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	<title>Engagement Archives - STELLA</title>
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	<title>Engagement Archives - STELLA</title>
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		<title>NASA Acres Supports STELLA Workshop at American University</title>
		<link>https://science.gsfc.nasa.gov/stella/nasa-acres-supports-stella-workshop-american-university/</link>
		
		<dc:creator><![CDATA[Michael Taylor]]></dc:creator>
		<pubDate>Sun, 22 Feb 2026 02:58:10 +0000</pubDate>
				<category><![CDATA[Applications]]></category>
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		<guid isPermaLink="false">https://science.gsfc.nasa.gov/stella/?p=4166</guid>

					<description><![CDATA[<p>NASA's Science and Technology Education for Land/Life Assessment (STELLA) initiative organized a hands-on workshop for middle and high school teachers at American University focused on advancing remote sensing skills and STEM workforce development.</p>
<p>The post <a href="https://science.gsfc.nasa.gov/stella/nasa-acres-supports-stella-workshop-american-university/">NASA Acres Supports STELLA Workshop at American University</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
]]></description>
										<content:encoded><![CDATA[		<div data-elementor-type="wp-post" data-elementor-id="4166" class="elementor elementor-4166">
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					<h2 class="elementor-heading-title elementor-size-default">NASA Acres Supports STELLA Workshop at American University
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									<p>Story By <a href="https://www.nasaacres.org/" target="_blank" rel="noopener">NASA Acres</a></p>								</div>
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									<p>Last month, NASA&#8217;s <a href="https://science.gsfc.nasa.gov/stella/" target="_blank" rel="noopener">Science and Technology Education for Land/Life Assessment (STELLA)</a> initiative organized a hands-on workshop for middle and high school teachers at <a href="https://www.american.edu/" target="_blank" rel="noopener">American University</a> focused on advancing remote sensing skills and STEM workforce development. STELLA is a low-cost, open-source, handheld spectrometer platform that participants build and use to measure light reflectance and environmental parameters, helping connect field-based observations with NASA satellite remote sensing.</p>								</div>
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												<figure class="wp-caption">
											<a href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/1769365754502.webp" data-elementor-open-lightbox="yes" data-elementor-lightbox-title="American University STELLA and Acres" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDE3MCwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI2XC8wMlwvMTc2OTM2NTc1NDUwMi53ZWJwIn0%3D">
							<img fetchpriority="high" decoding="async" width="1984" height="1314" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/1769365754502.webp" class="attachment-full size-full wp-image-4170" alt="STELLA at American University with Mike Taylor, Chelsey Brown, Rachel Stagner, Natalia Quinteros Casaverde, Mike Humber, and Allison Bredder and the teacher professional development cohort" srcset="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/1769365754502.webp 1984w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/1769365754502-300x199.webp 300w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/1769365754502-1024x678.webp 1024w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/1769365754502-768x509.webp 768w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/1769365754502-1536x1017.webp 1536w" sizes="(max-width: 1984px) 100vw, 1984px" />								</a>
											<figcaption class="widget-image-caption wp-caption-text">STELLA at American University with Mike Taylor, Chelsey Brown, Rachel Stagner, Natalia Quinteros Casaverde, Mike Humber, and Allison Bredder and the teacher professional development cohort</figcaption>
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									<p class="preFade fadeIn">STELLA Team Lead <a href="https://www.linkedin.com/in/michael-taylor-6b538a37/" target="_blank" rel="noopener">Mike Taylor</a> led the workshop, with NASA Acres’ Drs. <a href="https://www.nasaacres.org/mikehumber">Mike Humber</a> and <a href="https://www.linkedin.com/in/allison-bredder-03369a58/" target="_blank" rel="noopener">Allison Bredder</a> serving as contributors alongside <a href="https://www.linkedin.com/in/paul-mirel-a883531/" target="_blank" rel="noopener">Paul Mirel</a>, creator and lead engineer of STELLA, who delivered a talk and Q&amp;A, and <a href="https://www.linkedin.com/in/nataliaquinteroscasaverde/" target="_blank" rel="noopener">Natalia Quinteros Casaverde</a>, who shared a presentation on her use of STELLA to support home garden monitoring in Jamaica. The workshop was organized and planned by <u><a id="OWA87d4b07a-e4d1-2cc4-eaa9-0429b23ae99b" class="notion-link-token notion-focusable-token notion-enable-hover OWAAutoLink" title="https://gcc02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fchelsey-l-brown%2F&amp;data=05%7C02%7Cmichael.p.taylor%40nasa.gov%7C62f7cdd2a00a4f0af2d408de7483466a%7C7005d45845be48ae8140d43da96dd17b%7C0%7C0%7C639076304330458922%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=D%2FNE6G0rLx9ZzYreyP8QFbsybbBlc%2BZodov3OrlM8Ho%3D&amp;reserved=0" contenteditable="false" href="https://gcc02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fchelsey-l-brown%2F&amp;data=05%7C02%7Cmichael.p.taylor%40nasa.gov%7C62f7cdd2a00a4f0af2d408de7483466a%7C7005d45845be48ae8140d43da96dd17b%7C0%7C0%7C639076304330458922%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=D%2FNE6G0rLx9ZzYreyP8QFbsybbBlc%2BZodov3OrlM8Ho%3D&amp;reserved=0" rel="noopener noreferrer" data-token-index="1">Chelsey Brown</a></u>, Program Manager for the <u><a id="OWA33aac226-78f0-527f-6998-97f1131a247c" class="notion-link-token notion-focusable-token notion-enable-hover OWAAutoLink" title="https://gcc02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdcspacegrant.org%2F&amp;data=05%7C02%7Cmichael.p.taylor%40nasa.gov%7C62f7cdd2a00a4f0af2d408de7483466a%7C7005d45845be48ae8140d43da96dd17b%7C0%7C0%7C639076304330485307%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=j7pFmm%2FRGp1%2F9NynViNn3iZYb5jJ7CnWs26rCFi4djU%3D&amp;reserved=0" contenteditable="false" href="https://gcc02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdcspacegrant.org%2F&amp;data=05%7C02%7Cmichael.p.taylor%40nasa.gov%7C62f7cdd2a00a4f0af2d408de7483466a%7C7005d45845be48ae8140d43da96dd17b%7C0%7C0%7C639076304330485307%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=j7pFmm%2FRGp1%2F9NynViNn3iZYb5jJ7CnWs26rCFi4djU%3D&amp;reserved=0" rel="noopener noreferrer" data-token-index="3">NASA District of Columbia Space Grant Consortium</a></u> and the <u><a id="OWA3a719b80-cb5e-0a26-bde3-fde732e0743b" class="notion-link-token notion-focusable-token notion-enable-hover OWAAutoLink" title="https://gcc02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.american.edu%2Fcas%2Fissti%2F&amp;data=05%7C02%7Cmichael.p.taylor%40nasa.gov%7C62f7cdd2a00a4f0af2d408de7483466a%7C7005d45845be48ae8140d43da96dd17b%7C0%7C0%7C639076304330510045%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=lGAB%2Bz0dLta%2B1rhr%2FkMTRvdHXthz3mOkv1IuPg0Z5WY%3D&amp;reserved=0" contenteditable="false" href="https://gcc02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.american.edu%2Fcas%2Fissti%2F&amp;data=05%7C02%7Cmichael.p.taylor%40nasa.gov%7C62f7cdd2a00a4f0af2d408de7483466a%7C7005d45845be48ae8140d43da96dd17b%7C0%7C0%7C639076304330510045%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=lGAB%2Bz0dLta%2B1rhr%2FkMTRvdHXthz3mOkv1IuPg0Z5WY%3D&amp;reserved=0" rel="noopener noreferrer" data-token-index="5">Integrated Space Science and Technology Institute (ISSTI)</a></u>. Funding was provided by a grant Chelsey received from the <u><a id="OWA7f381f91-c58e-a49e-d13d-2565687c3261" class="notion-link-token notion-focusable-token notion-enable-hover OWAAutoLink" title="https://gcc02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.aps.org%2F&amp;data=05%7C02%7Cmichael.p.taylor%40nasa.gov%7C62f7cdd2a00a4f0af2d408de7483466a%7C7005d45845be48ae8140d43da96dd17b%7C0%7C0%7C639076304330534757%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=vWn6ikUe7uSWZ%2B7TVvTNckAyrOfopKtV1yByW%2FS649s%3D&amp;reserved=0" contenteditable="false" href="https://gcc02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.aps.org%2F&amp;data=05%7C02%7Cmichael.p.taylor%40nasa.gov%7C62f7cdd2a00a4f0af2d408de7483466a%7C7005d45845be48ae8140d43da96dd17b%7C0%7C0%7C639076304330534757%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=vWn6ikUe7uSWZ%2B7TVvTNckAyrOfopKtV1yByW%2FS649s%3D&amp;reserved=0" rel="noopener noreferrer" data-token-index="7">American Physical Society</a></u>. It included contributions from <a href="https://www.linkedin.com/in/rstagner/" target="_blank" rel="noopener">Rachel Stagner</a>, a nationally recognized STEM educator, 2023 PAEMST Awardee, 2018–19 Albert Einstein Distinguished Educator Fellow at NASA, and founder of <a href="https://sites.google.com/view/stemteachersdmv/home" target="_blank" rel="noopener">STEMTeachersDMV</a>, which also organized and sponsored the workshop.</p>								</div>
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											<a href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/img_1407-1-scaled.webp" data-elementor-open-lightbox="yes" data-elementor-lightbox-title="STELLA-Q2 spectrometer" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDE3MiwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI2XC8wMlwvaW1nXzE0MDctMS1zY2FsZWQud2VicCJ9">
							<img decoding="async" width="1920" height="2560" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/img_1407-1-scaled.webp" class="attachment-full size-full wp-image-4172" alt="STELLA-Q2 spectrometer" srcset="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/img_1407-1-scaled.webp 1920w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/img_1407-1-225x300.webp 225w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/img_1407-1-768x1024.webp 768w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/img_1407-1-1152x1536.webp 1152w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2026/02/img_1407-1-1536x2048.webp 1536w" sizes="(max-width: 1920px) 100vw, 1920px" />								</a>
											<figcaption class="widget-image-caption wp-caption-text">STELLA-Q2 spectrometer</figcaption>
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									<p class="preFade fadeIn">During the workshop, teachers progressed from understanding how sunlight interacts with Earth’s surfaces to applying Landsat imagery, measuring spectral reflectance with STELLA-Q2 spectrometers, and analyzing vegetation health using <a href="https://www.earthdata.nasa.gov/topics/land-surface/normalized-difference-vegetation-index-ndvi" target="_blank" rel="noopener">NDVI</a>, gaining skills they will now bring directly to their classrooms and students. The presenters highlighted techniques that support agricultural applications, demonstrating how NASA satellite data and field spectroscopy inform crop monitoring, resource management, and decision-making. Teachers assembled and programmed their own instruments, collected and analyzed field data, and gained practical experience aligned with real NASA mission applications. Participants left the event with functioning instruments, hands-on remote sensing experience, and positive feedback highlighting the value of the workshop’s practical, real-world focus.</p>								</div>
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									<p class="preFade fadeIn">Through initiatives like this, NASA Acres advances workforce development by equipping educators and students with applied remote sensing skills and helping bridge the gap between NASA Earth observation data and on-the-ground agricultural and environmental applications.</p>								</div>
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					<h3 class="elementor-heading-title elementor-size-default">Related Resources:</h3>				</div>
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									<ul><li><a href="https://www.nasaacres.org/news/nasa-acres-supports-stella-workshop" target="_blank" rel="noopener">NASA Acres Supports STELLA Workshop at American Universit</a>y (original story)</li><li><a href="https://dcspacegrant.org/" target="_blank" rel="noopener">DC Space Grant Consortium</a></li><li><a href="https://www.american.edu/cas/issti/" target="_blank" rel="noopener">Integrated Space Science and Technology Institute (ISSTI)</a></li><li><a href="https://sites.google.com/view/stemteachersdmv/home" target="_blank" rel="noopener">STEMTeachersDMV</a></li><li><a href="https://www.earthdata.nasa.gov/topics/land-surface/normalized-difference-vegetation-index-ndvi" target="_blank" rel="noopener">NDVI</a></li></ul>								</div>
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		<p>The post <a href="https://science.gsfc.nasa.gov/stella/nasa-acres-supports-stella-workshop-american-university/">NASA Acres Supports STELLA Workshop at American University</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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		<title>Petya in the Field</title>
		<link>https://science.gsfc.nasa.gov/stella/petya-in-the-field/</link>
		
		<dc:creator><![CDATA[Michael Taylor]]></dc:creator>
		<pubDate>Wed, 15 Oct 2025 19:40:00 +0000</pubDate>
				<category><![CDATA[Applications]]></category>
		<category><![CDATA[Engagement]]></category>
		<category><![CDATA[Field Studies]]></category>
		<category><![CDATA[Instruments]]></category>
		<category><![CDATA[News]]></category>
		<category><![CDATA[Plants]]></category>
		<category><![CDATA[Spectral]]></category>
		<category><![CDATA[STELLA-1.0]]></category>
		<category><![CDATA[STELLA-1.1]]></category>
		<category><![CDATA[STELLA-1.2]]></category>
		<category><![CDATA[STELLA-Q]]></category>
		<category><![CDATA[STELLA-Q2]]></category>
		<category><![CDATA[Video]]></category>
		<category><![CDATA[Agriscience]]></category>
		<category><![CDATA[calibration]]></category>
		<category><![CDATA[education]]></category>
		<category><![CDATA[NASA]]></category>
		<category><![CDATA[science]]></category>
		<category><![CDATA[STEM]]></category>
		<guid isPermaLink="false">https://science.gsfc.nasa.gov/stella/?p=3457</guid>

					<description><![CDATA[<p>Watch Dr. Petya Campbell, a NASA Goddard research scientist with over 20 years of field experience, demonstrate how ground-based STELLA spectrometer measurements directly support NASA satellite missions by validating Earth observation data. </p>
<p>The post <a href="https://science.gsfc.nasa.gov/stella/petya-in-the-field/">Petya in the Field</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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					<h2 class="elementor-heading-title elementor-size-default">Petya in the Field</h2>				</div>
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									<div class="relative flex-1 overflow-hidden overflow-y-auto"><div class="relative h-full"><div class="scrollbar-gutter-stable"><div class="flex flex-col pb-9 dark:bg-transparent"><div class="text-token-text-primary w-full border-0 bg-transparent dark:border-0 dark:bg-transparent"><div class="m-auto justify-center p-4 py-2 md:gap-6 "><div id="6b0ab072-e200-4d19-a51d-12ae3a8ada20" class="group mx-auto flex flex-1 gap-3 transition-all duration-300 transform-gpu md:max-w-[47rem] xl:max-w-[55rem] focus:outline-none focus:ring-2 focus:ring-border-xheavy message-render" aria-label="message-89-6b0ab072-e200-4d19-a51d-12ae3a8ada20"><div class="relative flex w-11/12 flex-col agent-turn"><div class="flex flex-col gap-1"><div class="flex max-w-full flex-grow flex-col gap-0"><div class="text-message flex min-h-[20px] flex-col items-start gap-3 overflow-visible [.text-message+&amp;]:mt-5" dir="auto"><div class="markdown prose message-content dark:prose-invert light w-full break-words dark:text-gray-100"><p class="mb-2 whitespace-pre-wrap">Watch Dr. Petya Campbell, NASA Goddard Space Flight Center research scientist, lead an agricultural field campaign using STELLA spectrometers and professional measurement protocols. This documentation shows how ground-based data collection supports NASA&#8217;s Landsat program and Earth observation missions while training the next generation of remote sensing professionals.</p><h2>Featured Expert and Workforce Development</h2><p class="mb-2 whitespace-pre-wrap">Dr. Petya Campbell brings over 20 years of NASA field campaign experience to this training exercise, demonstrating the professional skills and technical protocols required for Earth science careers. With a doctorate in Remote Sensing for Environmental Applications, Dr. Campbell teaches at the University of Maryland Baltimore County while conducting vegetation research at NASA Goddard. University students participate directly in data collection, gaining hands-on experience with the same measurement techniques used to validate NASA satellite data and support Landsat mission applications.</p><h2>NASA Mission Applications and Landsat Connections</h2><p class="mb-2 whitespace-pre-wrap">The field campaign demonstrates how ground measurements validate NASA satellite observations, particularly supporting the Landsat program&#8217;s agricultural monitoring capabilities. Dr. Campbell explains the process of converting satellite digital numbers into scientific products like chlorophyll content and canopy height, showing students how their field measurements directly contribute to NASA Earth observation science. The team collected data on agricultural crops with varying nitrogen treatments, illustrating how NASA remote sensing technology addresses food security and agricultural productivity challenges that inform policy and farming practices.</p><h2>Professional Field Protocols and Technical Training</h2><p class="mb-2 whitespace-pre-wrap">Students learn comprehensive field safety procedures, emergency communication protocols, and measurement coordination techniques used in NASA Earth science campaigns worldwide. The video documents proper calibration methods using reference panels, instrument operation procedures, and quality control standards that ensure research-grade data collection. NASA ACRES personnel joined the team for several data collection sessions, providing additional professional expertise and demonstrating interagency collaboration in Earth science research.</p><h2>Career Pathway Development</h2><p class="mb-2 whitespace-pre-wrap">This field campaign provides students with direct exposure to NASA Earth science career requirements while building technical competencies in remote sensing and agricultural applications. Students operate STELLA spectrometers alongside professional instruments, learning measurement protocols that prepare them for NASA workforce opportunities. The integration of university research with NASA mission objectives demonstrates clear pathways from academic training to professional Earth observation careers, supporting NASA&#8217;s need for skilled remote sensing professionals.</p></div></div></div></div></div></div></div></div></div></div></div></div>								</div>
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									<div class="relative flex flex-shrink-0 flex-col items-center"><div class="flex h-6 w-6 items-center justify-center overflow-hidden rounded-full"><div class="relative flex h-9 w-9 items-center justify-center rounded-sm p-1 text-white" title="All ChatGSFC"><div class="h-6 w-6"><div class="overflow-hidden rounded-full"><h1>NASA Earth Science Field Campaign Transcript &#8211; Dr. Petya Campbell</h1><h2>Section 1: Field Safety and Emergency Preparedness (0:05-3:14)</h2><p class="mb-2 whitespace-pre-wrap">Field safety includes a list of everyone in the party, where you&#8217;re going, and who&#8217;s the emergency contact that&#8217;s not with you. We designate a communications point person who has an InReach for satellite text messaging because we&#8217;re going to be in places without cell coverage. Actually, we&#8217;re pretty much out of cell coverage here at Patuxent, but seriously, when you&#8217;re on the North Slope of Alaska, you want to have some way of getting information out.</p><p class="mb-2 whitespace-pre-wrap">I go through with everyone on the team how the communication device works, how to turn it on, how to set off the alarm. If I&#8217;m incapacitated, then somebody else can use it. We identify a health response person &#8211; first aid or first responder. As we introduced ourselves, we found out that Caitlyn has the highest level of medical training among the group, and she has a very complete first aid kit. If somebody has been bitten by a bear or whatever &#8211; I&#8217;m serious &#8211; she has the tourniquet and bleed stop kit and everything. Liz and I have the second level of medical training, so if Caitlyn is incapacitated, we&#8217;re prepared to handle that.</p><p class="mb-2 whitespace-pre-wrap">One of the really important things is driving. I always check &#8211; Caitlyn, you drove the Suburban up the haul road with this team in it. Where are the keys? We identify a second in command like Liz, who knows how to drive a Suburban on the haul road, knows all the safety procedures and CB radio calls. We document all this with a field pencil.</p><p class="mb-2 whitespace-pre-wrap">Would you bring a second one for redundancy?</p><p class="mb-2 whitespace-pre-wrap">Absolutely. One is none and two is one. We would have at least two complete first aid kits.</p><h2>Section 2: Field Campaign Planning and Instrumentation (3:26-8:39)</h2><p class="mb-2 whitespace-pre-wrap">We&#8217;re going to use ASD and STELLA to look at pigments. For instruments we need STELLA &#8211; which STELLA are we going to use? I want to use a 1.2 and a Q2. So we have those two, plus ASD and chlorophyll meters. Ideally we want to measure leaf area index (LAI), but we&#8217;ll put that as TBD for now.</p><p class="mb-2 whitespace-pre-wrap">Who&#8217;s going to measure with STELLA? Mike will set up the STELLAs and prepare them. Jesse will set up the ASD and panels. We need tripods for the panels. Let&#8217;s meet directly at OPE at 9 AM. I&#8217;ll go earlier to mark the five sites with flags, separating three measurement points so we can assemble the data properly.</p><p class="mb-2 whitespace-pre-wrap">This is why we do the panel measurement sandwich &#8211; STELLA measures irradiance, not digital numbers. We do this because we want reflectance. Reflectance is a ratio between the panel measurement and the measurement from the target. We do multiple measurements because the sun is changing position &#8211; at 9 AM the sun is here, but at 9:30 it moves up. We need to know the incoming solar radiation at the time of measurement. If you take too long after the panel measurement, you need to take another panel reading.</p><h2>Section 3: Field Preparation and Experience (8:44-12:03)</h2><p class="mb-2 whitespace-pre-wrap">For longer campaigns, we&#8217;d prepare food. Everyone comes with covered toes &#8211; no sandals and flip-flops. I&#8217;ve had students show up in shorts and flip-flops, and there are ticks. Socks need to go over the pants so ticks climb up, then when you go home, you check carefully and remove everything. You need hats, water, sunscreen.</p><p class="mb-2 whitespace-pre-wrap"><strong>Interviewer:</strong> How many field campaigns have you been on?</p><p class="mb-2 whitespace-pre-wrap">I&#8217;m a forester by background. I started in college, then worked for the Ministry for Environmental Protection in Bulgaria, surveying protected areas and looking at plants and animals. I did my dissertation in the Czech Republic doing forest health surveys. I have a doctorate in Remote Sensing for Environmental Applications. I teach at the University of Maryland Baltimore County and do research here at NASA Goddard on vegetation function and health. That&#8217;s what makes me happy and drives me in science. I started at Goddard in 2000.</p><h2>Section 4: Site Selection and Agricultural Context (12:03-17:05)</h2><p class="mb-2 whitespace-pre-wrap">What makes a good spot to measure? We want it representative of the field. Look at the field out there &#8211; we want to measure spots that represent the field. If you turn to the other field, you&#8217;ll see it&#8217;s nothing like this field. They&#8217;re very different. We&#8217;ll measure three repetitions here because some areas are denser, some are not, some have more soil cover.</p><p class="mb-2 whitespace-pre-wrap">Why are we taking three measurements at each spot? If we have three measurements and some are not good and representative, we can get rid of them. These are soybeans. This field has nitrogen treatments &#8211; they fertilize with different amounts: 0, 25, 50, 100. They know what&#8217;s optimal for this soil, water, and natural nitrogen content for corn to grow. This area looks like 150 nitrogen treatment because it&#8217;s very tall. Over there the corn is smaller and yellowish because the nitrogen is low.</p><p class="mb-2 whitespace-pre-wrap">What we do is create equations for satellite products. Satellites get zeros and ones &#8211; digital numbers. We need to make it into products like chlorophyll or amount of water in leaves or height of canopy. People need to measure on the ground and make equations to derive the product and make the maps.</p><h2>Section 5: Technical Measurement Coordination (17:05-25:07)</h2><p class="mb-2 whitespace-pre-wrap">We&#8217;ll assemble the data in files. Make sure Mike tells you the file name for STELLA data. Going from irradiance to radiance is non-trivial &#8211; you need distance and field of view for that calculation. But Digital Numbers to radiance is a simple multiplier table. The ASD has a different sensor than STELLA, so the amount of photons it collects is different, but the curves should be the same because they&#8217;re relative. That&#8217;s why reflectance is always going to be the same.</p><p class="mb-2 whitespace-pre-wrap">We&#8217;ll coordinate measurements carefully. Before every plot, we put instruments over the white spectralon panel to get the baseline 100% number for reflectance calculations. The measurement sequence is important because the sun is rising and we&#8217;ll have differing values. We need the same order of operations between instruments. I suggest people with Q2s first, then the 1.2 last because it takes longer to cycle.</p><p class="mb-2 whitespace-pre-wrap">When I take the first data point in the plot, the next person should be over the panel. We want one data point per panel on STELLAs because they take much longer &#8211; 20 measurements each.</p><h2>Section 6: Active Field Data Collection (25:07-33:13)</h2><p class="mb-2 whitespace-pre-wrap">We&#8217;re taking chlorophyll measurements to understand if STELLA can provide information relevant to chlorophyll. Don&#8217;t shade the white panel when taking data. If we shade part of it, it&#8217;s not getting 100% sunlight like the plants. The white panel is essentially 100% reflective. This is a perfect day because there are no clouds and minimal haze.</p><p class="mb-2 whitespace-pre-wrap">Keep the white panel clean without touching it because touching smears things into the porous surface. This is called a Lambertian surface &#8211; once light gets in, it reflects in all directions evenly. A pure Lambertian surface reflects at all angles evenly, but nothing is pure Lambertian. This is the closest there is.</p><p class="mb-2 whitespace-pre-wrap">Keep your STELLAs at the same height to get similar field of view areas. We want to measure soybeans, not dirt, so position carefully over the plants. We measure the smaller corn because the leaves are less green &#8211; they didn&#8217;t get as much nitrogen as the others.</p><p class="mb-2 whitespace-pre-wrap">This is what I do &#8211; this is my work.</p></div></div></div></div></div>								</div>
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		<p>The post <a href="https://science.gsfc.nasa.gov/stella/petya-in-the-field/">Petya in the Field</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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		<title>Student Voices: Real Engineering Success with STELLA Instruments</title>
		<link>https://science.gsfc.nasa.gov/stella/student-voices-real-engineering-success-with-stella-instruments/</link>
		
		<dc:creator><![CDATA[Michael Taylor]]></dc:creator>
		<pubDate>Mon, 15 Sep 2025 15:44:54 +0000</pubDate>
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		<guid isPermaLink="false">https://science.gsfc.nasa.gov/stella/?p=3403</guid>

					<description><![CDATA[<p>When Inna and Alexa first encountered NASA's STELLA instruments, neither expected the transformative journey ahead—from intimidation to innovation in just 10 weeks.</p>
<p>The post <a href="https://science.gsfc.nasa.gov/stella/student-voices-real-engineering-success-with-stella-instruments/">Student Voices: Real Engineering Success with STELLA Instruments</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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									<div class="relative flex-1 overflow-hidden overflow-y-auto"><div class="relative h-full"><div class="scrollbar-gutter-stable"><div class="flex flex-col pb-9 dark:bg-transparent"><div class="text-token-text-primary w-full border-0 bg-transparent dark:border-0 dark:bg-transparent"><div class="m-auto justify-center p-4 py-2 md:gap-6 "><div id="6b0ab072-e200-4d19-a51d-12ae3a8ada20" class="group mx-auto flex flex-1 gap-3 transition-all duration-300 transform-gpu md:max-w-[47rem] xl:max-w-[55rem] focus:outline-none focus:ring-2 focus:ring-border-xheavy message-render" aria-label="message-89-6b0ab072-e200-4d19-a51d-12ae3a8ada20"><div class="relative flex w-11/12 flex-col agent-turn"><div class="flex flex-col gap-1"><div class="flex max-w-full flex-grow flex-col gap-0"><div class="text-message flex min-h-[20px] flex-col items-start gap-3 overflow-visible [.text-message+&amp;]:mt-5" dir="auto"><div class="markdown prose message-content dark:prose-invert light w-full break-words dark:text-gray-100"><p class="mb-2 whitespace-pre-wrap">When Inna Shapovalenko and Alexa Matson first encountered NASA&#8217;s STELLA instruments, neither expected the transformative 10-week journey that lay ahead. Working alongside Alexa Ross and under the mentorship of Dr. Sam Batzli through the <a href="https://wisconsinview.org/" target="_blank" rel="noopener">WisconsinView</a> program, what began as summer research positions became a powerful example of how hands-on technology can build both confidence and career readiness.</p><h2>Breaking Down Barriers to NASA Technology</h2><p class="mb-2 whitespace-pre-wrap">&#8220;I always thought that NASA was something so far from me that I maybe could get access to this only after getting a PhD,&#8221; reflects Inna, an international student studying physics and computer science. &#8220;But this summer I found out that you don&#8217;t have to finish your PhD to work with some NASA materials. You can be even a high school kid.&#8221;</p><p class="mb-2 whitespace-pre-wrap">This ease of access was central to the students&#8217; experience with STELLA (Science and Technology Education for Land/Life Assessment), NASA&#8217;s low-cost spectrometer project designed to make remote sensing technology available to learners at all levels.</p><h2>The AmericaView Connection</h2><p class="mb-2 whitespace-pre-wrap">The project came about through <a href="https://wisconsinview.org/" target="_blank" rel="noopener">WisconsinView&#8217;s</a> partnership with <a href="https://americaview.org/" target="_blank" rel="noopener">AmericaView</a>, a nationwide network that empowers Earth observation through remote sensing education. As Dr. Batzli explains, &#8220;We&#8217;ve learned through AmericaView that one of the best ways to grow curriculum and outreach is by teaching teachers. When we can have summer workshops where we work with teachers, they can take it into their classrooms.&#8221;</p><h2>The Power of Interdisciplinary Learning</h2><p class="mb-2 whitespace-pre-wrap">Over their 10-week collaboration, Inna and Alexa discovered that STELLA served as what Dr. Sam Batzli calls &#8220;a catalyst for learning&#8221;—connecting multiple disciplines in ways neither student had anticipated.</p><p class="mb-2 whitespace-pre-wrap">&#8220;It was so different from week to week&#8230; just the variety of things you get to do,&#8221; explains Alexa, a mechanical engineering major. &#8220;I didn&#8217;t realize it till we did our final presentation—just how much stuff we were able to do. And that was so cool, &#8217;cause it was only 10 weeks.&#8221;</p><p class="mb-2 whitespace-pre-wrap">The project seamlessly integrated spectroscopy, 3D printing, soldering, programming, and data analysis. When Inna brought soldering expertise and Alexa contributed 3D printing skills, they naturally taught each other, demonstrating the collaborative learning that makes STELLA projects so effective.</p><h2>Real Science, Real Impact</h2><p class="mb-2 whitespace-pre-wrap">Perhaps the most powerful moment came when the students compared their handheld instrument data with actual <a href="https://landsat.gsfc.nasa.gov" target="_blank" rel="noopener">Landsat</a> satellite measurements. &#8220;When we were comparing our data with Landsat data&#8230; I was surprised when our results got really like they were very, very close,&#8221; recalls Inna. &#8220;I had the feeling like I touched something&#8230; something super unusual.&#8221;</p><p class="mb-2 whitespace-pre-wrap">This connection between classroom technology and space-based science exemplifies STELLA&#8217;s mission: providing authentic scientific experiences that build both technical skills and scientific understanding.</p><h2>Building Confidence Through Authentic Challenges</h2><p class="mb-2 whitespace-pre-wrap">For Inna, the project became about more than technical skills: &#8220;For me, STELLA is about being confident in engineering. You&#8217;re working with many fields, and you can combine your programming skills with soldering—everything. Just enjoy the process and don&#8217;t be pressured that it&#8217;s something super difficult.&#8221;</p><p class="mb-2 whitespace-pre-wrap">Alexa found particular value in the problem-solving aspects: &#8220;It is really cool to just have so much control over that and then also just be able to problem solve yourself and work with a partner and kinda see it applied to the real world.&#8221;</p><h2>Open Source Innovation</h2><p class="mb-2 whitespace-pre-wrap">The students were particularly impressed by STELLA&#8217;s accessibility. &#8220;It&#8217;s open source. And you can do it even from your home. And it doesn&#8217;t require some super expensive equipment. You can just buy it on Digikey or Amazon and build on your own,&#8221; notes Inna.</p><p class="mb-2 whitespace-pre-wrap">This open-source approach allows access to sophisticated instruments, enabling students worldwide to engage with similar technologies used by NASA researchers.</p><h2>Looking Forward</h2><p class="mb-2 whitespace-pre-wrap">Dr. Batzli sees this as just the beginning: &#8220;STELLA is almost like a catalyst for learning. It&#8217;s like the spokes of a wheel—STELLA can be the hub in the middle, and there are all these topics and possible questions and things to explore that radiate out from that.&#8221;</p><p class="mb-2 whitespace-pre-wrap">The success of Inna and Alexa&#8217;s collaboration demonstrates how authentic, hands-on projects can simultaneously build technical competency, scientific understanding, and career confidence—preparing students for the interdisciplinary challenges of modern STEM careers.</p><p class="mb-2 whitespace-pre-wrap">Their story exemplifies STELLA&#8217;s broader mission: making NASA technology accessible to learners everywhere while building the critical thinking and problem-solving skills essential for tomorrow&#8217;s engineering, manufacturing, and scientific workforce.</p></div></div></div></div></div></div></div></div></div></div></div></div>								</div>
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									<div class="relative flex flex-shrink-0 flex-col items-center"><div class="flex h-6 w-6 items-center justify-center overflow-hidden rounded-full"><div class="relative flex h-9 w-9 items-center justify-center rounded-sm p-1 text-white" title="All ChatGSFC"><div class="h-6 w-6"><div class="overflow-hidden rounded-full"><p>00:00:02:13 &#8211; 00:00:08:13<br />Unknown<br />Thank you all for joining me and discussing your project. Could you please tell me a bit more about your background?</p><p>00:00:08:13 &#8211; 00:00:13:05<br />Unknown<br />Yeah. So, I&#8217;m international student at, Franklin</p><p>00:00:13:05 &#8211; 00:00:28:01<br />Unknown<br />and Marshall College in Pennsylvania. I&#8217;m currently senior doing physics and computer science. And, in my previous summer, I was doing a lot of robotics stuff for my summer internship.</p><p>00:00:28:01 &#8211; 00:00:53:09<br />Unknown<br />And, then I came to the college, and I was. So was doing, robotics. Like, I built my own drone, and, I also built the unmanned surface vessel. So I really wanted to go to robotics. And, I was just exploring for different opportunities. And, I found, this opportunity from Space Science and Engineering Center about, building the STELLA device.</p><p>00:00:53:11 &#8211; 00:01:12:04<br />Unknown<br />And, for me, my goal was to just develop more skills into, like, so different in 3D modeling. So during also, programing of microcontrollers as well. So CSS major and this hub was my first.</p><p>00:01:12:04 &#8211; 00:01:13:15<br />Unknown<br />Next. How about Alexa?</p><p>00:01:13:15 &#8211; 00:01:40:05<br />Unknown<br />Yeah. So I am from Wisconsin. I am a mechanical engineering major with a certificate in computer science. UW Madison. I have a lot of experience, building my own things and building projects. I love anything I can get my hands on. So I&#8217;ve, like, built a small robot, I mean Legos.</p><p>00:01:40:05 &#8211; 00:02:01:06<br />Unknown<br />Everything that, I could possibly do. And then on top of that, I&#8217;ve had a lot of 3D printing. Both in class and out of class. So when I found this internship, I thought it sounded great because there are just so many skills that I could apply. I could do the hands on of the actual building on the spectrometer.</p><p>00:02:01:06 &#8211; 00:02:11:12<br />Unknown<br />I could do coding with my CS. And then on top of that, I could, actually take measurements and analyze them. So yeah,</p><p>00:02:11:12 &#8211; 00:02:15:15<br />Unknown<br />So I typically do research at Space Science and Engineering Center.</p><p>00:02:15:15 &#8211; 00:02:45:01<br />Unknown<br />I got my master&#8217;s degree there and then was lucky enough to stay on as a full time researcher. I love doing research, but sometimes looking at a computer screen for so long can get a little tiring. So I decided to take on some outreach tasks. So that&#8217;s how I started teaching this STEM class in collaboration with, the greater University of Wisconsin-Madison.</p><p>00:02:45:02 &#8211; 00:03:22:01<br />Unknown<br />So they have a program called Pre-College programs, where they basically prepare K through 12 students for the college experience. My group was working with high schoolers from all around the world. Actually, we had students from as far as Kazakhstan to here, and Madison and I taught a two week STEM class. So that covers everything STEM. And I thought it would be a great opportunity to test out our newly bought, STELLA spectrometers.</p><p>00:03:22:02 &#8211; 00:03:51:13<br />Unknown<br />So SSC had hired two undergraduate engineering students who came and order, ordered all the STELLA parts, put them together, did testing with them, and then in collaboration, in collaboration with me, we kind of came up with this short little curriculum that lasted maybe one and a half to two hours in the classroom with our high school students, where we did a little hands on lab with the instruments.</p><p>00:03:51:13 &#8211; 00:04:18:07<br />Unknown<br />And, yeah, the students got to actually test them out. So that was really fun. I had gone over some basics of remote sensing with them beforehand, so just basics of like, what is the electromagnetic spectrum and how, you know, things can give off different wavelengths and energies depending on what they consist of. So we tested out the cell spectrometers in class with the high schoolers.</p><p>00:04:18:07 &#8211; 00:04:28:11<br />Unknown<br />The class was 13 students and they had a really good time getting some hands on experience with the instruments.</p><p>00:04:28:12 &#8211; 00:04:30:04<br />Unknown<br />last but not least, Doctor Sam.</p><p>00:04:30:04 &#8211; 00:04:51:09<br />Unknown<br />my my background is really, I&#8217;ll, I&#8217;ll start with when I got involved in remote sensing, which was at Michigan State University in the year 1999, actually. And, I got interested in Landsat then, and I was working with the, tropical rainforest information Center that had a huge Landsat archive.</p><p>00:04:51:09 &#8211; 00:05:21:09<br />Unknown<br />And so I got involved in kind of managing the archive, working with, Dave Skoll and, yeah, that that was when I got excited about remote sensing. Then I moved to Madison to work at the Environmental Remote Sensing Center. And, we did have, a handheld radiometer that we used to do upwelling and down milling of, the, gradients over the, over over water.</p><p>00:05:21:09 &#8211; 00:05:47:03<br />Unknown<br />Actually, we were doing a project where we were looking at Lake clarity and we wanted to have some in situ measurements. And, we had a pretty expensive, fancy, spectrometer with fiber optic leads. And it was pretty, pretty cool. I didn&#8217;t actually use it at all, though. I was developing the website for it, so I never actually got to play with it with the instrument.</p><p>00:05:47:03 &#8211; 00:06:14:13<br />Unknown<br />And, but I, I think I, you know, I heard about the STELLA program through, you know, going to conferences and, seeing the booth at various places. So, I knew that the back of my mind, it was something I always wanted to, to do. And I thought, well, I&#8217;m never going to find the time to do it myself, but if I could get a couple of students who were interested, then I could supervise that and learn about it myself.</p><p>00:06:14:13 &#8211; 00:06:21:11<br />Unknown<br />So, yeah, I, I think I learned as much as as these two did. So yeah. Thank you.</p><p>00:06:23:15 &#8211; 00:06:25:08<br />Unknown<br />How did you first learn about the,</p><p>00:06:25:08 &#8211; 00:06:28:02<br />Unknown<br />instrument and project?</p><p>00:06:28:02 &#8211; 00:06:30:02<br />Unknown<br />Maybe I should start.</p><p>00:06:30:03 &#8211; 00:06:41:12<br />Unknown<br />Okay. So I think, you know, I saw a STELLA display. Probably an AmericaView conference. There was,</p><p>00:06:41:12 &#8211; 00:06:43:11<br />Unknown<br />most recently in that I,</p><p>00:06:43:11 &#8211; 00:06:47:01<br />Unknown<br />made an impression on me. Was in Denver.</p><p>00:06:47:01 &#8211; 00:06:57:01<br />Unknown<br />And it was, I think an ASPRS conference. And maybe win or not, you my. You were. I&#8217;m pretty sure you were there, Michael.</p><p>00:06:57:02 &#8211; 00:07:20:10<br />Unknown<br />Yeah. At least your booth was. This was represented a lot of kids groups coming through it was Denver schools and stuff. Anyway, and I thought, you know, I really, I, I just think it&#8217;s such a great idea to be able to build your own spectrometer and learn the principles of remote sensing, but a hands on tool like that.</p><p>00:07:20:10 &#8211; 00:07:28:09<br />Unknown<br />And so, I when I had the opportunity to, create a, an I,</p><p>00:07:28:09 &#8211; 00:07:50:07<br />Unknown<br />a couple positions in our summer, internship program at the Space Science and Engineering Center at UW Madison, we, I signed up to to sponsor one student. But, when I got the resumes and the, letters of interest, these two was tied for the best.</p><p>00:07:50:07 &#8211; 00:08:14:11<br />Unknown<br />So I decided I should just take on two instead of one. And one of the cool things was I saw they had different skill sets, and they, taught each other during this process. So having two people was really great, I think. Inna had some soldering skills and, Alexa had some 3D printing skills and they shared those with each other, and now they both know how to do both.</p><p>00:08:14:14 &#8211; 00:08:20:02<br />Unknown<br />So yeah. Pretty cool. And and then I&#8217;ll let them explain how they learned about it.</p><p>00:08:20:05 &#8211; 00:08:24:04<br />Unknown<br />What initially drew you to integrate STELLA instruments into your educational programing?</p><p>00:08:24:04 &#8211; 00:09:06:09<br />Unknown<br />Yeah. So, Sam and I work on a project called AmericaView. So a lot of states have their own WisconsinView. So we&#8217;re WisconsinView, we&#8217;re part of America view. And our mission is to empower, you know, Earth observation through remote sensing. So we do a lot of satellite remote sensing, but, at SCC, we do some other, ground based remote sensing, but we you know, as, as the outreach person for WisconsinView wanted to come up with ways, you know, not just to talk at students, but to let them actually get their hands on the science, which can be</p><p>00:09:06:09 &#8211; 00:09:47:09<br />Unknown<br />really hard to do with satellite data. Just because you need some programming knowledge. Some. Yeah, just a lot of computational and technical background, to actually play around with that. But with the stellas, you know, they could actually hold the instrument in their hands. You can&#8217;t really do that with a satellite. So that was our main motivation was how do we expand Wisconsin View&#8217;s outreach efforts to continue giving students more of a hands on experience with remote sensing concepts and remote sensing instruments with the Stella.</p><p>00:09:51:06 &#8211; 00:09:57:11<br />Unknown<br />What were your specific roles during your internship at the Space Science and Engineering Center?</p><p>00:09:58:05 &#8211; 00:10:30:09<br />Unknown<br />Yeah. So, our main role, we worked through a lot of it together. And, we essentially used to get step by step, I know, you know, started her internship actually, before me. So, she, started with actually ordering all the parts. So, she technically did that all for me. Which is great. So I on my first day, we actually already had all the parts we needed, so, that was pretty cool.</p><p>00:10:30:10 &#8211; 00:11:03:03<br />Unknown<br />And then, from there, we, essentially, walked through, like, we started with the Q2 since I was the simplest one. And, our process just, going step by step, building our spectrometers, designing the case for the Q2 working on the 1.1. And then once we had all of that incorporated, then we got to do data, and then we got to programming, so that we could actually, you know, interpret that data.</p><p>00:11:03:04 &#8211; 00:11:16:09<br />Unknown<br />So it really changed from week to week, which was really cool because you got to test out so many new skills. And you weren&#8217;t doing the same thing every day.</p><p>00:11:16:09 &#8211; 00:11:35:09<br />Unknown<br />I came two weeks earlier before Alexa, start with her internship, and I just ordered parts. Everything else we did together. And, especially Alexa was very helpful in debugging, apparently. Alexa didn&#8217;t mention, but some of her details were not working.</p><p>00:11:35:10 &#8211; 00:11:57:05<br />Unknown<br />And, yeah, Alexa can go over this. Like, why is that work? So yeah, we just had a lot of debugging as well. And, maybe it would be nice regrade the small note for future people in case of the got into some the same troubles. They spent a lot of time there will already like see the solution of this.</p><p>00:11:57:09 &#8211; 00:12:12:02<br />Unknown<br />So excellent. And so to the to those different points. One thing you know, the experience of actually purchasing the parts. Did you have any troubles there? Oh no. It&#8217;s pretty much straightforward. Okay.</p><p>00:12:13:14 &#8211; 00:12:30:04<br />Unknown<br />just add that, you know, as the university has pretty specific ways of buying things. And so we had to work with our purchasing department and they showed us how to, to, use that.</p><p>00:12:30:04 &#8211; 00:12:54:01<br />Unknown<br />We had to first demonstrate that we couldn&#8217;t buy the some of the parts from existing vendors that served the university, but some of these are very specialized. And so we were able to, justify using the sources that were possible for us to get all the parts. And, but and then there were a couple of defective parts that had to be returned.</p><p>00:12:54:01 &#8211; 00:13:18:08<br />Unknown<br />And, you know, we went through a couple of cycles of that, but, it was, so it was part of the learning process. And I wanted in know the experience that, because that&#8217;s real, you know, like when you&#8217;re dealing in, in you and within some sort of corporate structure or whatever, you have to go, you have to follow the rules of the, of the game.</p><p>00:13:18:08 &#8211; 00:13:33:15<br />Unknown<br />And sometimes that&#8217;s inconvenient, but, we, so that was, that was part of the learning thing that maybe Alexa missed that, but that&#8217;s okay. Alexa got involved in returning parts though, so I think, got you a suitable amount of red tape that was game.</p><p>00:13:37:12 &#8211; 00:13:41:12<br />Unknown<br />was this your first dip into, using the STELLAs for teaching?</p><p>00:13:41:12 &#8211; 00:14:01:01<br />Unknown<br />Yes. We had been wanting to use the stylus for a while with WisconsinView. And we, you know, finally had enough money in our budget to hire engineering students to build them. So this was our first little foray into using the STELLA&#8217;s at all.</p><p>00:14:01:02 &#8211; 00:14:06:11<br />Unknown<br />So, yeah, this was this was, rookie experience for me. Okay.</p><p>00:14:06:11 &#8211; 00:14:13:01<br />Unknown<br />how would you describe the STELLA project to someone unfamiliar with it, particularly from an educational perspective?</p><p>00:14:14:02 &#8211; 00:14:24:11<br />Unknown<br />Yeah, that one&#8217;s hard. I&#8217;m gonna have to think about it a little bit. The STELLA experiment.</p><p>00:14:24:13 &#8211; 00:14:50:07<br />Unknown<br />Well, I would definitely use the word remote sensing. And then, depending on their background, you know, you might have to explain what remote sensing is, which, you know, I like to say is always exactly what it sounds like. Something. Something from far away from a remote location. I really like the phrase that you just used using saying a spectral signature is kind of like a light fingerprint.</p><p>00:14:50:08 &#8211; 00:15:29:08<br />Unknown<br />I think that&#8217;s a good way of explaining what a signature is. So each object has their own, you know, special signature. Yeah. If they if they knew what the electromagnetic spectrum was, I would say that we&#8217;re, we&#8217;ve designed a handheld instrument that. Views the energy that an object gives off at different wavelengths and then relate wavelengths back to, you know, the spectrum.</p><p>00:15:32:12 &#8211; 00:15:36:03<br />Unknown<br />Yeah. And then try to connect that with,</p><p>00:15:36:04 &#8211; 00:16:05:11<br />Unknown<br />I guess I&#8217;m always trying to connect it back to, like, what I do, which is satellite stuff. So I would maybe show them or bring them an example of like a Landsat image and, you know, move a cursor or my hand over different aspects of that Landsat image and say, you know, each color or each different area has a spectral signature, and we can measure that from space, or we can measure it from the ground.</p><p>00:16:05:11 &#8211; 00:16:43:04<br />Unknown<br />So we can do it like discretely with a STELLA If we were on the ground. But this Landsat image kind of does it all at once from space. I&#8217;d say that it&#8217;s. Yeah, a really good handheld, simple tool to use in the classroom that students can use with a little bit of instruction and inform them about, different types of surfaces and properties and paying attention to, to detail and light and optics and how all of that relates.</p><p>00:16:43:04 &#8211; 00:17:08:05<br />Unknown<br />So I would hopefully say it a lot more eloquently than I just did. But yeah, I think something along those lines of a handheld instrument that students can use to get a taste of Earth observations using fundamental science and physics concepts, and adding in a little bit of optics science as well.</p><p>00:17:08:05 &#8211; 00:17:21:10<br />Unknown<br />so yeah. And you mentioned, like, engineering students and all that. Can you tell me, like, you know, sort of like the overall structure of how you, so you had some engineering students come in and build it and all that, and you had the students actually go and use it and all that.</p><p>00:17:21:11 &#8211; 00:17:35:12<br />Unknown<br />How was that whole system set up, like, you know, did, like, you know, did you all do the purchasing and the students do the purchasing, all that sort of thing? And, you know, basically from finished. And what kind of system did you use to actually. Yeah. You know, make this a success.</p><p>00:17:35:12 &#8211; 00:17:41:15<br />Unknown<br />Yeah. So, Sam, was there a official like, advisor or supervisor?</p><p>00:17:42:01 &#8211; 00:18:09:02<br />Unknown<br />So he might have a little bit more details about this, but basically we had them come in with, maybe like a 10 or 8 week plan with different tasks to try to accomplish during that plan. We had there was, of course, some waiting time while parts came in. But the students, the students came in, and then Alexa came in and they, learned about what parts they needed to order.</p><p>00:18:09:02 &#8211; 00:18:43:14<br />Unknown<br />So they placed an order for the parts, through our purchasing office. And we have a great admin team that makes our life really, really easy. So our purchasing and financial staff was a big help here. You know, made sure that AmericaView had or WisconsinView had all the funds to cover what they needed, which, of course, Sam and I had had budgeted for, while they were waiting for the parts to come in, that was their time to do like a literature review and just learn more about remote sensing and the sell itself.</p><p>00:18:44:00 &#8211; 00:19:19:01<br />Unknown<br />At that point, I excuse me, I had reached out to other AmericanView members about what kind of curriculum they had done with the STELLA because AmericaView we we try to meet annually and, we have little poster sessions and I had seen a, a poster on still activities from LouisianaView. So I reached out to their staff and kind of asked them what they did in the classroom, to just start getting ideas of how we wanted to design our curriculum.</p><p>00:19:19:02 &#8211; 00:19:46:07<br />Unknown<br />So the STELLAs were built. They they got the parts, they built the instruments, they 3D printed all the cases and everything they needed. And then came time for, like, calibration and test measurements. I think it took for a while we only had three working machines, but Alexa Matson was able to get that all fixed up before our classroom experience.</p><p>00:19:46:08 &#8211; 00:20:14:10<br />Unknown<br />So yeah, I can&#8217;t really go into further detail other than that. For the engineering details, you would have to ask Inna, or Alexa. But yeah, I just, I met with them and wanted to know how many instruments we would have, you know, how many would be be functioning. So we knew how to split up the class, and I let them, you know, know, like the bones of of the activity I wanted to do.</p><p>00:20:14:10 &#8211; 00:20:48:05<br />Unknown<br />But I asked them to, like, design a little worksheet with the tables that they would fill out in the graphs that they would plot. They already had a small presentation, as part of their greater SCC wrap up presentation. So they kind of adapted that to a high school audience. We reviewed that and changed a couple of the details just so it would be easier for younger students to understand, relating it back to other applications such as, you know, looking at celestial bodies and whatnot.</p><p>00:20:48:06 &#8211; 00:21:10:09<br />Unknown<br />So that was pretty much the layout of how it went. We did some prep work leading up to the actual classroom experience. They came in beforehand and just wanted to get an idea of like, what the ambient light would look like in the classroom. So they came in a week prior just to get a feel of the space and how it would work.</p><p>00:21:10:10 &#8211; 00:21:22:08<br />Unknown<br />But they did a lot of the work themselves as far as like designing, the worksheet under, under my guidance and, and having a plan of what we were actually going to be doing in the classroom.</p><p>00:21:25:01 &#8211; 00:21:26:05<br />Unknown<br />You know,</p><p>00:21:26:05 &#8211; 00:21:31:10<br />Unknown<br />could you walk us through the development process for the STELLA data analysis website?</p><p>00:21:31:14 &#8211; 00:22:05:01<br />Unknown<br />Yeah. So this website I developed on my own, because the, like, this entire STELLA project was for organizing, for high school kids, like, and actually, they have, like, say, like summer school. So we really needed, like, a tool which can, very quickly analyze data and, show students final result and, at first we decided to use, the star data viewer work.</p><p>00:22:05:02 &#8211; 00:22:26:05<br />Unknown<br />But the problem is that it doesn&#8217;t support the STELLA-Q2 version. So after this, we started to play around the curve to have still to make it possible. And at first we thought just to write, like own Python program, but it was not user friendly. So after this, we decided that maybe it&#8217;s better just to make a website.</p><p>00:22:26:06 &#8211; 00:23:06:03<br />Unknown<br />And, this how we come out with this website, and it has, like a select, circuit circuit that, yeah. And, we had two versions of the website. One was, a graph, another one just a table. And, in the end, we decided just to use was a table as, we wanted, that kids could make, could plot their graph on their own on pencil and paper, not only like of tomatoes everything, but also gives them opportunity to to live in 21st century without all possible devices.</p><p>00:23:09:05 &#8211; 00:23:15:08<br />Unknown<br />Alexa, what are the what were the main challenges in designing the case modifications for the Q2?</p><p>00:23:18:07 &#8211; 00:23:47:00<br />Unknown<br />Making sure you&#8217;re getting the exact correct, dimension you need. There are times like, I think my first case was like, by some miracle, all of it fit except for the microprocessor, which, like the alignment holes, were just like, two millimeters off. So that&#8217;s that&#8217;s a lot of, the struggle in it is just making sure it&#8217;s very exact.</p><p>00:23:47:01 &#8211; 00:24:10:10<br />Unknown<br />And then on top of that, just making sure that it holds up. Well, that it you&#8217;re able to click it on and off. You&#8217;re able to take it apart and do that multiple times so you don&#8217;t have to be worried about it breaking. And then I played around with I had an SD, panel on the back and I was playing.</p><p>00:24:10:10 &#8211; 00:24:29:01<br />Unknown<br />I was having to decide that because I haven&#8217;t, I hadn&#8217;t designed that before. And I ended up, I was using my mouse, on the back of my mouse, there&#8217;s the, removable panel where the battery is. And I remember, like, I kept taking it on and off trying to figure out how it, how they designed it.</p><p>00:24:29:01 &#8211; 00:24:45:04<br />Unknown<br />And so it works. And then I kind of just played around with it on my own, to make that part. So it was a really fun challenge. And there&#8217;s a lot of detail in it. But it just made it when it finally came out. Right. That much more satisfying.</p><p>00:24:49:01 &#8211; 00:24:56:13<br />Unknown<br />Inna could you explain the technical differences between the first and simplified versions of the data analysis website?</p><p>00:24:56:13 &#8211; 00:25:07:13<br />Unknown<br />Yeah, it&#8217;s a difference. Just, because the first version, you can see a graph, for the second version, there is no graph, there is just a table with data.</p><p>00:25:07:15 &#8211; 00:25:16:09<br />Unknown<br />And, yeah, as explained before, we need this because, we wanted students to work with pencil and paper to draw themselves these graphs,</p><p>00:25:16:09 &#8211; 00:25:21:00<br />Unknown<br />And then, what programing languages and tools did you use in developing the web interface?</p><p>00:25:21:00 &#8211; 00:25:23:11<br />Unknown<br />Yeah, I used just, python</p><p>00:25:23:11 &#8211; 00:25:56:03<br />Unknown<br />The. They have, such nice library as possible. It&#8217;s very, very nice library because, you can combine, HTML website, the comic books also with, to assess how exactly you want to your, like, all your buttons work and, you can also program on your own, some functions. For example, in our case, we can, extract some data from the, spreadsheet, but we need then go to what would be like the final irradiance.</p><p>00:25:56:04 &#8211; 00:26:05:05<br />Unknown<br />So the final reflectance is or so I just used HTML like Python and CSS.</p><p>00:26:09:04 &#8211; 00:26:53:06<br />Unknown<br />Well, I was, approached by our, center leadership to help run the program this summer with, with a colleague Dave Hayes and, and so, one of the things that we did was, we had all of the interns that were about, between 10 and 12 throughout the summer. Meet once a week at a, roundtable discussion and go around the table and, and, the students would update on the various projects they&#8217;re working on.</p><p>00:26:53:07 &#8211; 00:27:16:04<br />Unknown<br />And I was fortunate because I had a project and I was in that room every week. So I would get the update from both, and, and, and Alexa as well as hear about all the other projects, but and then we would touch base after the, after the meeting to, to talk about any issues or, you know, requirements.</p><p>00:27:16:05 &#8211; 00:27:45:06<br />Unknown<br />I, I leaned heavily on my, colleagues to help. We were our fifth floor of our building is kind of kind of where hardware is, is, created where they developed, the scanning his spectrometer for and sounder for, satellites, you know, so there&#8217;s it&#8217;s there&#8217;s actually a whole clean room and a lot of a lot of high end, technology and people who know how to do all of that stuff.</p><p>00:27:45:06 &#8211; 00:28:23:15<br />Unknown<br />And so, we were lucky that, Rob Lemke, one of my colleagues, was willing and able to help get the, workspaces set up with anti-static mats and, soldering setups for, for both. And I think probably provided some instruction on that to also provided the multimeter that, Alexa talked about needing for and then, so, yeah, I had had buy in from people on, colleagues who work in the area of instrument, instrumentation, which I don&#8217;t, you know, I&#8217;m more of a, visualization person.</p><p>00:28:23:15 &#8211; 00:28:54:09<br />Unknown<br />So, I needed that help from my colleagues, but. So I think the two things were having regular meetings and then making sure connecting, Alexa and I with the, with the people who could answer their questions or help. And fortunately, both of these these students are. So, they&#8217;re self-starters and didn&#8217;t require a lot of, micromanaging at all.</p><p>00:28:54:09 &#8211; 00:29:11:11<br />Unknown<br />And I prefer that style. I prefer saying, okay, you can figure it out, and tell me when you do, you know, and, and, and if you can&#8217;t, then, tell me and we&#8217;ll find someone who can help, you know? So that was just kind of, how we how we did it.</p><p>00:29:15:08 &#8211; 00:29:23:01<br />Unknown<br />the. Not the development. What inspired you to, use the spectroscopic mystery activity? And how did it go?</p><p>00:29:23:01 &#8211; 00:30:00:01<br />Unknown<br />we were looking at the activities that were on the website, and that one sounded really fun and that I got across the different, how to read graphs and, you know, how light works and how you can read reflectance to see the color of things. And on top of that, mysteries are fun. I feel like, kids can connect with that and, get that hands on, experience with what we built.</p><p>00:30:00:02 &#8211; 00:30:09:03<br />Unknown<br />Yeah. So can you describe, like, what your setup was for the for the mystery? What? You, you know, you all did what you all found, useful, so on, so forth,</p><p>00:30:09:03 &#8211; 00:30:23:01<br />Unknown<br />Yeah. So spectroscopic mystery, is pretty much where you have the kids, take their own spectral measurements, using the spectrometers of a variety of different materials.</p><p>00:30:23:02 &#8211; 00:30:54:15<br />Unknown<br />And then, you can put up, different spectral graphs, and they get to identify, which one they think it is based on their own measurements. And yeah. So when we did it, I believe we had a couple different things. We had, healthy leaves. We tried to get brown leaves or decaying leaves. And we had, like, folders, notebooks,</p><p>00:30:55:00 &#8211; 00:31:04:02<br />Unknown<br />What else am I forgetting? Something? 3D printed cases, which. Yeah. Which, you know, which failed.</p><p>00:31:04:03 &#8211; 00:31:31:05<br />Unknown<br />Yeah. Yeah. Our first drafts of our 3D printed cases, we were used as, measurements because they&#8217;re black and white. So we tried to get, things of variety of colors to, and it was a lot of fun. We had four working spectrometers that we had the kids and split up into four groups. And each group got their own spectrometer.</p><p>00:31:31:07 &#8211; 00:31:34:08<br />Unknown<br />And it worked really well. Yeah.</p><p>00:31:34:08 &#8211; 00:31:48:09<br />Unknown<br />Yeah. So the lab was basically set up so that we had different, materials, different surfaces, and the kids were given a little demo of how to use the spectrometers.</p><p>00:31:48:09 &#8211; 00:32:12:05<br />Unknown<br />I think it was a little hard for them to pick up on. At first. We had four instruments and we split up in like four groups of 2 or 3. I think was was how we set it up. So we took in one group at a time, and we just had them stand around the table. And then we did a demo of this is how you use the instrument.</p><p>00:32:12:06 &#8211; 00:32:32:05<br />Unknown<br />Usually we did sandwich observations. So we do a calibration reading and then a reading of the object and then the calibration reading. So that was a little hard to, to drill in. You know, there used to just like pointing and clicking and having it be that easy, but it&#8217;s, a little bit more complicated than that.</p><p>00:32:32:06 &#8211; 00:32:57:13<br />Unknown<br />So we yeah, we went around and did that one group at a time and then gave them the rest of the materials. We had a list of materials that they had to measure. So one was like a healthy leaf, a dying leaf. And then things that we just found around the office. So like red binder, orange binder, black binder, black case, white case, just random things that we could get our hands on.</p><p>00:32:57:15 &#8211; 00:33:25:00<br />Unknown<br />And they took, they took measurements of each of those, and then, yeah, it was a little hard teaching them all how to use the instrument. I couldn&#8217;t teach them all how to use the instrument as a class. So we broke up into those subgroups, and I just taught, like 2 or 3 students at a time so they could actually see us clicking the buttons.</p><p>00:33:25:00 &#8211; 00:33:49:10<br />Unknown<br />And holding the instruments. And they were a little confused with, how they were actually going to get the data because we had to use data readers to get the information off the machine after all the measurements had been taken. So what they did was they did like calibration, measurement, calibration, and then they wrote down batch numbers to reference.</p><p>00:33:49:10 &#8211; 00:34:15:09<br />Unknown<br />And they were like, why are we writing down these batch numbers instead of writing down data? So maybe we could have done a better job explaining that. But afterwards we gave them, SD readers that they could plug in to their laptops. Each student had a laptop. We took the SD readers out of the Stella&#8217;s, and then one of the engineering students wrote a really easy,</p><p>00:34:15:10 &#8211; 00:34:46:03<br />Unknown<br />She put it up a website so that they could extract the data pretty easily. So after they got the data, they had these tables that was just like wavelength versus, reflectance. And so they wrote down each wavelength and they wrote down each reflectance. And then with that data, they had to draw like an X-Y graph of the pattern of reflectance versus or wavelength versus reflectance.</p><p>00:34:46:04 &#8211; 00:35:19:00<br />Unknown<br />So it was a lot of steps to get to the end product. And we ended up not having enough time because they were learning a lot all at once. But it was a really good experience. I think they still took away some knowledge from it. We had some issues with the data not reading and correctly like we were getting, I don&#8217;t know, numbers in the thousands for reflectance, which you know, doesn&#8217;t make sense because we&#8217;re looking we&#8217;re supposed to be between 0 and 1.</p><p>00:35:19:01 &#8211; 00:35:49:11<br />Unknown<br />So we had some issues reading in the data where they just had to do the step over again to get their, their valid data and yeah, we had a couple students resulting in trends that actually made sense. So what we were planning on doing was, showing the shapes of wavelength versus reflection up on the board and saying, you know, guess which object this is based on the shape.</p><p>00:35:49:13 &#8211; 00:36:15:01<br />Unknown<br />And then kind of explaining, like, oh, this is more reflective in the green channel because etc., etc., or this is more reflective in red because, it&#8217;s close to the infrared, which has to do with heat. So, you know, that&#8217;s why the number goes up there. Yeah. We were a little bit rushed at the end. We did run out of time, and since we ran the time, a lot of the kids didn&#8217;t get to draw their X-Y plots all the way.</p><p>00:36:15:02 &#8211; 00:36:35:13<br />Unknown<br />So I think we only had one group, with one object came out with it, like correctly. Oh, yeah. So yeah, I would, I would probably better control for, for time next time and just come up with a better way to communicate what they were supposed to do with the time given. But it was still really fun.</p><p>00:36:35:13 &#8211; 00:36:43:08<br />Unknown<br />I think the students had a good time and and walked away with it from it with something. So I consider that mission accomplished.</p><p>00:36:46:14 &#8211; 00:36:47:12<br />Unknown<br />areas where</p><p>00:36:47:12 &#8211; 00:36:55:07<br />Unknown<br />you had issues, can you, can you describe what issues you all ran into in this goes for both or all three of you.</p><p>00:36:55:07 &#8211; 00:36:55:14<br />Unknown<br />Really?</p><p>00:36:55:14 &#8211; 00:37:14:01<br />Unknown<br />so. Well, with my Q2 at least? The problem with the LED button, which ended up being a very simple fix, it was just we had to return it and get a new one. But beforehand it was troubleshooting to make sure that that was the actual problem.</p><p>00:37:14:01 &#8211; 00:37:38:14<br />Unknown<br />So, we used a multimeter to see if voltage was actually getting through and it wasn&#8217;t. And then, I actually it was nice having a second person because then I actually, was able to take the button off the second Q2 and then put it on mine to make sure that, it was actually the button. Then it worked so we could be like, okay, this is definitely the issue.</p><p>00:37:38:15 &#8211; 00:38:11:03<br />Unknown<br />And then we went through the return process and luckily the new one worked. And then a bit of, I guess, I also had a sensor, I believe it was the, this spectral sensor on the 1.1 that, didn&#8217;t connect. It wouldn&#8217;t, connect to. I took a bus, for whatever reason. And it was getting voltage.</p><p>00:38:11:04 &#8211; 00:38:39:04<br />Unknown<br />A light was blinking on it, but, again, it was nice to compare to, you know, because I could see that mine just continued blinking while, hers would turn on and off, and hers was working. So I couldn&#8217;t find anything wrong with it. It just wasn&#8217;t showing up. When I did the test codes. And, so that&#8217;s kind of where the part where I had to do research and see if other people had this problem and other people did have this problem.</p><p>00:38:39:04 &#8211; 00:39:04:11<br />Unknown<br />And apparently it was a somewhat common issue with this specific sensor. So then I, had to go through the return process. Again, I got a second one, but it was from the same batch. So the second one was also faulty. And then it took a few weeks to get the third one, which finally did work.</p><p>00:39:04:12 &#8211; 00:39:34:04<br />Unknown<br />So it was a much longer process. Technically, the spectrometer worked in that time. It just, couldn&#8217;t actually, read Visible light, which was, a little unfortunate, but, when I finally did get it, it was very satisfying. And then, yeah, that was, also a sensor that was soldered on, too. Right. So this wasn&#8217;t just a matter of plugging it and unplugging it each time.</p><p>00:39:34:04 &#8211; 00:39:54:06<br />Unknown<br />Yeah. So this was the one of the more complicated issues. Yeah. Well, I learned my lesson the first time, because I had sorted it on and tested it and realized it didn&#8217;t work. So then for the next two sensors, because the soldering, the whole process I used, I have my own, like, Arduino, control board.</p><p>00:39:54:07 &#8211; 00:40:07:07<br />Unknown<br />And then I just used my own breadboard and tested it on there before soldering it, which made my life a whole lot easier. So that was a good lesson to learn.</p><p>00:40:07:07 &#8211; 00:40:13:00<br />Unknown<br />Excellent. Anyone else? Any any troubles that, weren&#8217;t mentioned?</p><p>00:40:14:00 &#8211; 00:40:40:12<br />Unknown<br />Since Scott. No, I just had at first some troubles with screen, but it was just. I just had drawn wiring it first, but then it worked. So there was also, one the first 3D printing of the case for the Q2 the battery didn&#8217;t fit, so we had to redesign the case for the Q2 to fit the battery that was on the that we had ordered.</p><p>00:40:44:09 &#8211; 00:41:00:12<br />Unknown<br />what was the most challenging technical obstacle you encountered and how do you overcome it. And this can go not only just to the web interface, but to the STELLA itself. And what was it, the, the chips? Was it, you know, the the redesign of the case?</p><p>00:41:00:13 &#8211; 00:41:03:01<br />Unknown<br />What do you think was the most challenging</p><p>00:41:03:06 &#8211; 00:41:42:04<br />Unknown<br />I remember, building the, 1.1, is that was really cool, but also very stressful because, you know, you&#8217;re soldering wires and, resistors and capacitors and, you&#8217;re so worried that you&#8217;re going to put it in the wrong place and then, like you, soldering is a pain. So I think that, was really cool, but definitely, just going through it and going through every step and like, triple checking yourself, it was really hard.</p><p>00:41:42:04 &#8211; 00:42:15:10<br />Unknown<br />I remember, the wiring, the actual display screen, I think was the most difficult part because, you know, you have to go through the holes and, and do all that. I think at one point I, switched, two wires around and my display wasn&#8217;t working. And then I realized I did that. And, it was it was easier to actually, because they&#8217;re colored to what the directions had said to make, you know, it easier to identify.</p><p>00:42:15:10 &#8211; 00:42:42:13<br />Unknown<br />And I think I switched the colors, because it was just easier to change, swap the ends than to actually, make them the right colors that it was. So, that part was very technically difficult. But it also practiced a lot of, skills and soldering and, accuracy. Yeah. Excellent. What about you for you in</p><p>00:42:42:13 &#8211; 00:42:43:11<br />Unknown<br />was the most.</p><p>00:42:43:11 &#8211; 00:42:53:03<br />Unknown<br />Yeah. Absolutely same. Absolutely the same. It was just about the checking everything. Because several times making sure that that&#8217;s how it&#8217;s supposed to be.</p><p>00:42:57:00 &#8211; 00:43:01:08<br />Unknown<br />What would you change or improve about STELLA based on your experience?</p><p>00:43:03:04 &#8211; 00:43:24:13<br />Unknown<br />Or for me, like for STELLA-1.1 I would like to have this in light which you had for STELLA-Q2. It just. It&#8217;s so convenient when you can just, hold, the device just in front of the object, which you want to detect. And, the second thing I really liked is a touch screen, which you have on STELLA-1.1.</p><p>00:43:25:10 &#8211; 00:43:41:10<br />Unknown<br />It would be. It would be amazing if you could put this on STELLA-Q2 and you can, read, at the same time, when you&#8217;re taking the data, you can read what&#8217;s, what&#8217;s the data points to make sure that your like really taking data.</p><p>00:43:42:10 &#8211; 00:44:12:01<br />Unknown<br />Excellent. I think you mentioned this before, with the 1.2, but I think having the troubleshooting as you go is a huge help. This because when you&#8217;re working with so many sensors and one doesn&#8217;t work, I think that would be a huge benefit. But otherwise I completely agree with, Inna, the light on the Q2 was great, especially for taking, like, measurements on leaves.</p><p>00:44:12:02 &#8211; 00:44:15:12<br />Unknown<br />So. Yeah, I think that would be it.</p><p>00:44:19:09 &#8211; 00:44:32:14<br />Unknown<br />How did the hands on nature of solo work affect their ability to ask good scientific questions? Yeah, I know you said there&#8217;s only two days, so they might not have a really ask that many, but it&#8217;s worth a shot under.</p><p>00:44:32:14 &#8211; 00:44:42:07<br />Unknown<br />I think that it really challenge them to improve their technical language.</p><p>00:44:42:09 &#8211; 00:45:04:11<br />Unknown<br />STELLA was really the only like lab experience that we got to do in class because a lot of it, like we do a lot of touring of the campus and visiting museums and hearing from guest lectures, we did do a lot of programing the first week. So I guess you could kind of consider that, like computer lab time.</p><p>00:45:04:12 &#8211; 00:45:39:14<br />Unknown<br />But as far as, like a traditional lab experience that I think of, Stella was the only one that we did. So I think it challenged them to when asking clarifying questions of, how do I get this to work? How do I upload my data? Like, what exactly is the purpose of writing down these batch numbers? I think it allowed them to improve their their technical communication just by elaborating more on like what exactly are we doing here?</p><p>00:45:39:15 &#8211; 00:46:16:05<br />Unknown<br />Because yeah, like I said, we probably could have communicated like the goal and the steps a little bit more, more clearly to them. Yeah. So just following up and figuring out like, what is the purpose of what we&#8217;re even doing? I think it made them a little bit more, more comfortable asking those questions and, yeah, phrasing, phrasing things in a technical way that their instructors and helpers could, could understand and better answer their questions.</p><p>00:46:20:03 &#8211; 00:46:25:01<br />Unknown<br />how did this experience differ from typical classroom or laboratory learning?</p><p>00:46:28:15 &#8211; 00:46:52:15<br />Unknown<br />But I can tell that, for me is the difference was, first of all, you don&#8217;t have, like, any, like, deadlines. And of course you have like some weeks at a time when you need to do, but you don&#8217;t have to rush about the deadline. So you&#8217;re just doing this stuff and, you can really just enjoy the, the process when you&#8217;re doing.</p><p>00:46:53:01 &#8211; 00:47:20:10<br />Unknown<br />And the second thing which was from different is that, it&#8217;s more like a team work. It&#8217;s not just assignment, which just you have, you can work with a team. You can ask, different the type of people about how to debug something as, Sam told We had, and, his colleague Robert Lemke, you helped us very well, so much in electrical engineering.</p><p>00:47:20:11 &#8211; 00:47:31:04<br />Unknown<br />So you can just expand your network with other people and, just enjoy and, learn new skills.</p><p>00:47:31:04 &#8211; 00:47:34:00<br />Unknown<br />Excellent.</p><p>00:47:34:01 &#8211; 00:48:03:01<br />Unknown<br />Yeah. I completely agree with, you know, it&#8217;s it&#8217;s very, different in the way that it&#8217;s very flexible. You can, you can you&#8217;re making a lot of, choices and designs yourself, and that&#8217;s really cool. You it&#8217;s you&#8217;re given essentially a goal, but how you get there, you can vary. And that&#8217;s a really cool process.</p><p>00:48:03:01 &#8211; 00:48:18:14<br />Unknown<br />And even, coding and, just deciding how you want your graphs to look and figuring out how you want to take the data from the spectrometer and how you want to turn out. It&#8217;s just.</p><p>00:48:18:15 &#8211; 00:48:42:11<br />Unknown<br />It is really, really, I was really cool to just, have so much control over that and then also just be able to problem solve yourself and work with a partner and kind of see it applied to the real world.</p><p>00:48:46:08 &#8211; 00:48:50:05<br />Unknown<br />What new skills did you develop through your work with STELLA that you hadn&#8217;t anticipated?</p><p>00:48:52:03 &#8211; 00:49:37:00<br />Unknown<br />I think for me, I got to, get a lot of practice with soldering, with, you know, help, which was great. I also, got to, like, I got to learn a lot of trouble troubleshooting with the electronics. With the problems I ran into, which was a very helpful skill. And then on top of that, just the, trying to come up with how to present, spectrometers to, group of students, in a way that they can understand and how to use, and how to read them.</p><p>00:49:37:02 &#8211; 00:49:39:06<br />Unknown<br />That was a fun challenge.</p><p>00:49:41:09 &#8211; 00:50:13:00<br />Unknown<br />Yeah. For me, I, you know, like before, I was usually using, like, fusion 364 street modeling. And for this project, it was my first time when I used SolidWorks was to the model. Also, it was very interesting to explain, about the spectrometer also to my family, not only to kids, because before I was preparing to explain this to my parents and my sisters, and it was very, very interesting conversation.</p><p>00:50:13:02 &#8211; 00:50:29:00<br />Unknown<br />Yeah. Because they&#8217;re doing biology. That&#8217;s right. But my mom is teaching biology and chemistry, and, she asked me a lot of questions, like how exactly agree with, impacto to my work. Like, how can I explain this to my students? It was it was interesting.</p><p>00:50:32:13 &#8211; 00:50:42:14<br />Unknown<br />based upon your experience, you know, you said you&#8217;d like a little bit more time. What kind of teaching strategies, do you think worked well? And which kind of do you think, didn&#8217;t work quite so well, you know,</p><p>00:50:43:05 &#8211; 00:51:19:13<br />Unknown<br />I think that hands on learning, supplemented with visual material, always works really well in the classroom because at that age, I don&#8217;t really like talking at them for more than maybe ten minutes. Like, I think if we have guest lectures, they&#8217;ll sometimes go 30 minutes. But, you know, if we talk and then do something and then talk and then do something, that is the best way for for them to learn, because I think they can really, tune out easily otherwise.</p><p>00:51:19:14 &#8211; 00:51:40:02<br />Unknown<br />So yeah, I think I would definitely break up, lecture material and any like audio and visual learning with an activity or a hands on example. In order for the material to really sink in, better.</p><p>00:51:41:09 &#8211; 00:51:47:06<br />Unknown<br />What advice would you give to other educators wanting to implement similar programs?</p><p>00:51:48:12 &#8211; 00:52:15:11<br />Unknown<br />I would say that it&#8217;s probably a good idea to do like, a dress rehearsal, so to speak. Just do a dry run of, exactly how you&#8217;re going to teach the students. And one one thing that was kind of a hiccup in our class was that when we were teaching each subgroup how to use the instruments, the other groups were just kind of like sitting and waiting around.</p><p>00:52:15:11 &#8211; 00:52:46:11<br />Unknown<br />It didn&#8217;t have like a lot to do. So I would maybe come up with some sort of activity, like where we&#8217;re while we&#8217;re teaching one subgroup, how to use the instruments and take a reading, the other subgroups can have a collection of materials and kind of take those field notes that we were talking about. So just writing down, observations that they&#8217;re making about the materials that they are planning on measuring with the STELLA&#8217;s, yeah.</p><p>00:52:46:11 &#8211; 00:53:00:05<br />Unknown<br />So writing about color, texture, surfaces, things like that. I think that would be kind of a good filler activity. So they&#8217;re not just like waiting around, waiting to, to take their turn.</p><p>00:53:00:05 &#8211; 00:53:06:00<br />Unknown<br />What aspects of this work do you find most rewarding from an educator&#8217;s perspective?</p><p>00:53:07:09 &#8211; 00:53:34:12<br />Unknown<br />Yeah, I think the most rewarding part is when, the students get a result that makes sense to them and looks correct. So we had, one group, you know, draw the actual spectrum line, and the shape, the shape match, match, what it was supposed to look like. And, you know, they this is the first time they&#8217;ve ever done this.</p><p>00:53:34:12 &#8211; 00:53:55:04<br />Unknown<br />So they drew their line and made their points and they showed it to, me and Alexa, and they were like, is this right? And we were so excited because they had gotten it right. You were like, yeah, you did it. You did it. And they were kind of confused as to like the fact that they got it right.</p><p>00:53:55:05 &#8211; 00:54:26:01<br />Unknown<br />And so we had to like kind of anthem up and, and be like, yeah, you actually did it correctly, like you did what you were supposed to do. So I think that&#8217;s the most rewarding is kind of cheering them on and like, yeah, telling them that they did the activity correctly and then, you know, of course relating in the end back to like why that mattered and why, like what they should have taken away from it.</p><p>00:54:26:01 &#8211; 00:55:06:09<br />Unknown<br />I think when they. Yeah, when they get the right answer on their own, it can be really, really satisfying. When they&#8217;re excited about it. I think in this case, they were like confused as to why why they should be excited about it. And we had to, like, tell them why it was exciting. But yeah, I think if we had done a better, a better job of, just the the logistics of the classroom, then we could have had more of that, like satisfying experience of the students, like being really excited that they&#8217;ve gotten to the the correct answer or they had gotten something to work.</p><p>00:55:10:06 &#8211; 00:55:14:09<br />Unknown<br />How do you see STELLA evolving as an educational tool in the coming years?</p><p>00:55:14:11 &#8211; 00:55:17:07<br />Unknown<br />I&#8217;ll go with Doctor Sam first for this one.</p><p>00:55:19:08 &#8211; 00:55:48:01<br />Unknown<br />Well, I you know, this was such a good experience. I could see, doing this each year with, with, and just building on the results of this group, you know, building I might take on another intern or two next summer and have them do, whatever the next model is of Stella and then build on what, what, Inna and Alexa have done, but also, I think,</p><p>00:55:48:02 &#8211; 00:56:28:01<br />Unknown<br />Yeah, I&#8217;d love to see. So I work mostly with atmospheric scientists, meteorologists. And so, land remote sensing is more my background. And I&#8217;d like to make sure my colleagues know more about that, because we&#8217;re starting to use weather satellites to look at things like fire and smoke and things that are related to land processes. So, I kind of see it professionally, actually helping educate my own colleagues to so I think it could be kind of a I could imagine growing this program within my own, my own work.</p><p>00:56:33:06 &#8211; 00:56:47:10<br />Unknown<br />Okay. How much your contributions to help expand STELLA&#8217;s reach. Help expand STELLA&#8217;s reach to, more student populations, more in different student populations.</p><p>00:56:49:00 &#8211; 00:57:24:06<br />Unknown<br />You get the question? I think so, I think so this would probably be a good one for Alexa Ross, but, it, I can just say that one of our. We&#8217;ve through a new program, we&#8217;ve learned that one of the best ways to get to grow, curriculum or, our outreach is, by teaching teachers. And so when, if we can have summer summer workshops or we could work with teachers, then they can take it into their classrooms.</p><p>00:57:24:07 &#8211; 00:57:48:12<br />Unknown<br />And that&#8217;s kind of a way to, you know, an avenue for expanding. But I think Alexa Ross has pretty good connections within the Madison community here. And that was in Wisconsin. And, I believe that that, she got plans for her, expanding curriculum and using these tools.</p><p>00:57:52:09 &#8211; 00:57:55:14<br />Unknown<br />so you worked with, Inna and Alexa,</p><p>00:57:55:14 &#8211; 00:58:16:15<br />Unknown<br />what changes did you observe in, intellectual engagement and enthusiasm for STEM learning throughout their STELLA experience? Yeah. I didn&#8217;t really work. I worked with them closely towards the end, when we were ready to implement everything they had done into classroom curriculum.</p><p>00:58:17:00 &#8211; 00:58:39:06<br />Unknown<br />But for the most part, they were just really good, self-starting. And, you know, we gave them, like, a schedule of, you know, like week one you should do this week to do this. And they were they didn&#8217;t really need much oversight at all. They knew the mission. They were really efficient at, finding what they needed to find.</p><p>00:58:39:07 &#8211; 00:59:29:03<br />Unknown<br />I think it was helpful because Alexa mattson was a UW and or is a UW engineering student, so she already had knowledge of things like where to find the 3D printer and how to get into that makerspace and design and print what they needed. So that was really helpful. I think that I was really impressed at the end with their ability to communicate to the students, you know, not only the background of what like spectroscopy, spectroscopy is, but when they were teaching the students how to use the instruments, just their communication skills, because, yeah, I didn&#8217;t interact with them a ton leading up to this.</p><p>00:59:29:04 &#8211; 00:59:51:11<br />Unknown<br />And in a especially seemed a little quiet. So I wasn&#8217;t sure how she was going to do like presenting to students, because now you have to speak loudly. There are these loud ventilators in the back of the classroom, so sometimes it&#8217;s hard to hear. But they did a really great job. So I was impressed in the end by their science communication skills.</p><p>00:59:51:11 &#8211; 01:00:25:11<br />Unknown<br />And I know that they also had to do like an internal SCC presentation that all of our, student undergraduate interns have to do. So I think maybe, maybe if they had been like preparing or practicing for that, it helped. But they did a great job in the end in the classroom. And, yeah. So I was impressed by their science communication skills, both presenting in front of the class, but also just working one on one with the students who needed a little bit of help on how to, take the measurements correctly and then how to extract the data from the SD cards.</p><p>01:00:25:11 &#8211; 01:00:37:03<br />Unknown<br />They were really willing to sit down and troubleshoot with the student and work with them one on one to, accomplish their tasks and goals. While</p><p>01:00:37:03 &#8211; 01:00:41:08<br />Unknown<br />was the most important thing. You want people to know about your STELLA project?</p><p>01:00:45:04 &#8211; 01:01:10:07<br />Unknown<br />It was such a fun and educational, project. I had so much fun this summer doing it that it didn&#8217;t even feel like a job. It, genuinely all the different skills, I got to learn from week to week and, just the way I was so different from week to week, was really great.</p><p>01:01:10:07 &#8211; 01:01:34:14<br />Unknown<br />And this is the variety of things you get to do. It&#8217;s. I, I didn&#8217;t realize it, till we did, like, our final presentation at the end. Or even, like, putting that presentation together is just how much stuff we were able to do. And that was so cool because it was only ten weeks. And it didn&#8217;t feel like ten weeks.</p><p>01:01:34:14 &#8211; 01:01:36:12<br />Unknown<br />So. Yeah.</p><p>01:01:36:12 &#8211; 01:02:07:04<br />Unknown<br />Okay. So yeah, for me, still is. It&#8217;s also like about, like be confident about that either, like engineering and, I want to continue doing engineering and, it&#8217;s also like about, that you are working with as many fields as I&#8217;ve mentioned. That&#8217;s right. You you can combine your programing skills like your, like soldering, like everything.</p><p>01:02:07:05 &#8211; 01:02:24:12<br />Unknown<br />And, just enjoy the process and and don&#8217;t be, like, pressured. That it&#8217;s something super difficult. It&#8217;s not like everything, is in Google or ChatGPT So you can just ask them and they will answer you.</p><p>01:02:25:01 &#8211; 01:02:54:12<br />Unknown<br />Excellent. I think the memorable thing for me is the, is, is, is watching these two students teach each other things and learn from each other, and, and, I think, yeah, the stuff STELLA is in this kind of a it&#8217;s almost like a catalyst for learning. It makes a lot of learning happen, and it&#8217;s all you know, centered around this device.</p><p>01:02:54:12 &#8211; 01:03:18:09<br />Unknown<br />But like Alexa pointed out, it crosses all these boundaries into other disciplines and other, topics. And, so it&#8217;s, yeah, I think of it almost like the spokes of a wheel, you know, it&#8217;s like this. So STELLA can be the hub in the middle. And there&#8217;s all of these topics and possible questions and things to explore that, that radiate out from that.</p><p>01:03:18:09 &#8211; 01:03:23:14<br />Unknown<br />And so yeah, it was just really a pleasure to work, work on this project.</p><p>01:03:23:14 &#8211; 01:03:42:04<br />Unknown<br />How has, working with STELLA changed your perspective on, NASA technology or space science or just, you know, remote sensing and all that? So how does it change your perspective basically on, on the various technologies that are out there?</p><p>01:03:42:04 &#8211; 01:04:03:12<br />Unknown<br />I can do that for me. I always thought that NASA it&#8217;s something so far from me that I maybe can get access to this on only after getting PhD, but, this summer I you find out that you don&#8217;t have to finish your PhD to work with some NASA materials. You can be even a high school kid.</p><p>01:04:03:13 &#8211; 01:04:19:06<br />Unknown<br />It&#8217;s. Yeah, it&#8217;s open source. And, you can do it even from your home. And, it doesn&#8217;t require some, like, super expensive equipment. You can just buy it on, on Digikey or Amazon and build on your own.</p><p>01:04:19:06 &#8211; 01:04:42:15<br />Unknown<br />I think for me, I, the part of the NASA was focused on is the, like other planets, space access, aspect of it. And getting to work spectrometers and also learning about how it can be used to track wildfires, vegetation health and all these different, applications.</p><p>01:04:43:00 &#8211; 01:05:03:02<br />Unknown<br />Just on Earth was really cool. And then having also, the ability to build an instrument, that&#8217;s not super expensive. That&#8217;s super simple to use. To actually see that on a smaller scale was was really cool.</p><p>01:05:06:15 &#8211; 01:05:11:05<br />Unknown<br />surprised you most about working with solar technology? And again, this goes to anyone.</p><p>01:05:11:05 &#8211; 01:05:34:15<br />Unknown<br />for me, it was really surprising. The, in the end, when we were comparing our data with, Landsat data, we had the the satellite. What? The name phone was the one set, right? Yeah. So when we were comparing results with when I said I was surprised when our results got really like they were very, very close.</p><p>01:05:35:00 &#8211; 01:05:57:01<br />Unknown<br />And that&#8217;s why I was, I was really surprised that, with this very cheap machine, like, can take same result as something that is in the, in space, which is like very, very far away. And, I had a feeling like I touched something like, like something super Samsung unusual.</p><p>01:05:57:01 &#8211; 01:06:21:12<br />Unknown<br />I, I think that thing that was, I was, I was surprised how I wasn&#8217;t sure what to expect, honestly, with, like, where are we going to be able to get all the parts we needed? You know, I mean, at the beginning of this, I really wasn&#8217;t sure if we were, you know, the goal is to make for spectrometers, but I had no idea if it was really going to happen or not.</p><p>01:06:21:12 &#8211; 01:06:44:14<br />Unknown<br />You know, we had ten weeks and we had all these other goals like, okay. And so I think, you know, we got the parts took about a week. We got the and then they built them so quickly that we had plenty of time to work on other things, which was so great. And, and basically every time we met, it was kind of like, okay, what are we going to do next?</p><p>01:06:44:14 &#8211; 01:07:05:01<br />Unknown<br />You know, like and and so I guess for me, it just what was surprising about the whole program is how it kind of, there was kind of a feedback loop and, almost a snowballing effect where it got better and better as we went along because we got, we got to do more and learn more and discover as we went.</p><p>01:07:05:01 &#8211; 01:07:15:07<br />Unknown<br />So I think that was I thought it was just going to be making spectrometers. Honestly, I didn&#8217;t think we were going to do everything else that we ended up doing.</p><p>01:07:16:08 &#8211; 01:07:49:03<br />Unknown<br />Excellent. And Alexa, I think what surprised surprised me the most, was just, how much? You could do with the spectrometers and what kind of different experiments you can use them for, because there&#8217;s so much more even than what we did. I know one of the things I ended up doing was I collected a variety of leaves, and then I, left them on my desk for, like, a week.</p><p>01:07:49:04 &#8211; 01:08:16:03<br />Unknown<br />And then I compared the spectral measurements of when I first got them, and then a week later, which is really cool, because then you get to see the drop in the infrared and then, the, absorption, absorption. And like, the blue and red, parts of the spectrum on the graph. And it was cool to physically see that just on something I left on my desk for a week.</p><p>01:08:16:04 &#8211; 01:08:37:07<br />Unknown<br />But even that, like when I went through the GitHub, some of the suggestions of different experiments, there&#8217;s so much that you can do and there&#8217;s so, so much you can learn. Just like with any spectrometer. Excellent. No. Good question. Did you, did you use a, any kind of white reference? Normalize your,</p><p>01:08:37:08 &#8211; 01:08:58:02<br />Unknown<br />Okay. What did you what did you all use? What was your. We had a we essentially took a piece of construction paper. And put it we taped it to a box, so that, when we were outside that it could just, sit on the grass. And then we, took calibration measurements from it.</p><p> </p></div></div></div></div></div>								</div>
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									<p>Related story: <em><a href="https://science.gsfc.nasa.gov/stella/inna-shapovalenko-alexa-matson-open-source-engineering-for-the-future-stem-workforce/">Inna Shapovalenko and Alexa Matson: Open-Source Engineering for the Future STEM Workforce with STELLA</a> </em></p>								</div>
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		<p>The post <a href="https://science.gsfc.nasa.gov/stella/student-voices-real-engineering-success-with-stella-instruments/">Student Voices: Real Engineering Success with STELLA Instruments</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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		<title>Inna Shapovalenko and Alexa Matson: Open-Source Engineering for the Future STEM Workforce</title>
		<link>https://science.gsfc.nasa.gov/stella/inna-shapovalenko-alexa-matson-open-source-engineering-for-the-future-stem-workforce/</link>
		
		<dc:creator><![CDATA[Michael Taylor]]></dc:creator>
		<pubDate>Fri, 22 Aug 2025 15:14:00 +0000</pubDate>
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					<description><![CDATA[<p>Inna Shapovalenko and Alexa Matson's collaborative journey with the STELLA project showcases how open-source engineering provides students with real-world skills through hardware design, software development, and community-driven innovation.</p>
<p>The post <a href="https://science.gsfc.nasa.gov/stella/inna-shapovalenko-alexa-matson-open-source-engineering-for-the-future-stem-workforce/">Inna Shapovalenko and Alexa Matson: Open-Source Engineering for the Future STEM Workforce</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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					<h2 class="elementor-heading-title elementor-size-default">Inna Shapovalenko and Alexa Matson:
<br />Open-Source Engineering for the <br />Future STEM Workforce with STELLA</h2>				</div>
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					<h2 class="elementor-heading-title elementor-size-default">Building Real-World Engineering Skills Through Open Source</h2>				</div>
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									<p class="mb-2 whitespace-pre-wrap"><a href="https://github.com/STELLA-Landsat/STELLA/discussions/72" target="_blank" rel="noopener"><strong>Inna Shapovalenko&#8217;s and Alexa Matson&#8217;s Journey</strong></a> with the STELLA project exemplifies how open-source engineering projects can provide students with authentic workforce development experiences. During their summer internship at the Space Science and Engineering Center at the University of Wisconsin–Madison, they contributed to both hardware and software development while gaining exposure to collaborative engineering practices that mirror professional environments.</p>								</div>
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									<p>Shared files include the Spectroscopic Mystery activity with worksheet and presentation and Q2 case designs by Inna and Alexa: </p>								</div>
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									<span class="elementor-button-text">STEM Class Files</span>
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					<a class="elementor-button elementor-button-link elementor-size-sm" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/Inna_case_for_STELLA-Q2.zip">
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									<span class="elementor-button-text">Inna Q2 Case</span>
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								<div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="1 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_6241_Inna" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM1MSwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzYyNDFfSW5uYS1lMTc1NjMyNTA0OTM5Mi5qcGciLCJzbGlkZXNob3ciOiJhYTYwNzg4In0%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_6241_Inna-e1756325049392.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_6241_Inna-e1756325049392-raw1ad0uvpj71m9n2tok98sa7f8fozlkvs6h31n4io.jpg" alt="Inna Shapovalenko" /><figcaption class="elementor-image-carousel-caption">Inna Shapovalenko, Space Science and Engineering Center at the University of Wisconsin–Madison intern</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="2 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="thumbnail_IMG_6630" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM5MywidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOVwvdGh1bWJuYWlsX0lNR182NjMwLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/09/thumbnail_IMG_6630.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/thumbnail_IMG_6630-rb4li4uuomt5yx1dk17eq9il59kwr31sere1x1tuao.jpg" alt="Alexa Matson Space Science and Engineering Center at the University of Wisconsin–Madison intern" /></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="3 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_6071" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM2NCwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzYwNzEtc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_6071-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_6071-scaled-raxocajw87rtrq8f4rpynrtdugsewhedu5z66pi3kw.jpg" alt="Inna showing off modified STELLA-Q2 case with larger battery" /><figcaption class="elementor-image-carousel-caption">Inna showing off modified STELLA-Q2 case with larger battery</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="4 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_0599" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM2MSwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzA1OTktc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_0599-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_0599-scaled-raxoaym4jny7bm61wozzmlwvjtcozx42nkpeplh6e8.jpg" alt="Alexa taking spectral measurements and measuring disatance," /><figcaption class="elementor-image-carousel-caption">Alexa taking spectral measurements and measuring disatance,</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="5 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_6084" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM2NSwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzYwODQtc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_6084-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_6084-scaled-raxocqj5gedp93l7jgmmc5s7y0lnjc5tkd2fceuen4.jpg" alt="Modified STELLA-Q2 case with larger battery" /><figcaption class="elementor-image-carousel-caption">Modified STELLA-Q2 case with larger battery</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="6 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_6187" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM3MiwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzYxODctc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_6187-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_6187-scaled-raxoffcj0c28gxoku4h6yzcp4pcgk5u69o9frwuuu8.jpg" alt="Completed modified STELLA-Q2 to house larger battery" /><figcaption class="elementor-image-carousel-caption">Completed modified STELLA-Q2 to house larger battery</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="7 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_0396" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM2MCwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzAzOTYtc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_0396-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_0396-scaled-raxoaczu6h4lwl1gexnkj9d9vyb92vq8wlp8o8d8dc.jpg" alt="Alexa soldering STELLA-1.1" /><figcaption class="elementor-image-carousel-caption">Alexa soldering STELLA-1.1</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="8 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_6124" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM2NiwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzYxMjQtc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_6124-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_6124-scaled-raxoczxjcqqkh77k0kow13etvvbbob74xnla56ggww.jpg" alt="Inna soldering STELLA" /><figcaption class="elementor-image-carousel-caption">Inna soldering STELLA</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="9 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_6129" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM2NywidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzYxMjktc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_6129-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_6129-scaled-raxodfwskxcfykkcf9ljphdnzf4kb5yknuojavsrz4.jpg" alt="STELLA-1.1 wiring front" /><figcaption class="elementor-image-carousel-caption">STELLA-1.1 wiring front</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="10 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_6139" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM2OCwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzYxMzktc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_6139-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_6139-scaled-raxodvw1t3ybfxx4tyi7dvci2yxsy0q0e1rsgl531c.jpg" alt="STELLA-1.1 wiring back" /><figcaption class="elementor-image-carousel-caption">STELLA-1.1 wiring back</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="11 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_6151" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM2OSwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzYxNTEtc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_6151-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_6151-scaled-raxoebvb1ak6xb9x8nev29bc6ir1kvhg48v1mahe3k.jpg" alt="STELLA-1.1 completed wiring of main breadboard and screen breakout board." /><figcaption class="elementor-image-carousel-caption">STELLA-1.1 completed wiring of main breadboard and screen breakout board.</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="12 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_6178" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM3MSwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzYxNzgtc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_6178-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_6178-scaled-raxof6vzatqnkg0v7itjujhjs8i5mvwl8ie2gf7ee8.jpg" alt="A working STELLA-1.1 without 3D printed case." /><figcaption class="elementor-image-carousel-caption">A working STELLA-1.1 without 3D printed case.</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="13 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_6168" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM3MCwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzYxNjgtc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_6168-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_6168-scaled-raxoeqwq2n4s32o2stww65ipooox0155ibatapv3c0.jpg" alt="Inna showing off STELLA-1.1 with GPS" /><figcaption class="elementor-image-carousel-caption">Inna showing off STELLA-1.1 with GPS</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="14 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_6208" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM3MywidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzYyMDgtc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_6208-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_6208-scaled-raxofsi9o0k8zh5gpa5yxw15g3jljxaezhe8hsbcf4.jpg" alt="Completed STELLA-1.1 with GPS" /><figcaption class="elementor-image-carousel-caption">Completed STELLA-1.1 with GPS </figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="15 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_6253" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM3NCwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzYyNTMtc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_6253-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_6253-scaled-raxogogs4drzy7v1inzaanytn762tmtafvkqt6zyjk.jpg" alt="Inna Taking calibration measurements." /><figcaption class="elementor-image-carousel-caption">Inna Taking calibration measurements.</figcaption></figure></a></div><div class="swiper-slide" role="group" aria-roledescription="slide" aria-label="16 of 16"><a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="aa60788" data-elementor-lightbox-title="IMG_1034" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzM2MywidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvSU1HXzEwMzQtc2NhbGVkLmpwZyIsInNsaWRlc2hvdyI6ImFhNjA3ODgifQ%3D%3D" href="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/IMG_1034-scaled.jpg"><figure class="swiper-slide-inner"><img decoding="async" class="swiper-slide-image" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/elementor/thumbs/IMG_1034-scaled-raxobsoymd3dn4yd1201uebmk58fu8fhfpky2g8kv4.jpg" alt="Classroom using STELLA instruments" /><figcaption class="elementor-image-carousel-caption">Classroom using STELLA instruments</figcaption></figure></a></div>			</div>
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									<p>Working as a team under the supervision of Dr. Sam Batzli, <span style="font-family: Calibri, sans-serif; font-size: 11pt; color: #000000; caret-color: #000000;">CIMSS/Space Science &amp; Engineering Center, </span>and Alexa Ross, <span style="color: rgba(0, 0, 0, 0.9); font-family: -apple-system, system-ui, 'system-ui', 'Segoe UI', Roboto, 'Helvetica Neue', 'Fira Sans', Ubuntu, Oxygen, 'Oxygen Sans', Cantarell, 'Droid Sans', 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Lucida Grande', Helvetica, Arial, sans-serif; font-size: 16px;">Research and Outreach at the Cooperative Institute for Meteorological Satellite Studies</span>, Inna and Alexa Matson tackled a practical engineering challenge: designing cases for the STELLA-Q2 spectrometer that could accommodate a 2200mAh battery. This project required them to apply 3D modeling skills, understand electronic component integration, and consider user interface design principles.</p><p>The case design work provided Inna and Alexa with experience in mechanical engineering fundamentals, including component packaging, thermal management considerations, and manufacturing constraints for 3D printing. Each version they developed addressed different user needs, teaching valuable lessons about design iteration and requirement analysis.</p>								</div>
				</div>
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<a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="d6c9376" data-elementor-lightbox-title="473496719-b5536681-ed0a-41b5-a468-56f8c244504b" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzI5OSwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvNDczNDk2NzE5LWI1NTM2NjgxLWVkMGEtNDFiNS1hNDY4LTU2ZjhjMjQ0NTA0Yi5wbmciLCJzbGlkZXNob3ciOiJkNmM5Mzc2In0%3D" href='https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/473496719-b5536681-ed0a-41b5-a468-56f8c244504b.png'><img loading="lazy" decoding="async" width="171" height="300" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/473496719-b5536681-ed0a-41b5-a468-56f8c244504b-171x300.png" class="attachment-medium size-medium" alt="Inna&#039;s 1.1 with GPS" srcset="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/473496719-b5536681-ed0a-41b5-a468-56f8c244504b-171x300.png 171w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/473496719-b5536681-ed0a-41b5-a468-56f8c244504b.png 413w" sizes="(max-width: 171px) 100vw, 171px" /></a>
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					<h2 class="elementor-heading-title elementor-size-default">Software Development in Real Applications</h2>				</div>
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				<div class="elementor-element elementor-element-de70b6b elementor-widget elementor-widget-text-editor" data-id="de70b6b" data-element_type="widget" data-widget_type="text-editor.default">
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									<p class="mb-2 whitespace-pre-wrap">Beyond hardware work, Inna developed web-based tools that would be used by educators and students worldwide. Her first website, built using Python Flask and HTML, supported both STELLA-1.1 and STELLA-Q2 systems. The platform enabled users to upload CSV files from the device&#8217;s SD card, input measurement parameters, and generate spectral graphs with accompanying data tables.</p><p class="mb-2 whitespace-pre-wrap">This development work exposed Inna to full-stack web development, database management, and user interface design – all critical skills in today&#8217;s technology workforce.</p>								</div>
				</div>
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<a data-elementor-open-lightbox="yes" data-elementor-lightbox-slideshow="87de91a" data-elementor-lightbox-title="473504838-29b2dcbb-282e-40ed-8e92-5292f6c2db09" data-e-action-hash="#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzI5NSwidXJsIjoiaHR0cHM6XC9cL3NjaWVuY2UuZ3NmYy5uYXNhLmdvdlwvc3RlbGxhXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDI1XC8wOFwvNDczNTA0ODM4LTI5YjJkY2JiLTI4MmUtNDBlZC04ZTkyLTUyOTJmNmMyZGIwOS5wbmciLCJzbGlkZXNob3ciOiI4N2RlOTFhIn0%3D" href='https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/473504838-29b2dcbb-282e-40ed-8e92-5292f6c2db09.png'><img loading="lazy" decoding="async" width="252" height="300" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/473504838-29b2dcbb-282e-40ed-8e92-5292f6c2db09-252x300.png" class="attachment-medium size-medium" alt="Inna&#039;s dataviewer data entry 3" srcset="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/473504838-29b2dcbb-282e-40ed-8e92-5292f6c2db09-252x300.png 252w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/473504838-29b2dcbb-282e-40ed-8e92-5292f6c2db09-768x913.png 768w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/08/473504838-29b2dcbb-282e-40ed-8e92-5292f6c2db09.png 850w" sizes="(max-width: 252px) 100vw, 252px" /></a>
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				<div class="elementor-element elementor-element-9be38c4 elementor-widget elementor-widget-text-editor" data-id="9be38c4" data-element_type="widget" data-widget_type="text-editor.default">
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									<p class="mb-2 whitespace-pre-wrap">Custom STELLA-Dataviewer created by Inna from HTML and Python Flask.</p>								</div>
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					<h2 class="elementor-heading-title elementor-size-default">Community-Driven Development Process</h2>				</div>
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									<p>Inna and Alexa&#8217;s work contributed to the broader STELLA community, which operates through an open-source development model hosted on GitHub. <span style="color: #374151; font-family: Inter, sans-serif; font-size: 16px; white-space-collapse: preserve;">Their work, funded in part by <a href="https://americaview.org/" target="_blank" rel="noopener">AmericaView</a> and <a href="https://wisconsinview.org/" target="_blank" rel="noopener">WisconsinView</a>, demonstrates how student contributions to open-source projects can have immediate practical impact while providing valuable professional development experience. </span>The STELLA project maintains an active<a style="background-color: #ffffff;" href="https://github.com/STELLA-Landsat/STELLA/discussions" target="_blank" rel="noopener"> community forum</a> where users share experiences, request features, and collaborate on improvements.</p><p>They documented their contributions in the community forum, sharing their case designs and software tools with the global STELLA user base. <a href="https://github.com/STELLA-Landsat/STELLA/discussions/72" target="_blank" rel="noopener">Their story</a> demonstrates how students can contribute meaningfully to open-source projects while developing professional skills.</p>								</div>
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					<h2 class="elementor-heading-title elementor-size-default">Iterative Design Based on User Feedback</h2>				</div>
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									<p class="mb-2 whitespace-pre-wrap">A crucial workforce development experience came when Inna and Alexa received feedback from educators using their tools. After discussions with teachers, they recognized that &#8220;a simpler version of the tool was needed—one that focuses on generating a table of irradiance and reflectance values for each material at specific wavelengths.&#8221;</p><p class="mb-2 whitespace-pre-wrap">This feedback led to the development of a streamlined version, which was subsequently deployed to Render for easier classroom access. The experience of receiving user requirements, redesigning based on feedback, and deploying improved solutions mirrors common professional software development cycles.</p>								</div>
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					<h2 class="elementor-heading-title elementor-size-default">Open-Source Collaboration Skills</h2>				</div>
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				<div class="elementor-element elementor-element-e1cbeee elementor-widget elementor-widget-text-editor" data-id="e1cbeee" data-element_type="widget" data-widget_type="text-editor.default">
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									<p class="mb-2 whitespace-pre-wrap">Through their STELLA work, Inna and Alexa gained experience with collaborative development practices essential in modern engineering environments:</p><ul><li><strong>Version Control</strong>: Managing code and design files in shared repositories</li><li><strong>Documentation</strong>: Creating clear instructions and specifications for other users</li><li><strong>Community Engagement</strong>: Participating in forums and responding to user needs</li><li><strong>Cross-disciplinary Communication</strong>: Working with educators, scientists, and fellow engineers</li></ul>								</div>
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					<h2 class="elementor-heading-title elementor-size-default">Preparing for Technical Careers</h2>				</div>
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									<p class="mb-2 whitespace-pre-wrap">Inna and Alexa&#8217;s internship provided exposure to the type of interdisciplinary problem-solving that characterizes modern STEM careers. They worked across hardware and software domains, interfaced with end users, and contributed to a project with global reach. Their solutions needed to be both technically sound and practically implementable by users with varying technical backgrounds.</p><p class="mb-2 whitespace-pre-wrap">The open-source nature of the STELLA project meant that Inna and Alexa&#8217;s work would continue to be used, modified, and improved by others – providing them with a portfolio of real-world applications and community impact that extends beyond traditional academic projects.</p>								</div>
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					<h2 class="elementor-heading-title elementor-size-default">Skills for the Modern Workforce</h2>				</div>
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									<p class="mb-2 whitespace-pre-wrap">Through their STELLA contributions, Inna and Alexa developed competencies increasingly valued in STEM careers:</p><ul><li><strong>Systems Thinking</strong>: Understanding how hardware, software, and user requirements interconnect</li><li><strong>Agile Development</strong>: Iterating designs based on user feedback and changing requirements</li><li><strong>Technical Communication</strong>: Documenting work for diverse audiences and skill levels</li><li><strong>Open Collaboration</strong>: Contributing to community-driven projects with distributed teams</li></ul>								</div>
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					<h2 class="elementor-heading-title elementor-size-default">Community Impact and Continued Development</h2>				</div>
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									<p class="mb-2 whitespace-pre-wrap">Inna and Alexa&#8217;s case designs and software tools became part of the STELLA open-source library available to people worldwide. Their work demonstrates how student contributions to open-source projects can have immediate practical impact while providing valuable professional development experience.</p><p class="mb-2 whitespace-pre-wrap">The GitHub community forum continues to serve as a platform where students, educators, and researchers share improvements and innovations, creating a sustainable model for workforce development through authentic engineering practice.</p>								</div>
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					<h2 class="elementor-heading-title elementor-size-default">A Model for STEM Workforce Preparation</h2>				</div>
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									<p class="mb-2 whitespace-pre-wrap">Inna and Alexa&#8217;s experience illustrates how open-source engineering projects can bridge the gap between academic learning and professional practice. By contributing to real tools used by a global community, students gain experience with the collaborative, iterative, and user-focused approach that characterizes modern engineering work.</p><p class="mb-2 whitespace-pre-wrap">Their journey from interns to contributors in the STELLA community demonstrates how open-source projects can provide students with portfolios of meaningful work, professional networks, and practical skills that translate directly to STEM career success.</p>								</div>
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									<p>Related video: <em><a href="https://science.gsfc.nasa.gov/stella/student-voices-real-engineering-success-with-stella-instruments/">Student Voices: Real Engineering Success with STELLA Instruments</a>​</em></p>								</div>
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		<p>The post <a href="https://science.gsfc.nasa.gov/stella/inna-shapovalenko-alexa-matson-open-source-engineering-for-the-future-stem-workforce/">Inna Shapovalenko and Alexa Matson: Open-Source Engineering for the Future STEM Workforce</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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		<title>Preparing Tomorrow&#8217;s STEM Workforce: STELLA Technology in Education</title>
		<link>https://science.gsfc.nasa.gov/stella/preparing-tomorrows-stem-workforce-stella-technology-in-education/</link>
		
		<dc:creator><![CDATA[Michael Taylor]]></dc:creator>
		<pubDate>Mon, 21 Jul 2025 19:44:46 +0000</pubDate>
				<category><![CDATA[Education]]></category>
		<category><![CDATA[Engagement]]></category>
		<category><![CDATA[Helio-STELLA]]></category>
		<category><![CDATA[Instruments]]></category>
		<category><![CDATA[News]]></category>
		<category><![CDATA[STELLA-1.1]]></category>
		<category><![CDATA[STELLA-1.2]]></category>
		<category><![CDATA[STELLA-AQ]]></category>
		<category><![CDATA[STELLA-Q2]]></category>
		<category><![CDATA[Use Case]]></category>
		<category><![CDATA[Video]]></category>
		<category><![CDATA[education]]></category>
		<category><![CDATA[engineering]]></category>
		<category><![CDATA[manufacturing]]></category>
		<category><![CDATA[science]]></category>
		<category><![CDATA[STEM]]></category>
		<category><![CDATA[workforce]]></category>
		<guid isPermaLink="false">https://science.gsfc.nasa.gov/stella/?p=3187</guid>

					<description><![CDATA[<p>Lynn Nichols now PK-12 Director of Education Technology at Gilman, showcases how NASA's STELLA technology is building critical 21st-century skills and preparing students for STEM careers.</p>
<p>The post <a href="https://science.gsfc.nasa.gov/stella/preparing-tomorrows-stem-workforce-stella-technology-in-education/">Preparing Tomorrow&#8217;s STEM Workforce: STELLA Technology in Education</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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									<p class="mb-2 whitespace-pre-wrap"><strong>An innovative teacher is using NASA&#8217;s STELLA instrument to bridge the gap between space technology and K-12 education, creating hands-on learning experiences that prepare students for tomorrow&#8217;s workforce.</strong></p><h2 style="--tw-border-spacing-x: 0; --tw-border-spacing-y: 0; --tw-translate-x: 0; --tw-translate-y: 0; --tw-rotate: 0; --tw-skew-x: 0; --tw-skew-y: 0; --tw-scale-x: 1; --tw-scale-y: 1; --tw-scroll-snap-strictness: proximity; --tw-ring-offset-width: 0px; --tw-ring-offset-color: #fff; --tw-ring-color: rgba(59, 130, 246, .5); --tw-ring-offset-shadow: 0 0 rgba(0,0,0,0); --tw-ring-shadow: 0 0 rgba(0,0,0,0); --tw-shadow: 0 0 rgba(0,0,0,0); --tw-shadow-colored: 0 0 rgba(0,0,0,0); font-size: 24px; font-weight: 600; margin-top: 2rem; margin-bottom: 1rem; color: #111827; line-height: 1.33333; font-family: Inter, sans-serif; border: 0px solid #e3e3e3;">The Foundation &#8211; TPACK Framework in Action</h2><p class="mb-2 whitespace-pre-wrap" style="--tw-border-spacing-x: 0; --tw-border-spacing-y: 0; --tw-translate-x: 0; --tw-translate-y: 0; --tw-rotate: 0; --tw-skew-x: 0; --tw-skew-y: 0; --tw-scale-x: 1; --tw-scale-y: 1; --tw-scroll-snap-strictness: proximity; --tw-ring-offset-width: 0px; --tw-ring-offset-color: #fff; --tw-ring-color: rgba(59, 130, 246, .5); --tw-ring-offset-shadow: 0 0 rgba(0,0,0,0); --tw-ring-shadow: 0 0 rgba(0,0,0,0); --tw-shadow: 0 0 rgba(0,0,0,0); --tw-shadow-colored: 0 0 rgba(0,0,0,0); margin-bottom: 1.25em; white-space-collapse: preserve; color: #374151; font-family: Inter, sans-serif; font-size: 16px; border: 0px solid #e3e3e3;">Lynn Nichols draws from her dissertation research on makerspaces to explain how NASA&#8217;s STELLA technology fits into proven educational frameworks. Using the TPACK model (Technology, Pedagogy, and Content Knowledge), she emphasizes that teachers need hands-on experience with STELLA before successfully incorporating it into their classrooms. This approach ensures that technology integration enhances rather than disrupts effective teaching practices.</p><h2 style="--tw-border-spacing-x: 0; --tw-border-spacing-y: 0; --tw-translate-x: 0; --tw-translate-y: 0; --tw-rotate: 0; --tw-skew-x: 0; --tw-skew-y: 0; --tw-scale-x: 1; --tw-scale-y: 1; --tw-scroll-snap-strictness: proximity; --tw-ring-offset-width: 0px; --tw-ring-offset-color: #fff; --tw-ring-color: rgba(59, 130, 246, .5); --tw-ring-offset-shadow: 0 0 rgba(0,0,0,0); --tw-ring-shadow: 0 0 rgba(0,0,0,0); --tw-shadow: 0 0 rgba(0,0,0,0); --tw-shadow-colored: 0 0 rgba(0,0,0,0); font-size: 24px; font-weight: 600; margin-top: 2rem; margin-bottom: 1rem; color: #111827; line-height: 1.33333; font-family: Inter, sans-serif; border: 0px solid #e3e3e3;">Real-World Science in the Classroom</h2><p class="mb-2 whitespace-pre-wrap" style="--tw-border-spacing-x: 0; --tw-border-spacing-y: 0; --tw-translate-x: 0; --tw-translate-y: 0; --tw-rotate: 0; --tw-skew-x: 0; --tw-skew-y: 0; --tw-scale-x: 1; --tw-scale-y: 1; --tw-scroll-snap-strictness: proximity; --tw-ring-offset-width: 0px; --tw-ring-offset-color: #fff; --tw-ring-color: rgba(59, 130, 246, .5); --tw-ring-offset-shadow: 0 0 rgba(0,0,0,0); --tw-ring-shadow: 0 0 rgba(0,0,0,0); --tw-shadow: 0 0 rgba(0,0,0,0); --tw-shadow-colored: 0 0 rgba(0,0,0,0); margin-bottom: 1.25em; white-space-collapse: preserve; color: #374151; font-family: Inter, sans-serif; font-size: 16px; border: 0px solid #e3e3e3;">Students using STELLA engage in authentic scientific research that mirrors professional environmental work. Through spectral analysis and NDVI (Normalized Difference Vegetation Index) measurements, they can instantly determine plant health and distinguish between vegetation and non-vegetation surfaces. This immediate feedback creates engaging learning experiences while building technical competencies in remote sensing and data analysis.</p><h2 style="--tw-border-spacing-x: 0; --tw-border-spacing-y: 0; --tw-translate-x: 0; --tw-translate-y: 0; --tw-rotate: 0; --tw-skew-x: 0; --tw-skew-y: 0; --tw-scale-x: 1; --tw-scale-y: 1; --tw-scroll-snap-strictness: proximity; --tw-ring-offset-width: 0px; --tw-ring-offset-color: #fff; --tw-ring-color: rgba(59, 130, 246, .5); --tw-ring-offset-shadow: 0 0 rgba(0,0,0,0); --tw-ring-shadow: 0 0 rgba(0,0,0,0); --tw-shadow: 0 0 rgba(0,0,0,0); --tw-shadow-colored: 0 0 rgba(0,0,0,0); font-size: 24px; font-weight: 600; margin-top: 2rem; margin-bottom: 1rem; color: #111827; line-height: 1.33333; font-family: Inter, sans-serif; border: 0px solid #e3e3e3;">From Local to Global &#8211; Connecting Classroom Data to Satellite Observations</h2><p class="mb-2 whitespace-pre-wrap" style="--tw-border-spacing-x: 0; --tw-border-spacing-y: 0; --tw-translate-x: 0; --tw-translate-y: 0; --tw-rotate: 0; --tw-skew-x: 0; --tw-skew-y: 0; --tw-scale-x: 1; --tw-scale-y: 1; --tw-scroll-snap-strictness: proximity; --tw-ring-offset-width: 0px; --tw-ring-offset-color: #fff; --tw-ring-color: rgba(59, 130, 246, .5); --tw-ring-offset-shadow: 0 0 rgba(0,0,0,0); --tw-ring-shadow: 0 0 rgba(0,0,0,0); --tw-shadow: 0 0 rgba(0,0,0,0); --tw-shadow-colored: 0 0 rgba(0,0,0,0); margin-bottom: 1.25em; white-space-collapse: preserve; color: #374151; font-family: Inter, sans-serif; font-size: 16px; border: 0px solid #e3e3e3;">The STELLA program creates powerful learning connections by combining hands-on measurements with Landsat satellite data. Students study real environmental challenges, such as comparing urban heat island effects between Providence and Buffalo, or measuring chlorophyll levels in the Chesapeake Bay. This approach helps students understand how local observations connect to broader environmental patterns.</p>								</div>
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									<p>&#8220;I think the connections between their community and everything that <strong>Landsat</strong> is doing, I think are really powerful and an important takeaway. You know, so much of what we&#8217;re able to do here, at ground level is because of advancements that <strong>NASA</strong> has made and then, you know, shared with the country and the world.&#8221;</p>								</div>
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									<h2 style="--tw-border-spacing-x: 0; --tw-border-spacing-y: 0; --tw-translate-x: 0; --tw-translate-y: 0; --tw-rotate: 0; --tw-skew-x: 0; --tw-skew-y: 0; --tw-scale-x: 1; --tw-scale-y: 1; --tw-scroll-snap-strictness: proximity; --tw-ring-offset-width: 0px; --tw-ring-offset-color: #fff; --tw-ring-color: rgba(59, 130, 246, .5); --tw-ring-offset-shadow: 0 0 rgba(0,0,0,0); --tw-ring-shadow: 0 0 rgba(0,0,0,0); --tw-shadow: 0 0 rgba(0,0,0,0); --tw-shadow-colored: 0 0 rgba(0,0,0,0); font-size: 24px; font-weight: 600; margin-top: 2rem; margin-bottom: 1rem; color: #111827; line-height: 1.33333; font-family: Inter, sans-serif; border: 0px solid #e3e3e3;">Innovation and Problem-Solving</h2><p class="mb-2 whitespace-pre-wrap" style="--tw-border-spacing-x: 0; --tw-border-spacing-y: 0; --tw-translate-x: 0; --tw-translate-y: 0; --tw-rotate: 0; --tw-skew-x: 0; --tw-skew-y: 0; --tw-scale-x: 1; --tw-scale-y: 1; --tw-scroll-snap-strictness: proximity; --tw-ring-offset-width: 0px; --tw-ring-offset-color: #fff; --tw-ring-color: rgba(59, 130, 246, .5); --tw-ring-offset-shadow: 0 0 rgba(0,0,0,0); --tw-ring-shadow: 0 0 rgba(0,0,0,0); --tw-shadow: 0 0 rgba(0,0,0,0); --tw-shadow-colored: 0 0 rgba(0,0,0,0); margin-bottom: 1.25em; white-space-collapse: preserve; color: #374151; font-family: Inter, sans-serif; font-size: 16px; border: 0px solid #e3e3e3;">Nichols envisions students using STELLA for community-focused projects that develop both technical skills and civic engagement. From building and monitoring water irrigation systems to improving school air quality, students identify local problems and use STELLA to evaluate their solutions. Advanced applications include attaching STELLA sensors to robots for environmental monitoring, creating direct connections to NASA&#8217;s Mars rover missions.</p><h2 style="--tw-border-spacing-x: 0; --tw-border-spacing-y: 0; --tw-translate-x: 0; --tw-translate-y: 0; --tw-rotate: 0; --tw-skew-x: 0; --tw-skew-y: 0; --tw-scale-x: 1; --tw-scale-y: 1; --tw-scroll-snap-strictness: proximity; --tw-ring-offset-width: 0px; --tw-ring-offset-color: #fff; --tw-ring-color: rgba(59, 130, 246, .5); --tw-ring-offset-shadow: 0 0 rgba(0,0,0,0); --tw-ring-shadow: 0 0 rgba(0,0,0,0); --tw-shadow: 0 0 rgba(0,0,0,0); --tw-shadow-colored: 0 0 rgba(0,0,0,0); font-size: 24px; font-weight: 600; margin-top: 2rem; margin-bottom: 1rem; color: #111827; line-height: 1.33333; font-family: Inter, sans-serif; border: 0px solid #e3e3e3;">Workforce Development Impact</h2><p class="mb-2 whitespace-pre-wrap" style="--tw-border-spacing-x: 0; --tw-border-spacing-y: 0; --tw-translate-x: 0; --tw-translate-y: 0; --tw-rotate: 0; --tw-skew-x: 0; --tw-skew-y: 0; --tw-scale-x: 1; --tw-scale-y: 1; --tw-scroll-snap-strictness: proximity; --tw-ring-offset-width: 0px; --tw-ring-offset-color: #fff; --tw-ring-color: rgba(59, 130, 246, .5); --tw-ring-offset-shadow: 0 0 rgba(0,0,0,0); --tw-ring-shadow: 0 0 rgba(0,0,0,0); --tw-shadow: 0 0 rgba(0,0,0,0); --tw-shadow-colored: 0 0 rgba(0,0,0,0); margin-bottom: 0px; white-space-collapse: preserve; color: #374151; font-family: Inter, sans-serif; font-size: 16px; border: 0px solid #e3e3e3;">This educational approach directly addresses the growing need for skilled professionals in environmental science, precision agriculture, and geospatial technology. Students develop job-ready skills in data collection, analysis, and scientific methodology while working with the same tools used by NASA professionals and industry leaders. The result is a pipeline of STEM-literate graduates prepared for high-demand careers in emerging technology sectors.</p>								</div>
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									<div class="relative flex flex-shrink-0 flex-col items-center"><div class="flex h-6 w-6 items-center justify-center overflow-hidden rounded-full"><div class="relative flex h-9 w-9 items-center justify-center rounded-sm p-1 text-white" title="All ChatGSFC"><div class="h-6 w-6"><div class="overflow-hidden rounded-full"><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> So incorporating STELLA into the classroom, I think follows just general good pedagogy in general. Sort of. Sorry. Let me think about this for a second. So incorporating STELLA into the classroom uses regular classroom pedagogy, I think.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> So it ties into my research. I do, as part of my dissertation work, I&#8217;m looking at, how makerspaces tie in with our traditional sort of understanding of te pack, which is technology pedagogy and content knowledge. It&#8217;s a framework, a theoretical framework created by Mishra and Kolar. And it talks about how essentially, in order to incorporate technology effectively into teaching, teachers need to have an individual full technological knowledge of whatever they&#8217;re working with and individual content, knowledge of their content area and, and pedagogical knowledge.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> But in addition to those three separate buckets, they also need a combined bucket of how all of those interact. And, so my work sort of extends that to makerspaces. And knowledge of broadening access to Stem. And so my sort of thought is that they need those that sort of try combined knowledge, but they also need knowledge of how to get students into Stem.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> And they also have it all situated sort of in makerspace contexts. So teachers using these makerspace technologies in an effective way to sort of do all of the above. And I think that the STELLA and incorporating the STELLA into the classroom very much follows, those sort of frameworks that, that I just mentioned. It is something that to get teachers to use it, they really need an opportunity to play with it and think about how they would design for their own classrooms using using STELLA&#8217;s.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> They also, you can do this through design challenges without me. Sharon Kolar originally sort of, created this. They gave teachers challenges to incorporate a technology into their pedagogy. And through that challenge, teachers really started to to build that t pack that combined knowledge. And I think, by working with you sort of in thinking about how I could incorporate STELLA into my classes, into my robotics classes, into the National Science Foundation, Noyce grant teacher work.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> That sort of served as the challenge to figure out how the STELLA would sort of naturally enhance the content, how I would structure my classes to bring it in and how I could, you know, sort of fit it into my traditional sort of pedagogical approach to teaching and learning.</p><p class="mb-2 whitespace-pre-wrap"><strong>Mike Taylor:</strong> So can you walk me through some, say, STELLA activities that you&#8217;ve developed for your study? </p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> Yeah, absolutely. Can you give me one second? I&#8217;m just going to open them up so that I can talk more. I can give you the specifics of everything that that we&#8217;ve done. So the first thing that we talked about with, STELLA was how it interacts with plants. And so we. And you also were part of this, talked about how when, light from the sun is interacting with a plant leaf, it is, producing and reflecting, near infrared wavelengths. It&#8217;s also, you know, we&#8217;re seeing that sort of, reflecting of the green, sort of wavelengths, too.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> But that near infrared pieces is what I think is really interesting. And so in doing, in developing these activities, I was doing some research and stumbled across a, it was a, an apple tree study where they were looking at blight with an apple tree, and they saw that there was a very, significant and pretty immediate dip in the near infrared, compared with the green sort of wavelengths.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> I think it took I&#8217;m looking at the data correctly. It took like about seven days to see a dip, sort of in the, in the green. But it was, I think, day. Gosh, what was that? They were starting to see sort of weird things happening with the near infrared after day one. Which was really interesting.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> So that was sort of my first thought was, how can we bring those connections in? And so from there, I really, you know, it&#8217;s sort of a back and forth between, hearing from you about what STELLA can do and then also doing research into how STELLA can reinforce content and reinforce, sort of important sort of takeaways that we want students to have.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> So the activities that we developed and I&#8217;m still opening them up, I build slideshow and slideshow on slideshow. So the first activity was, an activity on monitoring vegetation health. And so we know that, access to nutritious food, you know, impacts your ability to grow, but it also impacts your brain development. And we know that access to nutritious food early on can really make a difference in terms of IQ and sort of long term health.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> And so if you don&#8217;t have enough food in the first thousand days of your life, your brain may never reach its full potential is, sort of a takeaway from one of the podcasts that we listened to. We also know that, in farming, it&#8217;s something like 70% of water, is used by farming. And of that 70%, 40% is lost to the environment due to poor irrigation.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> And so if we can, better sort of target what needs water when we can help reduce that sort of loss of water. Let&#8217;s see. And so the we used STELLA to collect data on, plants, and we looked at reflectance, irradiance and ndVi data to determine the health of the plant. And then sort of discussed that, with our groups, and that was a nice introductory kind of activity to how to use the STELLA and the data viewer and all of those pieces in order to, introduce teachers and students to the functionality of STELLA, while also, sort of reinforcing some sort of biology content with that.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> We also there was also some additional readings on using Landsat to measure Chlorophyl in the Chesapeake Bay and then, chlorophyl and sea surface temperature. That was, interesting. We also talked about urban heat islands. And so, we know that I&#8217;m going back to my stats, so the Landsat seven satellite helps to determine the impact of, lack of trees on a region.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> So there was a comparison done between Providence, Rhode Island and Buffalo, New York. And, there are similar latitudes. Providence is 83% densely developed in terms of urban development. And Buffalo, I think is 43% densely developed. Providence had temperatures that were nearly 20 to 22 degrees warmer, than the surrounding towns, whereas Buffalo was only 13 degrees warmer than the surrounding towns.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> So we were really like looking at that urban heat island effect, with that sort of Landsat study. And to, sort of use STELLA to hammer these points home. We talked about how we used a heat lamp and compared, the temperature of a surface, that had some foliage blocking it in comparison, without foliage blocking it, and looked at the sort of temperature comparisons.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> We also looked at green spaces and downtown Baltimore. So there&#8217;s a study and it indicates that, an increase in tree density of one standard deviation for, a region can be associated with a 24% lower prevalence of asthma in that region. And so we talked about how, you know, STELLA could be used to monitor temperatures in cities, based on, sort of increased green spaces and where we could add green spaces into our cities in order to, to reduce asthma and, and reduce those heat island kind of effects, because asthma is sort of associated with some of those heat island pieces.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> And then the last activity, we looked at air quality. And so this was related to that, the Landsat piece, the Landsat eight Operational Land Imager, that collected this green vigor, collected it was used to predict the concentration of particulate matter less than ten micrometers in Delhi, India. And so great, we know that pollution and air quality are well-documented issues in India.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> And atmospheric visible spectrum reflectance data collected from Landsat 8 passes was reviewed and compared with data from the Central Pollution Control Board for corresponding dates. And that was a study from 2017. And so for that activity, we looked at how, STELLA, air quality pieces could be used to look at air quality in classrooms and help sort of benefit that.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> And so these were all designed as sort of introductory activities with STELLA. They all use graphs. And so looking at the data, graphing the data, from the spectrometer, some of it is, you know, just very clearly, you know, following a trend that students can make predictions on other pieces are just really helpful for them for making long term sort of judgment calls, the NDVI value, for example, is something that, you know, students can get an immediate sort of snapshot of how a plant is doing or if they&#8217;re even looking at a plant or if they&#8217;re looking at something else, like cement.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> And so I think that in terms of developing the activities, it&#8217;s a really cyclical process. Looking at previous Landsat data, looking at how STELLA works, looking at content and how those pieces can be combined and sort of a more authentic way that can help students engage with STELLA and engage with Stem in their community.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> So, I mean, off the top of my head, I could see students building a water irrigation system and still being used to monitor which, system is sort of working best for the plants based on, how how happy those plants are from an ndVi standpoint. I could also, you know, see something similar, for air quality for students, you know, using something like moss to, try to improve air quality and improve, you know, something, within their, their classrooms and within their schools and use, STELLA to, to monitor that.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> I could see yeah. It just essentially having students identify problems within their community and then use it to help evaluate the efficacy of their planned intervention to address that problem. And I could also see, students using STELLA in conjunction with, you know, sort of other, digital fabrication kinds of pieces, you know, like attaching a STELLA to a robot and using, you know, designing a robot that would be able to go into, sort of more extreme environments and then use the STELLA to take readings, that kind of a thing and that, you know, sort of, mimics what we&#8217;re doing with, Mars rovers, which is a really cool, I think, connection for students to see.</p><p class="mb-2 whitespace-pre-wrap"><strong>Mike Taylor:</strong> what do you hope teachers take away from using STELLA in their classrooms?</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> I think the connections between the, their, their community and everything that Landsat is doing, I think are really powerful and an important takeaway. You know, so much of what we&#8217;re able to do here, at ground level is because of advancements that NASA has made and then, you know, shared with with the country in the world.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> I think that&#8217;s a really important takeaway is, is that our space program is so important. And really benefiting all of us in ways that we don&#8217;t immediately realize and understand. I know I&#8217;ve learned a lot about Landsat and how it benefits me and my community. And, my family through, the work that we&#8217;ve done together, which I think is really important.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> I also think, anytime we can get teachers to see that incorporating as sort of like handheld, spectrometers and microcontrollers and Arduino into their teaching, in an organic and sort of meaningful way, just reiterates how accessible these tools are. I know a lot of teachers fear when they don&#8217;t immediately know everything about what they&#8217;re incorporating. And I think that while, you know, that can be really scary, I think it&#8217;s also just so important that teachers are trying new things and taking this sort of, risk with this accessible technology.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> It&#8217;s not really a risk, right? Taking, you know, a chance on this accessible technology in their classroom, I think is, an important takeaway, that it&#8217;s it&#8217;s something that&#8217;s easy to do and, and can really impact learning in a meaningful way. I think that, showing students that they can be citizen scientists, and use, use these tools in order to impact their communities is really important.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> And, good takeaway for teachers. And I think that, just reminding teachers that 3D printing can be used to create these really useful tools, for their classroom and community. Are is also really important.</p><p class="mb-2 whitespace-pre-wrap"><strong>Mike Taylor:</strong> putting you on the spot here because of course, I&#8217;ll be listening. So what has it been like working directly with NASA scientists on an educational research? What has it been like working directly with, with NASA folks on, on STELLA&#8217;s? I guess we can rephrase it that way or whatever.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> It&#8217;s been a lot of fun. I really love talking with you, Mike. I love talking with Elana I&#8217;ve loved talking with Matt Pearce. And really, everybody that I&#8217;ve chatted with has been so interesting to, to talk to and to learn about what they&#8217;re doing with NASA. I have been just so appreciative of the time that you&#8217;ve you&#8217;ve just given so freely to help our, teacher fellows at Towson, learn about Landsat, learn about STELLA.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> And I really appreciate you giving up, you know, some of your weekend time to, to help us really, learn more about everything that is happening with NASA. I feel like everyone has been so kind and, so accessible and really helped us. And our students learn whenever we ask, which I appreciate, because I know I ask a lot.</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> I, I appreciated you coming, on zoom to speak with my students about everything with NASA and, Landsat and GIS. So thank you so much for that. It&#8217;s been really wonderful to work with everyone.</p></div></div></div></div></div>								</div>
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		<p>The post <a href="https://science.gsfc.nasa.gov/stella/preparing-tomorrows-stem-workforce-stella-technology-in-education/">Preparing Tomorrow&#8217;s STEM Workforce: STELLA Technology in Education</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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		<title>Bringing NASA Technology to the Classroom: One Educator&#8217;s Mission to Transform STEM Learning</title>
		<link>https://science.gsfc.nasa.gov/stella/bringing-nasa-technology-to-the-classroom-one-educators-mission-to-transform-stem-learning/</link>
		
		<dc:creator><![CDATA[Michael Taylor]]></dc:creator>
		<pubDate>Mon, 14 Jul 2025 00:39:35 +0000</pubDate>
				<category><![CDATA[Education]]></category>
		<category><![CDATA[Engagement]]></category>
		<category><![CDATA[Helio-STELLA]]></category>
		<category><![CDATA[Instruments]]></category>
		<category><![CDATA[News]]></category>
		<category><![CDATA[STELLA-1.1]]></category>
		<category><![CDATA[STELLA-1.2]]></category>
		<category><![CDATA[STELLA-AQ]]></category>
		<category><![CDATA[STELLA-Q2]]></category>
		<category><![CDATA[Use Case]]></category>
		<category><![CDATA[Video]]></category>
		<category><![CDATA[education]]></category>
		<category><![CDATA[engineering]]></category>
		<category><![CDATA[manufacturing]]></category>
		<category><![CDATA[science]]></category>
		<category><![CDATA[STEM]]></category>
		<guid isPermaLink="false">https://science.gsfc.nasa.gov/stella/?p=3159</guid>

					<description><![CDATA[<p>Lynn Nichols transforms STEM education using NASA's STELLA instrument, bridging 3D printing, robotics &#038; space technology in K-12 classrooms.</p>
<p>The post <a href="https://science.gsfc.nasa.gov/stella/bringing-nasa-technology-to-the-classroom-one-educators-mission-to-transform-stem-learning/">Bringing NASA Technology to the Classroom: One Educator&#8217;s Mission to Transform STEM Learning</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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									<p class="mb-2 whitespace-pre-wrap"><strong>An innovative teacher is using NASA&#8217;s STELLA instrument to bridge the gap between space technology and K-12 education, creating hands-on learning experiences that prepare students for tomorrow&#8217;s workforce.</strong></p><p class="mb-2 whitespace-pre-wrap">Lynn Nichols discovered a remarkable teaching tool when she was introduced to NASA&#8217;s STELLA instrument—a 3D-printed handheld spectrometer that combines everything she loves about STEM education. &#8220;I love working with STELLA because it is so based on Arduino technologies and other kinds of microcontroller pieces,&#8221; explains the Instructional Technology Coach at Gilman School.</p><h3>From Robotics to Space Technology</h3><p class="mb-2 whitespace-pre-wrap">Her path to educational technology leadership wasn&#8217;t traditional. Through the Virginia Space Grant Consortium, Lynn participated in BLAST camps and dove into First Tech Challenge robotics competitions. This hands-on experience with microcontrollers, Arduino programming, and electronics became the foundation for her current work with NASA&#8217;s STELLA instrument—a 3D-printed handheld spectrometer that embodies her STEAM education philosophy.</p><h3>Real-World Impact in the Classroom</h3><p>The STELLA instrument naturally incorporates multiple STEAM disciplines: students engage in digital fabrication through its 3D-printed casing, develop electronics skills through soldering components, and apply data science concepts through real-world environmental monitoring. Lynn&#8217;s students use these NASA-developed tools to monitor urban heat islands, assess vegetation health for food security, and measure air quality—directly connecting classroom learning to global environmental challenges and space missions.</p>								</div>
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									&#8220;We all need to be able to breathe good air. We all need to be able to stay safe in the summer when temperatures are rising,&#8221; Lynn emphasizes. &#8220;STELLA really creates opportunities for engagement with students, and ways for students to get excited about the world around them.&#8221;								</div>
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									<h3>Preparing Tomorrow&#8217;s Workforce</h3><p class="mb-2 whitespace-pre-wrap">Lynn&#8217;s approach represents more than just innovative teaching—it&#8217;s workforce development in action. By combining traditional mathematics and science curricula with cutting-edge manufacturing technologies, robotics programming, and NASA applications, she is preparing students with the practical skills and problem-solving mindsets needed for careers in engineering, manufacturing, and technology fields.</p><p class="mb-2 whitespace-pre-wrap">Her work with STELLA demonstrates how educators can successfully integrate NASA technology into accessible classroom experiences, making STEM education more relevant and engaging while building the technical workforce of tomorrow.</p>								</div>
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									<div class="relative flex flex-shrink-0 flex-col items-center"><div class="flex h-6 w-6 items-center justify-center overflow-hidden rounded-full"><div class="relative flex h-9 w-9 items-center justify-center rounded-sm p-1 text-white" title="All ChatGSFC"><div class="h-6 w-6"><div class="overflow-hidden rounded-full"><strong>Mike Taylor:</strong> So sitting here with Lynn Nichols. Lynn, thank you for joining me. And if you could, please give me a bit of your background.</div></div></div></div></div><div class="relative flex w-11/12 flex-col agent-turn"><div class="flex flex-col gap-1"><div class="flex max-w-full flex-grow flex-col gap-0"><div class="text-message flex min-h-[20px] flex-col items-start gap-3 overflow-visible [.text-message+&amp;]:mt-5" dir="auto"><div class="markdown prose message-content dark:prose-invert light w-full break-words dark:text-gray-100"><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> I am currently a pre-K through 12 instructional technology coach at the Gilman School. I also teach mathematics and robotics and technology.</p><p class="mb-2 whitespace-pre-wrap">I am also working on a PhD in instructional technology at Towson University. Specifically, I&#8217;m looking at how makerspace technologies can be used to broaden access to STEM. And I also do a lot of work with microcontrollers as part of my work with robotics. I love working with Arduinos, and I&#8217;ve done some really cool BattleBots activities with microcontrollers, which are really fun too.</p><p class="mb-2 whitespace-pre-wrap">And so I love working with STELLA because it is so based on Arduino technologies and other kinds of microcontroller pieces. I also love playing Ultimate Frisbee and I enjoy doing any astronomy activities that I can get my hands on.</p><p class="mb-2 whitespace-pre-wrap"><strong>Mike Taylor:</strong> How did you first learn about the STELLA instrument and what drew you to focus on them as educational tools?</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> Yeah. So Elana Resnick introduced me to you, Mike. And you introduced me to this STELLA tool, to sort of our work at how we can leverage it to enhance mathematics curriculum. And I saw that as a really incredible opportunity to get teachers connected with NASA and connected with handheld spectrometers that they can really easily employ in their classrooms.</p><p class="mb-2 whitespace-pre-wrap">So, the work that we did with Towson University, their National Science Foundation Noyce Grant teacher fellows, I think really demonstrates how it can be used in an effective way. We used STELLA to talk about all of the data applications of using the handheld spectrometers to measure temperature and look at urban heat islands and talked about how it can be used to check vegetation health in order to make sure that we have access to nutritious food across the country and crops are not endangered.</p><p class="mb-2 whitespace-pre-wrap">And then we also looked at how it can be used to check air quality. We know that that is just such an important piece of student health. And so all of those really help connect students with digital fabrication and industrial manufacturing and all of the amazing things that NASA is doing with Landsat and how Landsat really helps protect our health and our access to nutritious food and our air quality.</p><p class="mb-2 whitespace-pre-wrap"><strong>Mike Taylor:</strong> What made you see the connection between STELLA and STEAM making?</p><p class="mb-2 whitespace-pre-wrap"><strong>Lynn Nichols:</strong> It&#8217;s 3D printed.</p><p class="mb-2 whitespace-pre-wrap">I mean, that&#8217;s the first and foremost piece is that it&#8217;s all the 3D printed casing. And that is just so naturally related to digital fabrication. Also, all of the soldering pieces—you know, soldering is something that we do really regularly in our robotics classes. And so that&#8217;s something that students are used to and we do pretty regularly and felt like a natural connection to STELLA. The data analysis that goes into taking the readings and then looking at the results is also something that is a natural connection to our math classrooms and curriculum.</p><p class="mb-2 whitespace-pre-wrap">And I always think that the microcontroller connections are just so cool. I love using Arduinos for different kinds of things. It&#8217;s a great introductory tool to electronics and to coding for students. They&#8217;re very powerful for really helping students segue into more advanced coding topics. It gives nice introductions to things like loops, arrays.</p><p class="mb-2 whitespace-pre-wrap">You can also do a lot of conditional logic pieces with them. And so it&#8217;s just like a nice coding tool and all of that is wrapped up in a STELLA.</p></div></div></div></div></div>								</div>
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		<p>The post <a href="https://science.gsfc.nasa.gov/stella/bringing-nasa-technology-to-the-classroom-one-educators-mission-to-transform-stem-learning/">Bringing NASA Technology to the Classroom: One Educator&#8217;s Mission to Transform STEM Learning</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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		<title>STELLA Workshop &#8211; June 2 and 3</title>
		<link>https://science.gsfc.nasa.gov/stella/stella-workshop-june-2-and-3/</link>
		
		<dc:creator><![CDATA[Michael Taylor]]></dc:creator>
		<pubDate>Tue, 03 Jun 2025 22:56:01 +0000</pubDate>
				<category><![CDATA[Callout-Frontpage]]></category>
		<category><![CDATA[Education]]></category>
		<category><![CDATA[Engagement]]></category>
		<category><![CDATA[Instruments]]></category>
		<category><![CDATA[News]]></category>
		<category><![CDATA[STELLA-Q2]]></category>
		<category><![CDATA[Workshop]]></category>
		<category><![CDATA[education]]></category>
		<category><![CDATA[NASA]]></category>
		<category><![CDATA[STEM]]></category>
		<guid isPermaLink="false">https://science.gsfc.nasa.gov/stella/?p=2087</guid>

					<description><![CDATA[<p>The STELLA (Science and Technology Education for Land/Life Assessment) Workshop was held on June 2-3, 2025, at NASA Goddard Space Flight Center as an educational initiative connecting NASA remote sensing technologies with classroom instruction</p>
<p>The post <a href="https://science.gsfc.nasa.gov/stella/stella-workshop-june-2-and-3/">STELLA Workshop &#8211; June 2 and 3</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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									<p class="mb-2 whitespace-pre-wrap">In spring 2025, NASA Goddard Space Flight Center began planning an ambitious STELLA workshop scheduled for June 2-3. The planning committee consisted of Rachel White, Mike Taylor, Paul Mirel, Alicia Joseph, Bri Lind, Joseph Eimer and others, who started meeting as early as April 28 to organize what would become a significant educational event. The team carefully selected participants, ultimately finalizing a roster limited to 14 attendees.</p>								</div>
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									<p class="mb-2 whitespace-pre-wrap">The committee crafted a comprehensive two-day agenda focused on introducing educators to STELLA technology. The workshop was designed to provide hands-on experience with the STELLA-Q2 instruments – affordable spectral instruments that allow users to essentially &#8220;become the satellite&#8221; through ground-based remote sensing.</p><p class="mb-2 whitespace-pre-wrap">Each participant would build their own Q2 spectrometer. The planning team ordered these components well in advance, ensuring everything would be ready for the June workshop.</p>								</div>
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									<p class="mb-2 whitespace-pre-wrap">The workshop began at 8:45 AM with refreshments and a pre-survey as participants arrived at NASA Goddard. At 9:00 AM, formal introductions started with an icebreaker where participants shared their favorite natural phenomena – from cloud types to preferred crops.</p><p class="mb-2 whitespace-pre-wrap">Paul led a session explaining what STELLA is and the purpose behind its creation, emphasizing how it bridges satellite-based comparison, field research, citizen science, and classroom applications. The holistic approach highlighted how users effectively &#8220;become the satellite&#8221; through these handheld instruments.</p><p class="mb-2 whitespace-pre-wrap">By 9:30 AM, Bri presented an introduction to remote sensing, covering the basics of spectral signatures, infrared light, and how vegetation appears differently based on its health status. This foundation prepared participants for the hands-on activities to follow.</p><p class="mb-2 whitespace-pre-wrap">The late morning saw participants building their own STELLA-Q2 devices, programming them, and conducting initial tests with construction paper to ensure proper functionality. An informal visit by <a href="https://appliedsciences.nasa.gov/what-we-do/capacity-building/develop" target="_blank" rel="noopener">NASA DEVELOP</a> to discuss the program happened around lunchtime. After lunch, teams of four or fewer ventured outdoors to collect data, learning about calibration and measurement techniques firsthand.</p>								</div>
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									<p class="mb-2 whitespace-pre-wrap">The second day began with participants reflecting on their new capabilities. Having built their own instruments, they discussed what they wanted to learn and how they might apply STELLA in their own educational environments. Teams developed simple measurement plans and compared their expectations with actual data results.</p><p class="mb-2 whitespace-pre-wrap">Morning activities included taking field notes by batch number and time, with various measurement options including tests on paints, plants, built surfaces, water with food coloring, and even an apple placed on grass. By 11:00 AM, participants were extracting and plotting their data, learning to isolate specific measurements from the total dataset and analyze differential data between measurements. Dr. Petya Campbell, the STELLA Lead scientist, came by to talk to and instruct participants while taking their measurements.</p><p class="mb-2 whitespace-pre-wrap">Representatives from <a href="https://www.nasaacres.org/" target="_blank" rel="noopener">NASA Acres</a> visited to discuss their program and STELLA&#8217;s applications for agricultural learning.</p><p class="mb-2 whitespace-pre-wrap">During lunch, the workshop featured a sneak peek at upcoming STELLA versions (1.2 and AQ). The afternoon concluded with team presentations of their findings, with the workshop officially ending at 1:30 PM. Some participants took the opportunity to visit the Goddard Visitor Center and gift shop, while others stayed behind for further discussion until the final departure at 2:30 PM.</p>								</div>
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															<img loading="lazy" decoding="async" width="843" height="324" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/06/STELLA_workshopJune2025_Participants-1024x394.png" class="attachment-large size-large wp-image-2106" alt="STELLA workshop June 2025 participants" srcset="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/06/STELLA_workshopJune2025_Participants-1024x394.png 1024w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/06/STELLA_workshopJune2025_Participants-300x116.png 300w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/06/STELLA_workshopJune2025_Participants-768x296.png 768w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/06/STELLA_workshopJune2025_Participants-1536x592.png 1536w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/06/STELLA_workshopJune2025_Participants-2048x789.png 2048w" sizes="(max-width: 843px) 100vw, 843px" />															</div>
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									<p class="mb-2 whitespace-pre-wrap">The workshop successfully brought together educators from different institutions, providing them not only with the knowledge but also the physical tools (STELLA-Q2 devices) to implement remote sensing education in their classrooms.</p><p class="mb-2 whitespace-pre-wrap">The approach emphasized the collaborative nature of science, demonstrating how collecting and sharing data contributes to a clearer understanding of our world. Participants learned that unexpected results aren&#8217;t failures but learning opportunities, building resilience in scientific inquiry while connecting curiosity with problem-solving skills.</p><p class="mb-2 whitespace-pre-wrap">By the workshop&#8217;s conclusion, these educators had transformed from passive learners into instrument builders and data collectors, ready to bring satellite science down to earth for their own students and contribute to NASA&#8217;s broader educational and scientific goals.</p>								</div>
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		<p>The post <a href="https://science.gsfc.nasa.gov/stella/stella-workshop-june-2-and-3/">STELLA Workshop &#8211; June 2 and 3</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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		<title>STEM Professional Development Workshop for Educators</title>
		<link>https://science.gsfc.nasa.gov/stella/stem-professional-development-workshop-for-educators/</link>
		
		<dc:creator><![CDATA[Michael Taylor]]></dc:creator>
		<pubDate>Sat, 24 May 2025 03:43:00 +0000</pubDate>
				<category><![CDATA[Education]]></category>
		<category><![CDATA[Engagement]]></category>
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		<category><![CDATA[Helio-STELLA]]></category>
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		<category><![CDATA[STELLA-AQ]]></category>
		<category><![CDATA[STELLA-Q2]]></category>
		<category><![CDATA[Workshop]]></category>
		<category><![CDATA[education]]></category>
		<category><![CDATA[science]]></category>
		<category><![CDATA[STEM]]></category>
		<guid isPermaLink="false">https://science.gsfc.nasa.gov/stella/?p=2062</guid>

					<description><![CDATA[<p>NASA’s Goddard Space Flight Center brought the Science and Technology Education for Land/Life Assessment (STELLA) project to local educators during a specialized workshop at American University’s Don Myers Technology &#038; Innovation Building on Saturday.</p>
<p>The post <a href="https://science.gsfc.nasa.gov/stella/stem-professional-development-workshop-for-educators/">STEM Professional Development Workshop for Educators</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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									<p class="mb-2 whitespace-pre-wrap">NASA&#8217;s Goddard Space Flight Center brought the Science and Technology Education for Land/Life Assessment (STELLA) project to local educators during a specialized workshop at American University&#8217;s Don Myers Technology &amp; Innovation Building on Saturday.</p><p class="mb-2 whitespace-pre-wrap">The professional development session, designed for teachers from across DC, Maryland, and Virginia, showcased how NASA technology can be adapted for classroom use through low-cost, hands-on instruments that demonstrate principles of remote sensing and environmental monitoring.</p>								</div>
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															<img loading="lazy" decoding="async" width="843" height="278" src="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/06/classroom_May24_2025-1024x338.png" class="attachment-large size-large wp-image-2063" alt="Classroom May 24, 2025" srcset="https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/06/classroom_May24_2025-1024x338.png 1024w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/06/classroom_May24_2025-300x99.png 300w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/06/classroom_May24_2025-768x254.png 768w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/06/classroom_May24_2025-1536x507.png 1536w, https://science.gsfc.nasa.gov/stella/wp-content/uploads/2025/06/classroom_May24_2025-2048x676.png 2048w" sizes="(max-width: 843px) 100vw, 843px" />															</div>
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									<p class="mb-2 whitespace-pre-wrap">Mike Taylor, Outreach Scientist from NASA Goddard, led the STELLA demonstration as part of a broader program highlighting NASA&#8217;s Climate Change Research Initiative (CCRI). The three-hour workshop gave educators 45 minutes of direct experience with four specialized instruments: the STELLA-1.1 and Q2 spectrometers, the STELLA-AQ air quality monitor, and the Helio-STELLA for studying light spectrums.</p><p class="mb-2 whitespace-pre-wrap">The session was inspired by an experiential learning approach known as the <a href="https://www.islephysics.net/" target="_blank" rel="noopener">Investigative Science Learning Environment (ISLE) cycle</a>. Teachers first explored the instruments without instructions, fostering curiosity and discovery before receiving guided instruction on their proper use and applications.</p><p class="mb-2 whitespace-pre-wrap">Workshop participants took their instruments outdoors to collect real environmental data, measuring spectral signatures from vegetation, concrete, and asphalt surfaces. Those using the STELLA-AQ conducted simple chemistry experiments by monitoring CO2 levels from baking soda and vinegar reactions, while Helio-STELLA users observed how different colored gels affected spectral readings.</p><p class="mb-2 whitespace-pre-wrap">The workshop demonstrated practical applications of these instruments, including how to calculate the Normalized Difference Vegetation Index (NDVI) – the same measurement used by NASA&#8217;s Landsat satellites to monitor Earth&#8217;s vegetation health from space. Teachers also learned how these instruments connect to NASA missions like Landsat and PACE (Plankton, Aerosol, Cloud, ocean Ecosystem).</p><p class="mb-2 whitespace-pre-wrap">A key highlight of the presentation was STELLA&#8217;s versatility across educational levels. The project has been successfully implemented with students ranging from 4th grade through graduate school, making sophisticated concepts like spectral analysis and remote sensing accessible at multiple educational levels.</p><p class="mb-2 whitespace-pre-wrap">The event was part of a broader professional development program that included presentations from NASA scientists, CCRI researchers, and graduate research assistants. The agenda also featured additional NASA educational resources and opportunities for teachers to join the CONNECTS resource group for ongoing support.</p><p class="mb-2 whitespace-pre-wrap">For educators interested in implementing STELLA in their classrooms, building instructions and educational resources are available through the STELLA website and the STELLA GitHub community forum.</p>								</div>
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		<p>The post <a href="https://science.gsfc.nasa.gov/stella/stem-professional-development-workshop-for-educators/">STEM Professional Development Workshop for Educators</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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		<title>NASA STELLA Spectrometry Webinar featuring Dr. Craig Kohn</title>
		<link>https://science.gsfc.nasa.gov/stella/nasa-stella-spectrometry-webinar-featuring-dr-craig-kohn/</link>
		
		<dc:creator><![CDATA[Michael Taylor]]></dc:creator>
		<pubDate>Tue, 20 May 2025 20:40:20 +0000</pubDate>
				<category><![CDATA[Callout-Frontpage]]></category>
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		<category><![CDATA[Engagement]]></category>
		<category><![CDATA[Instruments]]></category>
		<category><![CDATA[News]]></category>
		<category><![CDATA[Outreach]]></category>
		<category><![CDATA[STELLA-Q2]]></category>
		<category><![CDATA[Use Case]]></category>
		<category><![CDATA[Video]]></category>
		<category><![CDATA[Webinar]]></category>
		<category><![CDATA[Agriscience]]></category>
		<category><![CDATA[education]]></category>
		<category><![CDATA[science]]></category>
		<category><![CDATA[spectroscopy]]></category>
		<category><![CDATA[STEM]]></category>
		<guid isPermaLink="false">https://science.gsfc.nasa.gov/stella/?p=1318</guid>

					<description><![CDATA[<p>On May 20, 2025, NASA hosted a webinar showcasing the STELLA (Science and Technology Education for Land and Life Assessment) project featuring Dr. Craig Kohn from Waterford Union High School. </p>
<p>The post <a href="https://science.gsfc.nasa.gov/stella/nasa-stella-spectrometry-webinar-featuring-dr-craig-kohn/">NASA STELLA Spectrometry Webinar featuring Dr. Craig Kohn</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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					<h2 class="elementor-heading-title elementor-size-default">NASA STELLA Spectrometry Webinar <br>Featuring Dr. Craig Kohn</h2>				</div>
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					<h3 class="elementor-heading-title elementor-size-default">About the Webinar</h3>				</div>
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									<p>On May 20, 2025, NASA hosted a webinar showcasing the STELLA (Science and Technology Education for Land and Life Assessment) project featuring Dr. Craig Kohn from Waterford Union High School. The presentation highlighted STELLA&#8217;s affordable DIY spectrometers that detect electromagnetic radiation across 18 non-continuous bands, serving as classroom analogs to NASA&#8217;s satellite technology.<br /><br />The webinar demonstrated assembly and programming of STELLA-Q2 units, at low cost and can be built by students without requiring specialized engineering skills. These instruments collect data for calculating normalized difference vegetation index (NDVI), allowing students to assess plant health by comparing reflected light and infrared radiation patterns similar to measurements captured by NASA&#8217;s Landsat satellites and the PACE mission.<br /><br />Dr. Kohn and his students shared classroom applications, including experiments measuring caffeine&#8217;s effects on radish growth using NDVI measurements. The presentation highlighted how STELLA instruments complement NASA Acres, an online platform that provides satellite-derived NDVI data, which students used to compare conventional and sustainable agricultural practices. Students enthusiastically engaged with both the hands-on STELLA devices and the NASA Acres platform to explore environmental and agricultural questions.</p>								</div>
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					<h3 class="elementor-heading-title elementor-size-default">What you will learn</h3>				</div>
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 	<li><span class="yt-core-attributed-string--link-inherit-color" dir="auto">How to build &amp; calibrate your own spectrometer</span></li>
 	<li>Classroom-ready NGSS-aligned AFNR-aligned materials developed and </span>field-tested through research-practice partnerships with educators.</li>
 	<li>Real-world applications in agriculture &amp; ecology</li>
 	<li>Environmental monitoring techniques</li>
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					<h3 class="elementor-heading-title elementor-size-default">Dr. Kohn's Background</h3>				</div>
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									<p>Craig Kohn is a science and agriculture teacher at Waterford Union High School. He is also an education researcher focused on developing open-source curriculum to improve student science literacy. Craig holds degrees in biology and agriscience from UW–Madison and a dual PhD in environmental science and science education from Michigan State. A former NSF Graduate Research Fellow, he currently collaborates with NASA on the STELLA program. His work has earned state &amp; national recognition, including the NAAE Outstanding Young Educator Award, NSTA Toyota Tapestry Award, Wisc. Agriscience Teacher of the Year, and the Kohl Fellowship.</p>								</div>
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									<p><span class="yt-core-attributed-string--link-inherit-color" dir="auto">Dr. Kohn&#8217;s Open Source Curricula featuring the STELLA-Q2: </span><span class="yt-core-attributed-string--link-inherit-color" dir="auto"><a class="yt-core-attributed-string__link yt-core-attributed-string__link--call-to-action-color" tabindex="0" href="https://www.youtube.com/redirect?event=video_description&amp;redir_token=QUFFLUhqbnExR21ELXdFLUlwSXlGTnM5VE5FWGVSQWdfd3xBQ3Jtc0trQktvblNsV2FFNGNjSlY5c05ERjhwOXh3X2lzTTE0bS1iSDR5ZzZqejQ5d0V5SmVGU3UwTGxVd2otYjd4YmttT1Y2cXFfbnhBdjlvSkJzRTNBZXV2Nkk1cjB4T044Y1BpVVJUeVhiZFNGTzZldEUxSQ&amp;q=https%3A%2F%2Fwww.drkohn.org%2Fagriscience.html&amp;v=quo88PSg_iM" target="_blank" rel="nofollow noopener">https://www.drkohn.org/agriscience.html</a></span></p>								</div>
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					<h3 class="elementor-heading-title elementor-size-default">Transcript</h3>				</div>
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									<p>0:01</p><p>Hello, and thank you for joining us for a STELLA webinar with our special guest, doctor Craig Kohn.</p><p>0:10</p><p>so, I&#8217;ll go ahead and introduce myself real quick and then introduce our our wonderful guest here, Craig Kohn.</p><p>0:17</p><p>So my name is Mike Taylor. I&#8217;m with the Landsat communications public engagement group. And, I&#8217;m also the STELLA team lead.</p><p>0:26</p><p>All right. And this is our amazing, amazing, wonderful, awesome guest. Craig Kohn and I&#8217;ve known him for, what, over a year now?</p><p>0:34</p><p>I met you at the Commodity Classic, in 2024. And all the educators there were like, you got to meet this guy.</p><p>0:42</p><p>And I did, and it&#8217;s just been amazing ever since. So with that, please go ahead, Craig, introduce yourself.</p><p>0:49</p><p>And, go for it. All right. That&#8217;s high praise. Howdy, folks.</p><p>0:55</p><p>So I am just getting off of teaching here. I&#8217;ve been at a full day of teaching, so I&#8217;m, like, playing catch up here.</p><p>1:01</p><p>So if I seem a little, like, flustered, that&#8217;s why I just got done with the class and rushed over here from a different classroom.</p><p>1:07</p><p>So the joys of teaching. So I&#8217;m going to go ahead and share my screen here in just a second.</p><p>1:13</p><p>We want that one and it should look like that. Hopefully everyone can see it.</p><p>1:19</p><p>I have a couple students coming in here. One of us, one of them just joined us. So in a moment you might see some faces joining me.</p><p>1:25</p><p>These are students we have here at Waterford High School who have worked on the STELLA project with us. Yep. So if you to come around you can say hi.</p><p>1:30</p><p>So for example, this one I&#8217;m going to look as good as here. You&#8217;ll be talking with us briefly about his experiences as well.</p><p>1:37</p><p>So actually yeah. So you should be able to see my screen. Mike, does that look right to you?</p><p>1:43</p><p>It&#8217;s looking pretty good to me. All right. Perfect. So let&#8217;s dive right in. So quick overview of what we&#8217;re doing here.</p><p>1:50</p><p>This is actually a presentation that I did at a Wisconsin&#8217;s, society for Science Teachers conference.</p><p>1:56</p><p>That&#8217;s kind of our state in star version. And this was way back in March. We did this, we were going to record it.</p><p>2:03</p><p>Unfortunately, what happened was we lost Wi-Fi. Luckily, I already had the presentation open</p><p>2:09</p><p>so I could go through it without being in presenter mode. But we&#8217;re doing this again, in part so we can reach more people, in part</p><p>2:14</p><p>so we can have a recorded version, and in part because it&#8217;s such a great story, we love to tell it as often as we can.</p><p>2:20</p><p>So I&#8217;ll briefly talk about who I am and why I&#8217;m here. We&#8217;ll give an overview of STELLA and what it involves</p><p>2:26</p><p>and what it looks like and how it can be used. I will do a demo of how to assemble a STELLA-Q2 model and how to program it.</p><p>2:34</p><p>I&#8217;ll show you some sample curriculum that we have, and we&#8217;ll have some time for Q&amp;A here at the end, and have some students chime</p><p>2:40</p><p>in about their experiences and all that sort of stuff as well. Throughout this entire presentation, if you&#8217;re interested</p><p>2:46</p><p>in getting access to the links or anything for reuse, for resources or curriculum, all of that is publicly available.</p><p>2:52</p><p>All of it is open source. You are welcome to use it as much as you want. Modify it, change it however you like.</p><p>2:57</p><p>That&#8217;s why it is there. So, if you happen to have a device with you, these QR codes will take you to my website where everything is located.</p><p>3:05</p><p>The purple QR code will take you to this presentation where all the links are found. If you happen to need it.</p><p>3:10</p><p>I&#8217;m going to go back a slide here real quick, and you can see that our Bitly link is up here.</p><p>3:16</p><p>So bit.ly slash t dash NASA will take you to this presentation as well.</p><p>3:23</p><p>So we&#8217;re trying to give you as many ways to get to it. I will have these links and things at the end as well. Without further ado.</p><p>3:29</p><p>Why would you want to do this? Well, you can learn about the spectrometers themselves, how they work, how they might help you, how they might work in your classroom.</p><p>3:36</p><p>We&#8217;ll walk you through how to build one. They&#8217;re very simple to build, not quite as simple to program, but it&#8217;s still very feasible.</p><p>3:42</p><p>I can do it. I&#8217;m not a programmer. We&#8217;ll talk about real world applications, especially in ecology and agriculture.</p><p>3:49</p><p>So if we if we invite a science teachers and agriculture teacher. So I&#8217;ll be talking to two different audiences</p><p>3:54</p><p>this very closely aligned to everything that you do. I know because I do both of those things.</p><p>4:00</p><p>Currently in the classroom, I teach both ed classes. I have two of those and I have three science classes, so I have my feet in both worlds.</p><p>4:06</p><p>We&#8217;ll talk about how this can be integrated in terms of what your students could do for projects. And we&#8217;ll have some of those folks coming in here</p><p>4:12</p><p>and broaden your understanding of what these standards are and how they work. I, my doctoral advisor was one of the,</p><p>4:19</p><p>people who was the impetus for NGSS. And so he was the, head of our research association when it was created.</p><p>4:27</p><p>And I was one of the authors of the national AFNR Academic Standards for Agricultural Education. So I know a lot about these.</p><p>4:34</p><p>We try to incorporate that into this as much as we can, so that people have a strong understanding of what they&#8217;re actually trying to do,</p><p>4:40</p><p>but no one cares about that. Let&#8217;s dive into the more important things. This is also something you may not care about, but I got to say it anyway.</p><p>4:46</p><p>So hello, I&#8217;m Craig Kohn. I am a teacher here at Waterford Union High School. I&#8217;ve been teaching for 18 years.</p><p>4:52</p><p>You can see my background. There&#8217;s a lot of stuff I&#8217;m affiliated with. But the big thing we&#8217;re talking about here today is STELLA.</p><p>4:59</p><p>So I also have research experience with the US Department of Energy at the Great Lakes Bioenergy Research Center.</p><p>5:05</p><p>I was a research fellow with the National Science Foundation. I currently live on a farm here in Wisconsin, and I teach</p><p>5:11</p><p>in a small, tiny rural school called Waterford High School. We have another one of our students with us. Do you want to wave? Hi.</p><p>5:17</p><p>They&#8217;re going to be coming and going because we&#8217;re a school. That&#8217;s how it works. So this is Cheyenne. She&#8217;s one of our researcher extraordinaire.</p><p>5:23</p><p>But yeah, let&#8217;s just dive in. So what is STELLA? STELLA is an acronym, stands for Science and Technology education for Land and Life Assessment.</p><p>5:32</p><p>The idea of the project is that we&#8217;re providing low cost DIY spectrometer tours that you can build in a school for pretty affordable price.</p><p>5:39</p><p>So it&#8217;s not cheap, but it&#8217;s pretty affordable. The idea is that we&#8217;re giving students access to opportunities</p><p>5:44</p><p>for remote sensing data, opportunities like data collection. Right. So, how can we use this kind of data</p><p>5:51</p><p>to address real world questions like, how should we produce food? Or are our habitats, under attack by disturbance or something like that?</p><p>5:59</p><p>So, I mean, it&#8217;s weird that you&#8217;re back there. It&#8217;s like you&#8217;re in the oh, you&#8217;re like the ringer girl.</p><p>6:06</p><p>Really quickly, what is spectral data? I mean, we&#8217;re assuming this is primarily an audience of teachers, but the idea is that we&#8217;re looking at electromagnetic radiation.</p><p>6:14</p><p>So we know that light and infrared radiation are just different size wavelengths of the same moving energy or same radiation.</p><p>6:20</p><p>Right. So we know that light energy, smaller wavelengths, infrared energy, the energy we feel this heat is larger wavelengths, but it&#8217;s all electromagnetic radiation.</p><p>6:28</p><p>That&#8217;s as x rays, as gamma rays as is all of these stuff. And so the STELLA units are able to detect 18 bands</p><p>6:35</p><p>of that electromagnetic radiation at those different wavelengths. So the idea is, again, we&#8217;re offering an affordable</p><p>6:42</p><p>opportunity to collect this kind of data in schools. And this is mimicking what is found on the Landsat satellites.</p><p>6:48</p><p>Obviously not the same quality, but it does the same kinds of things as the Landsat satellites do.</p><p>6:54</p><p>They detect infrared and light radiation at different wavelengths to address different kinds of questions?</p><p>7:01</p><p>The one that we really focus on is something called NDVI, which we&#8217;ll talk about here in a moment. But there&#8217;s a lot of other things we can look at as well with this data,</p><p>7:09</p><p>these Landsat satellites. And there are now nine, I believe, if that&#8217;s correct. Right, Mike?</p><p>7:14</p><p>That&#8217;s correct. Landsat Next due to launch 2031. Yep. So soon to be a 10th. And we can see that they&#8217;re looking at the Earth&#8217;s surface.</p><p>7:21</p><p>And the current satellites are looking at a pixel size of about 30 by 30m. That&#8217;s about literally the size of my class.</p><p>7:27</p><p>Well, no, just under the size of my classroom right now. Right. So just over. Anyway, it doesn&#8217;t matter.</p><p>7:33</p><p>The Landsat Next will be looking at a much finer position. That&#8217;s going to be great. There&#8217;s also one called pace that&#8217;s primarily</p><p>7:38</p><p>looking at ocean ecosystems but same kinds of things. What are we seeing for reflected heat and light.</p><p>7:44</p><p>And you might be wondering, well why do we care? Well, that tells us a lot of information. And primarily the one that we&#8217;re looking at</p><p>7:50</p><p>and we&#8217;ll be talking about in this presentation is known as NDVI or Normalized Difference and Vegetation Index.</p><p>7:56</p><p>In a nutshell, that&#8217;s the ratio of reflected heat and light absorbed and reflected. And so if we compare the amount of light to heat that is reflected,</p><p>8:04</p><p>we can get a sense for how well plants are functioning and performing. So for example, during photosynthesis we know that light is absorbed</p><p>8:12</p><p>and transformed into chemical energy. That means there&#8217;s less light that can be reflected back into space.</p><p>8:17</p><p>And so if we see less light reflected and more heat reflected, we know we have a healthier plant and we&#8217;ll have a higher NDVI score.</p><p>8:24</p><p>So we can see that in the image here on the left, 0.72 is closer to a maximum of 1.0.</p><p>8:30</p><p>On the other hand, if we have an unhealthy plant, it&#8217;s not going to absorb as much light during photosynthesis.</p><p>8:35</p><p>More of that light will be reflected back into space. That will give us a lower NDVI ratio,</p><p>8:41</p><p>and we&#8217;ll be closer to zero, or even as low as negative one. We&#8217;ll talk about that more in a moment, but that&#8217;s the gist of it.</p><p>8:47</p><p>The less light that&#8217;s reflected generally, the more healthy the plant, because the more photosynthesis that&#8217;s occurring.</p><p>8:53</p><p>And so we can see that in this example. So for my last presentation, when we did this in front of actual people in March, I had two plants I nicked from or snagged from Walmart.</p><p>9:02</p><p>And lo and behold, there happened to be unhealthy plants at Walmart, which worked out really well.</p><p>9:08</p><p>So I bought two identical ones. One that was healthy, one that wasn&#8217;t healthy, as well as one of their fake plants.</p><p>9:14</p><p>And I took these devices and I measured in we using them, and we could see that the healthy plant at a higher value were closer to a maximum of 1.0.</p><p>9:23</p><p>The less healthy plant had a lower NDVI and then the fake plant was way down below 0.5 because it&#8217;s obviously not photosynthesizing if it&#8217;s fake.</p><p>9:31</p><p>And so this gives us a sense for how well plants are performing by measuring the amount of light that is reflected back in</p><p>9:37</p><p>comparison to the amount of infrared radiation. We can do really cool things with this. With the Landsat satellites and the data they provide.</p><p>9:44</p><p>One of them is the Earth System Data Explorer. So it might be that you&#8217;re not able to make these instruments, but you can still use that same data.</p><p>9:52</p><p>And so, for example, if we look at the ones I already pulled up, there it is.</p><p>9:57</p><p>Let&#8217;s make this nice and big. Mike, can you see my screen okay. Yeah. You&#8217;re good. Awesome. All right.</p><p>10:03</p><p>So for example, what I plugged into this system was looking at the biosphere and vegetation and NDVI in May of last year, 2024.</p><p>10:13</p><p>And then on this side I did July of last year. And so we can see as I scroll from May to July, our coloration gets greener.</p><p>10:21</p><p>And based on the scale that tells us a better or higher NDVI level closer to one, that means that lighting it right now, because I just slit it.</p><p>10:30</p><p>So this May because I&#8217;m not seeing it. If you are. Oh. Okay, then.</p><p>10:37</p><p>Well, you just have to take my word for it. Yeah, yeah. And someone&#8217;s asking if you could make the screen bigger as well.</p><p>10:43</p><p>Absolutely. So. So it&#8217;s only showing that one tab.</p><p>10:48</p><p>And I don&#8217;t know why, but it doesn&#8217;t matter if you could see what I just saw,</p><p>10:54</p><p>you would see the slider moving back and forth. And you can see on the left is May with lower NDVI levels.</p><p>11:00</p><p>And on the right is, July with higher NDVI levels.</p><p>11:05</p><p>And so you can zoom in anywhere in the planet. You can set your parameters for different things or different times or both.</p><p>11:11</p><p>And you can see how NDVI changes as we go from season to season or year to year, or place to place or anything like that.</p><p>11:18</p><p>One thing you might also notice in this image is that we have Lake Michigan and Superior, and they actually have negative NDVI values.</p><p>11:24</p><p>And that makes sense, right? Because the light hits the surface of the water reflects back and the heat is being absorbed.</p><p>11:30</p><p>So it&#8217;s just the opposite. Right. So plants absorb light and reflect heat. Water reflects light and absorbs heat.</p><p>11:36</p><p>And so we&#8217;re gonna have negative NDVI values where that cold water is in the Great Lakes. So cool stuff.</p><p>11:42</p><p>All right. And for some reason when I did that that screwed up my let&#8217;s try that again.</p><p>11:48</p><p>Like, is that any better? Yeah. I mean it could be worse. Wi-Fi could be out So you know what?</p><p>11:55</p><p>We&#8217;re just going to roll with the punches here. So okay a couple quick things to show. Again I&#8217;m not going to go into too much detail</p><p>12:00</p><p>if you want to go back into the presentation. All of this stuff is linked. And you can get this anytime. But some examples of things we use in this way in our classes include this slide.</p><p>12:09</p><p>So in our agri science class we talk about changes in greenness over time. And so for example we can see changes to NDVI from the 1980s to 2013.</p><p>12:18</p><p>And we can see like for us here in Wisconsin, in the Midwest we are in the red, which means that NDVI values went down.</p><p>12:24</p><p>We have less photosynthesis now than we did 20, 30, 40 years ago. And we can see other areas</p><p>12:29</p><p>like California, the West coast, the South have more green. That means the NDVI values went up,</p><p>12:35</p><p>more photosynthesis, less light being reflected. And we can start developing some hypotheses. But well, why would this be occurring in my class?</p><p>12:42</p><p>We then look at water usage next. And we tend to see there&#8217;s a correlation between where aquifers are being depleted</p><p>12:49</p><p>and we&#8217;re NDVI went up, and vice versa where aquifers are not being depleted, ndVi tends to go down</p><p>12:55</p><p>and we start to form some hypotheses and questions about, okay, are these two things connected. And we can start to infer that, well, maybe excess irrigation is enabling</p><p>13:03</p><p>more photosynthesis but at the expense of sustainable use of water. Right. So those are things we can start to investigate in more in depth with</p><p>13:10</p><p>and actually have a real world connection for our classes. Another example here, this is students who use the devices to measure their own research.</p><p>13:19</p><p>So in this particular case what the students did was they added caffeine to their treated radishes</p><p>13:25</p><p>as radishes as a model organism, fast growing cheap, etc. so great for that. And they compared them to the untreated radishes without caffeine.</p><p>13:33</p><p>And we can see that the difference in NDVI also correlated to the differences in mass and height,</p><p>13:38</p><p>that caffeine literally stunted the growth of our radishes. So they were smaller, shorter, and photosynthesize less,</p><p>13:43</p><p>which is kind of cool. And then we can talk more about this. We can assign quantitative assessments where we&#8217;re looking at differences in percentages, etc..</p><p>13:51</p><p>And we have a whole format for doing this, which we&#8217;ll get into. But again, as an example of what students could do with this kind of data.</p><p>13:58</p><p>So what do we have for options here. Well, we actually have for probably more than that now right. At least four options for STELLA.</p><p>14:04</p><p>Like are there more. Yeah. In fact, actually there&#8217;s STELLA- 2.0 and the Q are basically retired at this point.</p><p>14:12</p><p>But we do have, Heliophysics one. I would be remiss if I didn&#8217;t point that out.</p><p>14:17</p><p>And the, 1.2, which is up and coming, which I sort of teased a little earlier.</p><p>14:24</p><p>There we go. So this is already other day, but that&#8217;s okay, because science is always changing. So one we&#8217;re going to focus on</p><p>14:31</p><p>is the Q-2 I have tried to do the one point ones before. So when Mike and I met for the first time in Houston, I was super excited about the 1.1</p><p>14:38</p><p>for my abilities as a non electrical engineer. It&#8217;s a little bit beyond our grasp. So we tried to do it. We weren&#8217;t very successful.</p><p>14:45</p><p>Middling results, but the Q-2 is very feasible and affordable. And that&#8217;s the one we&#8217;re going to focus on.</p><p>14:51</p><p>So again there are other options. We&#8217;ll talk about them in a moment. But for the sake of making things feasible and these are easy.</p><p>14:57</p><p>We&#8217;ll talk about the Q-2 primarily here. So the Q-2 which is the more feasible one detects electromagnetic radiation</p><p>15:04</p><p>in 18 non continuous bands ranging from 410 nanometers to 940.</p><p>15:10</p><p>So we know visible light is somewhere between 410 and 7 something 16 more of a biologist than a physicist, but you get the idea.</p><p>15:19</p><p>So we&#8217;re going a little bit beyond the visible into the infrared, the energy we feel. Is it, one important note is that it&#8217;s 18 non continuous bands.</p><p>15:27</p><p>So any astrophysicists out there who want to measure like spectra from stars, unfortunately we&#8217;re not really fully capable of</p><p>15:34</p><p>doing that with this particular unit because it&#8217;s not continuous detection. And we would need continuous detection of light and infrared radiation</p><p>15:41</p><p>to make those inferences. For example, about what kind of elements are found in different stars or in the atmospheres of different plants.</p><p>15:47</p><p>So we can&#8217;t do that, but we can do things like NDVI which is really cool. And so this is a great introductory option.</p><p>15:53</p><p>Doesn&#8217;t require soldering or engineering skills or anything like that. It&#8217;s really just a plug and play kind of device.</p><p>15:59</p><p>Very feasible to program. We&#8217;ll get into the examples of how that works here in a moment. As far as the budget, the last time we did this, it cost us</p><p>16:06</p><p>just over $150 per unit to get this to work. These are things that are generally available.</p><p>16:11</p><p>Most of them are coming from two companies, Adafruit and SparkFun. They can have things to pretty quickly.</p><p>16:17</p><p>Our folks here at NASA sent something to me, and I had it in about four days. It arrived yesterday. And you&#8217;re going to see some of those components here.</p><p>16:24</p><p>So generally can be pretty feasibly done and affordably done unless they&#8217;re short on parts, which does sometimes happen.</p><p>16:32</p><p>So if you&#8217;re planning on doing this I would say order stuff early. So if you think you&#8217;re going to do this in September</p><p>16:37</p><p>or order stuff this summer, that way you give them plenty of time. Last year or at the start of this year when we try to order some things</p><p>16:44</p><p>in September. We didn&#8217;t get some parts till November, so it can be hit and miss. But again, the gist of this is that it&#8217;s usually affordable and feasible.</p><p>16:52</p><p>How do we assemble this? Well, we can get into it in a moment. I&#8217;m going to switch my camera over and stop sharing. And we&#8217;re actually going to assemble one together here really quick</p><p>16:59</p><p>just so that we can see what it looks like. So let&#8217;s switch that around here to this camera.</p><p>17:07</p><p>And we&#8217;re hoping that cameras going up there it comes. All right so there you go. Let&#8217;s turn on lights and we can see.</p><p>17:14</p><p>So on the STELLA website you can print off all the components. And it looks like this. And so I have all these scattered around.</p><p>17:21</p><p>But basically all you have to do is line up the components on the summary</p><p>17:26</p><p>and the description and the picture of each item. So for example we have a microprocessor called the Thing.</p><p>17:33</p><p>Plus it&#8217;s a weird name but that&#8217;s what it&#8217;s called ThingPllus 2040 microcontroller.</p><p>17:38</p><p>So I&#8217;m just going to put that there. And I&#8217;ve already connected that to the green button right there. And then over here I have the power button and battery.</p><p>17:47</p><p>So I&#8217;m going to do is line up each component of that.</p><p>17:53</p><p>If you hear chips crinkling in the background, that&#8217;s because I have kids here eating after school. And I mentioned that, this layout and all the STELLA’s is were developed,</p><p>18:03</p><p>and created by Paul Mirel who&#8217;s a genius and he&#8217;s here in the panel as well.</p><p>18:09</p><p>So if you have any, you know, technical questions or if you&#8217;re like, wow, that&#8217;s amazing.</p><p>18:15</p><p>That&#8217;s a lot of that is Paul, pretty much all of it. Yeah. And yeah, I don&#8217;t want to give any, confusing ideas that I had anything to do with this.</p><p>18:25</p><p>I&#8217;m the one just figuring out how to use their brilliant idea. So just to be absolutely clear, but that&#8217;s the genius of the system</p><p>18:31</p><p>is, again, all you have to do is line up each part. So for example, there&#8217;s only one way these can plug in. So you just look at where the pins are in that ports.</p><p>18:39</p><p>And then you line up the holes in the cable. These are quick cables. So they just pop in really easily.</p><p>18:44</p><p>And now we&#8217;ve just connected the clock. And then I already have the battery in the clock. Then we&#8217;ll take another wire and we will connect the triad sensor.</p><p>18:53</p><p>This is what actually detects the infrared and light radiation.</p><p>18:58</p><p>And we just plug that in like so if it doesn&#8217;t go in easily don&#8217;t push hard because you can easily bend the pins that are necessary for that connection.</p><p>19:06</p><p>And then last but not least, we&#8217;re going to connect the display. And voila we have a unit.</p><p>19:13</p><p>Now there&#8217;s a couple of things you could do. Obviously this won&#8217;t be very functional when it&#8217;s just a bunch of loose wires</p><p>19:18</p><p>all hanging out. So one option is you can 3D print, their housing.</p><p>19:24</p><p>So this is what it looks like when it&#8217;s all nice and fancy or</p><p>19:29</p><p>this is what ours look like. This is what we printed in the library. Or you. What you could do is then just take a jewelry box</p><p>19:36</p><p>and just throw everything in there. Just make sure you tape it down nicely, because if the wires jiggle, it can throw off your programing.</p><p>19:42</p><p>But it doesn&#8217;t have to be a fancy housing. It can just be. This is probably a dollar, an Amazon, but it works just fine.</p><p>19:48</p><p>In fact, yesterday I tested these two side by side and I got almost the exact same data and the same readings for each one.</p><p>19:55</p><p>So it doesn&#8217;t have to be the fancy housing because you have a 3D printer that&#8217;s great. Just be aware.</p><p>20:01</p><p>You have to be pretty precise. One mistake we made was they didn&#8217;t have like 100 millimeter cables.</p><p>20:06</p><p>So we went with a 200. And that was just too much to try to cram into this little space. So if you want something</p><p>20:11</p><p>that&#8217;s a little more forgiving, then just go with the jewelry boxes on Amazon, which is cardboard. It&#8217;s nice and cheap, and that can keep your costs down a little bit easier.</p><p>20:19</p><p>Or if you don&#8217;t have a 3D printer, that&#8217;s another option. But that&#8217;s all there is to it. You just got to plug everything together and you should be good to go.</p><p>20:27</p><p>We still have to program it, obviously, but that&#8217;s the gist of it. That&#8217;s how we put it all together.</p><p>20:32</p><p>So with that being said, if we have a functional STELLA unit, the next thing we would have to do is program it.</p><p>20:39</p><p>And so we&#8217;ll briefly go over the programing instructions and then I&#8217;ll do an example with you. I&#8217;m going to go ahead and re share my screen here in just a moment.</p><p>20:48</p><p>So hang tight screen and I&#8217;m going to do this.</p><p>20:54</p><p>So I&#8217;m going to share my window instead. That way you can see it a little bit better Mike. Is that coming across okay. Yep. Looks great okay. Awesome.</p><p>21:02</p><p>All right so let&#8217;s start at the top here programing instructions. Now they have all of their programing instructions on their website.</p><p>21:08</p><p>We just rewrote them to make them a little bit more feasible and updated based on the new, options. So they&#8217;re just released.</p><p>21:14</p><p>You just said on Friday a new version of the coding released, right? Yep, yep. So they&#8217;re updating things all the time.</p><p>21:20</p><p>So these are almost like living, breathing devices in the sense that the updates as a biologist I like to call that evolution.</p><p>21:26</p><p>But nonetheless first things you have to do if you want to program one of these things is download three things.</p><p>21:31</p><p>The first thing you have to download is the programing file from Circuit Python. That&#8217;s a weird looking name, but that&#8217;s just what it&#8217;s called.</p><p>21:38</p><p>So this is the company itself selling Scott SparkFun is the company. They&#8217;re the ones who sell the sink plus, which is like the brains of this device.</p><p>21:46</p><p>And so you have to download the program file by going to this website and then clicking that purple button that says download us to.</p><p>21:54</p><p>Now you have to is the programing file. You also have to download something called the Moo editor. I like to call it the Moo editor because I&#8217;m from Wisconsin,</p><p>22:00</p><p>but the Moo editor is how you do the programing for the clock. So again, all these are free. They&#8217;re easy to get.</p><p>22:06</p><p>You just go to this website, hit download, follow the instructions. You&#8217;re good to go. The last thing you have to download are these STELLA files.</p><p>22:14</p><p>So STELLA&#8217;s the instrument. Q2 is the instrument. Go to that website, download STELLA-Q2 files or download as a zipped folder.</p><p>22:21</p><p>So you right click hit extract or whatever your computer system uses. And then you will have all the files you need to program your STELLA.</p><p>22:28</p><p>And that&#8217;s it. Once you have those three things, then you go, you find your stuff.</p><p>22:34</p><p>First step is to plug in your device. So you&#8217;re going to use a USB C drive or a port.</p><p>22:40</p><p>You&#8217;re going to plug that into your laptop or computer. You should see it come up. It&#8217;s RP1-RP2.</p><p>22:45</p><p>You find the the circuitPython file in your downloads, click and drag and what will happen.</p><p>22:51</p><p>And you&#8217;ll see this here in a moment is that file will essentially rename itself as CircuitPython.</p><p>22:57</p><p>And so it&#8217;ll look different. Your computer might say you should have rejected it. It&#8217;ll yell at you. That&#8217;s fine.</p><p>23:02</p><p>Once you have that, then what you&#8217;re going to do is go to your downloaded files. You&#8217;re going to find something called, the STELLA-Q2 all folder,</p><p>23:12</p><p>and you&#8217;re going to find a lib and a code.py You&#8217;re going to highlight both click and drag.</p><p>23:17</p><p>And now you&#8217;ve added the programing instructions to your is still active. Once you do that you have to set a clock.</p><p>23:24</p><p>So that way your device knows when it is because you&#8217;re going to need that to figure out what data was collected when.</p><p>23:30</p><p>So if you know when it was collected, you can find it more easily. Obvious stuff. Right? So to do that you&#8217;re going to go in your STELLA files.</p><p>23:37</p><p>There&#8217;s going to be a folder called clock set. It&#8217;s also going to be called code.py.</p><p>23:42</p><p>You&#8217;re going to click and drag that onto there. And then you&#8217;re going to go into a program called the MU Editor that you downloaded earlier.</p><p>23:48</p><p>And it&#8217;s going to say, what year is it? And you&#8217;re going to type in the year and it&#8217;s going to ask, what month is it? And you&#8217;re going to type in the month. And you just keep doing that</p><p>23:54</p><p>until you have the universal time set on your device. And we&#8217;ll show you what that looks like here in a moment.</p><p>24:00</p><p>Lastly, when you set the clock, you actually override the original files you used to program it. So you have to add those back.</p><p>24:07</p><p>So then you&#8217;re going to click and drag the original code.py file you did before. That will replace the time file.</p><p>24:13</p><p>And then you&#8217;re pretty much good to go. So we can do an example of what that looks like here really quick.</p><p>24:20</p><p>Give me a moment. Because I have to take an original unit.</p><p>24:25</p><p>So the one I assembled for you was one that I had programed earlier. So I&#8217;m going to plug that back into here.</p><p>24:30</p><p>And then I will show you what that looks like here in just a moment. I just erased everything on it, so it should be a fresh start.</p><p>24:37</p><p>Now, of course, because we&#8217;re doing this live, I&#8217;m sure you&#8217;ll go wrong, but hopefully not.</p><p>24:44</p><p>So let me unshare. Actually, let&#8217;s pull up this file.</p><p>24:49</p><p>There we go. Now, can you see my files? Okay. No. Right now, I&#8217;m still seeing just programing instructions.</p><p>24:56</p><p>All right, so let&#8217;s try stop sharing and let&#8217;s pull up this.</p><p>25:04</p><p>It was supposed to share my. See, should share my screen window.</p><p>25:13</p><p>Let&#8217;s do the entire screen. That probably will do it. And let&#8217;s try this one. All right.</p><p>25:19</p><p>Now you should see my files. Does that look right? Yeah. That looks very awesome.</p><p>25:24</p><p>All right, so I just plugged in my STELLA device. And if I did it right, I should say, it doesn&#8217;t say that of course, but okay.</p><p>25:31</p><p>That&#8217;s fine. We&#8217;ll make it work. So right now says CircuitPy, originally I should say RP1-RP2.</p><p>25:38</p><p>So there&#8217;s a quick fix I can do if I ever have a problem. There are buttons on the back of that thing, plus that say boot and reset.</p><p>25:46</p><p>And so if I press boot and then press reset, what it should do is completely wipe it clean.</p><p>25:53</p><p>And if I go back to my files, hey, look at that. It worked. All right.</p><p>25:59</p><p>I&#8217;ve done this a few times in the past week, so it says RP1-RP2. That means it&#8217;s a fresh drive. There&#8217;s no programing on it.</p><p>26:06</p><p>So the first thing I have to do is add the SparkFun actual programing files for you to write, you have to file.</p><p>26:15</p><p>So I&#8217;m going to go into my downloads and I&#8217;m going to find that UF2 file.</p><p>26:21</p><p>And I&#8217;m going to click and drag that on to there. And if it works now that I did it, we see it&#8217;s.</p><p>26:29</p><p>And just a note that you have to file usually does come in the, in the whole package that,</p><p>26:35</p><p>the Q2 all. Okay. So that sounds a good sign.</p><p>26:41</p><p>And now it&#8217;s renamed CircuitPy Hey, good to go. All right, so next we have to add the programing files.</p><p>26:46</p><p>So I&#8217;m going to go into my downloaded STELLA-Q2. I&#8217;m going to go to codes</p><p>26:52</p><p>and libraries and I&#8217;m going to click both. So I have to hold Ctrl on my keyboard.</p><p>26:58</p><p>Click both of these files the folder and the file. And I&#8217;m going to click and drag.</p><p>27:03</p><p>And it&#8217;s going to ask me if I want to replace. I do. And we wait patiently on</p><p>27:08</p><p>my very slow school computer. And in a moment I will have all of the program files</p><p>27:15</p><p>I need on my Q2, and it should be fairly operational at that point. And so, for example, if I bring over the MU Editor</p><p>27:23</p><p>and I click on Serial, now it&#8217;s communicating with the devices. So the coding program</p><p>27:29</p><p>and the device are talking to each other and it&#8217;s saying, okay, at these 18 bands at which we can detect things, we are getting some data.</p><p>27:36</p><p>Awesome. So we have a functional unit. The only thing is it doesn&#8217;t know what year it is. So it might take it&#8217;s 2000 and in syncs in style, I think it&#8217;s 2045</p><p>27:44</p><p>and the world is ended. Who knows. We have to add the clock information. So to do that, I go back into my STELLA files,</p><p>27:52</p><p>I go into my test codes and the top folder will say clock set.</p><p>27:57</p><p>It&#8217;s also called code.py. So I&#8217;m going to click and drag that on to there.</p><p>28:02</p><p>I&#8217;m going to replace it. And now it&#8217;s going to ask me what year it is.</p><p>28:08</p><p>Mike in a moment can you get the universal time ready. Yeah I don&#8217;t have that open just yet.</p><p>28:13</p><p>So I know the years 2025. I know the month is five from May. The date is 20.</p><p>28:20</p><p>Now we need universal time indicator. So we don&#8217;t want our local time. We want the universal time (UTC).</p><p>28:25</p><p>Mike you know what the hours. Yeah it is 20. And what&#8217;s our minute</p><p>28:32</p><p>29, 29 and what are our seconds. about 10s I usually put lead time in there. Yep.</p><p>28:39</p><p>Okay. And now we can see it has the right year. So if I kept hitting enter a cycle through the month, the year, the date, all that.</p><p>28:46</p><p>Right now it looks like it&#8217;s right. So good to go. We set the clock. Last thing we have to do then is go back and add our programing files.</p><p>28:54</p><p>Because when we set the clock it overrides that. And it&#8217;s just a thing you have to do. So we go to code libraries.</p><p>29:00</p><p>The only thing I need is that code.py file. That&#8217;s the original one I put on there. To add the programing instructions I&#8217;m going to click and drag.</p><p>29:08</p><p>I&#8217;m going to hit replace. And once that uploads I should have a functional unit.</p><p>29:13</p><p>If I go back into the MU Editor I can see it&#8217;s now communicating. It turned on the lamps. It&#8217;s talking to the sensors.</p><p>29:20</p><p>Life is good. Everything is working. We have a functional unit and we just programed one in front of you. So light it up. All right.</p><p>29:29</p><p>So can I interject real quick? Absolutely. I just wanted to say that, circuit Python is an independent nonprofit.</p><p>29:36</p><p>Not SparkFun. Nope. All right.</p><p>29:42</p><p>With that being said, so we did our programing instructions. We can move on to what can we actually do with this? So let&#8217;s do, user instructions so we can see that there are two buttons.</p><p>29:52</p><p>So if I take this one here. So first things first obviously you have to keep yours charged. Right. So it&#8217;s not going to work with a dead battery.</p><p>30:00</p><p>The quirky thing about these is they have to be turned on to charge. So you have to hit the on button which is the black one.</p><p>30:05</p><p>Then plug it into a charging cable. Otherwise it won&#8217;t charge. I know I mentioned the button. There are two buttons.</p><p>30:11</p><p>There&#8217;s the black on off button and there is the green button. That&#8217;s for data collection. So the first thing I have to do is turn it on.</p><p>30:18</p><p>If it&#8217;s functioning correctly. What will happen is will show me the date there. There will be a red and a blue light, and then a white light will briefly flash.</p><p>30:25</p><p>And then it should be red. That means it&#8217;s turning on appropriately. It&#8217;s going to cycle through some things. Tell me the battery percentage.</p><p>30:31</p><p>It&#8217;s going to tell me things like I have an SD card. It&#8217;s going to tell me how many bins there are. You&#8217;ll mention three bursts, which means when I press the green button, it&#8217;s</p><p>30:39</p><p>going to collect three points of data for all 18 bands. And then we can take the average of that. That way we get more reliable results.</p><p>30:45</p><p>And now if you look closely it&#8217;s detecting infrared and light radiation. And so that&#8217;s what this is showing us right here.</p><p>30:52</p><p>Now this isn&#8217;t super useful data. We&#8217;ll get into how to find the useful data. But what this is telling me is that this is detecting radiation as we speak, which is pretty cool.</p><p>31:01</p><p>So like if I cover my hand over that sensor, we can see that in a moment here, all of that changes.</p><p>31:06</p><p>And when I take my hand away, that&#8217;s going to change again, which tells us that it&#8217;s actually detecting light and infrared radiation.</p><p>31:14</p><p>Super cool stuff. Okay, Mike, you can see my slideshow. Okay. Right? Yep. You&#8217;re looking good. Me all right.</p><p>31:21</p><p>One other thing you&#8217;re going to note is that where this display is, there is what&#8217;s called a batch number.</p><p>31:26</p><p>So when you collect data it&#8217;s not going to be like, oh you collected spinach leaves or you collected pond water.</p><p>31:32</p><p>It&#8217;s just going to give you a number. So when you download your data, you&#8217;re going to have to know the time or date.</p><p>31:37</p><p>And that number in order to figure out what&#8217;s what. Otherwise you&#8217;re just kind of a bunch of numbers on a screen, which you&#8217;ll see here in a moment.</p><p>31:43</p><p>So that is a downside of this is we can&#8217;t get the data just from looking at the instrument. We actually have to take out the disk</p><p>31:50</p><p>and plug that into a computer to get the data. Say, look, that&#8217;s what you get for the the more lower cost entry models.</p><p>31:56</p><p>But we&#8217;ll get into all of the options in a moment here as well. All right.</p><p>32:02</p><p>One last thing. Calibration is key, so in between collecting data you always want to have some kind of like white paper or foam.</p><p>32:08</p><p>And you want to hold. You&#8217;re still a unit. So just generally speaking,</p><p>32:13</p><p>the size of the data collection area is roughly equivalent to the distance it is from that object.</p><p>32:20</p><p>So for example, if I want to collect an area the size of this disk, I need to be the diameter of that disk away.</p><p>32:27</p><p>So whenever I&#8217;m collecting data I want to calibrate to make sure that my data is accurate and not being thrown off by something.</p><p>32:34</p><p>Right. So I&#8217;m going to calibrate click that data. Then I&#8217;m going to measure my data.</p><p>32:42</p><p>Then I&#8217;m going to calibrate again simple as that. And then you just keep doing it. Calibrate collect data calibrate collect data</p><p>32:48</p><p>until you have all the data you want to collect. All right. So what does that data look like up above.</p><p>32:55</p><p>Oh and one last thing. There are two ways you can collect data. So there&#8217;s the single mode and there&#8217;s continuous mode.</p><p>33:01</p><p>So like if I want to connect this to a drone and slide over a field or a forest, I have to push the button if it&#8217;s 50ft in the air.</p><p>33:07</p><p>So then I have to switch to continuous data collection mode. To do that I just hold the green button.</p><p>33:12</p><p>Simple as that. If I want to go back, just hold it again. Mike, about how long do you have to hold that button,</p><p>33:19</p><p>to, collect data? Yep. I mean, it&#8217;s just a brief tap. Did you mention the, holding it for for three seconds?</p><p>33:26</p><p>That&#8217;s what I was getting at. So if I was between modes, it&#8217;s three seconds. Oh, no. Between modes, it&#8217;s just a tap.</p><p>33:33</p><p>Yeah. So. But if you, if you want, you know, you can turn on the lamps. If you hold it down, hold it down for about three seconds.</p><p>33:40</p><p>Okay. So I don&#8217;t really use continuous mode because we don&#8217;t have these attached to drones yet. Our goal is to eventually do that.</p><p>33:47</p><p>We have a research field. We&#8217;d love to fly it over and collect data. Still working on that. But so and it&#8217;s also early in the year, so there&#8217;s not much to collect</p><p>33:54</p><p>data for yet because nothing is growing yet. Anyway. If you want to retrieve your data.</p><p>33:59</p><p>So inside the STELLA or in my case, it is on here on the side</p><p>34:05</p><p>either works, there will be a mini flash or not. Flash drive, mini SD disc. So if I</p><p>34:13</p><p>pull that out, it looks like this. And I&#8217;m just going to plug that into my computer. And when I do so it&#8217;s going to give me data that looks like this on the side.</p><p>34:22</p><p>So you&#8217;re going to see it has our universal ID that&#8217;s the number that&#8217;s specific to your unit.</p><p>34:28</p><p>It&#8217;s going to give me the batch number. And it&#8217;s going to give me a lot of other things. Big thing that I&#8217;m interested in</p><p>34:34</p><p>is the intensity of the radiation at different wavelengths. So this is if you look at my screen, 410 nanometers, 435 460.</p><p>34:43</p><p>These are the 18 bands of radiation at which it collects data. And next to that is the intensity of that data</p><p>34:51</p><p>measured in micro watts per centimeter square. micro watts right. Right. Yes. There we go. All right.</p><p>34:57</p><p>For NDVI which measures how much photosynthesis is occurring I really only need two points of data. So it gives me all 18 bands.</p><p>35:04</p><p>But I just need 810 and 645 because that&#8217;s how we calculate NDVI We take the intensity of the radiation at 810 minus that at 650.</p><p>35:12</p><p>We don&#8217;t have a 650. So we have 645. So 810 minus that at 645 divided by 810 plus 645.</p><p>35:19</p><p>And that will give us some kind of fraction or number, which in this case was pretty low. We can see up here data we collected for</p><p>35:27</p><p>I believe this was our agriscience experiments in fall. So with different treatments, be it caffeine or fertilizers</p><p>35:35</p><p>or anything like that, and then looked at how did that affect NDVI? And I get to do that, I just plug those numbers into this formula.</p><p>35:42</p><p>I can enter that formula in Excel or Google Sheets, and that will fit me a number that&#8217;s between negative one and positive one.</p><p>35:48</p><p>Can you, can you zoom in on that a little bit? The NDVI treatment by treatment?</p><p>35:53</p><p>I don&#8217;t know if I can do that. Okay. Because I think that&#8217;s, again, if you can&#8217;t see it too well, you can get the presentation.</p><p>36:01</p><p>I&#8217;ll have the links at the end again and just. Yeah, check it out then. I can share other files too.</p><p>36:07</p><p>As we get closer to that. Again, here was the presentation data that I did back in March for August.</p><p>36:14</p><p>And so again, we just use the same unit and collected. So this is the one that collected this data and then just measured</p><p>36:21</p><p>both the healthy plant, the dying plant and the fake plant. And this was the data I got.</p><p>36:26</p><p>Now you can see I collected that data twice. There&#8217;s going to be some fluctuation. I was doing this in a hotel room. It was like a 40 degree day with like 20 degree wind chill.</p><p>36:33</p><p>I wasn&#8217;t going to go outside. Right. So was also a cloudy day. So as I was collecting this data, sometimes a cloud would move</p><p>36:39</p><p>in front of the sun. So one thing that&#8217;s really good to do is to keep a record of what the conditions were like.</p><p>36:44</p><p>Ideally, we&#8217;re doing this at exactly solar noon on a perfectly clear day, and you have a lot of money and everyone loves you, right?</p><p>36:52</p><p>That&#8217;s not in the real world. Sometimes we have to collect data under less than ideal conditions. And so this was that which meant there&#8217;s going to be some variability.</p><p>37:00</p><p>That&#8217;s okay. That&#8217;s life. We acknowledge that as we&#8217;re doing a write up and so on.</p><p>37:05</p><p>And again for data analysis, it&#8217;s going to be reporting the data in what&#8217;s known as CSV.</p><p>37:10</p><p>That&#8217;s comma separated variables. That translates really nicely to a spreadsheet. And so one thing to be aware of</p><p>37:17</p><p>there&#8217;s going to be other things in there besides the data you&#8217;re looking for. So for example there&#8217;s uncertainty that&#8217;s telling us the range of,</p><p>37:25</p><p>acceptability, I guess, for our values, if you will. That may not be relevant to you. So it might be overwhelming when you first look at it.</p><p>37:33</p><p>Really, the only thing you need is the intensity of the radiation for two wavelengths. If NDVI is what you&#8217;re focusing on, it just do other things.</p><p>37:40</p><p>Well. Soviet. All right. Lastly, there is the 1.0 and 2.0 options.</p><p>37:47</p><p>Again, these are going to be a lot more challenging. They require 3D printing. They require soldering. I&#8217;m not someone who&#8217;s good at soldering.</p><p>37:54</p><p>That&#8217;s what they look like. They can do a lot more. They will show you your data on the screen. They have the option of using the NASA data viewer, which is super cool.</p><p>38:02</p><p>So you can see the actual results in graph formats and table formats as they&#8217;re happening in real time, super engaging for students.</p><p>38:10</p><p>They really enjoy that. You just have to have a lot more skill and time and patience more than I have,</p><p>38:15</p><p>at least to make these. So the Q2 is very feasible. 1.1 and 2.0 are much more challenging, but</p><p>38:20</p><p>if you have that capability also you can go for that. So I should note, the two high school juniors did</p><p>38:27</p><p>build 40 of those, to send out as loaners across the country. And we are working on the Q2,</p><p>38:33</p><p>being compatible with the Dataviewer up and coming. That would be awesome. All right, before I dive into our sample curriculum, we have two students with us.</p><p>38:40</p><p>I don&#8217;t want to keep them here all night. So do you guys maybe recently about your experiences. Awesome. And I will dive in with our curriculum after that.</p><p>38:47</p><p>So why don&#8217;t you come on over? Will they be able</p><p>38:53</p><p>to answer questions or answer questions? Oh, sure. Let&#8217;s go.</p><p>38:58</p><p>Hello, my name is Lukas. Good. I have been working in this little Stella program for a little over half.</p><p>39:06</p><p>Half this year. I started, before 2025, but this year of my senior year, I&#8217;m a senior in high school,</p><p>39:13</p><p>and I&#8217;ve had doctor Kohn before in freshman year, and I&#8217;ve recently gotten back to them to do this STELLA project.</p><p>39:20</p><p>Excellent. Asi I said before I’m Cheyenne Lees. I&#8217;m a freshman. I have doctor is my agriscience teacher.</p><p>39:27</p><p>I started, well, I don&#8217;t know. I just really had an interest in this in the beginning of the year.</p><p>39:33</p><p>I&#8217;ve been at this all year. So you want to talk about what are some of the things like</p><p>39:38</p><p>what do you do in a typical week with this STELLA? We usually meet once or twice a week for a 30 minutes each time.</p><p>39:46</p><p>We essentially have different tasks we do in relation to the Stella apparatus instrument.</p><p>39:54</p><p>Usually the means involve us, like workshopping, trying to solve issues with, Stella,</p><p>40:02</p><p>like apparatuses because we try to make them so we can have them for, school projects for, like, important data collection.</p><p>40:11</p><p>And, for example, this is a homemade one. We&#8217;ve been workshopping things like this.</p><p>40:17</p><p>We&#8217;ve got like, two of them working. One of them still, like, malfunctioning a bit since the start of the school year because,</p><p>40:24</p><p>these things, they are somewhat complicated. So they do have a lot of the little finicky.</p><p>40:30</p><p>So a lot of it, a lot of it is all this workshopping, making sure they work properly, fixing any issues, helping them with whatever he needs.</p><p>40:40</p><p>And sometimes we and we also do tests to make sure they&#8217;re working properly. So essentially it&#8217;s constructing doing</p><p>40:46</p><p>little like demos to make sure they work properly. That&#8217;s mainly what we do in STELLA.</p><p>40:51</p><p>So when you want to talk about your or science fair project. Yeah. So going off what we were like working with.</p><p>40:57</p><p>So I had like, deep interest of them and API and like its correlations to,</p><p>41:04</p><p>crop production, especially within like different farming mechanisms like monoculture, regenerative agriculture, PMP practices.</p><p>41:12</p><p>And so was using Acres, which is essentially a platform, by now so that like those like it</p><p>41:22</p><p>show it shares the results of Olivia from the Landsat satellites over wherever.</p><p>41:27</p><p>So currently, me and my partner Logan, he&#8217;s out here where,</p><p>41:34</p><p>taking the NDVI results of all the, fields at Michigan states</p><p>41:42</p><p>experiment thing. So, yes. So eventually effectively comparing NDVI under</p><p>41:49</p><p>sustainable agriculture versus conventional or different experimental plots.</p><p>41:54</p><p>Fantastic. Are you doing, are you doing, calibration?</p><p>42:00</p><p>To get to the, reflectance from, irradiance to radiance and then reflectance through using those steps, for comparison.</p><p>42:09</p><p>So yeah, you would calibrate between every. Yeah. We do calibrate in between. Yeah.</p><p>42:15</p><p>So when we do it I typically write down like what we&#8217;re doing. So I have like</p><p>42:20</p><p>a line through the middle of paper splitting. Once I&#8217;ve been like the calibration, the curvature, the two things that we&#8217;re like measuring so that between each treatment</p><p>42:27</p><p>I write down the calibration and then the whatever we&#8217;re looking at. So for all we did, so for red for radishes.</p><p>42:34</p><p>So we put radishes there. We put the, batch number time and conditions</p><p>42:40</p><p>like cloudy, sunny, whatever. Just to stay accurate. And so they&#8217;re easy to find what words to give them that.</p><p>42:48</p><p>So a lot of the data we saw in the presentation was coming from those launch experiments where they&#8217;re coming in</p><p>42:54</p><p>collecting the data and then preparing the spreadsheets. It&#8217;s fantastic.</p><p>43:01</p><p>Excellent. Well, and then, so if you had any improvements or anything like that, for the STELLA,</p><p>43:07</p><p>what do you think you would, you would improve on it?</p><p>43:15</p><p>I would say definitely. Start with, larger</p><p>43:22</p><p>or large enough cases, a lot of it. We had troubles fitting all these, instruments, all these parts into these,</p><p>43:30</p><p>small cases. A few times they were damaged because we were trying to cinnamon. And we had to, like, remake them.</p><p>43:36</p><p>It was all big, kind of like a little hassle. So I definitely start by figuring out</p><p>43:43</p><p>how to properly, create these, I also wish</p><p>43:48</p><p>we did have more time to work on these because we don&#8217;t meet often. I mean, I&#8217;ve been really busy.</p><p>43:53</p><p>I haven&#8217;t been able to do many meetings. Still, I&#8217;d, I&#8217;d like to meet more often for this.</p><p>43:59</p><p>I know that&#8217;s not like your guys&#8217;s problem. It&#8217;s just my also busy.</p><p>44:05</p><p>But, yeah, these are very labor intensive to make and test.</p><p>44:13</p><p>Very cool. Well. Well done. That&#8217;s. That&#8217;s great. I&#8217;m glad that you&#8217;re you&#8217;re getting use out of them and enjoying them, but.</p><p>44:22</p><p>Do you have any questions, Craig? Anything that, I&#8217;ve missed so far.</p><p>44:28</p><p>Was anyone in the chat? I think it&#8217;s going to go through the sample curriculum, so. Okay, I don&#8217;t know if we have any questions</p><p>44:35</p><p>from anyone attending, that we want to address first. Otherwise, I can dive right into the sample curriculum.</p><p>44:40</p><p>I&#8217;m not seeing too, too much from the chat at the moment. Okay? I&#8217;m seeing people saying, very, very cool.</p><p>44:46</p><p>Well done students. And, I have to agree. That&#8217;s fantastic.</p><p>44:52</p><p>So I&#8217;m glad that you all are having fun with the STELLAs and enjoying yourselves and learning things. So.</p><p>44:59</p><p>And it&#8217;s all part of the process. Good job for you all from folks. So it&#8217;s</p><p>45:05</p><p>I think thank you folks. All right. Let&#8217;s dive in then to some sample curriculum.</p><p>45:10</p><p>So I&#8217;m going to share my screen again. Okay. Screen we want a window and we want this All right.</p><p>45:18</p><p>So Michael, you see in my slideshow I am seeing your slideshow. Awesome. All right, so, folks, we&#8217;re going to briefly go over</p><p>45:25</p><p>what an example of a curriculum could look like. This one is for science. We actually just had our main agro science teacher walk in, Mr.</p><p>45:33</p><p>Wicks, so we can hear from him here in a moment as well. So I&#8217;m actually not the main agar science teacher.</p><p>45:38</p><p>I was at one time, but coming back here is our main one. And so he is our FFA advisor.</p><p>45:45</p><p>He is probably the busiest person in the building and know I teach agriscience together.</p><p>45:50</p><p>So each of us teach a section of it. And that&#8217;s where we did most of the implementation of the satellite units.</p><p>45:55</p><p>This will very much translate nicely to biology. We do a similar kind of radish rates.</p><p>46:00</p><p>Experiment with them, where at the end of the first semester they have to design experiments, all, inks and all the scientific and engineering practices.</p><p>46:08</p><p>And so this lends itself really well to both things. And we&#8217;ll get into how all this works. Anyway, if you&#8217;re wondering why are we doing all these things?</p><p>46:15</p><p>We have kind of a unique context here at Waterford. So when I finished a PhD, I did a dual PhD in science education and environmental science.</p><p>46:23</p><p>My goal was to help as many teachers and students as possible, and I didn&#8217;t feel like publishing releasing papers was the way to do that.</p><p>46:30</p><p>So I actually went back to my old high school and asked if they&#8217;d be interested in hiring me half as a researcher and half as a teacher.</p><p>46:37</p><p>And so I kind of filled two roles here where I do teach multiple classes a day. Right now, because I&#8217;m filling in for a teacher who just had a baby.</p><p>46:43</p><p>I&#8217;m teaching full time, but usually I&#8217;m only teaching 2 or 3 classes a day. This guy behind me teaches probably about 17 classes a day,</p><p>46:50</p><p>and so his experiences are probably a little more relevant and valid. And we can talk about that in a moment. But the curriculum we&#8217;re going to see is taught by both of us.</p><p>46:57</p><p>And the idea is it&#8217;s open source. Anyone can get access to it. You can make your own copies of it and change it in any way you want.</p><p>47:04</p><p>The goal here is to create things that are not just classroom tested, but also classroom designed, and solely</p><p>47:09</p><p>reflect the realities of very busy people who don&#8217;t always have time to do everything from scratch. Right?</p><p>47:15</p><p>That&#8217;s the goal here. So again, this is yours to use however you want to use it. Everything we talk about can be found on my website that is Doctor Kohn.</p><p>47:24</p><p>If you go to Doctor Kohn.com, that&#8217;s a very different Doctor Cohn who&#8217;s a gynecologist in Florida. I don&#8217;t recommend it. It is educational. I don&#8217;t recommend it though.</p><p>47:31</p><p>But anyway, Doctor Kohn.org will take you to everything you need. And again the goal for this is to create things</p><p>47:36</p><p>that are not just aligned to research and academic standards, but also feasible for everyday teachers to do in their own classrooms.</p><p>47:44</p><p>The lesson we&#8217;ll be talking about is what we call our crops unit packet 1.3. And so what this does, the entire crops unit has four packets in it.</p><p>47:52</p><p>Guide students through how scientists conduct experiments using systematic inquiry in order to draw conclusions about what</p><p>47:58</p><p>things we can do to make crops produce more food. Simple as that. And so we&#8217;re in the third packet of this unit.</p><p>48:04</p><p>So 1.3 is the third packet of the first two unit. We&#8217;ll briefly talk about what the other two packets look like.</p><p>48:12</p><p>But in this particular packet they&#8217;re doing data collection. So they&#8217;re measuring plant height plant mass and NDVI</p><p>48:19</p><p>and using that to see if the treatment they applied to their radishes enabled more growth or productivity compared to the control.</p><p>48:26</p><p>Simple as that. We&#8217;re using a few things for this. We talk about careers. We won&#8217;t get into the details if you&#8217;re interested in finding more information.</p><p>48:35</p><p>Again this is linked. So up here on top where it says packet 1.3, that is a hyperlink that will take you to it.</p><p>48:41</p><p>But in the interest of time let&#8217;s dive it. So in packet 1.1 the first unit in the first packet</p><p>48:46</p><p>we talk about, we used to call this a scientific method in a sense. We talk more about scientific practices and why should we trust scientists.</p><p>48:55</p><p>And how do they get the information they have and how do they reach their conclusions. We start talking about that. So we have a couple exercises.</p><p>49:01</p><p>We also have them plant radishes. So they get two traits. One is their control that is untreated just standard potting soil and radish seeds.</p><p>49:09</p><p>And then one they have to apply a treatment to caffeine or adrenaline or extra fertilizer or something like that.</p><p>49:16</p><p>And then after a few weeks we measure the results to see if there was any difference. Packet 1.2.</p><p>49:21</p><p>We start to get to the atomic and molecular basis for explaining crop productivity. So we talk about conservation of matter and how during photosynthesis were turning</p><p>49:28</p><p>CO2 in H2O into glucose. And oxygen, and how that glucose is the basis for all plant molecules.</p><p>49:34</p><p>And it&#8217;s necessary for them to grow. So the more photosynthesis, the more plant growth, more food we have from a field</p><p>49:41</p><p>in packet 1.3. Now we&#8217;re walking them through how do scientists do what they do. So all of the standard things let&#8217;s first form our question.</p><p>49:47</p><p>So how do we do a research question. What are we wondering. Let&#8217;s turn that into our hypothesis. How do we make a prediction using an if then structure.</p><p>49:55</p><p>How do we do a rationale in order to justify why we think our hypothesis is going to be right and so on.</p><p>50:00</p><p>So very standardized, very scaffolded. And this way we&#8217;re walking students through what scientists actually do</p><p>50:06</p><p>in part two. Then we start doing data collection. So first thing we do is just measure how tall they got. Then we start getting into plant mass before we actually harvest the plants.</p><p>50:14</p><p>We have to do NDVI So we use the units, we collect our NDVI data, and then we start talking about which of these</p><p>50:20</p><p>is actually the more valid measure of plant growth and productivity. And so we get students into these questions as well.</p><p>50:26</p><p>Just because I collect numbers doesn&#8217;t mean I have something that proves or disproves an idea I have to talk about. Is this a valid measurement?</p><p>50:32</p><p>Is this a reliable measurement? Do I have enough data to form actual conclusions that are reliable?</p><p>50:38</p><p>And so we talk about all the core ideas and fundamental tenets of what makes a reliable research experiment in part three.</p><p>50:44</p><p>Then they&#8217;re going to find or draw their conclusions based on their data. They&#8217;re going to collaborate to determine if these are valid</p><p>50:51</p><p>and reliable measurements. And then we&#8217;re going to connect these two careers. So in the very first packet they have to talk about what is a plant related career they might want to pursue some day</p><p>50:59</p><p>and then get into well does this relate to it. Is this something that you still think you want to do. So on so forth.</p><p>51:05</p><p>That way we connected a little bit more to their lives. This packet has an appendix that we obviously added after the fact.</p><p>51:11</p><p>So that way we could incorporate more of the STELLA stuff. And so we&#8217;re getting into questions about what is in</p><p>51:16</p><p>how does this tell us anything about what plants are doing or how they&#8217;re performing, and how can we use this to draw conclusions.</p><p>51:22</p><p>So we have a brief reading. We do annotated reading strategies with it. We have them form hypotheses specific to STELLA and NDVI</p><p>51:30</p><p>And then we actually use the data and analyze it to form a conclusion. And that&#8217;s what that looks like. There was a slide you saw before, but this was the data from my class in fall.</p><p>51:38</p><p>And you can see the different treatments. Blue was our control, green was our treated radishes and gray was our calibration.</p><p>51:45</p><p>We can see with a little bit of variability at our calibration syllabi. That is life. And then we can work that into our explanations.</p><p>51:52</p><p>Well, we have limited reliability or validity in our data because we know our calibration was thrown off because we had change in conditions from clouds.</p><p>51:59</p><p>As we were collecting our data. We had to do it that day because that&#8217;s the only day we could do it. So that&#8217;s how it works, right? Like getting students into the reality that sometimes science isn&#8217;t perfect,</p><p>52:08</p><p>sometimes it&#8217;s messy, doesn&#8217;t usually look like a textbook, but that also prepares them to then better design experiments as they move forward</p><p>52:15</p><p>in the class. Finally, in packet 1.4, we started introducing them to science writing.</p><p>52:20</p><p>So they&#8217;re given a structure template. Everything they need to fill in is highlighted in yellow. There is a rubric that accompanies that.</p><p>52:27</p><p>That rubric is based directly on the scientific and engineering practices and the cross-cutting concepts and links.</p><p>52:33</p><p>It literally addresses every single one of them and what they do for every single project. So at the end of every unit, they&#8217;re going to do some kind of research like this.</p><p>52:41</p><p>They&#8217;re going to prepare a presentation using all the standard conventions in science for reporting the question hypothesis, rationale data, and so on.</p><p>52:49</p><p>And that&#8217;s the whole thing. So like I say, that is available on the website. All the curriculum is linked on the, menu bar on the upper right.</p><p>52:57</p><p>So if you use the QR code that will take you there or just go to doctor conduct or that will take you there as well.</p><p>53:02</p><p>Again, these are free for everyone to use. The idea is that you can make a copy for yourself, change it in any way you want, to make it relevant to your students</p><p>53:09</p><p>and that way you have access to things that might help you out and do more interesting things in your classroom if you&#8217;re looking for that sort of thing.</p><p>53:16</p><p>So that is all I have. Mr. Wicks, do you want to briefly talk about your experiences and then we can do some Q&amp;A?</p><p>53:22</p><p>Fantastic. So I was watching on my computer in my classroom.</p><p>53:27</p><p>I figured I&#8217;d probably walk over. So anyways. Hi, everybody. My name is Mr. Michael Wicks. I am the other AG teacher here.</p><p>53:34</p><p>Like Doctor Kohn said, he was here before I was, but then he left and then he came back. And it&#8217;s kind of this ebb and flow we have with him here, but that&#8217;s pretty normal.</p><p>53:41</p><p>I&#8217;m finishing my seventh year teaching here at Waterford. And what I really enjoyed about the STELLA is obviously it&#8217;s</p><p>53:48</p><p>it was Craig&#8217;s big thing to kind of build them and put them together and do the initial work with NASA in the planning phase, but for my perspective of him coming to me</p><p>53:56</p><p>and showing me all this different stuff, it was unbelievably easy to use it in class. I mean, it was literally a click of a button,</p><p>54:03</p><p>and it couldn&#8217;t get much more simple than that. And we had really cool, unique sets of data that he had over here.</p><p>54:10</p><p>To just add on to our experiments. So like, obviously I was doing the Radish Race Lab since I started</p><p>54:15</p><p>because that was part of his old stuff from before, and traditionally it was just measuring height and it was measuring mass.</p><p>54:22</p><p>Nothing too special. But getting into plant sciences, adding NDVI adds that next level factor of okay, sure,</p><p>54:30</p><p>I think about in horticulture, sometimes I get these cool tall plants, but does that mean they&#8217;re the healthiest ones?</p><p>54:35</p><p>And then do they correlate that with other aspects just beyond that growth factor, which I thought was really fun for us to be able to add into there.</p><p>54:43</p><p>You know, and I haven&#8217;t played around with it yet too much, but I think the NDVI has really application in some sort of horticulture</p><p>54:49</p><p>or plant science class beyond just this component. It has applications in like in environmental science, natural</p><p>54:55</p><p>resources class. If you&#8217;re doing like a very, very dense something. Well I was going to show him our SSA field.</p><p>55:01</p><p>Oh our field. Yeah. Yep. Oh you did pull it up already okay. So yeah. So are you pull up the NDVI for what is our wonderful 16 acre field that</p><p>55:10</p><p>we have for our FFA, which actually I, I think I talked about this a little bit. Our leasing agency wants us to,</p><p>55:18</p><p>adopt a few more sustainable practices, which we already do, don&#8217;t tell and other things like that. But they also want to do things with,</p><p>55:25</p><p>water retention and organic layers and whatnot. So be really interesting to see. Like as we&#8217;re adopting, cover crop, we&#8217;re going to do winter wheat this year.</p><p>55:34</p><p>You know how those practices can actually change our old FFA field, but then how kids are,</p><p>55:39</p><p>you know, this is part of their saying this is their project. They&#8217;re excited to do it. I have a freshman who&#8217;s all over it.</p><p>55:45</p><p>Not sure yet. Another freshman, actually, but he was, you know, not just talking about, okay, we take NDVI but that does that correlate</p><p>55:52</p><p>with the soil horizons, the organic layer, does that correlate with all these other factors that he wants to get more involved into?</p><p>55:58</p><p>So what I think is great is they&#8217;re simple to use, but the kids do get excited about it, especially when you say</p><p>56:03</p><p>we&#8217;re using the stuff for NASA. They&#8217;re like, oh my gosh, you mean like the big space? Yeah, all that stuff.</p><p>56:08</p><p>They get excited and that&#8217;s really cool to see, especially when sometimes it&#8217;s a little hard to get kids into what you&#8217;re doing these days.</p><p>56:15</p><p>It&#8217;s really fun. So I&#8217;ve had a great experience with it. I definitely for us continuing to use it next year, and growing from it,</p><p>56:22</p><p>giving more opportunities. Like you said, the idea of hooking it up to a drone to fly it over, you know, different fields or do it like a survey of local farms</p><p>56:31</p><p>and things like that would just be, I think, a great experience for our kids. So I see a lot of promise with this.</p><p>56:36</p><p>And I&#8217;m really glad we got to use it. So thank you for your time. Oh, yeah. Fantastic. Thank you.</p><p>56:41</p><p>Thank you very much. Yeah. And to piggyback off of that, I would say so this is the Acres analysis program.</p><p>56:47</p><p>So again if you don&#8217;t have the color units you can get this right now if you wanted to. And you can just click and drag over an area</p><p>56:53</p><p>and we&#8217;ll tell you NDVI We did this as a bell ringer one day. And we never got to the content for that day.</p><p>56:58</p><p>Like, kids were so invested in this that we literally had a full hour of discussion about. So then they were like starting to look at their own property</p><p>57:05</p><p>or their like their neighbors and comparing. And they were like, well, this guy always does corn this way, and he always plows every year.</p><p>57:10</p><p>And let&#8217;s see what that looks like. And it was literally just this, like, I didn&#8217;t even do anything but just an hour of exploring, parking, discussing their ideas.</p><p>57:17</p><p>So I will, you know, piggyback off of that. Absolutely. This gets them engaged. They&#8217;re interested, you know, having the NASA logo like</p><p>57:25</p><p>kids fight over who gets to carry the briefcase, right? So like, so there&#8217;s a lot of engagement that comes from this</p><p>57:31</p><p>and it gets them thinking much more deeply. In the systems level. So like, you know, photosynthesis can be pretty straightforward.</p><p>57:38</p><p>But we start asking things like, you know, if you look on the screen here, we can see a big dip in August. And yeah, and then it rises again.</p><p>57:44</p><p>Let&#8217;s make some predictions about that. Well, it turns out that, you know it&#8217;s here says August 17th at rebound.</p><p>57:49</p><p>It turns out it rained here on August 15th. So why would that change in NDVI So we&#8217;re getting the kids to think</p><p>57:55</p><p>much more systematically, much more in terms of making connections across different kinds of content and at different scales and systems.</p><p>58:03</p><p>And so, absolutely, there&#8217;s a whole bunch of options and opportunities to get kids engaged and thinking more deeply through this opportunity.</p><p>58:11</p><p>Fantastic. That&#8217;s that&#8217;s great. Yeah. And I&#8217;m going to make sure that the acres folks know that you,</p><p>58:17</p><p>you&#8217;re using their stuff because then they&#8217;re going to be very excited about that. We do have a few questions. Yep. In the chat.</p><p>58:23</p><p>And so, the t, I believe it&#8217;s, and excuse me if I pronounce it incorrectly.</p><p>58:31</p><p>Hedi Baxter Laufer, Hedi Baxter. Laufer, asks if you were to use Wisconsin Fest plants</p><p>58:39</p><p>as your model organism instead of radishes. Learners could include number of days to flowers, number of flowers,</p><p>58:46</p><p>and number of seeds and their data collection carrying over into understanding reproductive success and linking that to</p><p>58:54</p><p>sustainability and evolution. First, plants are amazing, so I want to put out a plug for that.</p><p>59:00</p><p>So Hedi and I actually work together when I was working at the Great Lakes BioEnergy Research Center. So absolutely, so much more you could do with fast plants.</p><p>59:07</p><p>We had just happened these radishes, because we have like a bajillion of them. And it&#8217;s just kind of what we were using for a while.</p><p>59:14</p><p>But yeah, I would like to get to the point eventually where we could be, more systematic and Wisconsin fast plants would allow you</p><p>59:20</p><p>to go into much more detail, in depth with those kinds of questions. Fantastic. Okay.</p><p>59:26</p><p>Next question from, Shan Gordon. Did radish, the radish you treated with caffeine contain caffeine</p><p>59:32</p><p>in the root/bulb? Would it wake you up like a cup of coffee? Yeah.</p><p>59:37</p><p>So what we found was that radish, actually, or sorry caffeine actually inhibits root growth in radishes.</p><p>59:43</p><p>So our conclusion for that was that the main reason growth was impaired</p><p>59:48</p><p>is because they&#8217;re not developing roots to the same extent that the control radishes were.</p><p>59:54</p><p>So don&#8217;t know that for sure. We have to look into that further. Good research always brings up more questions, but that&#8217;s our premise for the moment.</p><p>1:00:03</p><p>Maybe we&#8217;ll make it taste good. I don&#8217;t know, I&#8217;m just kidding. And so from Keith,</p><p>1:00:09</p><p>is CO2 measuring, a function of STELLA? Well, Keith, we have the, STELlA-AQ, which measures</p><p>1:00:17</p><p>not only CO2, but, particulates, especially in the 2.5 and the 10 and barometric pressure and all that sort of stuff.</p><p>1:00:24</p><p>And the newest one, the 1.2, and I don&#8217;t have the, plug in with me at the moment actually also measures methane.</p><p>1:00:32</p><p>And we&#8217;re also looking at nitrogen dioxide and various other things to measure. So that&#8217;s where it is, like, you know, what do you want to measure?</p><p>1:00:39</p><p>All right. The next one, can you share the NASA Acres GEE API.</p><p>1:00:47</p><p>So maybe something I can plug in our chat here. I believe so you should be able to, let&#8217;s try that.</p><p>1:00:54</p><p>So there we are. There is the NASA acres program is awesome. Really great example.</p><p>1:00:59</p><p>So I plugged in my farm. So my farm, it&#8217;s this green little oasis in the midst</p><p>1:01:04</p><p>of the very conventional green and or sort of conventional orange and yellow. So that&#8217;s mostly because we have a woods and typically</p><p>1:01:12</p><p>forest, have higher NDVI But yeah, it&#8217;s a really great tool. So you can like, drag it over your home, you can drag it over test areas.</p><p>1:01:19</p><p>One thing that I had shown in our presentation was KBS, KBS is Kellogg Biological Research Station.</p><p>1:01:27</p><p>That&#8217;s actually where I was for part of the time when I was doing my PhD in environmental science.</p><p>1:01:32</p><p>So it is the longest ongoing ecological research experiment in agriculture.</p><p>1:01:37</p><p>It&#8217;s been going on since the 80s, and all they really do is use the same method over and over for these different plots.</p><p>1:01:43</p><p>So the blue is going to be business as usual. That&#8217;s conventional agriculture tillage, no cover crops, lack of crop</p><p>1:01:49</p><p>rotation, that sort of thing. And then red and pink are going to be more sustainable methods, things like no till cover crops, more rotation, things like that.</p><p>1:01:59</p><p>So and you can see how well it lines up with that. Right. So that&#8217;s actually the agro science fair project that Cheyenne was talking about,</p><p>1:02:05</p><p>where they&#8217;re measuring average NDVI for the last growing season. For each of these plots to see how that affects photosynthesis.</p><p>1:02:12</p><p>So super cool stuff I highly recommend is really cool. So, it actually kind of reminds me of a fuze box from a car,</p><p>1:02:19</p><p>from seeing it at this distance. But so another one from, that I mean, again, maybe I&#8217;m saying the wrong Hedi.</p><p>1:02:27</p><p>The Hedi or Hedi? Eddie, Hedi. Okay. From Hedi, are you able to use STELLA to measure,</p><p>1:02:34</p><p>anthocyanin, concentration in leaf and stem tissue?</p><p>1:02:39</p><p>That&#8217;s a good indicator of stress in fact, is part of what scientists and NASA&#8217;s Leaf project will be looking at as an indicator of stress in first, plants</p><p>1:02:47</p><p>grown on the moon would still be able to quantify that pigment concentration. That&#8217;s another variable to compare.</p><p>1:02:59</p><p>I don&#8217;t know, I don&#8217;t know. Yeah. Okay. I was I was letting the person go,</p><p>1:03:05</p><p>but I don&#8217;t think I mean, it wouldn&#8217;t be that specific. You would probably see differences in.</p><p>1:03:13</p><p>I guess it would depend on what wavelengths of light that would pertain to.</p><p>1:03:18</p><p>So I guess possibly it could, if you know that anthocyanin</p><p>1:03:25</p><p>had an effect on a particular band of wavelengths, you could see if there was a difference in stress plans versus not stress plants using those wavelengths.</p><p>1:03:33</p><p>I don&#8217;t know how that would work, though. Specifically. But potentially,</p><p>1:03:39</p><p>I mean, that&#8217;s the thing is, like, you could compare data and see, well, is there a significant difference between plants in this group versus that group at these different wavelengths?</p><p>1:03:48</p><p>And then start making inferences from that? Sounds like Hedi needs a, it needs a still to play with</p><p>1:03:55</p><p>the excellent, and, that&#8217;s the end of the questions at the moment. Does anyone else have any more questions?</p><p>1:04:01</p><p>Give you a few seconds to type it out. It&#8217;s not I mean, that was a fantastic presentation.</p><p>1:04:09</p><p>And again, you&#8217;re always great and it&#8217;s always great to chat with you. And it was fantastic to see the students and Doctor Wicks right</p><p>1:04:15</p><p>in the background and Mr. Wicks not doctor doctor Mr.. Did.</p><p>1:04:21</p><p>Yeah. No it was fantastic. Again thank you very, very much. Let&#8217;s see there. Okay.</p><p>1:04:28</p><p>And then Hedi wants to ask you more about anthocyanin as well. Offline.</p><p>1:04:35</p><p>But yeah. Okay. All right. It looks like, we&#8217;re good to go here. Oh, there we go.</p><p>1:04:41</p><p>What sorts of issues did you run into making the, the 1.1 studies? Yeah, yeah, in a nutshell.</p><p>1:04:47</p><p>And Luke kind of alluded to this, too. So, and this might come as a shock, but there is a difference</p><p>1:04:52</p><p>in the capability for precision between NASA engineers and high school students. And so, like with the casing, Luke had kind of mentioned</p><p>1:05:00</p><p>where it&#8217;s just difficult to, you know, you so, for example, we bought wires that were larger</p><p>1:05:06</p><p>because the 100 millimeter to Q2, the, well, yeah, I&#8217;m getting to both, but okay.</p><p>1:05:11</p><p>So like for this one, like you have to put the wires in exactly the right spot to get it to close. Right. So this was still feasible for the 1.1.</p><p>1:05:19</p><p>It was soldering that you kind of had to know where the soldering was going to go and how much to do. And I&#8217;m I don&#8217;t know anything about soldering, to be honest.</p><p>1:05:27</p><p>And our, our kids who are working on it were pretty good kids for that, but just a bit beyond their grasp.</p><p>1:05:35</p><p>You know, for them, I think they weren&#8217;t expecting the challenges they got. And then they got busy with AP exams and those sorts of things, and it kind of fell by the wayside.</p><p>1:05:42</p><p>So I think it could be done. You just have to know that there&#8217;s minimal room for error on those, especially when it comes to the soldering.</p><p>1:05:49</p><p>So I don&#8217;t want to discourage anyone from doing it. I would just recommend start with the Q2 get comfortable with that,</p><p>1:05:56</p><p>and then work your way up from there. If you&#8217;re interested in DIY stuff, if you&#8217;re planning on doing something like CO2 or air quality, that still is not going to help you with that.</p><p>1:06:05</p><p>You would need something like the 1.1 or the 2.0. So again, I guess part of this is knowing what you want to do.</p><p>1:06:11</p><p>But again, for us, the Q2 is a feasible entry point. And based on our experience, that&#8217;s where I would recommend starting.</p><p>1:06:18</p><p>Excellent. Yeah. And it is a good starting point. The soldering in the 1.1.</p><p>1:06:23</p><p>Yeah, was a bit more challenging for sure, especially the screen. And that&#8217;s one of the things that we fixed and, the, or I should say Paul</p><p>1:06:31</p><p>fixed in the 1.2, and it&#8217;s very elegant. And we, just did a nice little, video</p><p>1:06:39</p><p>with Paul, and he&#8217;s talking about, like, engineering and elegance and all that. Anyway, but it&#8217;s,</p><p>1:06:45</p><p>fantastic. Thanks again. Is there any other. I don&#8217;t see any other questions at the moment.</p><p>1:06:53</p><p>So if, if that&#8217;s everything, again, thank you very, very much for this.</p><p>1:06:59</p><p>And we really appreciate you. And, can&#8217;t wait to talk to you again and see, you know, how things are going.</p><p>1:07:05</p><p>What else we can help out with? Appreciate it. Have a good night. Take care.</p><p>1:07:10</p><p>Bye, everyone. Thanks for joining us.</p><p> </p>								</div>
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		<p>The post <a href="https://science.gsfc.nasa.gov/stella/nasa-stella-spectrometry-webinar-featuring-dr-craig-kohn/">NASA STELLA Spectrometry Webinar featuring Dr. Craig Kohn</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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		<title>Dr. Jan Eitel and Graduate Students Present STELLA Prototype Lessons for Elementary Education</title>
		<link>https://science.gsfc.nasa.gov/stella/dr-jan-eitel-and-graduate-students-present-stella-prototype-lessons-for-elementary-education/</link>
		
		<dc:creator><![CDATA[Michael Taylor]]></dc:creator>
		<pubDate>Wed, 24 Jul 2024 23:06:00 +0000</pubDate>
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		<guid isPermaLink="false">https://science.gsfc.nasa.gov/stella/?p=169</guid>

					<description><![CDATA[<p>Dr. Jan Eitel and his graduate students John Patrick and Tyler Bland from the McCall Outdoor Science School (MOSS) presented their innovative work using STELLA devices to teach elementary school students about remote sensing and climate science.</p>
<p>The post <a href="https://science.gsfc.nasa.gov/stella/dr-jan-eitel-and-graduate-students-present-stella-prototype-lessons-for-elementary-education/">Dr. Jan Eitel and Graduate Students Present STELLA Prototype Lessons for Elementary Education</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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<iframe title="STELLA - Prototype Lessons" width="843" height="474" src="https://www.youtube.com/embed/5afs2wM1bbg?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
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<p>Dr. Jan Eitel and his graduate students John Patrick and Tyler Bland from the McCall Outdoor Science School (MOSS) presented their innovative work using STELLA devices to teach elementary school students about remote sensing and climate science. During their June 11 presentation, they shared how they incorporated the NASA-developed handheld spectrometer into field lessons about photosynthesis, carbon cycles, and environmental monitoring with fifth through eighth grade students.</p>
<p>Both graduate students reported high levels of student engagement when using the STELLA devices, noting that the technology provided a hands-on way to make abstract satellite concepts tangible for young learners. The presentations highlighted how students collected spectral data from ponderosa pine needles to calculate various vegetation indices and connect remote sensing to carbon uptake processes. According to Patrick and Bland, student survey results showed significant growth in interest in climate science, with many students specifically mentioning their enjoyment of the STELLA technology. Future improvements to the devices were discussed, including better field data display capabilities and opportunities for long-term phenological studies with students.</p>
<p>The post <a href="https://science.gsfc.nasa.gov/stella/dr-jan-eitel-and-graduate-students-present-stella-prototype-lessons-for-elementary-education/">Dr. Jan Eitel and Graduate Students Present STELLA Prototype Lessons for Elementary Education</a> appeared first on <a href="https://science.gsfc.nasa.gov/stella">STELLA</a>.</p>
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