Margaret Wooten
(SCIENTIFIC PROGRAMMER/ANALYST)
| Email: | margaret.wooten@nasa.gov |
| Phone: | 301.614.6697 |
| Org Code: | 618 |
| Address: |
NASA/GSFC Mail Code 618 Greenbelt, MD 20771 |
| Employer: | SCIENCE SYSTEMS AND APPLICATIONS INC |
Selected Publications
Refereed
2026. "Evaluation of Deep Learning Approaches for Classifying Regional Croplands With Satellite Image Time Series in Senegal.", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 1-12 [10.1109/jstars.2026.3666440] [Journal Article/Letter]
2026. "Northward shift of boreal tree cover confirmed by satellite record.", Biogeosciences, [https://doi.org/10.5194/bg-23-1089-2026] [Journal Article/Letter]
2026. "Global uncertainty assessment of vegetation indices from NASA's Harmonized Landsat and Sentinel-2 Project.", Remote Sensing of Environment, 332 115084 [10.1016/j.rse.2025.115084] [Journal Article/Letter]
2026. "Optical imagery and digital spaces in the era of machine learning for better geospatial information and services.", Geospatial Information and Services for Climate Resilient Disaster Management, 23-56 [10.1016/b978-0-443-29216-3.00008-4] [Article in Book]
2025. "Russian forests show strong potential for young forest growth.", Communications Earth & Environment, 6 (1): 71 [10.1038/s43247-025-02006-9] [Journal Article/Letter]
2024. "Spaceborne Lidar and Stereogrammetry Data Fusion to Predict Aboveground Biomass in Tropical Forests.", IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 3592-3595 [10.1109/igarss53475.2024.10641914] [Proceedings]
2024. "EO-Validation: Low Latency Commodity-Based Collaborative Validation Framework for Geoai Data Products.", IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 51 6916-6919 [10.1109/igarss53475.2024.10641506] [Proceedings]
2024. "A Deep Learning Data Fusion Approach for Modeling Land use in Smallholder Agriculture Systems.", IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 4077-4080 [10.1109/igarss53475.2024.10641952] [Proceedings]
2023. "Training Strategies of CNN for Land Cover Mapping with High Resolution Multi-Spectral Imagery in Senegal.", IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, [10.1109/igarss52108.2023.10283308] [Proceedings]
2023. "Large-Scale Distributed Compositing and Statistics Framework For Very-High-Resolution Remote Sensing Imagery.", IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, [10.1109/igarss52108.2023.10283222] [Proceedings]
2023. "Land Cover Mapping in the Amhara Region of Northwest Ethiopia Using Convolutional Neural Networks and Domain Adaptation Techniques.", IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, [10.1109/igarss52108.2023.10283273] [Proceedings]
2023. "Optimizing WorldView-2, -3 cloud masking using machine learning approaches.", Remote Sensing of Environment, 284 113332 [10.1016/j.rse.2022.113332] [Journal Article/Letter]
2022. "Estimating crop type and yield of small holder fields in Burkina Faso using multi-day Sentinel-2.", Remote Sensing Applications: Society and Environment, 27 100820 [10.1016/j.rsase.2022.100820] [Journal Article/Letter]
2021. "Estimating Bare Earth in Sparse Boreal Forests With WorldView Stereo Imagery.", IEEE Geoscience and Remote Sensing Letters, 1-5 [10.1109/lgrs.2021.3112387] [Journal Article/Letter]
2020. "A multi-modal approach for monitoring changes in agriculture in the Mekong River delta.", Proceedings of IEEE IGARSS 2020, [10.1109/IGARSS39084.2020.9324083] [Proceedings]
2019. "Boreal canopy surfaces from spaceborne stereogrammetry.", Remote Sensing of Environment, 225 148-159 [10.1016/j.rse.2019.02.012] [Journal Article/Letter]
2019. "Exploiting the convergence of evidence in satellite data for advanced weather index insurance design.", Weather, Climate, and Society, 11 (1): 65–93 [10.1175/wcas-d-17-0111.1] [Journal Article/Letter]
2018. "Smallholder crop area mapped with wall-to-wall WorldView sub-meter panchromatic image texture: A test case for Tigray, Ethiopia.", Remote Sensing of Environment, 212 8-20 [10.1016/j.rse.2018.04.025] [Journal Article/Letter]
2017. "Extracting smallholder cropped area in Tigray, Ethiopia with wall-to-wall sub-meter WorldView and moderate resolution Landsat 8 imagery.", Remote Sensing of Environment, 202 142-151 [10.1016/j.rse.2017.06.040] [Journal Article/Letter]
2016. "In situ air temperature and humidity measurements over diverse land covers in Greenbelt, Maryland, November 2013–November 2015.", Earth System Science Data, 8 (2): 415-423 [10.5194/essd-8-415-2016] [Journal Article/Letter]
2016. "Quantifying Surface Water Dynamics at 30 Meter Spatial Resolution in the North American High Northern Latitudes 1991–2011.", Remote Sensing, 8 (8): 622 [10.3390/rs8080622] [Journal Article/Letter]