Akiko is a post-doctoral researcher in the Biospheric Sciences Laboratory at NASA GSFC. She investigates the predictability of crop composition and production of small African fields using moderate and high-resolution satellite imagery. Prior to working at GSFC Akiko was a PhD candidate at George Mason University evaluating the relationship between sea ice decline and mid-latitude weather and climate using Global Climate Models (GCMs).
Understanding the teleconnections between sea ice decline in the Arctic and winter weather and climate extremes in the mid-latitudes.
Understanding the skill of Earth Observing Systems and Machine Learning to estimate crop composition and production in regions vulnerable to food insecurity.
PhD Climate Dynamics, George Mason University, 2019
MA Geography, University of Maryland, 2010
BS Environmental Science, University of Maryland, 2008
Elders, A., M. L. Carroll, C. S. Neigh, et al. A. L. D'Agostino, C. Ksoll, M. R. Wooten, and M. E. Brown. 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]
Elders, A., and K. Pegion. 2017. "Diagnosing sea ice from the north american multi model ensemble and implications on mid-latitude winter climate." Climate Dynamics, 53 (12): 7237-7250 [10.1007/s00382-017-4049-3]
Carroll, M. L., C. M. DiMiceli, J. R. Townshend, et al. R. A. Sohlberg, A. I. Elders, S. Devadiga, A. M. Sayer, and R. C. Levy. 2016. "Development of an operational land water mask for MODIS Collection 6, and influence on downstream data products." International Journal of Digital Earth, 10 (2): 207-218 [10.1080/17538947.2016.1232756]
Akiko is a post-doctoral researcher in the Biospheric Sciences Laboratory at NASA GSFC. She investigates the predictability of crop composition and production of small African fields using moderate and high-resolution satellite imagery. Prior to working at GSFC Akiko was a PhD candidate at George Mason University evaluating the relationship between sea ice decline and mid-latitude weather and climate using Global Climate Models (GCMs).
Elders, A., M. L. Carroll, C. S. Neigh, et al. A. L. D'Agostino, C. Ksoll, M. R. Wooten, and M. E. Brown. 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]
Elders, A., and K. Pegion. 2017. "Diagnosing sea ice from the north american multi model ensemble and implications on mid-latitude winter climate." Climate Dynamics 53 (12): 7237-7250 [10.1007/s00382-017-4049-3]
Carroll, M. L., C. M. DiMiceli, J. R. Townshend, et al. R. A. Sohlberg, A. I. Elders, S. Devadiga, A. M. Sayer, and R. C. Levy. 2016. "Development of an operational land water mask for MODIS Collection 6, and influence on downstream data products." International Journal of Digital Earth 10 (2): 207-218 [10.1080/17538947.2016.1232756]