All Publications
Peer-reviewed publications (journal articles and conference papers) organized by year.
20221 publication
High Resolution, Annual Maps of Field Boundaries for Smallholder-Dominated Croplands at National Scales
L. Estes, Su Ye, Lei Song, B. Luo, J. R. Eastman, Zhen-zhi Meng, Qi Zhang, D. McRitchie, Stephanie Debats, J. Muhando, Amukoa, Brian W. Kaloo, Jackson Makuru, Ben K. Mbatia, Isaac M. Muasa, Július, Mucha, Adelide M. Mugami, J. Mugami, Francis W. Muinde, Mwawaza, Jeff Ochieng, Charles J. Oduol, Purent Oduor, Thuo Wanjiku, Wanyoike, Ryan Avery, Kelly Caylor
Frontiers in Artificial Intelligence
20172 publications
A Large-Area, Spatially Continuous Assessment of Land Cover Map Error and Its Impact on Downstream Analyses
L. Estes, Peng Chen, Stephanie Debats, Tom Evans, Stefanus Ferreira, T. Kuemmerle, G. Ragazzo, J. Sheffield, A. Wolf, E. Wood, Kelly Caylor
Global Change Biology
A platform for crowdsourcing the creation of representative, accurate landcover maps
L. Estes, D. McRitchie, Jonghyun Choi, Stephanie Debats, T. Evans, W. Guthe, D. Luo, G. Ragazzo, R. Zempleni, Kelly Caylor
Environmental Modelling & Software
20161 publication
A generalized computer vision approach to mapping crop fields in heterogeneous agricultural landscapes
Stephanie Debats, D. Luo, L. Estes, Thomas J. Fuchs, Kelly Caylor
Remote Sensing of Environment
20131 publication
Projected climate impacts to South African maize and wheat production in 2055: A comparison of empirical and mechanistic modeling approaches
L. Estes, H. Beukes, B. Bradley, Stephanie Debats, M. Oppenheimer, A. Ruane, R. Schulze, M. Tadross
Global Change Biology
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