Publications & Presentations
Explore journal articles, conference papers, and conference abstracts from WAVES.
Showing: Conference presentations and abstracts · Author: Stephanie Debats.
Clear all filtersAll Publications
Conference presentations and abstracts organized by year. 8 matching records.
20211 publication
High resolution, annual maps of the characteristics of 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, Angeline H. Amukoa, Brian W. Kaloo, Jackson Makuru, Ben K. Mbatia, Isaac M. Muasa, J. Mucha, Adelide M. Mugami, J. Mugami, Francis W. Muinde, F. Mwawaza, Jeff Ochieng, Charles J. Oduol, Purent Oduor, Thuo Wanjiku, J. G. Wanyoike, Ryan Avery, Kelly Caylor
Conference abstract
20191 publication
Improving maps of smallholder-dominated croplands through tight integration of human and machine intelligence
L. Estes, Su Ye, Lei Song, Ryan Avery, D. McRitchie, R. Eastman, Stephanie Debats, Kelly Caylor
American Geophysical Union Fall Meeting
Conference abstract
20181 publication
Using active learning to quantify how training data errors impact classification accuracy over smallholder-dominated agricultural systems
L. Estes, Stephanie Debats, D. McRitchie, R. Eastman, L. Song, T. Woodard, S. Xiong, Su Ye, K. Zhang, Ryan Avery, Kelly Caylor
American Geophysical Union Fall Meeting
Conference abstract
20161 publication
Combining Human and Machine Learning to Map Cropland in the 21 st Century's Major Agricultural Frontier
L. Estes, Stephanie Debats, Kelly Caylor, T. Evans, Drew Gower, D. McRitchie, T. Searchinger, D. Thompson, E. Wood, L. Zeng
Conference abstract
20152 publications
Interactively Improving Agricultural Field Mapping in Sub-Saharan Africa with Crowd-Sourcing and Active Learning
Stephanie Debats, L. Estes, Kelly Caylor
American Geophysical Union Fall Meeting
Conference abstract
DIYlandcover: Crowdsourcing the creation of systematic, accurate landcover maps
L. Estes, D. McRitchie, Jonathan J Choi, Stephanie Debats, Tom Evans, W. Guthe, D. Luo, G. Ragazzo, R. Zempleni, Kelly Caylor
Conference abstract
20141 publication
Mapping Agricultural Fields in Sub-Saharan Africa with a Computer Vision Approach
Stephanie Debats, D. Luo, L. Estes, Thomas J. Fuchs, Kelly Caylor
American Geophysical Union Fall Meeting
Conference abstract
20121 publication
Interacting Effects of Heat Stress and Soil Moisture Stress on Crop Yield Losses in Dryland Agriculture
Stephanie Debats, Kelly Caylor, L. Estes, N. Chaney, J. Sheffield
American Geophysical Union Fall Meeting
Conference abstract
Explore Our Research
Interested in learning more about our research methods, collaborations, or latest findings? Connect with us to discuss potential research opportunities.