All Publications
Conference presentations and abstracts organized by year.
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
20192 publications
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
Is Forest Code legislation protecting Neotropical savanna habitats in agricultural landscapes? A high-resolution Gap analysis of the Brazilian Cerrado
F. Ribeiro, F. Davis, D. Roberts, Kelly Caylor, L. Hess, G. Daldegan, F. T. Brum
American Geophysical Union Fall Meeting
20182 publications
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
Measures and Determinants of Urban Food Security: Evidence from Accra, Ghana
Cascade Tuholske, K. Andam, Jordan P. Blekking, T. Evans, Kelly Caylor
20172 publications
High spatial resolution mapping of land cover types in a priority area for conservation in the Brazilian savanna
F. Ribeiro, D. Roberts, L. Hess, F. Davis, Kelly Caylor, J. Nackoney, G. Daldegan
American Geophysical Union Fall Meeting
Simulating the impact of water storage on agricultural intensification and deforestation in Northern Thailand
Drew Gower, Zhenzhong Zeng, Kelly Caylor, E. Wood
American Geophysical Union Fall Meeting
20164 publications
An ecohydrologic framework for simulating catchment constraints on smallholder irrigation systems in drylands
Drew Gower, P. McCord, Kelly Caylor, J. Dell’Angelo, T. Evans
American Geophysical Union Fall Meeting
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
Rapid Monitoring of Drought Impacts on Small-Scale Farms in Africa through Integration of Farmer SMS data and Environmental Sensors
T. Evans, Kelly Caylor, L. Estes, Beth Plale, S. Attari, Kurt B. Waldman
American Geophysical Union Fall Meeting
Community Water Governance on Mount Kenya: An Assessment Based on Ostrom’s Design Principles of Natural Resource Management
J. Dell’Angelo, P. McCord, Drew Gower, Stefan Carpenter, Kelly Caylor, T. Evans
20156 publications
Impacts of intra-seasonal agricultural decision-making and forecast information on maize production in Zambia
D. Tian, L. Estes, T. Evans, Kelly Caylor, J. Sheffield, E. Wood
American Geophysical Union Fall Meeting
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
Modeling Local vs. Global Dimensions of Food Security in Sub-Saharan Africa
T. Evans, Kelly Caylor, L. Estes, P. McCord, S. Attari, J. Sheffield
American Geophysical Union Fall Meeting
Reconciling Agricultural Needs with Biodiversity and Carbon Conservation in a Savanna Transformation Frontier
M. Spiegel, L. Estes, Kelly Caylor, T. Searchinger
American Geophysical Union Fall Meeting
New Approaches to Capture High Frequency Agricultural Dynamics in Africa through Mobile Phones
T. Evans, S. Attari, Beth Plale, Kelly Caylor, L. Estes, J. Sheffield
American Geophysical Union Fall Meeting
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
20142 publications
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
Multilevel Governance of Irrigation Systems and Adaptation to Climate Change in Kenya
J. Dell’Angelo, P. McCord, Elizabeth Baldwin, Michael E. Cox, Drew Gower, Kelly Caylor, T. Evans
20132 publications
Water Governance and Adaptation to Disturbances in Irrigated Semi-Arid Agricultural Systems
T. Evans, P. McCord, L. McBride, Drew Gower, Kelly Caylor
American Geophysical Union Fall Meeting
20122 publications
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
Water governance, agricultural development and community-level resilience to climate change
T. Evans, Michael E. Cox, P. McCord, Kelly Caylor, C. Washington-Ottombre, K. Soderberg, S. Sadri
American Geophysical Union Fall Meeting
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