Lyndon D. Estes

14 papers Journal 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
PRUE: A Practical Recipe for Field Boundary Segmentation at Scale.
CoRR
Gedeon Muhawenayo, Caleb Robinson, Subash Khanal, Zhanpei Fang, Isaac Corley, Alexander Wollam, Tianyi Gao, Leonard Strnad, Ryan B. Avery, Lyndon D. Estes, Ana María Tárano, Nathan Jacobs, Hannah Kerner
2024 J jnl
A region-wide, multi-year set of crop field boundary labels for Africa.
CoRR
Lyndon D. Estes, Amos Wussah, Mary Dziedzorm Asipunu, M. Gathigi, P. Kovacic, Justus Muhando, B. V. Yeboah, F. K. Addai, E. S. Akakpo, M. K. Allotey, P. Amkoya, E. Amponsem, K. D. Donkoh, N. Ha, E. Heltzel, Calestous Juma, R. Mdawida, A. Miroyo, Julius Mucha, Judith M. Mugami, Fredrick M. Mwawaza, D. A. Nyarko, Purent Oduor, K. N. Ohemeng, S. I. D. Segbefia, T. Tumbula, F. Wambua, G. H. Xeflide, Su Ye, F. Yeboah
2024 J jnl
Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples.
CoRR
Sam Khallaghi, Rahebe Abedi, Hanan Abou Ali, Hamed Alemohammad, Mary Dziedzorm Asipunu, Ismail Alatise, Nguyen Ha, Boka Luo, Cat Mai, Lei Song, Amos Wussah, Sitian Xiong, Yao-Ting Yao, Qi Zhang, Lyndon D. Estes
2023 J jnl
A review of technical factors to consider when designing neural networks for semantic segmentation of Earth Observation imagery.
CoRR
Sam Khallaghi, J. Ronald Eastman, Lyndon D. Estes
2023 J jnl
Correction: Xiong et al. Probabilistic Tracking of Annual Cropland Changes over Large, Complex Agricultural Landscapes Using Google Earth Engine. Remote Sens. 2022, 14, 4896.
Remote. Sens.
Sitian Xiong, Priscilla Baltezar, Morgan A. Crowley, Michael Cecil, Stefano C. Crema, Eli Baldwin, Jeffrey A. Cardille, Lyndon D. Estes
2023 J jnl
Cropland Mapping in Tropical Smallholder Systems with Seasonally Stratified Sentinel-1 and Sentinel-2 Spectral and Textural Features.
Remote. Sens.
Manushi B. Trivedi, Michael T. Marshall, Lyndon D. Estes, C. A. J. M. de Bie, Ling Chang, Andrew Nelson
2022 J jnl
Probabilistic Tracking of Annual Cropland Changes over Large, Complex Agricultural Landscapes Using Google Earth Engine.
Remote. Sens.
Sitian Xiong, Priscilla Baltezar, Morgan A. Crowley, Michael Cecil, Stefano C. Crema, Eli Baldwin, Jeffrey A. Cardille, Lyndon D. Estes
2021 J jnl
High Resolution, Annual Maps of Field Boundaries for Smallholder-Dominated Croplands at National Scales.
Frontiers Artif. Intell.
Lyndon D. Estes, Su Ye, Lei Song, Boka Luo, J. Ronald Eastman, Zhenhua Meng, Qi Zhang, Dennis McRitchie, Stephanie R. Debats, Justus Muhando, Angeline H. Amukoa, Brian W. Kaloo, Jackson Makuru, Ben K. Mbatia, Isaac M. Muasa, Julius Mucha, Adelide M. Mugami, Judith M. Mugami, Francis W. Muinde, Fredrick M. Mwawaza, Jeff Ochieng, Charles J. Oduol, Purent Oduor, Thuo Wanjiku, Joseph G. Wanyoike, Ryan B. Avery, Kelly K. Caylor
2020 J jnl
Accounting for Training Data Error in Machine Learning Applied to Earth Observations.
Remote. Sens.
Arthur Elmes, Seyed Hamed Alemohammad, Ryan Avery, Kelly K. Caylor, J. Ronald Eastman, Lewis Fishgold, Mark A. Friedl, Meha Jain, Divyani Kohli, Juan Carlos Laso Bayas, Dalton D. Lunga, Jessica L. McCarty, Robert Gilmore Pontius Jr., Andrew B. Reinmann, John Rogan, Lei Song, Hristiana Stoynova, Su Ye, Zhuang-Fang Yi, Lyndon D. Estes
2019 J jnl
A high-frequency mobile phone data collection approach for research in social-environmental systems: Applications in climate variability and food security in sub-Saharan Africa.
Environ. Model. Softw.
Stacey A. Giroux, Inna Kouper, Lyndon D. Estes, Jacob Schumacher, Kurt Waldman, Joel T. Greenshields, Stephanie L. Dickinson, Kelly K. Caylor, Tom P. Evans
2018 J jnl
On the Use of Unmanned Aerial Systems for Environmental Monitoring.
Remote. Sens.
Salvatore Manfreda, Matthew F. McCabe, Pauline E. Miller, Richard M. Lucas, Victor Pajuelo Madrigal, Giorgos Mallinis, Eyal Ben-Dor, David Helman, Lyndon D. Estes, Giuseppe Ciraolo, Jana Müllerová, Flavia Tauro, M. Isabel de Lima, João L. M. P. de Lima, Antonino Maltese, Félix Francés, Kelly K. Caylor, Marko Kohv, Matthew Perks, Guiomar Ruiz-Pérez, Zhongbo Su, Giulia Vico, Brigitta Tóth
2017 J jnl
Integrating active learning and crowdsourcing into large-scale supervised landcover mapping algorithms.
PeerJ Prepr.
Stephanie R. Debats, Lyndon D. Estes, David R. Thompson, Kelly K. Caylor
2016 J jnl
A platform for crowdsourcing the creation of representative, accurate landcover maps.
Environ. Model. Softw.
Lyndon D. Estes, Dennis McRitchie, Jonathan Choi, Stephanie R. Debats, Tom Evans, William Guthe, Dee Luo, Gabrielle Ragazzo, Reka Zempleni, Kelly K. Caylor
2015 J jnl
Mapping Cropland in Smallholder-Dominated Savannas: Integrating Remote Sensing Techniques and Probabilistic Modeling.
Remote. Sens.
Sean Sweeney, Tatyana Ruseva, Lyndon D. Estes, Tom Evans