Mapping Cropland in Smallholder-Dominated Savannas: Integrating Remote Sensing Techniques and Probabilistic Modeling. - Sean Sweeney; Tatyana Ruseva; Lyndon D. Estes; Tom Evans (Remote. Sens., 2015)

A platform for crowdsourcing the creation of representative, accurate landcover maps. - Lyndon D. Estes; Dennis McRitchie; Jonathan Choi; Stephanie R. Debats; Tom Evans; William Guthe; Dee Luo; Gabrielle Ragazzo; Reka Zempleni; Kelly K. Caylor (Environ. Model. Softw., 2016)

Integrating active learning and crowdsourcing into large-scale supervised landcover mapping algorithms. - Stephanie R. Debats; Lyndon D. Estes; David R. Thompson 001; Kelly K. Caylor (PeerJ Prepr., 2017)

On the Use of Unmanned Aerial Systems for Environmental Monitoring. - 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; et al. (Remote. Sens., 2018)

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. - Stacey A. Giroux; Inna Kouper; Lyndon D. Estes; Jacob Schumacher; Kurt Waldman; Joel T. Greenshields; Stephanie L. Dickinson; Kelly K. Caylor; Tom P. Evans (Environ. Model. Softw., 2019)

Accounting for Training Data Error in Machine Learning Applied to Earth Observations. - 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; et al. (Remote. Sens., 2020)

High Resolution, Annual Maps of Field Boundaries for Smallholder-Dominated Croplands at National Scales. - 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; et al. (Frontiers Artif. Intell., 2021)

Probabilistic Tracking of Annual Cropland Changes over Large, Complex Agricultural Landscapes Using Google Earth Engine. - Sitian Xiong; Priscilla Baltezar; Morgan A. Crowley; Michael Cecil; Stefano C. Crema; Eli Baldwin; Jeffrey A. Cardille; Lyndon D. Estes (Remote. Sens., 2022)

A review of technical factors to consider when designing neural networks for semantic segmentation of Earth Observation imagery. - Sam Khallaghi; J. Ronald Eastman; Lyndon D. Estes (CoRR, 2023)

itsdm. - Lei Song 008; Lyndon D. Estes (Zenodo, 2023)

Cropland Mapping in Tropical Smallholder Systems with Seasonally Stratified Sentinel-1 and Sentinel-2 Spectral and Textural Features. - Manushi B. Trivedi; Michael T. Marshall; Lyndon D. Estes; C. A. J. M. de Bie; Ling Chang; Andrew Nelson 003 (Remote. Sens., 2023)

Correction: Xiong et al. Probabilistic Tracking of Annual Cropland Changes over Large, Complex Agricultural Landscapes Using Google Earth Engine. Remote Sens. 2022, 14, 4896. - Sitian Xiong; Priscilla Baltezar; Morgan A. Crowley; Michael Cecil; Stefano C. Crema; Eli Baldwin; Jeffrey A. Cardille; Lyndon D. Estes (Remote. Sens., 2023)

Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples. - 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; et al. (CoRR, 2024)

A region-wide, multi-year set of crop field boundary labels for Africa. - 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; et al. (CoRR, 2024)