Lyndon D. Estes

According to our database, Lyndon D. Estes authored at least 17 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

The first global agricultural field boundary map at 10m resolution.

Caleb Robinson, Gedeon Muhawenayo, Subash Khanal, Zhanpei Fang, Isaac Corley, Ana María Tárano, Lyndon D. Estes, Jennifer Marcus, Nathan Jacobs, Hannah Kerner, Inbal Becker-Reshef, Juan M. Lavista Ferres

CoRR, May, 2026

PRUE: A Practical Recipe for Field Boundary Segmentation at Scale.

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

CoRR, March, 2026

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, 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

CoRR, 2024

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, Yao-Ting Yao, Qi Zhang, Lyndon D. Estes

CoRR, 2024

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., October, 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

Remote. Sens., June, 2023

A super-ensemble approach to map land cover types with high resolution over data-sparse African savanna landscapes.

Lei Song, Anna Bond Estes, Lyndon Despard Estes

Int. J. Appl. Earth Obs. Geoinformation, February, 2023

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Lei Song, Lyndon D. Estes

Dataset, January, 2023

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

2022

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

2021

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, 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

Frontiers Artif. Intell., 2021

2020

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, Robert Gilmore Pontius Jr., Andrew B. Reinmann, John Rogan, Lei Song, Hristiana Stoynova, Su Ye, Zhuang-Fang Yi, Lyndon D. Estes

Remote. Sens., 2020

2019

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

2018

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, 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

Remote. Sens., 2018

2017

Integrating active learning and crowdsourcing into large-scale supervised landcover mapping algorithms.

Stephanie R. Debats, Lyndon D. Estes, David R. Thompson, Kelly K. Caylor

PeerJ Prepr., 2017

2016

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

2015

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