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Journal Articles
- 2023
[j9]Manushi B. Trivedi
, Michael T. Marshall, Lyndon D. Estes, C. A. J. M. de Bie, Ling Chang, Andrew Nelson:
Cropland Mapping in Tropical Smallholder Systems with Seasonally Stratified Sentinel-1 and Sentinel-2 Spectral and Textural Features. Remote. Sens. 15(12): 3014 (2023)- [j8]Sitian Xiong, Priscilla Baltezar, Morgan A. Crowley, Michael Cecil, Stefano C. Crema, Eli Baldwin, Jeffrey A. Cardille, Lyndon D. Estes:
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. 15(19): 4692 (2023) - 2022
- [j7]Sitian Xiong, Priscilla Baltezar, Morgan A. Crowley, Michael Cecil, Stefano C. Crema, Eli Baldwin, Jeffrey A. Cardille, Lyndon D. Estes:
Probabilistic Tracking of Annual Cropland Changes over Large, Complex Agricultural Landscapes Using Google Earth Engine. Remote. Sens. 14(19): 4896 (2022) - 2021
- [j6]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:
High Resolution, Annual Maps of Field Boundaries for Smallholder-Dominated Croplands at National Scales. Frontiers Artif. Intell. 4 (2021) - 2020
- [j5]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:
Accounting for Training Data Error in Machine Learning Applied to Earth Observations. Remote. Sens. 12(6): 1034 (2020) - 2019
- [j4]Stacey A. Giroux, Inna Kouper, Lyndon D. Estes, Jacob Schumacher, Kurt Waldman, Joel T. Greenshields, Stephanie L. Dickinson, Kelly K. Caylor, Tom P. Evans:
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. 119: 57-69 (2019) - 2018
- [j3]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:
On the Use of Unmanned Aerial Systems for Environmental Monitoring. Remote. Sens. 10(4): 641 (2018) - 2016
- [j2]Lyndon D. Estes, Dennis McRitchie, Jonathan Choi, Stephanie R. Debats, Tom Evans, William Guthe, Dee Luo, Gabrielle Ragazzo, Reka Zempleni, Kelly K. Caylor:
A platform for crowdsourcing the creation of representative, accurate landcover maps. Environ. Model. Softw. 80: 41-53 (2016) - 2015
- [j1]Sean Sweeney, Tatyana Ruseva, Lyndon D. Estes, Tom Evans:
Mapping Cropland in Smallholder-Dominated Savannas: Integrating Remote Sensing Techniques and Probabilistic Modeling. Remote. Sens. 7(11): 15295-15317 (2015)
Informal and Other Publications
- 2024
- [i3]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:
Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples. CoRR abs/2408.06467 (2024) - 2023
- [i2]Sam Khallaghi, J. Ronald Eastman, Lyndon D. Estes:
A review of technical factors to consider when designing neural networks for semantic segmentation of Earth Observation imagery. CoRR abs/2308.09221 (2023) - 2017
- [i1]Stephanie R. Debats, Lyndon D. Estes, David R. Thompson, Kelly K. Caylor:
Integrating active learning and crowdsourcing into large-scale supervised landcover mapping algorithms. PeerJ Prepr. 5: e3004 (2017)
Coauthor Index
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