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Lei Song
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Mapping Annual Precipitation across Mainland China in the Period 2001–2010 from TRMM3B43 Product Using Spatial Downscaling Approach
Y Shi, L Song, Z Xia, Y Lin, RB Myneni, S Choi, L Wang, X Ni, C Lao, ...
Remote Sensing 7 (5), 5849-5878, 2015
772015
Accounting for training data error in machine learning applied to Earth observations
A Elmes, H Alemohammad, R Avery, K Caylor, JR Eastman, L Fishgold, ...
Remote Sensing 12 (6), 1034, 2020
722020
Spatial downscaling of monthly TRMM precipitation based on EVI and other geospatial variables over the Tibetan Plateau from 2001 to 2012
Y Shi, L Song
Mountain Research and Development 35 (2), 180-194, 2015
582015
High resolution, annual maps of field boundaries for smallholder-dominated croplands at national scales
L Estes, S Ye, L Song, B Luo, JR Eastman, Z Meng, Q Zhang, D Mcritchie, ...
Frontiers in Artificial Intelligence, 164, 0
22
A super-ensemble approach to map land cover types with high resolution over data-sparse African savanna landscapes
L Song, AB Estes, LD Estes
International Journal of Applied Earth Observation and Geoinformation 116 …, 2023
72023
itsdm: Isolation forest‐based presence‐only species distribution modelling and explanation in r
L Song, L Estes
Methods in Ecology and Evolution 14 (3), 831-840, 2023
42023
Improving maps of smallholder-dominated croplands through tight integration of human and machine intelligence
LD Estes, S Ye, L Song, RB Avery, D McRitchie, R Eastman, SR Debats, ...
AGU Fall Meeting Abstracts 2019, IN42A-04, 2019
12019
Using a Nested Multi-Scale Method to Characterize Landscape Utilization and Conservation Status of African Savanna Elephant
L Song, LD Estes
AGU Fall Meeting Abstracts 2022, B22D-1486, 2022
2022
High resolution, annual maps of the characteristics of smallholder-dominated croplands at national scales
LD Estes, S Ye, L Song, B Luo, JR Eastman, Z Meng, Q Zhang, ...
EarthArXiv, 2021
2021
Using mixed labels and a multi-stage approach to map crop types over smallholder-dominated agricultural systems
L Song, B Luo, S Ye, Q Zhang, LD Estes
AGU Fall Meeting Abstracts 2020, GC034-04, 2020
2020
A Convolutional Neural Network Approach to Segmenting Smallholder Agriculture
RB Avery, KK Caylor, LD Estes, R Eastman, S Ye, L Song, K Zhang, ...
AGU Fall Meeting Abstracts 2018, B31I-2597, 2018
2018
Using active learning to quantify how training data errors impact classification accuracy over smallholder-dominated agricultural systems
LD Estes, SR Debats, D McRitchie, R Eastman, L Song, T Woodard, ...
AGU Fall Meeting Abstracts 2018, B22A-05, 2018
2018
Broad-scale spatial distribution of African bush elephant (Loxodonta Africana) using combination of machine learning algorithms
L Song, L Estes
2020 ESA Annual Meeting (August 3-6), 0
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Articles 1–13