Lei Song

Accounting for Training Data Error in Machine Learning Applied to Earth Observations

Arthur Elmes, Hamed Alemohammad, Ryan Avery et al. · Remote Sensing · 2020 · 109 citations · Full text

Computing, Computer Science, Earth Sciences +17

Stacking ensemble of machine learning methods for landslide susceptibility mapping in Zhangjiajie City, Hunan Province, China

Yuke Huan, Lei Song, Umair Khan et al. · Environmental Earth Sciences · 2022 · 55 citations

Computing, Geoinformatics, Geological Engineering +16

High Resolution, Annual Maps of Field Boundaries for Smallholder-Dominated Croplands at National Scales

Lyndon Estes, Su Ye, Lei Song et al. · Frontiers in Artificial Intelligence · 2022 · 38 citations · Full text

Computing, Crop Sciences, Geoinformatics +15

Multi-scale convolutional neural networks (CNNs) for landslide inventory mapping from remote sensing imagery and landslide susceptibility mapping (LSM)

Baoyi Zhang, Jiacheng Tang, Yuke Huan et al. · Geomatics Natural Hazards and Risk · 2024 · 31 citations · Full text

Computing, Earth Sciences, Geoinformatics +16

<scp>itsdm</scp> : Isolation forest‐based presence‐only species distribution modelling and explanation in <scp>r</scp>

Lei Song, Lyndon Estes · Methods in Ecology and Evolution · 2023 · 21 citations · Full text

Natural Resources, Ecology, Forest Ecology +12