Renhai Zhong

DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic corn and soybean mapping

Jinfan Xu, Yue Zhu, Renhai Zhong et al. · Remote Sensing of Environment · 2020 · 255 citations

Computing, Computer Science, Geoinformatics +11

A deep learning approach to conflating heterogeneous geospatial data for corn yield estimation: A case study of the US Corn Belt at the county level

Hao Jiang, Hao Hu, Renhai Zhong et al. · Global Change Biology · 2019 · 235 citations

Agriculture, Crop Sciences, Meteorology +17

DeepCropNet: a deep spatial-temporal learning framework for county-level corn yield estimation

Tao Lin, Renhai Zhong, Yudi Wang et al. · Environmental Research Letters · 2020 · 80 citations · Full text

Agriculture, Crop Sciences, Crop Modeling +16

Double cropping and cropland expansion boost grain production in Brazil

Jialu Xu, Jing Gao, Henrique Vinícius de Holanda et al. · Nature Food · 2021 · 76 citations

Agriculture, Agronomy, Crop Sciences +14

Large-Scale Rice Mapping Using Multi-Task Spatiotemporal Deep Learning and Sentinel-1 SAR Time Series

Zhixian Lin, Renhai Zhong, Xingguo Xiong et al. · Remote Sensing · 2022 · 48 citations · Full text

Agriculture, Crop Sciences, Precision Agriculture +15