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Renhai Zhong
Renhai Zhong
Verified email at zju.edu.cn
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Year
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
H Jiang, H Hu, R Zhong, J Xu, J Xu, J Huang, S Wang, Y Ying, T Lin
Global change biology 26 (3), 1754-1766, 2020
1572020
DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic corn and soybean mapping
J Xu, Y Zhu, R Zhong, Z Lin, J Xu, H Jiang, J Huang, H Li, T Lin
Remote Sensing of Environment 247, 111946, 2020
1472020
DeepCropNet: a deep spatial-temporal learning framework for county-level corn yield estimation
T Lin, R Zhong, Y Wang, J Xu, H Jiang, J Xu, Y Ying, L Rodriguez, ...
Environmental research letters 15 (3), 034016, 2020
552020
Double cropping and cropland expansion boost grain production in Brazil
J Xu, J Gao, HV de Holanda, LF Rodríguez, JV Caixeta-Filho, R Zhong, ...
Nature Food 2 (4), 264-273, 2021
322021
Large-scale rice mapping using multi-task spatiotemporal deep learning and sentinel-1 sar time series
Z Lin, R Zhong, X Xiong, C Guo, J Xu, Y Zhu, J Xu, Y Ying, KC Ting, ...
Remote Sensing 14 (3), 699, 2022
202022
The quantitative models for broiler chicken response to monochromatic, combined, and mixed light-emitting diode light: A meta-analysis
Y Yang, C Pan, R Zhong, J Pan
Poultry science 97 (6), 1980-1989, 2018
182018
Artificial light and biological responses of broiler chickens: dose-response
Y Yang, C Pan, R Zhong, J Pan
Journal of Animal Science 96 (1), 98-107, 2018
142018
A spatiotemporal assessment of field residues of rice, maize, and wheat at provincial and county levels in China
T Lin, J Xu, X Shen, H Jiang, R Zhong, S Wu, Z Du, L Rodriguez, KC Ting
GCB Bioenergy 11 (10), 1146-1158, 2019
122019
Automatic monitoring of lettuce fresh weight by multi-modal fusion based deep learning
Z Lin, R Fu, G Ren, R Zhong, Y Ying, T Lin
Frontiers in Plant Science 13, 980581, 2022
92022
Detect and attribute the extreme maize yield losses based on spatio-temporal deep learning
R Zhong, Y Zhu, X Wang, H Li, B Wang, F You, LF Rodríguez, J Huang, ...
Fundamental Research 3 (6), 951-959, 2023
52023
Efficient Multi-temporal and In-season Crop Mapping with Landsat Analysis Ready Data via Long Short-term Memory Networks
J Xu, R Zhong, J Xu, H Li, J Huang, T Lin
12019
Daily DeepCropNet: A hierarchical deep learning approach with daily time series of vegetation indices and climatic variables for corn yield estimation
X Xiong, R Zhong, Q Tian, J Huang, L Zhu, Y Yang, T Lin
ISPRS Journal of Photogrammetry and Remote Sensing 209, 249-264, 2024
2024
Integration of harvester trajectory and satellite imagery for large-scale winter wheat mapping using deep positive and unlabeled learning
X Xiong, J Yang, R Zhong, J Dong, J Huang, KC Ting, Y Ying, T Lin
Computers and Electronics in Agriculture 216, 108487, 2024
2024
Crop yield estimation method based on deep temporal and spatial feature combined learning
T Lin, R Zhong, XU Jinfan, H Jiang, Y Ying, KC Ting
US Patent 11,741,555, 2023
2023
Spectral Model for Broiler Chicken Production
Y Yang, C Pan, R Zhong, J Pan
Animal Environment and Welfare, 2017
2017
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