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Wei Shangguan
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SoilGrids250m: Global gridded soil information based on machine learning
T Hengl, J Mendes de Jesus, GBM Heuvelink, M Ruiperez Gonzalez, ...
PLoS one 12 (2), e0169748, 2017
30342017
A global soil data set for earth system modeling
W Shangguan, Y Dai, Q Duan, B Liu, H Yuan
Journal of Advances in Modeling Earth Systems 6 (1), 249-263, 2014
5222014
A China data set of soil properties for land surface modeling
W Shangguan, Y Dai, B Liu, A Zhu, Q Duan, L Wu, D Ji, A Ye, H Yuan, ...
Journal of Advances in Modeling Earth Systems 5 (2), 212-224, 2013
4382013
Reprocessing the MODIS Leaf Area Index products for land surface and climate modelling
H Yuan, Y Dai, Z Xiao, D Ji, W Shangguan
Remote Sensing of Environment 115 (5), 1171-1187, 2011
3682011
Mapping the global depth to bedrock for land surface modeling
W Shangguan, T Hengl, J Mendes de Jesus, H Yuan, Y Dai
Journal of Advances in Modeling Earth Systems 9 (1), 65-88, 2017
2642017
Development of a China dataset of soil hydraulic parameters using pedotransfer functions for land surface modeling
Y Dai, W Shangguan, Q Duan, B Liu, S Fu, G Niu
Journal of Hydrometeorology 14 (3), 869-887, 2013
2572013
A soil particle-size distribution dataset for regional land and climate modelling in China
W Shangguan, Y Dai, B Liu, A Ye, H Yuan
Geoderma 171, 85-91, 2012
1892012
A global high‐resolution data set of soil hydraulic and thermal properties for land surface modeling
Y Dai, Q Xin, N Wei, Y Zhang, W Shangguan, H Yuan, S Zhang, S Liu, ...
Journal of Advances in Modeling Earth Systems 11 (9), 2996-3023, 2019
1162019
A review of the global soil property maps for Earth system models
Y Dai, W Shangguan, N Wei, Q Xin, H Yuan, S Zhang, S Liu, X Lu, ...
Soil 5 (2), 137-158, 2019
902019
Improved daily SMAP satellite soil moisture prediction over China using deep learning model with transfer learning
Q Li, Z Wang, W Shangguan, L Li, Y Yao, F Yu
Journal of Hydrology 600, 126698, 2021
862021
Preliminary estimation of the organic carbon pool in China’s wetlands
YM Zheng, ZG Niu, P Gong, YJ Dai, W Shangguan
Chinese Science Bulletin 58, 662-670, 2013
78*2013
A hybrid deep learning algorithm and its application to streamflow prediction
Y Lin, D Wang, G Wang, J Qiu, K Long, Y Du, H Xie, Z Wei, W Shangguan, ...
Journal of Hydrology 601, 126636, 2021
762021
soiltexture: Functions for soil texture plot, classification and transformation
J Moeys, W Shangguan
R package version 1 (5), 2018
652018
Depth-to-bedrock map of China at a spatial resolution of 100 meters
F Yan, W Shangguan, J Zhang, B Hu
Scientific Data 7 (1), 2, 2020
642020
Age‐dependent forest carbon sink: Estimation via inverse modeling
T Zhou, P Shi, G Jia, Y Dai, X Zhao, W Shangguan, L Du, H Wu, Y Luo
Journal of Geophysical Research: Biogeosciences 120 (12), 2473-2492, 2015
642015
An attention-aware LSTM model for soil moisture and soil temperature prediction
Q Li, Y Zhu, W Shangguan, X Wang, L Li, F Yu
Geoderma 409, 115651, 2022
602022
Evaluation of soil thermal conductivity schemes for use in land surface modeling
Y Dai, N Wei, H Yuan, S Zhang, W Shangguan, S Liu, X Lu, Y Xin
Journal of Advances in Modeling Earth Systems 11 (11), 3454-3473, 2019
542019
Assessment of agricultural drought using soil water deficit index based on ERA5-land soil moisture data in four southern provinces of China
R Zhang, L Li, Y Zhang, F Huang, J Li, W Liu, T Mao, Z Xiong, ...
Agriculture 11 (5), 411, 2021
362021
A 3D canopy radiative transfer model for global climate modeling: Description, validation, and application
H Yuan, RE Dickinson, Y Dai, MJ Shaikh, L Zhou, W Shangguan, D Ji
Journal of climate 27 (3), 1168-1192, 2014
332014
A 1 km daily soil moisture dataset over China using in situ measurement and machine learning
Q Li, G Shi, W Shangguan, V Nourani, J Li, L Li, F Huang, Y Zhang, ...
Earth System Science Data 14 (12), 5267-5286, 2022
322022
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