| 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 | 3547 | 2017 |
| 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 | 580 | 2014 |
| 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 | 504 | 2013 |
| 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 | 412 | 2011 |
| 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 | 309 | 2017 |
| 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 | 286 | 2013 |
| 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 | 197 | 2012 |
| 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 | 139 | 2019 |
| 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 | 114 | 2020 |
| 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 | 113 | 2021 |
| 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 | 110 | 2019 |
| 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 | 106 | 2021 |
| 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 | 96 | 2022 |
| 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 | 82 | 2022 |
| 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 | 82* | 2013 |
| 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 | 72 | 2015 |
| soiltexture: Functions for soil texture plot, classification and transformation J Moeys, W Shangguan R package version 1 (5), 2018 | 69 | 2018 |
| 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 | 63 | 2019 |
| 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 | 47 | 2021 |
| Improving soil moisture prediction using a novel encoder-decoder model with residual learning Q Li, Z Li, W Shangguan, X Wang, L Li, F Yu Computers and Electronics in Agriculture 195, 106816, 2022 | 38 | 2022 |
Yongjiu DaiSchool of Atmospheric Sciences, Sun Yat-Sen University, ChinaVerified email at mail.sysu.edu.cn
