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W

Wei Shangguan

Sun Yat-Sen University

31H指数
119论文数
1.0W被引数
收录论文 47
发表时间
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Diagnosing global soil organic carbon mapping discrepancies with interpretable machine learning: A comparison of soil type linkage and digital soil mapping利用可解释机器学习方法诊断全球土壤有机碳制图差异：土壤类型关联与数字土壤制图的比较
errGeoderma
IF6.6
err2026-08-20
err0
errOAAI
errGaosong Shi; Zeyu Song; Wenye Sun; Zhongwang Wei; Yanqi Liu; Naikang Xu; Jingyi Wang; Anne Gobin; Qingliang Li; Wei Shangguan; Yongjiu Dai
err分享
err收藏
An explainable deep learning framework for torrential rainfall forecasting in Guangdong: Accuracy gains and physical insights广东特大暴雨预报的可解释深度学习框架：精度提升与物理洞见
errJournal of Hydrology-Regional Studies
IF5
err2026-08-13
err0
errOAAI
errRuqing Zhang; Wei Shangguan; Wenzong Dong; Yang Shi; Feini Huang; Lina Huang
err分享
err收藏
Upwind terrestrial influences on soil moisture variability across South America南美大陆上风地带对土壤湿度变异的影响
errNature Communications
IF15.7
err2026-07-24
err0
errOAAI
errFeini Huang; Shijie Jiang; Wei Shangguan; Gustau Camps-Valls; Alexander Winkler; Wantong Li; Gregory Duveiller; Christian Reimers; Wenli Zhao; Markus Reichstein; Yongjiu Dai
err分享
err收藏
Three-dimensional canopy morphology and wind dynamics govern global rainfall interception三维冠层形态和风动力学调控全球降雨截留
errCommunications Earth & Environment
IF8.9
err2026-05-29
err0
errOAAI
errQingliang Li; Xiaochun Jin; Zhongwang Wei; Cheng Zhang; Wei Shangguan; Jinlong Zhu; Zijian Zhang; Xiaoning Li; Yuguang Yan; Jing Wang; Xiaoming Shi; Yunfeng Lv; Yongjiu Dai
err分享
err收藏
Soil hydraulic pedotransfer functions for estimating saturated hydraulic conductivity: a deep symbolic regression approach with mean shift clustering土壤水力剖面转移函数用于估计饱和水力传导率：一种基于均值漂移聚类的深度符号回归方法
errJournal of Hydrology
IF6.3
err2026-02-19
err0
PREAI
errCheng Zhang; Zhongwang Wei; Wei Shangguan; Fan Bai; Wenzong Dong; Qiyun Xiao; Hongwei Zhao; Pingping Liu; Qingliang Li; Yongjiu Dai
err分享
err收藏
AI for atmosphere-ocean sciences: advancements, challenges, and ways forward大气-海洋科学的人工智能: 进步、挑战和前进方向
errNational Science Review
IF17.1
err2026-01-29
err0
errOAAI
errJing-Jia Luo; Jiangjiang Xia; Baoxiang Pan; Yoo-Geun Ham; Xiaofeng Li; Wei Shanguan; Wei Xue; Yaqiang Wang; Bin Mu; Youngjoon Hong; Hao Li; Xiaohui Zhong; Kan Dai; Lei Bai; Fenghua Ling; Niklas Boers; Christopher Bretherton; Bin Chen; Dongjin Cho; Pierre Gentine; Zijie Guo; Xiaomeng Huang; Daehyun Kang; Hyunwoo J Kim; Jeong-Hwan Kim; Lili Lei; Fan Meng; Seol-Hee Oh; Bo Qin; Zixiong Shen; Qiming Sun; Yuheng Tang; Xuan Tong; Bingcheng Wan; Lina Wang; Ya Wang; Yiming Wang; Jiye Wu; Yi Xiao; Lina Yao; Song Yang; Chaoxia Yuan; Shijin Yuan; Tingzhao Yu; Mengchu Zhao
err分享
err收藏
A novel diversity-aware sampling method for global soil moisture prediction一种用于全球土壤湿度预测的新型多样性感知采样方法
errJournal of Hydrology
IF6.3
err2025-07-07
err0
PREAI
errQiyun Xiao; Qingliang Li; Lu Li; Cheng Zhang; Jinlong Zhu; Xiao Chen; Jing Wang; Wei Shangguan; Zhongwang Wei; Wenzong Dong; Yongjiu Dai
err分享
err收藏
Controlled lattice deformation for high-mobility two-dimensional MoTe2 growth用于高迁移率二维MoTe2生长的受控晶格变形
errJOURNAL OF MATERIOMICS
IF9.6
err2025-03-01
err0
errOAAI
errLi, Ruishan; Hong, Mengyu; Wei, Shangguan; Zhang, Yanzhe; Liu, Yihe; Jiang, He; Yu, Huihui; Gao, Li; Zhang, Xiankun; Zhang, Zheng; Zhang, Yue
err分享
err收藏
Improving global soil moisture prediction based on Meta-Learning model leveraging Koppen-Geiger climate classification基于koppen-geiger气候分类的元学习模型改进全球土壤湿度预测
errCATENA
IF5.7
err2025-03-01
err0
PREAI
errLi, Qingliang; Jin, Xiaochun; Zhang, Cheng; Wei, Shangguan; Wei, Zhongwang; Li, Lu; Liu, Pingping; Dai, Yongjiu
err分享
err收藏
A China dataset of soil properties for land surface modelling (version 2, CSDLv2)一个用于陆面模式模拟的中国土壤属性数据集（版本2，CSDLv2）
errEARTH SYSTEM SCIENCE DATA
IF11.6
err2025-02-07
err2
errOAAI
errShi, Gaosong; Sun, Wenye; Wei, Shangguan; Wei, Zhongwang; Hua, Yuan; Lu, Li; Sun, Xiaolin; Ye, Zhang; Liang, Hongbin; Li, Danxi; Huang, Feini; Li, Qingliang; Dai, Yongjiu
err分享
err收藏
Advancing symbolic regression for earth science with a focus on evapotranspiration modeling
errNPJ CLIMATE AND ATMOSPHERIC SCIENCE
IF8.4
err2024-12-24
err0
errOAAI
errLi, Qingliang; Zhang, Cheng; Wei, Zhongwang; Jin, Xiaochun; Wei, Shangguan; Yuan, Hua; Zhu, Jinlong; Li, Lu; Liu, Pingping; Chen, Xiao; Yan, Yuguang; Dai, Yongjiu
err分享
err收藏
Exploring Topography Downscaling Methods for Hyper-Resolution Land Surface Modeling
errJOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
IF3.4
err2024-10-22
err1
errOAAI
errChen, Sisi; Li, Lu; Wei, Zhongwang; Wei, Nan; Zhang, Yonggen; Zhang, Shupeng; Yuan, Hua; Wei, Shangguan; Zhang, Shulei; Li, Qingliang; Dai, Yongjiu
err分享
err收藏
Time-course remodeling and pathology intervention of α-synuclein amyloid fibril by heparin and heparin-like oligosaccharides
errNATURE STRUCTURAL & MOLECULAR BIOLOGY
IF10.1
err2024-10-17
err0
PREAI
errTao, Youqi; Xu, Peng; Zhang, Shenqing; Wei, Shangguan; Yang, Guang; Liu, Kaien; Li, Xiang; Sun, Yunpeng; Zhao, Qinyue; Li, Dan; Yu, Biao; Liu, Cong
err分享
err收藏
Improving global soil moisture prediction through cluster-averaged sampling strategy
errGEODERMA
IF6.6
err2024-09-01
err1
errOAAI
errLi, Qingliang; Xiao, Qiyun; Zhang, Cheng; Zhu, Jinlong; Chen, Xiao; Yan, Yuguang; Liu, Pingping; Shangguan, Wei; Wei, Zhongwang; Li, Lu; Dong, Wenzong; Dai, Yongjiu
err分享
err收藏
Meta-LSTM in hydrology: Advancing runoff predictions through model-agnostic meta-learning
errJOURNAL OF HYDROLOGY
IF6.3
err2024-08-01
err4
PREAI
errCai, Kaixuan; He, Jinxin; Li, Qingliang; Wei, Shangguan; Li, Lu; Hu, Huiming
err分享
err收藏
Global and regional soil organic carbon estimates: Magnitudes and uncertainties全球和区域土壤有机碳估算: 幅度和不确定性
errPEDOSPHERE
IF7.3
err2024-08-01
err9
PREAI
errLin, Ziqi; Dai, Yongjiu; Mishra, Umakant; Wang, Guocheng; Shangguan, Wei; Zhang, Wen; Qin, Zhangcai
err分享
err收藏
How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences可解释的机器学习如何有益于地球科学中的过程理解
errEARTHS FUTURE
IF8.2
err2024-07-15
err16
errOAAI
errJiang, Shijie; Sweet, Lily-belle; Blougouras, Georgios; Brenning, Alexander; Li, Wantong; Reichstein, Markus; Denzler, Joachim; Wei, Shangguan; Yu, Guo; Huang, Feini; Zscheischler, Jakob
err分享
err收藏
Reducing location error of legacy soil profiles leads to improvement in digital soil mapping
errGEODERMA
IF6.6
err2024-07-01
err0
errOAAI
errShi, Gaosong; Shangguan, Wei; Zhang, Yongkun; Li, Qingliang; Wang, Chunyan; Li, Lu
err分享
err收藏
LandBench 1.0: A benchmark dataset and evaluation metrics for data-driven land surface variables prediction
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-06-01
err6
errOAAI
errLi, Qingliang; Zhang, Cheng; Wei, Shangguan; Wei, Zhongwang; Yuan, Hua; Zhu, Jinlong; Li, Xiaoning; Li, Lu; Li, Gan; Liu, Pingping; Dai, Yongjiu
err分享
err收藏
Development of objective function-based ensemble model for streamflow forecasts
errJOURNAL OF HYDROLOGY
IF6.3
err2024-03-01
err6
PREAI
errLin, Yongen; Wang, Dagang; Zhu, Jinxin; Sun, Wei; Shen, Chaopeng; Wei, Shangguan
err分享
err收藏

研究方向

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合作学者
合作期刊
罗艳云 封面图
罗艳云 (Yiqi Luo)
H 指数: 141 · 论文数: 970
M
Markus Reichstein
H 指数: 133 · 论文数: 986
G
Gustau Camps‐Valls
H 指数: 89 · 论文数: 724
Q
Qingyun Duan
H 指数: 87 · 论文数: 498
P
Peijun Shi
H 指数: 77 · 论文数: 648
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