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Chaopeng Shen

pennsylvania state university

43H指数
314论文数
8.6K被引数
收录论文 67
发表时间
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SWOT, Empiricism, and River ModelingSWOT、经验主义和河流模型
errGeophysical Research Letters
IF4.6
err2026-08-31
err0
errOAAI
errColin J. Gleason; Paul D. Bates; Michael T. Durand; Dongmei Feng; Augusto Getirana; Peirong Lin; Hind Oubanas; Tamlin M. Pavelsky; Chaopeng Shen; Laurence C. Smith; Jida Wang; Dai Yamazaki; Yuan Yang; Heejin An; Fiona B. Bennitt; Stephen J. Chuter; Chenqi Fang; Jonathan A. Flores; Elisa Friedmann; Sreelekha Jarugula; Haoyu Ji; Theodore Langhorst; Di Long; Dung T. Vu; Ziyun Yin; George H. Allen; Konstantinos M. Andreadis; Sylvain Biancamaria; Casey M. Brown; Cédric H. David; Ming Pan; Jeffrey C. Neal; Stephen P. Coss; Merritt E. Harlan; Peyman Saemian; Travis T. Simmons; Nikki Tebaldi; M. J. Tourian
err分享
err收藏
Comprehensive Global Assessment of 24 Gridded Precipitation Datasets Across 18 428 Catchments Using Hydrological Modeling利用水文模型对18 428个流域中的24个网格化降水数据集进行全球综合评估
errHydrology and Earth System Sciences
IF5.8
err2026-06-03
err0
errOAAI
errAther Abbas; Yuan Yang; Ming Pan; Yves Tramblay; Chaopeng Shen; Haoyu Ji; Solomon H. Gebrechorkos; Florian Pappenberger; JongCheol Pyo; Dapeng Feng; George Huffman; Phu Nguyen; Christian Massari; Luca Brocca; Jackson Tan; Hylke E. Beck
err分享
err收藏
A multi-objective physics-informed machine learning framework for landslide susceptibility mapping基于物理信息的机器学习多目标框架用于滑坡易发性制图
errgeorisk: assessment and management of risk for engineered systems and geohazards
IF0
err2026-04-15
err0
PREAI
errHongzhi Cui; Te Pei; Naresh Devineni; Yingli Tian; Chaopeng Shen; Jian Ji
err分享
err收藏
Analyzing the deep learning approach-based modeling framework to understand the critical environmental factors of predicting daily nitrate concentrations基于深度学习方法的建模框架分析，以理解预测每日硝酸盐浓度的重要环境因素
errJournal of Environmental Management
IF8.4
err2026-04-07
err0
PREAI
errGourab Kumer Saha; Farshid Rahmani; Ashok Jacob; Chaopeng Shen; Jonathan Duncan; Raj Cibin
err分享
err收藏
Thank You to Our 2025 Reviewers感谢我们的2025审稿人
errWater Resources Research
IF5
err2026-03-31
err0
errOAAI
errGeorgia Destouni; Andrea Castelletti; Simone Fatichi; Shafiqul Islam; Madan Kumar Jha; Stefan Kollet; Di Long; Chiyuan Miao; Hamid Moradkhani; Audrey Sawyer; Chaopeng Shen; Kamini Singha; Kerstin Stahl; Ellen Wohl; Yi Zheng
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Regionalization of Hydrologic Behavior and Pothole Water Storage Dynamics in the Prairie Pothole Region草原洼地区水文行为分区与洼地水体存储动态
errWater Resources Research
IF5
err2026-02-19
err1
errOAAI
errRahmani, Javad; Shen, Chaopeng; Ameli, Ali A.
err分享
err收藏
Physics-Informed, Differentiable Hydrologic Models for Capturing Unseen Extreme Events物理信息、可微分的水文模型用于捕捉未观测到的极端事件
errWater Resources Research
IF5
err2026-02-11
err0
errOAAI
errYalan Song; Kamlesh Sawadekar; Jonathan M. Frame; Ming Pan; Martyn P. Clark; Wouter J. M. Knoben; Andrew W. Wood; Kathryn E. Lawson; Trupesh Patel; Chaopeng Shen
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Comment on Williams (2025): Friends don't let friends use NSE or KGE for hydrologic model accuracy evaluation: A rant with data and suggestions for better practice对Williams（2025）的评论：朋友不会让朋友用NSE或KGE评估水文模型精度：一篇带有数据和改进实践建议的牢骚文
errENVIRONMENTAL MODELLING & SOFTWARE
IF4.6
err2026-01-01
err1
PREAI
errClark, Martyn P.; Knoben, Wouter J. M.; Spieler, Diana; Grundemann, Gaby J.; Thebault, Cyril; Vasqueza, Nicolas A.; Wood, Andrew W.; Song, Yalan; Shen, Chaopeng; Carney, Shaun; van Werkhoven, Katie
err分享
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DMFS: differentiable modeling for frozen soil thermodynamic characteristicsDMFS：冻土热力学特性的可微分建模
errCanadian Geotechnical Journal
IF3.5
err2026-01-01
err0
PREAI
errRen, Yuhao; Gou, Lingyun; Xiao, Ming; Liu, Zhen (leo); Shen, Chaopeng
err分享
err收藏
Ensembling differentiable process-based and data-driven models with diverse meteorological forcing datasets to advance streamflow simulation
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2025-12-01
err0
PREAI
errLi, Peijun; Song, Yalan; Pan, Ming; Lawson, Kathryn; Shen, Chaopeng
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From RNNs to Transformers: benchmarking deep learning architectures for hydrologic prediction从rnn到变压器: 水文预测的深度学习架构基准测试
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2025-12-01
err0
errOAAI
errLiu, Jiangtao; Shen, Chaopeng; O'Donncha, Fearghal; Song, Yalan; Zhi, Wei; Beck, Hylke E.; Bindas, Tadd; Kraabel, Nicholas; Lawson, Kathryn
err分享
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Improving streamflow simulation through machine learning-powered data integration and its potential for forecasting in the Western US
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2025-10-21
err0
errOAAI
errYang, Yuan; Pan, Ming; Feng, Dapeng; Xiao, Mu; Dixon, Taylor; Hartman, Robert; Shen, Chaopeng; Song, Yalan; Sengupta, Agniv; Delle Monache, Luca; Ralph, F. Martin
err分享
err收藏
Distinct hydrologic response patterns and trends worldwide revealed by physics-embedded learning由嵌入物理的学习揭示的全球不同水文响应模式与趋势
errNature Communications
IF15.7
err2025-10-15
err0
errOAAI
errHaoyu Ji; Yalan Song; Tadd Bindas; Chaopeng Shen; Yuan Yang; Ming Pan; Jiangtao Liu; Farshid Rahmani; Ather Abbas; Hylke Beck; Kathryn Lawson; Yoshihide Wada
err分享
err收藏
Deep Learning and Remote-Sensed Observations Reveal Global Underestimation of River Obstructions深度学习和遥感观测揭示全球河流障碍物估算不足
errWater Resources Research
IF5
err2025-09-05
err0
errOAAI
errMingxia He; Jie Niu; William J. Riley; Chaopeng Shen; Yi Zheng; John M. Melack; Dongwei Gui; Han Qiu; Mengyu Xie; Liwei Sun; Dongdong Liu; Yong Fu; Qixin Wu; Shaoqi Zhou; Pan Wu; Bill X. Hu
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Update hydrological states or meteorological forcings? Comparing data assimilation methods for differentiable hydrologic models更新水文状态还是气象强迫？可微分水文模型的数据同化方法比较
errJournal of Hydrology
IF6.3
err2025-08-24
err0
PREAI
errAmirmoez Jamaat; Yalan Song; Farshid Rahmani; Jiangtao Liu; Kathryn Lawson; Chaopeng Shen
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Probabilistic Diffusion Models Advance Extreme Flood Forecasting概率扩散模型推进极端洪水预报
errGeophysical Research Letters
IF4.6
err2025-07-31
err0
errOAAI
errZhigang Ou; Congyi Nai; Baoxiang Pan; Yi Zheng; Chaopeng Shen; Peishi Jiang; Xingcai Liu; Qiuhong Tang; Wenqing Li; Ming Pan
err分享
err收藏
Inferring Plant Acclimation and Improving Model Generalizability With Differentiable Physics-Informed Machine Learning of Photosynthesis通过可微分物理信息机器学习推断植物适应并提高光合作用模型泛化能力
errgeophysical research biogeosciences
IF0
err2025-06-26
err0
errOAAI
errDoaa Aboelyazeed; Chonggang Xu; Lianhong Gu; Xiangzhong Luo; Jiangtao Liu; Kathryn Lawson; Chaopeng Shen
err分享
err收藏
Improving differentiable hydrologic modeling with interpretable forcing fusion改进可微分水文建模的可解释性强制融合
errJOURNAL OF HYDROLOGY
IF6.3
err2025-06-06
err0
PREAI
errSawadekar, Kamlesh; Song, Yalan; Pan, Ming; Beck, Hylke; McCrary, Rachel; Ullrich, Paul; Lawson, Kathryn; Shen, Chaopeng
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err收藏
Does grouping watersheds by hydrographic regions offer any advantages in fine-tuning transfer learning model for temporal and spatial streamflow predictions?
errJOURNAL OF HYDROLOGY
IF6.3
err2025-04-01
err0
PREAI
errKhoshkalam, Yegane; Rousseau, Alain N.; Rahmani, Farshid; Shen, Chaopeng; Abbasnezhadi, Kian
err分享
err收藏
Widespread Advances in Corn and Soybean Phenology in Response to Future Climate Change Across the United States
errJOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES
IF3.5
err2025-04-01
err0
PREAI
errYang, Yanjun; Tao, Bo; Ruane, Alex C.; Shen, Chaopeng; Matteson, David S.; Cousin, Remi; Ren, Wei
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err收藏

研究方向

暂无研究方向
合作学者
合作期刊
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Paul Bates
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Y
Yoshihide Wada
H 指数: 115 · 论文数: 645
M
Martyn Clark
H 指数: 106 · 论文数: 734
李新 封面图
李新 (Xin Li)
H 指数: 96 · 论文数: 1.8K
R
Robert L. Wilby
H 指数: 94 · 论文数: 447
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