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Chaopeng Shen

The Pennsylvania State University

43H-index
313Paper Count
8.6KCitation Count
Published Papers 66
Publication Date
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Comprehensive Global Assessment of 24 Gridded Precipitation Datasets Across 18 428 Catchments Using Hydrological Modeling
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
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errSave
A multi-objective physics-informed machine learning framework for landslide susceptibility mapping
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
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errSave
Analyzing the deep learning approach-based modeling framework to understand the critical environmental factors of predicting daily nitrate concentrations
errJournal of Environmental Management
IF8.4
err2026-04-07
err0
PREAI
errGourab Kumer Saha; Farshid Rahmani; Ashok Jacob; Chaopeng Shen; Jonathan Duncan; Raj Cibin
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errSave
Thank You to Our 2025 Reviewers
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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errSave
Regionalization of Hydrologic Behavior and Pothole Water Storage Dynamics in the Prairie Pothole Region
errWater Resources Research
IF5
err2026-02-19
err1
errOAAI
errRahmani, Javad; Shen, Chaopeng; Ameli, Ali A.
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Physics-Informed, Differentiable Hydrologic Models for Capturing Unseen Extreme Events
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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errSave
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
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
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errSave
DMFS: differentiable modeling for frozen soil thermodynamic characteristics
errCanadian Geotechnical Journal
IF3.5
err2026-01-01
err0
PREAI
errRen, Yuhao; Gou, Lingyun; Xiao, Ming; Liu, Zhen (leo); Shen, Chaopeng
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errSave
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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errSave
From RNNs to Transformers: benchmarking deep learning architectures for hydrologic prediction
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
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errSave
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
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errSave
Distinct hydrologic response patterns and trends worldwide revealed by physics-embedded learning
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
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errSave
Deep Learning and Remote-Sensed Observations Reveal Global Underestimation of River Obstructions
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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errSave
Update hydrological states or meteorological forcings? Comparing data assimilation methods for differentiable hydrologic models
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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errSave
Probabilistic Diffusion Models Advance Extreme Flood Forecasting
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
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errSave
Inferring Plant Acclimation and Improving Model Generalizability With Differentiable Physics-Informed Machine Learning of Photosynthesis
errgeophysical research biogeosciences
IF0
err2025-06-26
err0
errOAAI
errDoaa Aboelyazeed; Chonggang Xu; Lianhong Gu; Xiangzhong Luo; Jiangtao Liu; Kathryn Lawson; Chaopeng Shen
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errSave
Improving differentiable hydrologic modeling with interpretable forcing fusion
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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errSave
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
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errSave
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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errSave
Increasing phosphorus loss despite widespread concentration decline in US rivers
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2024-11-18
err0
PREAI
errZhi, Wei; Baniecki, Hubert; Liu, Jiangtao; Boyer, Elizabeth; Shen, Chaopeng; Shenk, Gary; Liu, Xiaofeng; Li, Li
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Y
Yoshihide Wada
H-index: 115 · Papers: 645
M
Martyn Clark
H-index: 106 · Papers: 734
李新 cover
李新 (Xin Li)
H-index: 96 · Papers: 1.8K
R
Robert L. Wilby
H-index: 94 · Papers: 446
J
John M. Mélack
H-index: 93 · Papers: 533
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