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V

V. Y. Ivanov

university of michigan

44H-index
243Paper Count
6.8KCitation Count
Published Papers 49
Publication Date
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Integrating Maximum Entropy Production Theory and Machine Learning to Improve Global Evapotranspiration Modeling
errWater Resources Research
IF5
err2026-05-16
err0
errOAAI
errDonghui Xu; Valeriy Ivanov; Vinh Ngoc Tran; Dongyu Feng; Gautam Bisht; Jingfeng Wang; L. Ruby Leung
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errSave
The Value of Forecasters-in-the-Loop in Real-Time Flood Forecasting in the Age of Machine Learning
errGeophysical Research Letters
IF4.6
err2026-04-24
err0
errOAAI
errVinh Ngoc Tran; Donghui Xu; Phong Le; Jongho Kim; Tam Van Nguyen; Giang Tien Nguyen; Pedro J. Restrepo; Valeriy Y. Ivanov
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errSave
Designing an inundation monitoring and real-time urban flood forecasting system: a synthetic study
errJournal of Hydrology
IF6.3
err2026-04-18
err0
errOAAI
errVinh Ngoc Tran; G.Aaron Alexander; Xun Huan; Chen Cheng; Francina Dominguez; Brian Jewett; Kevin Gray; Jongho Kim; Daniel B. Wright; Valeriy Y. Ivanov
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errSave
Thank You to Our 2025 Peer Reviewers
errGeophysical Research Letters
IF4.6
err2026-03-13
err0
errOAAI
errKristopher Karnauskas; Anantha Aiyyer; Suzana Camargo; Fabio Capitanio; Peter Chi; Sloan Coats; Sylvia Dee; Christine Dow; Sarah Feakins; Robinson Fulweiler; Valier Galy; Neil Ganju; Alessandra Giannini; Yu Gu; Jianping Guo; Christian Huber; Valeriy Ivanov; Gregory Johnson; Monika Korte; Sujay Kumar; Soléne Lejosne; Kevin Lewis; Huixin Liu; Gudrun Magnusdottir; Mathieu Morlighem; Yuichi Otsuka; Paola Passalacqua; Christina Patricola-DiRosario; Germán Prieto; Bo Qiu; Lynn Russell; Kanako Seki; Hui Su; Daoyuan Sun; Hari Viswanathan; Guiling Wang; Kaicun Wang; Angelicque White; Quentin Williams; Lei Zhang; Zhaoru Zhang
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errSave
A Novel Framework to Project the Permafrost Fate With Explicit Quantification of Soil Property and Future Climate Uncertainties
errJournal of Geophysical Research: Earth Surface
IF0
err2025-10-22
err0
errOAAI
errWenbo Zhou; Liujing Zhang; Aleksey Sheshukov; Jingfeng Wang; Modi Zhu; Khachik Sargsyan; Donghui Xu; Desheng Liu; Tianqi Zhang; Valeriy Mazepa; Aleksandr Sokolov; Victor Valdayskikh; Alexander Vasiliev; Vinh Ngoc Tran; Valeriy Ivanov
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errSave
Biases in radiative flux observations due to precipitation across the Arctic forest-tundra ecotone
errAgricultural and Forest Meteorology
IF5.7
err2025-08-27
err0
errOAAI
errTaeho Kim; Wenbo Zhou; Vinh Ngoc Tran; Liujing Zhang; Jingfeng Wang; Modi Zhu; Aleksey Y. Sheshukov; Tianqi Zhang; Desheng Liu; Valeriy S. Mazepa; Alexandr A. Sokolov; Victor V. Valdayskikh; Valeriy Y. Ivanov
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CAMELSH: A Large-Sample Hourly Hydrometeorological Dataset and Attributes at Watershed-Scale for CONUS
errScientific Data
IF6.9
err2025-07-28
err0
errOAAI
errVinh Ngoc Tran; Donghui Xu; Tam Van Nguyen; Taeho Kim; Valeriy Y. Ivanov
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errSave
Carbon cycling across ecosystem succession in a north temperate forest: Controls and management implications
errECOLOGICAL APPLICATIONS
IF4.3
err2025-01-01
err0
PREAI
errNave, Lucas E.; Gough, Christopher M.; Clay, Cameron; Santos, Fernanda; Atkins, Jeff W.; Benjamins-Carey, Sonja E.; Bohrer, Gil; Castillo, Buck T.; Fahey, Robert T.; Hardiman, Brady S.; Hofmeister, Kathryn L.; Ivanov, Valeriy Y.; Kalejs, Jennifer; Matheny, Ashley M.; Menna, Angela C.; Nadelhoffer, Knute J.; Propson, Brooke E.; Schubel, Adam T.; Tallant, Jason M.
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errSave
A Convergence Science Approach to Understanding the Changing Arctic
errEARTHS FUTURE
IF8.2
err2024-04-26
err1
errOAAI
errIvanov, Valeriy Y.; Ungar, Peter S.; Ziker, John P.; Abdulmanova, Svetlana; Celis, Gerardo; Dixon, Andrew; Ehrich, Dorothee; Fufachev, Ivan; Gilg, Olivier; Heskel, Mary; Liu, Desheng; Macias-Fauria, Marc; Mazepa, Valeriy; Mertens, Karl; Orekhov, Pavel; Peterson, Alexandria; Pokrovskaya, Olga; Sheshukov, Aleksey; Sokolov, Aleksandr; Sokolova, Natalia; Spiegel, Marcus; Sponheimer, Matt; Stammler, Florian; Taylor, Tyeen; Terekhina, Alexandra; Valdayskikh, Victor; Volkovitskiy, Alexander; Wang, Jingfeng; Zhou, Wenbo
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errSave
Climate change will reduce North American inland wetland areas and disrupt their seasonal regimes
errNATURE COMMUNICATIONS
IF15.7
err2024-03-18
err7
errOAAI
errXu, Donghui; Bisht, Gautam; Tan, Zeli; Sinha, Eva; Di Vittorio, Alan V.; Zhou, Tian; Ivanov, Valeriy Y.; Leung, L. Ruby
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errSave
An Analytical Model of Active Layer Depth Under Changing Ground Heat Flux
errJOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
IF3.4
err2024-02-26
err0
errOAAI
errZhu, Modi; Wang, Jingfeng; Ivanov, Valeriy; Sheshukov, Aleksey; Zhou, Wenbo; Zhang, Liujing; Mazepa, Valeriy; Sokolov, Alexandr; Valdayskikh, Victor
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errSave
A deep learning modeling framework with uncertainty quantification for inflow-outflow predictions for cascade reservoirs
errJOURNAL OF HYDROLOGY
IF6.3
err2024-02-01
err9
PREAI
errTran, Vinh Ngoc; Ivanov, Valeriy Y.; Nguyen, Giang Tien; Anh, Tran Ngoc; Nguyen, Phuong Huy; Kim, Dae-Hong; Kim, Jongho
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errSave
Data reformation - A novel data processing technique enhancing machine learning applicability for predicting streamflow extremes
errADVANCES IN WATER RESOURCES
IF4.2
err2023-12-01
err11
errOAAI
errTran, Vinh Ngoc; Ivanov, Valeriy Y.; Kim, Jongho
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errSave
A framework for estimating water ingress due to hurricane rainfall
errJOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
IF4.9
err2022-02-01
err7
errOAAI
errAbdelhady, Ahmed U.; Xu, Donghui; Ouyang, Zhicheng; Spence, Seymour M. J.; McCormick, Jason; Ivanov, Valeriy Y.
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errSave
Peak Runoff Timing Is Linked to Global Warming Trajectories
errEARTHS FUTURE
IF8.2
err2021-08-23
err16
errOAAI
errXu, Donghui; Ivanov, Valeriy Y.; Li, Xiuyuan; Troy, Tara J.
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errSave
Root lateral interactions drive water uptake patterns under water limitation
errADVANCES IN WATER RESOURCES
IF4.2
err2021-05-01
err28
errOAAI
errAgee, Elizabeth; He, Lingli; Bisht, Gautam; Couvreur, Valentin; Shahbaz, Parisa; Meunier, Felicien; Gough, Christopher M.; Matheny, Ashley M.; Bohrer, Gil; Ivanov, Valeriy
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Surface Energy Budgets of Arctic Tundra During Growing Season
errJOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
IF3.4
err2019-07-09
err14
PREAI
errEl Sharif, Husayn; Zhou, Wenbo; Ivanov, Valeriy; Sheshukov, Aleksey; Mazepa, Valeriy; Wang, Jingfeng
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errSave
Streamflow, stomata, and soil pits: Sources of inference for complex models with fast, robust uncertainty quantification
errADVANCES IN WATER RESOURCES
IF4.2
err2019-03-01
err24
errOAAI
errDwelle, M. Chase; Kim, Jongho; Sargsyan, Khachik; Ivanov, Valeriy Y.
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errSave
Interannual Variability and Seasonality of Precipitation in the Indus River Basin
errJOURNAL OF HYDROMETEOROLOGY
IF2.9
err2019-03-01
err7
errOAAI
errMinallah, Samar; Ivanov, Valeriy Y.
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errSave
On the use of observations in assessment of multi-model climate ensemble
errSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
IF3.6
err2018-11-13
err16
PREAI
errXu, Donghui; Ivanov, Valeriy Y.; Kim, Jongho; Fatichi, Simone
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
L
L. Ruby Leung
H-index: 115 · Papers: 1.4K
G
Gabriel G. Katul
H-index: 103 · Papers: 915
D
Dara Entekhabi
H-index: 92 · Papers: 756
L
Luiz E. O. C. Aragão
H-index: 87 · Papers: 487
R
Rafael L. Bras
H-index: 83 · Papers: 371
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