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M

Minxue He

California Department of Water Resources

19H-index
64Paper Count
1.8KCitation Count
Published Papers 27
Publication Date
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Machine Learning for Water and Environmental Modeling in the Sacramento–San Joaquin Delta of California: A 30-Year Retrospective and Future Prospects
errWater
IF3
err2026-07-23
err0
errOAAI
errMinxue He; Prabhjot Sandhu
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errSave
Editorial: Hydrodynamics and Water Quality of Rivers and Lakes
errHydrology
IF3.2
err2026-02-12
err0
errOAAI
errDumitran, Gabriela Elena; Vuta, Liana Ioana; Timis, Elisabeta Cristina; He, Minxue
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errSave
Editorial: Harnessing artificial intelligence to address climate-induced challenges in water resources management
errFrontiers in Water
IF2.8
err2025-08-17
err0
errOAAI
errMinxue He†; Evangelos Rozos†
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errSave
Advancing Ion Constituent Simulations in California's Sacramento-San Joaquin Delta Using Machine Learning Tools
errWATER
IF3
err2025-05-16
err0
errOAAI
errNamadi, Peyman; He, Minxue; Sandhu, Prabhjot
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errSave
Protocols for Water and Environmental Modeling Using Machine Learning in California
errhydrology
IF3.2
err2025-03-14
err0
errOAAI
errHe, Minxue; Sandhu, Prabhjot; Namadi, Peyman; Reyes, Erik; Guivetchi, Kamyar; Chung, Francis
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errSave
Evaluation and Adjustment of Historical Hydroclimate Data: Improving the Representation of Current Hydroclimatic Conditions in Key California Watersheds
errhydrology
IF3.2
err2025-01-22
err0
errOAAI
errSchwarz, Andrew; Chen, Z. Q. Richard; Perez, Alejandro; He, Minxue
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errSave
Editorial to the Special Issue Recent Advances in Hydrological Modeling
errhydrology
IF3.2
err2024-07-22
err0
errOAAI
errHe, Minxue; Noh, Seong Jin; Lee, Haksu
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errSave
An Open-Source Cross-Section Tool for Hydrodynamic Model Geometric Input Development
errhydrology
IF3.2
err2023-11-14
err0
errOAAI
errTom, Bradley; He, Minxue; Sandhu, Prabhjot
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errSave
Salinity Modeling Using Deep Learning with Data Augmentation and Transfer Learning
errWATER
IF3
err2023-07-06
err5
errOAAI
errQi, Siyu; He, Minxue; Hoang, Raymond; Zhou, Yu; Namadi, Peyman; Tom, Bradley; Sandhu, Prabhjot; Bai, Zhaojun; Chung, Francis; Ding, Zhi; Anderson, Jamie; Roh, Dong Min; Huynh, Vincent
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Physics-Informed Neural Networks-Based Salinity Modeling in the Sacramento-San Joaquin Delta of California
errWATER
IF3
err2023-06-21
err3
errOAAI
errRoh, Dong Min; He, Minxue; Bai, Zhaojun; Sandhu, Prabhjot; Chung, Francis; Ding, Zhi; Qi, Siyu; Zhou, Yu; Hoang, Raymond; Namadi, Peyman; Tom, Bradley; Anderson, Jamie
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Novel Salinity Modeling Using Deep Learning for the Sacramento-San Joaquin Delta of California
errWATER
IF3
err2022-11-11
err11
errOAAI
errQi, Siyu; He, Minxue; Bai, Zhaojun; Ding, Zhi; Sandhu, Prabhjot; Chung, Francis; Namadi, Peyman; Zhou, Yu; Hoang, Raymond; Tom, Bradley; Anderson, Jamie; Dong Min Roh
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errSave
Multi-Location Emulation of a Process-Based Salinity Model Using Machine Learning
errWATER
IF3
err2022-06-24
err8
errOAAI
errQi, Siyu; He, Minxue; Bai, Zhaojun; Ding, Zhi; Sandhu, Prabhjot; Zhou, Yu; Namadi, Peyman; Tom, Bradley; Hoang, Raymond; Anderson, Jamie
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errSave
Assessing Changes in 21st Century Mean and Extreme Climate of the Sacramento-San Joaquin Delta in California
errclimate
IF3.2
err2022-01-29
err6
errOAAI
errHe, Minxue
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errSave
Enhanced Artificial Neural Networks for Salinity Estimation and Forecasting in the Sacramento-San Joaquin Delta of California
errwater resources management
IF2.7
err2021-10-01
err8
PREAI
errQi, Siyu; Bai, Zhaojun; Ding, Zhi; Jayasundara, Nimal; He, Minxue; Sandhu, Prabhjot; Seneviratne, Sanjaya; Kadir, Tariq
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errSave
A novel hybrid artificial neural network- Parametric scheme for postprocessing medium-range precipitation forecasts
errADVANCES IN WATER RESOURCES
IF4.2
err2021-05-01
err38
errOAAI
errGhazvinian, Mohammadvaghef; Zhang, Yu; Seo, Dong-Jun; He, Minxue; Fernando, Nelun
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errSave
Projected Changes in Water Year Types and Hydrological Drought in California's Central Valley in the 21st Century
errclimate
IF3.2
err2021-01-28
err11
errOAAI
errHe, Minxue; Anderson, Jamie; Lynn, Elissa; Arnold, Wyatt
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errSave
Technical note: Precipitation-phase partitioning at landscape scales to regional scales
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2020-11-14
err33
errOAAI
errLynn, Elissa; Cuthbertson, Aaron; He, Minxue; Vasquez, Jordi P.; Anderson, Michael L.; Coombe, Peter; Abatzoglou, John T.; Hatchett, Benjamin J.
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errSave
Emulation of a Process-Based Salinity Generator for the Sacramento-San Joaquin Delta of California via Deep Learning
errWATER
IF3
err2020-07-23
err13
errOAAI
errHe, Minxue; Zhong, Liheng; Sandhu, Prabhjot; Zhou, Yu
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errSave
Potential Changes in Runoff of California's Major Water Supply Watersheds in the 21st Century
errWATER
IF3
err2019-08-09
err10
errOAAI
errHe, Minxue; Anderson, Michael; Schwarz, Andrew; Das, Tapash; Lynn, Elissa; Anderson, Jamie; Munevar, Armin; Vasquez, Jordi; Arnold, Wyatt
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errSave
Assessing the Skill of Medium-Range Ensemble Precipitation and Streamflow Forecasts from the Hydrologic Ensemble Forecast Service (HEFS) for the Upper Trinity River Basin in North Texas
errJOURNAL OF HYDROMETEOROLOGY
IF2.9
err2018-09-07
err18
errOAAI
errKim, Sunghee; Sadeghi, Hossein; Limon, Reza Ahmad; Saharia, Manabendra; Seo, Dong-Jun; Philpott, Andrew; Bell, Frank; Brown, James; He, Minxue
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Martyn Clark
H-index: 106 · Papers: 734
J
John T. Abatzoglou
H-index: 88 · Papers: 534
H
Hamid Moradkhani
H-index: 75 · Papers: 394
A
Albert I. J. M. van Dijk
H-index: 75 · Papers: 419
J
Jasper A. Vrugt
H-index: 70 · Papers: 336
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