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Author

Jie Niu

Institution: Guizhou University
Observed institutions: Yunnan Normal University, Lawrence Berkeley National Laboratory, University of California, Santa Barbara, Jinan University, Guizhou University, Zhaoqing University
ORCID: 0000-0002-5309-6355
Observed ORCIDs: 0000-0002-5309-6355, 0009-0002-1843-8150
OpenAlex ID: A5070099326
Simulation of regional groundwater levels in arid regions using interpretable machine learning models
2022 · Qi Liu, Dongwei Gui, et al. · The Science of The Total Environment · 152
Incorporating root hydraulic redistribution in CLM 4.5: Effects on predicted site and global evapotranspiration, soil moisture, and water storage
2015 · Jinyun Tang, William J. Riley, et al. · Journal of Advances in Modeling Earth Systems · 60
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Multi-index assessment of heavy metal contamination in surface sediments of the Pearl River estuary intertidal zone
2022 · Rui-Ze Liang, Yang-Guang Gu, et al. · Marine Pollution Bulletin · 58
A review of applications of fractional advection–dispersion equations for anomalous solute transport in surface and subsurface water
2020 · Liwei Sun, Han Qiu, et al. · Wiley Interdisciplinary Reviews Water · 55
Real-Time Nowcasting of Microbiological Water Quality at Recreational Beaches: A Wavelet and Artificial Neural Network-Based Hybrid Modeling Approach
2018 · Juan Zhang, Han Qiu, et al. · Environmental Science & Technology · 54
Assessing the Spatiotemporal Uncertainties in Future Meteorological Droughts from CMIP5 Models, Emission Scenarios, and Bias Corrections
2020 · Chuanhao Wu, Pat J.-F. Yeh, et al. · Journal of Climate · 48
Comparative analysis of meteorological and hydrological drought over the Pearl River basin in southern China
2018 · Kai Xu, Guangxiong Qin, et al. · Hydrology research · 32
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Interannual and seasonal variations of permafrost thaw depth on the Qinghai-Tibetan Plateau: A comparative study using long short-term memory, convolutional neural networks, and random forest
2022 · Qi Liu, Jie Niu, et al. · The Science of The Total Environment · 30
1-D coupled surface flow and transport equations revisited via the physics-informed neural network approach
2023 · Jie Niu, Wei Xu, et al. · Journal of Hydrology · 23
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Incorporating marine particulate carbon into machine learning for accurate estimation of coastal chlorophyll-a
2023 · Jie Niu, Ziyang Feng, et al. · Marine Pollution Bulletin · 23
Interannual Variation in Hydrologic Budgets in an Amazonian Watershed with a Coupled Subsurface–Land Surface Process Model
2017 · Jie Niu, Chaopeng Shen, et al. · Journal of Hydrometeorology · 22
Phospholipid peroxidation-driven modification of chondrogenic transcription factor mediates alkoxyl radicals-induced impairment of embryonic bone development
2022 · Jie Niu, Xin Wan, et al. · Redox Biology · 19
Quantifying the space – time variability of water balance components in an agricultural basin using a process-based hydrologic model and the Budyko framework
2019 · Han Qiu, Jie Niu, et al. · The Science of The Total Environment · 17
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Research on water resource carrying capacity of capital water conservation functional zone
2023 · Jing Qin, Jie Niu, et al. · Frontiers in Environmental Science · 16
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An integrated watershed-scale framework to model nitrogen transport and transformations
2023 · Han Qiu, Jie Niu, et al. · The Science of The Total Environment · 15
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Prediction of the Irrigation Area Carrying Capacity in the Tarim River Basin under Climate Change
2022 · Qi Liu, Yi Liu, et al. · Agriculture · 15
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Understanding robustness in multiscale nutrient abatement: Probabilistic simulation-optimization using Bayesian network emulators
2022 · Feifei Dong, Jincheng Li, et al. · Journal of Cleaner Production · 12
Hierarchical sensitivity analysis for a large-scale process-based hydrological model applied to an Amazonian watershed
2020 · Haifan Liu, Heng Dai, et al. · Hydrology and earth system sciences · 11
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Spatiotemporal Variations of Evapotranspiration in Amazonia Using the Wavelet Phase Difference Analysis
2022 · Juan Zhang, Ziyang Feng, et al. · Journal of Geophysical Research Atmospheres · 9
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A process-guided hybrid Bayesian belief network to bridge watershed modeling and BMP planning
2022 · Yong Liu, Feifei Dong, et al. · Journal of Hydrology · 8
Quantifying the integrated water and carbon cycle in a data-limited karst basin using a process-based hydrologic model
2019 · Han Qiu, Jie Niu, et al. · Environmental Earth Sciences · 8
Controls of Climate Seasonality and Vegetation Dynamics on the Seasonal Variability of Terrestrial Water Storage Under Diverse Climate Regimes
2025 · Chuanhao Wu, Pat J.‐F. Yeh, et al. · Water Resources Research · 7
Revealing distribution patterns of river obstructions in China via deep-learning and satellite imagery
2025 · Mingxia He, Jie Niu, et al. · Journal of Hydrology · 4
Refining marine net primary production estimates: advanced uncertainty quantification through probability prediction models
2025 · Jie Niu, Mengyu Xie, et al. · Biogeosciences · 3
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Spatial–Temporal Characteristics and Influencing Mechanisms of Air Quality Index by Considering COVID-19 in Yunnan, Southeastern Tibetan Plateau
2023 · Qiushi Liang, Shengzhi Liu, et al. · Atmosphere · 3
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Works count: 40
Citation count: 711
H-index: 15
I10-index: 18
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