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Chaojie Niu

Observed names: Chaojie NIU, chaojie niu
ORCID: 0000-0002-9169-3441
Observed ORCID: 0000-0002-9169-3441
OpenAlex ID: A5084179024
An interpretable hybrid deep learning model for flood forecasting based on Transformer and LSTM
2024 · Wenzhong Li, Chengshuai Liu, et al. · Journal of Hydrology Regional Studies · 124
Application of a hybrid algorithm of LSTM and Transformer based on random search optimization for improving rainfall-runoff simulation
2024 · Wenzhong Li, Chengshuai Liu, et al. · Scientific Reports · 63
Study on Runoff Simulation with Multi-source Precipitation Information Fusion Based on Multi-model Ensemble
2024 · Runxi Li, Chengshuai Liu, et al. · Water Resources Management · 28
Study on the response analysis of LID hydrological process to rainfall pattern based on framework for dynamic simulation of urban floods
2024 · Chengshuai Liu, Tianning Xie, et al. · Journal of Environmental Management · 22
Construction of a semi-distributed hydrological model considering the combination of saturation-excess and infiltration-excess runoff space under complex substratum
2023 · Yingying Xu, Qiying Yu, et al. · Journal of Hydrology Regional Studies · 18
Study on long short-term memory based on vector direction of flood process for flood forecasting
2024 · Tianning Xie, Caihong Hu, et al. · Scientific Reports · 15
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Appraisal of climate change and source of heavy metals, sediments in water of the Kunhar River watershed, Pakistan
2023 · Shan-e-hyder Soomro, Xiaotao Shi, et al. · Natural Hazards · 15
Comparative study of reference evapotranspiration estimation models based on machine learning algorithm: a case study of Zhengzhou City
2023 · Chaojie Niu, Shengqi Jian, et al. · Hydrology research · 13
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Modeling and Evaluating the Socio-Economic–Flood Safety–Ecological System of Landong Floodplain Using System Dynamics and the Weighted Coupling Coordination Degree Model
2024 · Ming Li, Chaojie Niu, et al. · Water · 10
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Game Theory Applications in Equilibrium Water Pricing of Multiple Regional Sources and Users
2024 · Shiwu Wang, Shangbin Liu, et al. · Water · 8
Analysis of Variation Trend and Driving Factors of Baseflow in Typical Yellow River Basins
2023 · Liyu Quan, Chengshuai Liu, et al. · Water · 7
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Prediction of water level at Huayuankou station based on rating curve
2024 · Ming Li, Zhao Zheng, et al. · Scientific Reports · 5
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Research on the Threshold of the Transverse Gradient of the Floodplain in the Lower Yellow River Based on a Flood Risk Assessment Model
2024 · Zhao Zheng, Ming Li, et al. · Water · 4
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Quantifying transverse gradient effects on hydrological connectivity and optimal thresholds in the lower yellow river floodplain
2025 · Liyu Quan, Gaoxu Wang, et al. · Geomorphology · 3
The influence of roughness in the floodplain of the lower yellow river on water depth and flow velocity of overbank floods
2025 · Chaojie Niu, Caihong Hu, et al. · Journal of Hydrology Regional Studies · 3
Evolution of channel roughness and influencing factors in the wide floodplain of the Lower Yellow River in recent 20 years
2024 · chaojie niu, Caihong Hu · EGU General Assembly Conference Abstracts · 3
A comprehensive framework model for the trend, period and evaluation of the precipitation enhancement effect: TPEM
2022 · Chengshuai Liu, Yue Sun, et al. · Water Science & Technology Water Supply · 2
Machine learning-based flood forecasting models considering runoff process vectorization
2024 · Chengshuai LIU, Tianning XIE, et al. · DOAJ (DOAJ: Directory of Open Access Journals) · 1
Construction of a semi-distributed hydrological model considering the combination of saturation-excess and infiltration-excess runoff space under complex substratum
2024 · Caihong Hu, Chengshuai Liu, et al. · EGU General Assembly Conference Abstracts · 1
Spatiotemporal Evolution and Driving Factors of Land Use Change in the Floodplain of the Lower Yellow River
2026 · Chaojie Niu, Ming Li, et al. · Journal of Urban Planning and Development
Comparative study of various typical hydrological models for flash flood forecasting
2026 · Kejia Wen, Qin Liu, et al. · Journal of Water and Climate Change
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Estimation and Comparative Analysis of Daily Reference Evapotranspiration Based on Different Input Combinations and Different Models
2021 · Chaojie Niu, Xiang Li, et al. · Research Square
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Works count: 22
Citation count: 345
H-index: 9
I10-index: 9
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