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Dingtao Shen

Observed names: D. Shen, Ding-tao Shen, Shen Ding-tao, Shen Dingta
ORCID: 0000-0003-1351-7917
Observed ORCID: 0000-0003-1351-7917
OpenAlex ID: A5026327210
Review of model-based and data-driven approaches for leak detection and location in water distribution systems
2021 · Zukang Hu, Beiqing Chen, et al. · Water Science & Technology Water Supply · 158
Multi-step ahead short-term predictions of storm surge level using CNN and LSTM network
2021 · Bao Wang, Shichao Liu, et al. · Acta Oceanologica Sinica · 61
Data-driven surrogate modeling: Introducing spatial lag to consider spatial autocorrelation of flooding within urban drainage systems
2023 · Heng Li, Chunxiao Zhang, et al. · Environmental Modelling & Software · 50
Integration of 2-D hydraulic model and high-resolution lidar-derived DEM for floodplain flow modeling
2015 · D. Shen, J. Wang, et al. · Hydrology and earth system sciences · 50
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A process-driven deep learning hydrological model for daily rainfall-runoff simulation
2024 · Heng Li, Chunxiao Zhang, et al. · Journal of Hydrology · 45
GIS-based emergency response system for sudden water pollution accidents
2015 · Yikang Rui, Dingtao Shen, et al. · Physics and Chemistry of the Earth Parts A/B/C · 43
The Extraction of Vegetation Points from LiDAR Using 3D Fractal Dimension Analyses
2015 · Haiquan Yang, Wenlong Chen, et al. · Remote Sensing · 32
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SHAP-powered insights into spatiotemporal effects: Unlocking explainable Bayesian-neural-network urban flood forecasting
2024 · Wenhao Chu, Chunxiao Zhang, et al. · International Journal of Applied Earth Observation and Geoinformation · 29
Evaluating Spatial Accessibility to General Hospitals with Navigation and Social Media Location Data: A Case Study in Nanjing
2020 · Tianlu Qian, Jie Chen, et al. · International Journal of Environmental Research and Public Health · 28
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Integrated data-driven framework for anomaly detection and early warning in water distribution system
2022 · Zukang Hu, Wenlong Chen, et al. · Journal of Cleaner Production · 22
Multi-objective and risk-based optimal sensor placement for leak detection in a water distribution system
2022 · Zukang Hu, Wenlong Chen, et al. · Environmental Technology & Innovation · 20
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Robust Hierarchical Sensor Optimization Placement Method for Leak Detection in Water Distribution System
2021 · Zukang Hu, Wenlong Chen, et al. · Water Resources Management · 18
Web3DGIS-Based System for Reservoir Landslide Monitoring and Early Warning
2016 · Huang Huang, Jianhua Ni, et al. · Applied Sciences · 16
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Urban flood risk evaluation using social media data and Bayesian network approach: A spatial-temporal dynamic analysis in Wuhan city, China
2025 · Yihan Zhang, Jian Fang, et al. · Sustainable Cities and Society · 15
Simulated Annealing Based Hybrid Forecast for Improving Daily Municipal Solid Waste Generation Prediction
2014 · Jingwei Song, Jiaying He, et al. · The Scientific World JOURNAL · 14
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Multi-objective model for optimal sensor placement in water distribution systems considering contamination probability variation-based contaminant impact
2022 · Zukang Hu, Wenlong Chen, et al. · Journal of Cleaner Production · 12
A novel approach for high-quality drainage network extraction in flat terrains by using a priori knowledge of hydrogeomorphic features to extend DEMs: A case study in the Hoh Xil region of the Qinghai-Tibetan Plateau
2022 · Song Ye, Qiuwen Zhang, et al. · Geomorphology · 12
Investigation of dynamic lake changes in Zhuonai Lake–Salt Lake Basin, Hoh Xil, using remote sensing images in response to climate change (1989–2018)
2021 · Zukang Hu, Debao Tan, et al. · Journal of Water and Climate Change · 12
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A Quantitative Flood-Related Building Damage Evaluation Method Using Airborne LiDAR Data and 2-D Hydraulic Model
2019 · Dingtao Shen, Tianlu Qian, et al. · Water · 12
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Integrating social media data and machine learning methods for flash flood susceptibility mapping in China
2025 · Yaojie Zhuang, Tuoshi Gong, et al. · Journal of Hydrology · 10
A differentiability-based processes and parameters learning hydrologic model for advancing runoff prediction and process understanding
2025 · Chunxiao Zhang, Heng Li, et al. · Journal of Hydrology · 10
Deep learning-based burst location with domain adaptation across different sensors in water distribution networks
2023 · Zukang Hu, Dingtao Shen, et al. · Computers & Chemical Engineering · 10
Comparing the accuracies of sUAV-SFM and UAV-LiDAR point clouds for topographic measurements
2022 · Song Ye, Fei Yan, et al. · Arabian Journal of Geosciences · 10
Flood inundation extent mapping based on block compressed tracing
2015 · Dingtao Shen, Yikang Rui, et al. · Computers & Geosciences · 10
Optimal sensor placement for contamination identification in water distribution system considering contamination probability variations
2021 · Zukang Hu, Wenlong Chen, et al. · Computers & Chemical Engineering · 9
Works count: 62
Citation count: 791
H-index: 14
I10-index: 24
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