HESS Opinions: Incubating deep-learning-powered hydrologic science advances as a community

Chaopeng Shen, Eric Laloy, Amin Elshorbagy, +11

Hydrology and earth system sciences

Artificial IntelligenceDl ModelsHydrological ScienceEngineeringMachine Learning +10

Characterizing the hydraulic interactions of hurricane storm surge and rainfall–runoff for the Houston–Galveston region

Jacob M. Torres, Benjamin Bass, N. Irza, +5

Coastal Engineering

HydrometeorologyStorm SurgeHydrological DisasterEngineeringUrban Hydrology +8

Intercomparison of Satellite Remote Sensing‐Based Flood Inundation Mapping Techniques

Dinuke Munasinghe, Sagy Cohen, Yu‐Fen Huang, +3

JAWRA Journal of the American Water Resources Association

Environmental MonitoringEngineeringGeomorphologyHydrologic EngineeringFlood Control +18

Data-Driven Flood Alert System (FAS) Using Extreme Gradient Boosting (XGBoost) to Forecast Flood Stages

W. M. Sanders, Dongfeng Li, Wenzhao Li, +1

Water

Hydrological PredictionEngineeringMachine LearningFlood ControlDisaster Detection +18

Understanding the re-infiltration process to simulating streamflow in North Central Texas using the WRF-hydro modeling system

Jiaqi Zhang, Peirong Lin, Shang Gao, +1

Journal of Hydrology

EngineeringWater ResourcesEnvironmental EngineeringCivil EngineeringNorth Central Texas +5

Numerical Simulation of Viscoelastoplastic Land Subsidence due to Groundwater Overdrafting in Shanghai, China

Jichun Wu, Xiaoqing Shi, Shujun Ye, +4

Journal of Hydrologic Engineering

EngineeringHydrogeophysicsDam FoundationEarth ScienceGeotechnical Engineering +18

Urban Flood Mapping With Bitemporal Multispectral Imagery Via a Self-Supervised Learning Framework

Bo Peng, Qunying Huang, Jamp Vongkusolkit, +4

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Urban FloodEngineeringFlood ControlMulti-image FusionDisaster Detection +18

Modeling the Hydraulic Effectiveness of a Proposed Storm Surge Barrier System for the Houston Ship Channel during Hurricane Events

Jason Christian, Zheng Fang, Jacob M. Torres, +2

Natural Hazards Review

Storm SurgeCoastal EngineeringHouston Ship ChannelEngineeringHydraulic Effectiveness +17

Using a Distributed Hydrologic Model to Evaluate the Location of Urban Development and Flood Control Storage

Zheng Fang, Andrea Zimmer, Philip B. Bedient, +3

Journal of Water Resources Planning and Management

EngineeringHydrologic EngineeringUrban DevelopmentFlood ControlHydrologic Hazard +20

Comparative Analysis of Inundation Mapping Approaches for the 2016 Flood in the Brazos River, Texas

Jiaqi Zhang, Yu‐Fen Huang, Dinuke Munasinghe, +3

JAWRA Journal of the American Water Resources Association

Nhdplus‐hand ModelHydrological PredictionEngineeringGeomorphologyHydrologic Engineering +20