Mapping flood susceptibility in mountainous areas on a national scale in China

Gang Zhao, Bo Pang, Zongxue Xu, +2

The Science of The Total Environment

Flash FloodHydrological DisasterEngineeringGeomorphologyGeography +9

Assessment of urban flood susceptibility using semi-supervised machine learning model

Gang Zhao, Bo Pang, Zongxue Xu, +2

The Science of The Total Environment

Flash FloodHydrological DisasterEngineeringMachine LearningData Science +7

Urban flood susceptibility assessment based on convolutional neural networks

Gang Zhao, Bo Pang, Zongxue Xu, +2

Journal of Hydrology

Hydrological DisasterEngineeringCivil EngineeringGeographyConvolutional Neural Networks +4

Simulation of spring flows from a karst aquifer with an artificial neural network

Caihong Hu, Yonghong Hao, Tian‐Chyi Jim Yeh, +2

Hydrological Processes

Spring FlowsEngineeringHydrologic EngineeringHydraulicsEarth Science +19

Statistical Downscaling of Temperature with the Random Forest Model

Bo Pang, Jiajia Yue, Gang Zhao, +1

Advances in Meteorology

Statistical DownscalingEngineeringPredictor ImportanceClimate ModelingEarth Science +19

Improving urban flood susceptibility mapping using transfer learning

Gang Zhao, Bo Pang, Zongxue Xu, +4

Journal of Hydrology

Flash FloodEngineeringFlooded AreaGeographyUrban Flood Susceptibility +4

Time-lag effects of climatic change and drought on vegetation dynamics in an alpine river basin of the Tibet Plateau, China

Depeng Zuo, Yuna Han, Zongxue Xu, +8

Journal of Hydrology

ClimatologyAlpine River BasinEngineeringDroughtDrylands +9

Assessment of meteorological and agricultural droughts using in-situ observations and remote sensing data

Depeng Zuo, Siyang Cai, Zongxue Xu, +5

Agricultural Water Management

HydrometeorologyMeteorologyAgricultural DroughtsPrecision AgricultureEnvironmental Monitoring +10

Flood Susceptibility Assessment with Random Sampling Strategy in Ensemble Learning (RF and XGBoost)

Hancheng Ren, Bo Pang, Ping Bai, +4

Remote Sensing

EngineeringMachine LearningFlood Susceptibility AssessmentFlood ControlDisaster Detection +16

An enhanced inundation method for urban flood hazard mapping at the large catchment scale

Gang Zhao, Zongxue Xu, Bo Pang, +3

Journal of Hydrology

Flash FloodLarge Catchment ScaleHydrological DisasterEngineeringWater Resources +8