A deep learning model for predicting river flood depth and extent

The potential of proxy water level measurements for calibrating urban pluvial flood models

(2020) Matthew Moy de Vitry et al.   WATER RESEARCH

A scalable flood-resilience-index for measuring climate change adaptation: Munich city

(2020) Jorge Leandro et al.   WATER RESEARCH

A Framework for Modeling Flood Depth Using a Hybrid of Hydraulics and Machine Learning

(2020) Hossein Hosseiny et al.   Scientific Reports

A Deep Learning Model for Automatic Plastic Mapping Using Unmanned Aerial Vehicle (UAV) Data

(2020) Gordana Jakovljevic et al.   Remote Sensing

A deep Residual U-Net convolutional neural network for automated lung segmentation in computed tomography images

(2020) Anita Khanna et al.   Biocybernetics and Biomedical Engineering

A Numerical Study of Hydrodynamic Processes and Flood Mitigation in a Large River-lake System

(2020) Hongwu Tang et al.   WATER RESOURCES MANAGEMENT

Deep Convolutional Neural Network for Flood Extent Mapping Using Unmanned Aerial Vehicles Data

(2019) Asmamaw Gebrehiwot et al.   SENSORS

How can big data and machine learning benefit environment and water management: A survey of methods, applications, and future directions

(2019) Alexander Y. Sun et al.   Environmental Research Letters

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Rapid spatio-temporal flood prediction and uncertainty quantification using a deep learning method

(2019) R. Hu et al.   JOURNAL OF HYDROLOGY

A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area

(2019) Dieu Tien Bui et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Using a U-net convolutional neural network to map woody vegetation extent from high resolution satellite imagery across Queensland, Australia

(2019) Neil Flood et al.   International Journal of Applied Earth Observation and Geoinformation

Assessing catchment scale flood resilience of urban areas using a grid cell based metric

(2019) Yuntao Wang et al.   WATER RESEARCH

A Modular Processing Chain for Automated Flood Monitoring from Multi-Spectral Satellite Data

(2019) Marc Wieland et al.   Remote Sensing

An ANN-based emulation modelling framework for flood inundation modelling: Application, challenges and future directions

(2019) Haibo Chu et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A variant form of 3D-UNet for infant brain segmentation

(2019) Saqib Qamar et al.   Future Generation Computer Systems-The International Journal of eScience

Synthesized trade-off analysis of flood control solutions under future deep uncertainty: An application to the central business district of Shanghai

(2019) Hengzhi Hu et al.   WATER RESEARCH

Urban pluvial flooding and stormwater management: A contemporary review of China’s challenges and “sponge cities” strategy

(2018) Yong Jiang et al.   ENVIRONMENTAL SCIENCE & POLICY

A Hydraulic MultiModel Ensemble Framework for Visualizing Flood Inundation Uncertainty

(2018) Christopher M. Zarzar et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

Urban flash flood forecast using support vector machine and numerical simulation

(2017) Jun Yan et al.   JOURNAL OF HYDROINFORMATICS

A sequential model to link contextual risk, perception and public support for flood adaptation policy

(2017) Wanyun Shao et al.   WATER RESEARCH

Understanding the effects of past flood events and perceived and estimated flood risks on individuals' voluntary flood insurance purchase behavior

(2017) Wanyun Shao et al.   WATER RESEARCH

A flood inundation modelling using v-support vector machine regression model

(2015) Yang Liu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Why are decisions in flood disaster management so poorly supported by information from flood models?

(2013) J.G. Leskens et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Feature selection methods for characterizing and classifying adaptive Sustainable Flood Retention Basins

(2010) Qinli Yang et al.   WATER RESEARCH