Spatial Assessment of Urban Flood Susceptibility Using Data Mining and Geographic Information System (GIS) Tools

A novel hybrid artificial intelligence approach for flood susceptibility assessment

(2017) Kamran Chapi et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Identification of Critical Flood Prone Areas in Data-Scarce and Ungauged Regions: A Comparison of Three Data Mining Models

(2017) Omid Rahmati et al.   WATER RESOURCES MANAGEMENT

Spatial prediction of flood susceptibility using random-forest and boosted-tree models in Seoul metropolitan city, Korea

(2017) Sunmin Lee et al.   Geomatics Natural Hazards & Risk

Ensemble machine-learning-based geospatial approach for flood risk assessment using multi-sensor remote-sensing data and GIS

(2017) Hossein Mojaddadi et al.   Geomatics Natural Hazards & Risk

A Flood Risk Assessment Model for Companies and Criteria for Governmental Decision-Making to Minimize Hazards

(2017) Jieun Ryu et al.   Sustainability

Urban Growth and Flood Disasters in the Coastal River Basin of South-Central Chile (1943–2011)

(2017) Octavio Rojas et al.   Sustainability

Sustainability-Based Flood Hazard Mapping of the Swannanoa River Watershed

(2017) Ebrahim Ahmadisharaf et al.   Sustainability

Data Mining Approaches for Landslide Susceptibility Mapping in Umyeonsan, Seoul, South Korea

(2017) Sunmin Lee et al.   Applied Sciences-Basel

Urban flood hazard assessment in the basin of Athens Metropolitan city, Greece

(2016) G. D. Bathrellos et al.   Environmental Earth Sciences

Building vulnerability to hydro-geomorphic hazards: Estimating damage probability from qualitative vulnerability assessment using logistic regression

(2016) Susanne Ettinger et al.   JOURNAL OF HYDROLOGY

Hybrid artificial intelligence approach based on neural fuzzy inference model and metaheuristic optimization for flood susceptibilitgy modeling in a high-frequency tropical cyclone area using GIS

(2016) Dieu Tien Bui et al.   JOURNAL OF HYDROLOGY

A wavelet-based non-linear autoregressive with exogenous inputs (WNARX) dynamic neural network model for real-time flood forecasting using satellite-based rainfall products

(2016) Trushnamayee Nanda et al.   JOURNAL OF HYDROLOGY

A GIS-based flood susceptibility assessment and its mapping in Iran: a comparison between frequency ratio and weights-of-evidence bivariate statistical models with multi-criteria decision-making technique

(2016) Khabat Khosravi et al.   NATURAL HAZARDS

Flash Flood Hazard Susceptibility Mapping Using Frequency Ratio and Statistical Index Methods in Coalmine Subsidence Areas

(2016) Chen Cao et al.   Sustainability

Effect of Urban Green Spaces and Flooded Area Type on Flooding Probability

(2016) Hyomin Kim et al.   Sustainability

Flood susceptibility assessment using GIS-based support vector machine model with different kernel types

(2015) Mahyat Shafapour Tehrany et al.   CATENA

Flash flood susceptibility assessment in Jeddah city (Kingdom of Saudi Arabia) using bivariate and multivariate statistical models

(2015) Ahmed M. Youssef et al.   Environmental Earth Sciences

A framework for a microscale flood damage assessment and visualization for a building using BIM–GIS integration

(2015) Sam Amirebrahimi et al.   International Journal of Digital Earth

Flood susceptibility analysis and its verification using a novel ensemble support vector machine and frequency ratio method

(2015) Mahyat Shafapour Tehrany et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Flood susceptibility mapping using frequency ratio and weights-of-evidence models in the Golastan Province, Iran

(2015) Omid Rahmati et al.   Geocarto International

Analysis on causes of flash flood in Jeddah city (Kingdom of Saudi Arabia) of 2009 and 2011 using multi-sensor remote sensing data and GIS

(2015) Ahmed M. Youssef et al.   Geomatics Natural Hazards & Risk

Flood hazard zoning in Yasooj region, Iran, using GIS and multi-criteria decision analysis

(2015) Omid Rahmati et al.   Geomatics Natural Hazards & Risk

Flood susceptibility mapping using integrated bivariate and multivariate statistical models

(2014) Mahyat Shafapour Tehrany et al.   Environmental Earth Sciences

The Geographic Information System-based flood damage simulation model HOWAD

(2014) M. Neubert et al.   Journal of Flood Risk Management

Application of artificial neural networks in regional flood frequency analysis: a case study for Australia

(2013) K. Aziz et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Spatial and temporal change in landslide hazard by future climate change scenarios using probabilistic-based frequency ratio model

(2013) Lee Moung-Jin et al.   Geocarto International

Cross-application used to validate landslide susceptibility maps using a probabilistic model from Korea

(2010) Hyun-Joo Oh et al.   Environmental Earth Sciences

A method for flood hazard mapping based on basin morphometry: application in two catchments in Greece

(2010) Michalis Diakakis   NATURAL HAZARDS

Utilization of optical remote sensing data and geographic information system tools for regional landslide hazard analysis by using binomial logistic regression model

(2008) Sarol Lee   Journal of Applied Remote Sensing

Predictive landslide susceptibility mapping using spatial information in the Pechabun area of Thailand

(2008) Hyun-Joo Oh et al.   Environmental geology.

The impacts of climate change and urbanisation on drainage in Helsingborg, Sweden: Combined sewer system

(2007) Annette Semadeni-Davies et al.   JOURNAL OF HYDROLOGY