A step toward considering the return period in flood spatial modeling

Impacts of Grazing by Small Ruminants on Hillslope Hydrological Processes: A Review of European Current Understanding

(2022) G. Minea et al.   WATER RESOURCES RESEARCH

Developing Robust Flood Susceptibility Model with Small Numbers of Parameters in Highly Fertile Regions of Northwest Bangladesh for Sustainable Flood and Agriculture Management

(2022) Showmitra Kumar Sarkar et al.   Sustainability

Flow structures in asymmetric compound channels with emergent vegetation on divergent floodplain

(2022) Ali Samadi Rahim et al.   Acta Geophysica

Urban flood hazard mapping using machine learning models: GARP, RF, MaxEnt and NB

(2021) Mahya Norallahi et al.   Natural Hazards

Susceptibility to Gully Erosion: Applying Random Forest (RF) and Frequency Ratio (FR) Approaches to a Small Catchment in Ethiopia

(2021) Selamawit Amare et al.   Water

Flood-prone area mapping using machine learning techniques: a case study of Quang Binh province, Vietnam

(2021) Chinh Luu et al.   NATURAL HAZARDS

Mapping the spatial and temporal variability of flood hazard affected by climate and land-use changes in the future

(2021) Saeid Janizadeh et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Hybrid XGboost model with various Bayesian hyperparameter optimization algorithms for flood hazard susceptibility modeling

(2021) Saeid Janizadeh et al.   Geocarto International

Assessing and mapping multi-hazard risk susceptibility using a machine learning technique

(2020) Hamid Reza Pourghasemi et al.   Scientific Reports

Shallow Landslide Susceptibility Models Based on Artificial Neural Networks Considering the Factor Selection Method and Various Non-Linear Activation Functions

(2020) Deuk-Hwan Lee et al.   Remote Sensing

Hazard and vulnerability in urban flood risk mapping: Machine learning techniques and considering the role of urban districts

(2020) Mohammad Eini et al.   International Journal of Disaster Risk Reduction

Convolutional neural network approach for spatial prediction of flood hazard at national scale of Iran

(2020) Khabat Khosravi et al.   JOURNAL OF HYDROLOGY

Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods

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

Operational Flood Detection Using Sentinel-1 SAR Data over Large Areas

(2019) Han Cao et al.   Water

Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method

(2019) Farzaneh Sajedi Hosseini et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood Hazard Mapping Using the Flood and Flash-Flood Potential Index in the Buzău River Catchment, Romania

(2019) Mihnea Cristian Popa et al.   Water

Failure of riverbank protection structure and remedial approach: A case study in Suraburi province, Thailand

(2018) Artit Udomchai et al.   ENGINEERING FAILURE ANALYSIS

Modeling landslide susceptibility in data-scarce environments using optimized data mining and statistical methods

(2018) Jung-Hyun Lee et al.   GEOMORPHOLOGY

Spatiotemporal floodplain mapping and prediction using HEC-RAS - GIS tools: Case of the Mejerda river, Tunisia

(2018) C. Ben Khalfallah et al.   JOURNAL OF AFRICAN EARTH SCIENCES

Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping

(2018) Hossein Shafizadeh-Moghadam et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Flood Prediction Using Machine Learning Models: Literature Review

(2018) Amir Mosavi et al.   Water

Floods and consequential life cycle assessment: Integrating flood damage into the environmental assessment of stormwater Best Management Practices

(2017) Anna Petit-Boix et al.   JOURNAL OF CLEANER PRODUCTION

Effect of Extraordinary Large Floods on at-site Flood Frequency

(2017) Bagher Heidarpour et al.   WATER RESOURCES MANAGEMENT

Multi-temporal synthetic aperture radar flood mapping using change detection

(2017) M.A. Clement et al.   Journal of Flood Risk Management

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

Application of GIS-Interval Rough AHP Methodology for Flood Hazard Mapping in Urban Areas

(2017) Ljubomir Gigović et al.   Water

Flood hazard mapping in Jamaica using principal component analysis and logistic regression

(2016) Arpita Nandi et al.   Environmental Earth Sciences

Floodplain Mapping Using HEC-RAS and ArcGIS: A Case Study of Kabul River

(2015) Muhammad Shahzad Khattak et al.   ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING

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

(2015) Mahyat Shafapour Tehrany et al.   CATENA

A review on natural and human-induced geohazards and impacts in karst

(2014) F. Gutiérrez et al.   EARTH-SCIENCE REVIEWS

Flood extent mapping for Namibia using change detection and thresholding with SAR

(2014) Stephanie Long et al.   Environmental Research Letters

Integrated risk assessment of flood disaster based on improved set pair analysis and the variable fuzzy set theory in central Liaoning Province, China

(2014) Enliang Guo et al.   NATURAL HAZARDS

Application of Google earth to investigate the change of flood inundation area due to flood detention dam

(2014) Mohamad Reza Madadi et al.   Earth Science Informatics

Flood Mapping and Flood Dynamics of the Mekong Delta: ENVISAT-ASAR-WSM Based Time Series Analyses

(2013) Claudia Kuenzer et al.   Remote Sensing