Related references
Note: Only part of the references are listed.The development of a road network flood risk detection model using optimised ensemble learning
Bilal Abu-Salih et al.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2023)
An Improved Flood Susceptibility Assessment in Jeddah, Saudi Arabia, Using Advanced Machine Learning Techniques
Abdulnoor A. J. Ghanim et al.
WATER (2023)
Development of a new integrated flood resilience model using machine learning with GIS-based multi-criteria decision analysis
Muhammad Hussain et al.
URBAN CLIMATE (2023)
Flash flood and landslide susceptibility analysis for a mountainous roadway in Vietnam using spatial modeling
Chinh Luu et al.
QUATERNARY SCIENCE ADVANCES (2023)
Cross-modal change detection flood extraction based on convolutional neural network
Xiaoning He et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2023)
Siam-DWENet: Flood inundation detection for SAR imagery using a cross-task transfer siamese network
Bofei Zhao et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2023)
Flood susceptibility modeling based on new hybrid intelligence model: Optimization of XGboost model using GA metaheuristic algorithm
Manish Pandey et al.
ADVANCES IN SPACE RESEARCH (2022)
Application of a novel artificial neural network model in flood forecasting
Guangsheng Wang et al.
ENVIRONMENTAL MONITORING AND ASSESSMENT (2022)
Flash-flood susceptibility mapping based on XGBoost, random forest and boosted regression trees
Rahebeh Abedi et al.
GEOCARTO INTERNATIONAL (2022)
Multilevel thresholding segmentation of color plant disease images using metaheuristic optimization algorithms
Rustu Akay et al.
NEURAL COMPUTING & APPLICATIONS (2022)
Flood forecasting in urban reservoir using hybrid recurrent neural network
Bo Cai et al.
URBAN CLIMATE (2022)
Estimate earth fissure hazard based on machine learning in the Qa' Jahran Basin, Yemen
Yousef A. Al-Masnay et al.
SCIENTIFIC REPORTS (2022)
Flood susceptibility evaluation through deep learning optimizer ensembles and GIS techniques
Romulus Costache et al.
JOURNAL OF ENVIRONMENTAL MANAGEMENT (2022)
Assessment Analysis of Flood Susceptibility in Tropical Desert Area: A Case Study of Yemen
Ali R. Al-Aizari et al.
REMOTE SENSING (2022)
Computational Machine Learning Approach for Flood Susceptibility Assessment Integrated with Remote Sensing and GIS Techniques from Jeddah, Saudi Arabia
Ahmed M. Al-Areeq et al.
REMOTE SENSING (2022)
Multi-hazard susceptibility mapping based on Convolutional Neural Networks
Kashif Ullah et al.
GEOSCIENCE FRONTIERS (2022)
An exploratory study of Sentinel-1 SAR for rapid urban flood mapping on Google Earth Engine
Md Tazmul Islam et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2022)
Mapping homogeneous regions for flash floods using machine learning: A case study in Jiangxi province, China
Ruojing Zhang et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2022)
Optimization of state-of-the-art fuzzy-metaheuristic ANFIS-based machine learning models for flood susceptibility prediction mapping in the Middle Ganga Plain, India
Aman Arora et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2021)
Can deep learning algorithms outperform benchmark machine learning algorithms in flood susceptibility modeling?
Binh Thai Pham et al.
JOURNAL OF HYDROLOGY (2021)
Monitoring the summer flooding in the Poyang Lake area of China in 2020 based on Sentinel-1 data and multiple convolutional neural networks
Zhen Dong et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2021)
Land Subsidence Susceptibility Mapping Using Persistent Scatterer SAR Interferometry Technique and Optimized Hybrid Machine Learning Algorithms
Babak Ranjgar et al.
REMOTE SENSING (2021)
The Performance of Physically Based and Conceptual Hydrologic Models: A Case Study for Makkah Watershed, Saudi Arabia
Ahmed M. Al-Areeq et al.
WATER (2021)
GIS-Based Multi-Criteria Approach for Flood Vulnerability Assessment and Mapping in District Shangla: Khyber Pakhtunkhwa, Pakistan
Muhammad Hussain et al.
SUSTAINABILITY (2021)
XGBoost-based method for flash flood risk assessment
Meihong Ma et al.
JOURNAL OF HYDROLOGY (2021)
Adaptive Levenberg-Marquardt Algorithm: A New Optimization Strategy for Levenberg-Marquardt Neural Networks
Zhiqi Yan et al.
MATHEMATICS (2021)
Physically-based, distributed hydrologic model for Makkah watershed using GPM satellite rainfall and ground rainfall stations
Ahmed M. Al-Areeq et al.
GEOMATICS NATURAL HAZARDS & RISK (2021)
Application of 2D numerical simulation for rating curve development and inundation area mapping: a case study of monsoon dominated Dwarkeswar river
Sadhan Malik et al.
INTERNATIONAL JOURNAL OF RIVER BASIN MANAGEMENT (2021)
Flood susceptibility mapping by ensemble evidential belief function and binomial logistic regression model on river basin of eastern India
Indrajit Chowdhuri et al.
ADVANCES IN SPACE RESEARCH (2020)
Flood susceptibility mapping using convolutional neural network frameworks
Yi Wang et al.
JOURNAL OF HYDROLOGY (2020)
A Comparative Study of Kernel Logistic Regression, Radial Basis Function Classifier, Multinomial Naive Bayes, and Logistic Model Tree for Flash Flood Susceptibility Mapping
Binh Thai Pham et al.
WATER (2020)
GIS Based Hybrid Computational Approaches for Flash Flood Susceptibility Assessment
Binh Thai Pham et al.
WATER (2020)
Trend of extreme rainfall events using suitable Global Circulation Model to combat the water logging condition in Kolkata Metropolitan Area
Sadhan Malik et al.
URBAN CLIMATE (2020)
GIS-based comparative assessment of flood susceptibility mapping using hybrid multi-criteria decision-making approach, naive Bayes tree, bivariate statistics and logistic regression: A case of Topla basin, Slovakia
Sk Ajim Ali et al.
ECOLOGICAL INDICATORS (2020)
Novel Ensembles of Deep Learning Neural Network and Statistical Learning for Flash-Flood Susceptibility Mapping
Romulus Costache et al.
WATER (2020)
Prediction of highly flood prone areas by GIS based heuristic and statistical model in a monsoon dominated region of Bengal Basin
Sadhan Malik et al.
REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT (2020)
On hyperparameter optimization of machine learning algorithms: Theory and practice
Li Yang et al.
NEUROCOMPUTING (2020)
Threats of climate and land use change on future flood susceptibility
Paramita Roy et al.
JOURNAL OF CLEANER PRODUCTION (2020)
Flood Susceptibility Mapping on a National Scale in Slovakia Using the Analytical Hierarchy Process
Matej Vojtek et al.
WATER (2019)
A comparison of statistical methods and multi-criteria decision making to map flood hazard susceptibility in Northern Iran
Alireza Arabameri et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
River basin-scale flood hazard assessment using a modified multi-criteria decision analysis approach: A case study
Amirhossein Shadmehri Toosi et al.
JOURNAL OF HYDROLOGY (2019)
Spatial prediction of flood potential using new ensembles of bivariate statistics and artificial intelligence: A case study at the Putna river catchment of Romania
Romulus Costache et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
Evaluating the application of the statistical index method in flood susceptibility mapping and its comparison with frequency ratio and logistic regression methods
Mahyat Shafapour Tehrany et al.
GEOMATICS NATURAL HAZARDS & RISK (2019)
Optimizing connection weights in neural networks using the whale optimization algorithm
Ibrahim Aljarah et al.
SOFT COMPUTING (2018)
Evaluation of flood susceptibility mapping using logistic regression and GIS conditioning factors
Ahmed E. M. Al-Juaidi et al.
ARABIAN JOURNAL OF GEOSCIENCES (2018)
A novel hybrid artificial intelligence approach for flood susceptibility assessment
Kamran Chapi et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2017)
URBANIZATION DEVELOPMENT UNDER CLIMATE CHANGE: HYDROLOGICAL RESPONSES IN A PERI-URBAN MEDITERRANEAN CATCHMENT
Zahra Kalantari et al.
LAND DEGRADATION & DEVELOPMENT (2017)
Flood susceptibility mapping using frequency ratio and weights-of-evidence models in the Golastan Province, Iran
Omid Rahmati et al.
GEOCARTO INTERNATIONAL (2016)
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
Dieu Tien Bui et al.
JOURNAL OF HYDROLOGY (2016)
Flash Flood Hazard Susceptibility Mapping Using Frequency Ratio and Statistical Index Methods in Coalmine Subsidence Areas
Chen Cao et al.
SUSTAINABILITY (2016)
Assessing the influence of watershed characteristics on the flood vulnerability of Jhelum basin in Kashmir Himalaya
Gowhar Meraj et al.
NATURAL HAZARDS (2015)
Governance in support of integrated flood risk management? The case of Romania
Joanne Vinke-de Kruijf et al.
ENVIRONMENTAL DEVELOPMENT (2015)
Grey Wolf Optimizer
Seyedali Mirjalili et al.
ADVANCES IN ENGINEERING SOFTWARE (2014)
Land subsidence susceptibility mapping at Kinta Valley (Malaysia) using the evidential belief function model in GIS
Biswajeet Pradhan et al.
NATURAL HAZARDS (2014)
Spatial prediction of flood susceptible areas using rule based decision tree (DT) and a novel ensemble bivariate and multivariate statistical models in GIS
Mahyat Shafapour Tehrany et al.
JOURNAL OF HYDROLOGY (2013)
Morphometric characterization of del Molle Basin applied to the evaluation of flash floods hazard, Iglesia Department, San Juan, Argentina
Laura P. Perucca et al.
QUATERNARY INTERNATIONAL (2011)
Neural networks and landslide susceptibility: a case study of the urban area of Potenza
Donatella Caniani et al.
NATURAL HAZARDS (2008)
Using genetic algorithm and TOPSIS for Xinanjiang model calibration with a single procedure
CT Cheng et al.
JOURNAL OF HYDROLOGY (2006)