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

Effects of different functional structure parameters of plant communities on slope runoff in different periods of the year in semiarid grasslands

(2020) Jian Hou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood Susceptibility Mapping Using GIS-Based Analytic Network Process: A Case Study of Perlis, Malaysia

(2019) Umar Dano et al.   Water

A Comparative Assessment of Flood Susceptibility Modeling Using Multi-Criteria Decision-Making Analysis and Machine Learning Methods

(2019) Khabat Khosravi et al.   JOURNAL OF HYDROLOGY

Spatial prediction of groundwater potentiality using ANFIS ensembled with teaching-learning-based and biogeography-based optimization

(2019) Wei Chen et al.   JOURNAL OF HYDROLOGY

Comparison of convolutional neural networks for landslide susceptibility mapping in Yanshan County, China

(2019) Yi Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

DOG: A new background removal for object recognition from images

(2019) Wei Fang et al.   NEUROCOMPUTING

Flood Spatial Modeling in Northern Iran Using Remote Sensing and GIS: A Comparison between Evidential Belief Functions and Its Ensemble with a Multivariate Logistic Regression Model

(2019) Duie Tien Bui et al.   Remote Sensing

UAV-Based Slope Failure Detection Using Deep-Learning Convolutional Neural Networks

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

Incorporating multi-criteria decision-making and fuzzy-value functions for flood susceptibility assessment

(2019) Ali Azareh et al.   Geocarto International

Integrated machine learning methods with resampling algorithms for flood susceptibility prediction

(2019) Esmaeel Dodangeh et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood susceptibility mapping using GIS and multicriteria decision analysis: Saricay-Çanakkale (Turkey)

(2018) Mine Tiryaki et al.   Arabian Journal of Geosciences

Optimized rule-based logistic model tree algorithm for mapping mangrove species using ALOS PALSAR imagery and GIS in the tropical region

(2018) Tien Dat Pham et al.   Environmental Earth Sciences

A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran

(2018) Khabat Khosravi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood susceptibility mapping using novel ensembles of adaptive neuro fuzzy inference system and metaheuristic algorithms

(2018) Seyed Vahid Razavi Termeh et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods

(2018) Dieu Tien Bui et al.   Scientific Reports

New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling

(2018) Dieu Tien Bui et al.   Water

An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines

(2018) Bahram Choubin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood inundation modelling: A review of methods, recent advances and uncertainty analysis

(2017) J. Teng et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A novel hybrid artificial intelligence approach for flood susceptibility assessment

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

Forecasting flood-prone areas using Shannon’s entropy model

(2017) Ali Haghizadeh et al.   Journal of Earth System Science

Cultivated land information extraction in UAV imagery based on deep convolutional neural network and transfer learning

(2017) Heng Lu et al.   Journal of Mountain Science

Spatial heterogeneity of local flood vulnerability indicators within flood-prone areas in Taiwan

(2016) Hsueh-Sheng Chang et al.   Environmental Earth Sciences

Flash flood susceptibility analysis and its mapping using different bivariate models in Iran: a comparison between Shannon’s entropy, statistical index, and weighting factor models

(2016) Khabat Khosravi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

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 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

A new hybrid model using step-wise weight assessment ratio analysis (SWARA) technique and adaptive neuro-fuzzy inference system (ANFIS) for regional landslide hazard assessment in Iran

(2015) Alireza Dehnavi et al.   CATENA

Landslide susceptibility assessment at Wadi Jawrah Basin, Jizan region, Saudi Arabia using two bivariate models in GIS

(2015) Ahmed Mohamed Youssef et al.   GEOSCIENCES JOURNAL

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

Explaining differences in flood management approaches in Europe and in the USA - a comparative analysis

(2015) P. Bubeck et al.   Journal of Flood Risk Management

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

(2015) Omid Rahmati et al.   Geocarto International

Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS

(2014) Mahyat Shafapour Tehrany et al.   JOURNAL OF HYDROLOGY

Spatial prediction of flood susceptible areas using rule based decision tree (DT) and a novel ensemble bivariate and multivariate statistical models in GIS

(2013) Mahyat Shafapour Tehrany et al.   JOURNAL OF HYDROLOGY

Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression

(2013) Taskin Kavzoglu et al.   Landslides

Global flood risk under climate change

(2013) Yukiko Hirabayashi et al.   Nature Climate Change

Probabilistic flood inundation mapping of ungauged rivers: Linking GIS techniques and frequency analysis

(2012) Ali Sarhadi et al.   JOURNAL OF HYDROLOGY

Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models

(2012) Dieu Tien Bui et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

An artificial neural network model for flood simulation using GIS: Johor River Basin, Malaysia

(2011) Masoud Bakhtyari Kia et al.   Environmental Earth Sciences

Flood management and a GIS modelling method to assess flood-hazard areas—a case study

(2011) Nektarios N. Kourgialas et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Integrated application of the analytic hierarchy process and the geographic information system for flood risk assessment and flood plain management in Taiwan

(2011) Yi-Ru Chen et al.   NATURAL HAZARDS

Forecasting stream water temperature using regression analysis, artificial neural network, and chaotic non-linear dynamic models

(2009) G.B. Sahoo et al.   JOURNAL OF HYDROLOGY