Wetland conversion risk assessment of East Kolkata Wetland: A Ramsar site using random forest and support vector machine model

Estimation of Ecosystem Services (EESs) loss due to Transforamtion of Local Climatic Zones (LCZs) in Sriniketan-Santiniketa Planning Area (SSPA), West Bengal, India

(2019) Manob Das et al.   Sustainable Cities and Society

Urban growth modeling of a rapidly urbanizing area using FMCCA model

(2019) Sasanka Ghosh et al.   Arabian Journal of Geosciences

Gully erosion susceptibility assessment and management of hazard-prone areas in India using different machine learning algorithms

(2019) Amiya Gayen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Evaluation and driving factors of sustainable development of the wetland ecosystem in Northeast China: An emergy approach

(2019) Fei Song et al.   JOURNAL OF CLEANER PRODUCTION

Modeling flood susceptibility using data-driven approaches of naïve Bayes tree, alternating decision tree, and random forest methods

(2019) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatio-temporal variations in total carbon content in contaminated surface waters at East Kolkata Wetland Ecosystem, a Ramsar Site

(2018) Sudin Pal et al.   ECOLOGICAL ENGINEERING

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

Mapping flood susceptibility in mountainous areas on a national scale in China

(2018) Gang Zhao et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution

(2018) Haoyuan Hong 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

Flood susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA)

(2018) M. Ahmadlou et al.   Geocarto International

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

Identifying the essential flood conditioning factors for flood prone area mapping using machine learning techniques

(2018) Mahyat Shafapour Tehrany et al.   CATENA

Evaluation of different machine learning models for predicting and mapping the susceptibility of gully erosion

(2017) Omid Rahmati et al.   GEOMORPHOLOGY

Coastal wetlands facing climate change and anthropogenic activities: A remote sensing analysis and modelling application

(2017) Wen-ting Wu et al.   OCEAN & COASTAL MANAGEMENT

Using Landsat images to quantify different human threats to the Shuangtai Estuary Ramsar site, China

(2017) Yanlin Tian et al.   OCEAN & COASTAL MANAGEMENT

Performance assessment of individual and ensemble data-mining techniques for gully erosion modeling

(2017) Hamid Reza Pourghasemi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

GIS-based landslide spatial modeling in Ganzhou City, China

(2016) Haoyuan Hong et al.   Arabian Journal of Geosciences

Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran

(2016) Omid Rahmati et al.   CATENA

Nitrogen dynamics of the aquatic system is an important driving force for efficient sewage purification in single pond natural treatment wetlands at East Kolkata Wetland

(2016) Anirban Das Gupta et al.   CHEMOSPHERE

Random forests and evidential belief function-based landslide susceptibility assessment in Western Mazandaran Province, Iran

(2016) Hamid Reza Pourghasemi et al.   Environmental Earth Sciences

Fuzzy risk assessment modelling of East Kolkata Wetland Area: A remote sensing and GIS based approach

(2016) Soma Sarkar et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Wetland loss due to land use change in the Lower Paraná River Delta, Argentina

(2016) Y.V. Sica et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Validation of the safety attitudes questionnaire (short form 2006) in Italian in hospitals in the northeast of Italy

(2015) Giang Nguyen et al.   BMC HEALTH SERVICES RESEARCH

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 mapping in Mizunami City, Japan: A comparison between logistic regression, bivariate statistical analysis and multivariate adaptive regression spline models

(2015) Liang-Jie Wang et al.   CATENA

Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines

(2015) Haoyuan Hong et al.   CATENA

Comparison of Logistic Regression and Random Forests techniques for shallow landslide susceptibility assessment in Giampilieri (NE Sicily, Italy)

(2015) Alessandro Trigila et al.   GEOMORPHOLOGY

Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree

(2015) Dieu Tien Bui et al.   Landslides

Ecological risk assessment of wetland ecosystems using Multi Criteria Decision Making and Geographic Information System

(2014) B. Malekmohammadi et al.   ECOLOGICAL INDICATORS

Application of wavelet analysis and a particle swarm-optimized support vector machine to predict the displacement of the Shuping landslide in the Three Gorges, China

(2014) Fu Ren et al.   Environmental Earth Sciences

Comparing Machine Learning Classifiers for Object-Based Land Cover Classification Using Very High Resolution Imagery

(2014) Yuguo Qian et al.   Remote Sensing

Landslide susceptibility assessment using object mapping units, decision tree, and support vector machine models in the Three Gorges of China

(2013) Xueling Wu et al.   Environmental Earth Sciences

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

Modeling and risk assessment of landslides using fuzzy logic. Application on the slopes of the Algerian Tell (Algeria)

(2012) Mohamed Said Guettouche   Arabian Journal of Geosciences

A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS

(2012) Biswajeet Pradhan   COMPUTERS & GEOSCIENCES

Regional prediction of landslide hazard using probability analysis of intense rainfall in the Hoa Binh province, Vietnam

(2012) Dieu Tien Bui et al.   NATURAL HAZARDS

Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS

(2011) Dieu Tien Bui et al.   COMPUTERS & GEOSCIENCES

Wetland features and landscape context predict the risk of wetland habitat loss

(2011) Kevin J. Gutzwiller et al.   ECOLOGICAL APPLICATIONS

Hyperion hyperspectral imagery analysis combined with machine learning classifiers for land use/cover mapping

(2011) George P. Petropoulos et al.   EXPERT SYSTEMS WITH APPLICATIONS

Image segmentation scale parameter optimization and land cover classification using the Random Forest algorithm

(2011) A. Smith   Journal of Spatial Science

Heavy metal pollution assessment through comparison of different indices in sewage-fed fishery pond sediments at East Kolkata Wetland, India

(2010) Subhasis Sarkar et al.   Environmental Earth Sciences

Environmental risk assessment of offshore produced water discharges using a hybrid fuzzy-stochastic modeling approach

(2010) Zhi Chen et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Landslide Susceptibility Mapping by Neuro-Fuzzy Approach in a Landslide-Prone Area (Cameron Highlands, Malaysia)

(2010) Biswajeet Pradhan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling

(2009) Biswajeet Pradhan et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A kernel functions analysis for support vector machines for land cover classification

(2009) T. Kavzoglu et al.   International Journal of Applied Earth Observation and Geoinformation

Land use land cover classification of Orissa using multi-temporal IRS-P6 awifs data: A decision tree approach

(2008) Sreenivas Kandrika et al.   International Journal of Applied Earth Observation and Geoinformation