Modeling fragmentation probability of land-use and land-cover using the bagging, random forest and random subspace in the Teesta River Basin, Bangladesh

Simulating urban land use change by integrating a convolutional neural network with vector-based cellular automata

(2020) Yaqian Zhai et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Modeling flood plain wetland transformation in consequences of flow alteration in Punarbhaba river in India and Bangladesh

(2020) Swapan Talukdar et al.   JOURNAL OF CLEANER PRODUCTION

Dynamics of ecosystem services (ESs) in response to land use land cover (LU/LC) changes in the lower Gangetic plain of India

(2020) Swapan Talukdar et al.   ECOLOGICAL INDICATORS

Modeling land cover change dynamic using a hybrid model approach in Qeshm Island, Southern Iran

(2020) Amir Tajbakhsh et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Trends in cooling and heating degree-days overtimes in Bangladesh? An investigation of the possible causes of changes

(2020) Abu Reza Md. Towfiqul Islam et al.   NATURAL HAZARDS

Modelling of shallow landslides with machine learning algorithms

(2020) Zhongqiang Liu et al.   Geoscience Frontiers

Novel hybrid models between bivariate statistics, artificial neural networks and boosting algorithms for flood susceptibility assessment

(2020) Romulus Costache et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Predicting the deforestation probability using the binary logistic regression, random forest, ensemble rotational forest, REPTree: A case study at the Gumani River Basin, India

(2020) Sunil Saha et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Proposing artificial intelligence based livelihood vulnerability index in river islands

(2020) Swapan Talukdar et al.   JOURNAL OF CLEANER PRODUCTION

Flood susceptibility modelling using advanced ensemble machine learning models

(2020) Abu Reza Md Towfiqul Islam et al.   Geoscience Frontiers

The optimal alternative for quantifying reference evapotranspiration in climatic sub-regions of Bangladesh

(2020) Roquia Salam et al.   Scientific Reports

Exploring wetland transformations in moribund deltaic parts of India

(2019) Satyajit Paul et al.   Geocarto International

Predicting spatiotemporal changes of channel morphology in the reach of Teesta River, Bangladesh using GIS and ARIMA modeling

(2019) Shumona Akhter et al.   QUATERNARY INTERNATIONAL

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

Modelling land cover changes in the tropical dry forest surrounding the Chamela-Cuixmala biosphere reserve, Mexico

(2019) Rolando Flores-Casas et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Spatio-temporal Patterns of Land Use/Land Cover Change in the Heterogeneous Coastal Region of Bangladesh between 1990 and 2017

(2019) Abu Yousuf Md Abdullah et al.   Remote Sensing

Spatiotemporal distribution and prediction of groundwater level linked to ENSO teleconnection indices in the northwestern region of Bangladesh

(2019) Roquia Salam et al.   ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY

Effects of damming on the hydrological regime of Punarbhaba river basin wetlands

(2019) Swapan Talukdar et al.   ECOLOGICAL ENGINEERING

Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles

(2019) Wei Chen et al.   JOURNAL OF HYDROLOGY

Improved landslide assessment using support vector machine with bagging, boosting, and stacking ensemble machine learning framework in a mountainous watershed, Japan

(2019) Jie Dou et al.   Landslides

Are precipitation concentration and intensity changing in Bangladesh overtimes? Analysis of the possible causes of changes in precipitation systems

(2019) Md. Siddiqur Rahman et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

Remote Sensing-Based Quantification of the Relationships between Land Use Land Cover Changes and Surface Temperature over the Lower Himalayan Region

(2019) Ullah et al.   Sustainability

Wetland delineation simulation and prediction in deltaic landscape

(2019) Sandipta Debanshi et al.   ECOLOGICAL INDICATORS

Mapping flood susceptibility in an arid region of southern Iraq using ensemble machine learning classifiers: a comparative study

(2018) Alaa M. Al-Abadi   Arabian Journal of Geosciences

Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)

(2018) Haoyuan Hong et al.   CATENA

Modeling land use change using Cellular Automata and Artificial Neural Network: The case of Chunati Wildlife Sanctuary, Bangladesh

(2018) Kamrul Islam et al.   ECOLOGICAL INDICATORS

Tree-based ensemble methods for sensitivity analysis of environmental models: A performance comparison with Sobol and Morris techniques

(2018) Marc Jaxa-Rozen et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Analysis of spatiotemporal land cover changes in Inner Mongolia using self-organizing map neural network and grid cells method

(2018) Zhaoling Li et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Scenario modelling of land use/land cover changes in Munessa-Shashemene landscape of the Ethiopian highlands

(2018) Mengistie Kindu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination

(2018) Farzaneh Sajedi-Hosseini et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Impact of time on interpretations of forest fragmentation: Three-decades of fragmentation dynamics over Canada

(2018) Txomin Hermosilla et al.   REMOTE SENSING OF ENVIRONMENT

Exploring physical wetland vulnerability of Atreyee river basin in India and Bangladesh using logistic regression and fuzzy logic approaches

(2018) Tamal Kanti Saha et al.   ECOLOGICAL INDICATORS

Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches

(2018) Binh Thai Pham et al.   CATENA

Use of freely available datasets and machine learning methods in predicting deforestation

(2017) Helen Mayfield et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Temporal dynamics of land use/land cover change and its prediction using CA-ANN model for southwestern coastal Bangladesh

(2017) M. Tauhid Ur Rahman et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

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

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

Modelling of land use land cover change using earth observation data-sets of Tons River Basin, Madhya Pradesh, India

(2017) Sudhir Kumar Singh et al.   Geocarto International

A spatial zoning approach to calibrate and validate urban growth models

(2016) Ali Kazemzadeh-Zow et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Landscape transform and spatial metrics for mapping spatiotemporal land cover dynamics using Earth Observation data-sets

(2016) Sudhir Kumar Singh et al.   Geocarto International

A GIS based spatially-explicit sensitivity and uncertainty analysis approach for multi-criteria decision analysis

(2013) Bakhtiar Feizizadeh et al.   COMPUTERS & GEOSCIENCES

Mass Classification in Mammograms Using Selected Geometry and Texture Features, and a New SVM-Based Feature Selection Method

(2013) Xiaoming Liu et al.   IEEE Systems Journal

GIS-Based Spatial Monte Carlo Analysis for Integrated Flood Management with Two Dimensional Flood Simulation

(2013) Honghai Qi et al.   WATER RESOURCES MANAGEMENT

Tumor Recognition in Wireless Capsule Endoscopy Images Using Textural Features and SVM-Based Feature Selection

(2012) Baopu Li et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Landslide susceptibility mapping in Injae, Korea, using a decision tree

(2010) Young-Kwang Yeon et al.   ENGINEERING GEOLOGY

Random Subspace Ensembles for fMRI Classification

(2010) L.I. Kuncheva et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Assessment of Landslide Susceptibility by Decision Trees in the Metropolitan Area of Istanbul, Turkey

(2010) H. A. Nefeslioglu et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Modelling of urban growth using spatial analysis techniques: a case study of Ajmer city (India)

(2007) M. K. Jat et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING