A Novel Hybrid Model for Developing Groundwater Potentiality Model Using High Resolution Digital Elevation Model (DEM) Derived Factors

Identification of groundwater potential zones using geospatial approach in Sivagangai district, South India

(2021) Agastheeswaran Vellaikannu et al.   Arabian Journal of Geosciences

Risk Assessment of Resources Exposed to Rainfall Induced Landslide with the Development of GIS and RS Based Ensemble Metaheuristic Machine Learning Algorithms

(2021) Javed Mallick et al.   Sustainability

Stability consistency and trend mapping of seasonally inundated wetlands in Moribund deltaic part of India

(2021) Swades Pal et al.   ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY

GIS-based multi-criteria decision making and entropy approaches for groundwater potential zones delineation

(2021) Elham Forootan et al.   Earth Science Informatics

Mapping Groundwater Potential Zones Using a Knowledge-Driven Approach and GIS Analysis

(2021) Qiande Zhu et al.   Water

Groundwater Potential Mapping Using GIS ‐Based Hybrid Artificial Intelligence Methods

(2021) Tran Van Phong et al.   Groundwater

Causes and implications of groundwater depletion in India: A review

(2021) Swarup Dangar et al.   JOURNAL OF HYDROLOGY

Fuzzy clustering and distributed model for streamflow estimation in ungauged watersheds

(2021) Amirhosein Mosavi et al.   Scientific Reports

Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential

(2021) Yunzhi Chen et al.   Geocarto International

Impacts of Large-Scale Groundwater Exploitation Based on Long-Term Evolution of Hydraulic Heads in Dhaka City, Bangladesh

(2021) Mazeda Islam et al.   Water

Selecting optimal conditioning parameters for landslide susceptibility: an experimental research on Aqabat Al-Sulbat, Saudi Arabia

(2021) Saeed Alqadhi et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

How far spatial resolution affects the ensemble machine learning based flood susceptibility prediction in data sparse region

(2021) Tamal Kanti Saha et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

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

Identification of areas prone to flash-flood phenomena using multiple-criteria decision-making, bivariate statistics, machine learning and their ensembles

(2020) Romulus Costache et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Groundwater potential zones for sustainable management plans in a river basin of India and Bangladesh

(2020) Swades Pal et al.   JOURNAL OF CLEANER PRODUCTION

Flash flood susceptibility modelling using functional tree and hybrid ensemble techniques

(2020) Alireza Arabameri et al.   JOURNAL OF HYDROLOGY

Groundwater spring potential assessment using new ensemble data mining techniques

(2020) Saleh Yousefi et al.   MEASUREMENT

Susceptibility mapping of groundwater salinity using machine learning models

(2020) Amirhosein Mosavi et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Proposing artificial intelligence based livelihood vulnerability index in river islands

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

Flood susceptibility modeling in Teesta River basin, Bangladesh using novel ensembles of bagging algorithms

(2020) Swapan Talukdar et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A New Hybrid Firefly–PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping

(2020) Viet-Ha Nhu et al.   Remote Sensing

Susceptibility Prediction of Groundwater Hardness Using Ensemble Machine Learning Models

(2020) Amirhosein Mosavi et al.   Water

Flood susceptibility modelling using advanced ensemble machine learning models

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

Measuring the degree of hydrological variability of riparian wetland using hydrological attributes integration (HAI) histogram comparison approach (HCA) and range of variability approach (RVA)

(2020) Swades Pal et al.   ECOLOGICAL INDICATORS

Ensemble Boosting and Bagging Based Machine Learning Models for Groundwater Potential Prediction

(2020) Amirhosein Mosavi et al.   WATER RESOURCES MANAGEMENT

Modeling the impacts of volumetric water pricing in irrigation districts with conjunctive use of surface and groundwater resources

(2020) Ivan Portoghese et al.   AGRICULTURAL WATER MANAGEMENT

Offshore Pumping Impacts Onshore Groundwater Resources and Land Subsidence

(2019) Xuan Yu et al.   GEOPHYSICAL RESEARCH LETTERS

Non-renewable groundwater use and groundwater depletion: a review

(2019) Marc F P Bierkens et al.   Environmental Research Letters

Review: Advances in groundwater potential mapping

(2019) S. Díaz-Alcaide et al.   HYDROGEOLOGY JOURNAL

A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area

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

How do data-mining models consider arsenic contamination in sediments and variables importance?

(2019) Fahimeh Mirchooli et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Comparative assessment using boosted regression trees, binary logistic regression, frequency ratio and numerical risk factor for gully erosion susceptibility modelling

(2019) Alireza Arabameri et al.   CATENA

Landslide spatial modelling using unsupervised factor optimisation and regularised greedy forests

(2019) Maher Ibrahim Sameen et al.   COMPUTERS & GEOSCIENCES

Achieving water security in Nepal through unravelling the water-energy-agriculture nexus

(2019) Santosh Nepal et al.   INTERNATIONAL JOURNAL OF WATER RESOURCES DEVELOPMENT

Wetness index based on landscape position and topography (WILT): Modifying TWI to reflect landscape position

(2019) Menberu B. Meles et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Groundwater aquifer potential modeling using an ensemble multi-adoptive boosting logistic regression technique

(2019) Hossein Mojaddadi Rizeei et al.   JOURNAL OF HYDROLOGY

Assessing drought vulnerability using geospatial techniques in northwestern part of Bangladesh

(2019) Muhammad Al-Amin Hoque et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatial Prediction of Landslides Using Hybrid Integration of Artificial Intelligence Algorithms with Frequency Ratio and Index of Entropy in Nanzheng County, China

(2019) Wei Chen et al.   Applied Sciences-Basel

A comparative study of an expert knowledge-based model and two data-driven models for landslide susceptibility mapping

(2018) A-Xing Zhu et al.   CATENA

Modelling strategies for assessing and increasing the effectiveness of new phenotyping techniques in plant breeding

(2018) Fred van Eeuwijk et al.   PLANT SCIENCE

GIS-based groundwater potential analysis using novel ensemble weights-of-evidence with logistic regression and functional tree models

(2018) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A methodology for auto-calibrating urban building energy models using surrogate modeling techniques

(2018) Shreshth Nagpal et al.   Journal of Building Performance Simulation

Enhancing Prediction Performance of Landslide Susceptibility Model Using Hybrid Machine Learning Approach of Bagging Ensemble and Logistic Model Tree

(2018) Xuan Truong et al.   Applied Sciences-Basel

Developing new urban water supplies: investigating motivations and barriers to groundwater use in Cape Town

(2018) Emma Luker et al.   INTERNATIONAL JOURNAL OF WATER RESOURCES DEVELOPMENT

Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia

(2018) Dieu Tien Bui et al.   Remote Sensing

Groundwater Potential Mapping in a Rural River Basin by Union (OR) and Intersection (AND) of Four Multi-criteria Decision-Making Models

(2018) Susanta Mahato et al.   Natural Resources Research

Hybrid Integration Approach of Entropy with Logistic Regression and Support Vector Machine for Landslide Susceptibility Modeling

(2018) Tingyu Zhang et al.   Entropy

Assessment of groundwater utilization status and prediction of water table depth using different heuristic models in an Indian interbasin

(2018) Sucharita Pradhan et al.   SOFT COMPUTING

GIS-based groundwater potential mapping in Shahroud plain, Iran. A comparison among statistical (bivariate and multivariate), data mining and MCDM approaches

(2018) Alireza Arabameri et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A comparative study of landslide susceptibility mapping using weight of evidence, logistic regression and support vector machine and evaluated by SBAS-InSAR monitoring: Zhouqu to Wudu segment in Bailong River Basin, China

(2017) Zhengtuan Xie et al.   Environmental Earth Sciences

Landslide spatial modeling: Introducing new ensembles of ANN, MaxEnt, and SVM machine learning techniques

(2017) Wei Chen et al.   GEODERMA

Spatial prediction of landslide susceptibility using an adaptive neuro-fuzzy inference system combined with frequency ratio, generalized additive model, and support vector machine techniques

(2017) Wei Chen et al.   GEOMORPHOLOGY

A Permanent Multilevel Monitoring and Sampling System in the Coastal Groundwater Mixing Zones

(2017) Xin Luo et al.   Groundwater

Evaluating the susceptibility of landslide landforms in Japan using slope stability analysis: a case study of the 2016 Kumamoto earthquake

(2017) Chi-Wen Chen et al.   Landslides

A Permanent Multilevel Monitoring and Sampling System in the Coastal Groundwater Mixing Zones

(2017) Xin Luo et al.   Groundwater

High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A Comparison of Machine Learning and Multiple Linear Regression Models

(2017) Gerald Forkuor et al.   PLoS One

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

Landslide susceptibility assessment in Lianhua County (China): A comparison between a random forest data mining technique and bivariate and multivariate statistical models

(2016) Haoyuan Hong et al.   GEOMORPHOLOGY

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

Modeling lake trophic state: a random forest approach

(2016) Jeffrey W. Hollister et al.   Ecosphere

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

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

GIS-based landslide susceptibility mapping using analytical hierarchy process (AHP) and certainty factor (CF) models for the Baozhong region of Baoji City, China

(2015) Wei Chen et al.   Environmental Earth Sciences

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

(2015) Alessandro Trigila et al.   GEOMORPHOLOGY

Analytical and approximate expressions predicting post-failure landslide displacement using the multi-block model and energy methods

(2015) Constantine A. Stamatopoulos et al.   Landslides

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

GIS-based frequency ratio and index of entropy models for landslide susceptibility assessment in the Caspian forest, northern Iran

(2014) A. Jaafari et al.   International Journal of Environmental Science and Technology

Landslide susceptibility mapping based on rough set theory and support vector machines: A case of the Three Gorges area, China

(2013) Ling Peng et al.   GEOMORPHOLOGY

A novel hybrid evidential belief function-based fuzzy logic model in spatial prediction of rainfall-induced shallow landslides in the Lang Son city area (Vietnam)

(2013) Dieu Tien Bui et al.   Geomatics Natural Hazards & Risk

Groundwater recharge environments and hydrogeochemical evolution in the Jiuquan Basin, Northwest China

(2012) Jianhua He et al.   APPLIED GEOCHEMISTRY

The 2010 Yushu earthquake triggered landslide hazard mapping using GIS and weight of evidence modeling

(2012) Chong Xu et al.   Environmental Earth Sciences

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

Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models

(2009) Biswajeet Pradhan et al.   Environmental Earth Sciences

Modeling susceptibility to landslides using the weight of evidence approach: Western Colorado, USA

(2009) Netra R. Regmi et al.   GEOMORPHOLOGY