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Integration of statistical models and ensemble machine learning algorithms (MLAs) for developing the novel hybrid groundwater potentiality models: a case study of semi-arid watershed in Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Almesfer, Mohammed K.;  Shahfahad;  Hang, Hoang Thi;  Rahman, Atiqur
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
Groundwater potential modelling  ensemble machine learning algorithm  statistical models  novel hybrid models  information gain ratio  
Spatial and decadal prediction of land use/land cover using multi-layer perceptron-neural network (MLP-NN) algorithm for a semi-arid region of Asir, Saudi Arabia 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2021, 卷号: 14, 期号: 3, 页码: 1547-1562
作者:  Alqadhi, Saeed;  Mallick, Javed;  Balha, Akanksha;  Bindajam, Ahmed;  Singh, Chander Kumar;  Hoa, Pham Viet
收藏  |  浏览/下载：5/0  |  提交时间：2021/07/30
Land change modelling  Artificial intelligence  Landsat  Asir  Saudi Arabia  
Proposing receiver operating characteristic-based sensitivity analysis with introducing swarm optimized ensemble learning algorithms for groundwater potentiality modelling in Asir region, Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Ahmed, Mohd.;  Islam, Abu Reza Md Towfiqul;  Shahfahad;  Thanh, Nguyen Viet
收藏  |  浏览/下载：2/0  |  提交时间：2021/07/30
ROC-based sensitivity  particle swarm optimization  Artificial intelligence  groundwater  Asir region  
An index-based approach to assess groundwater quality for drinking and irrigation in Asir region of Saudi Arabia 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 3
作者:  Mallick, Javed;  Kumar, Anand;  Almesfer, Mohammed K.;  Alsubih, Majed;  Singh, Chander Kumar;  Ahmed, Mohd.;  Khan, Roohul Abad
收藏  |  浏览/下载：15/0  |  提交时间：2021/03/08
Groundwater  Hydrogeochemistry  Water quality indices  Drinking water and irrigation GIS  Saudi Arabia  
Geochemical modeling to infer genetic origin of groundwater and associated health risks in desertic aquifers 期刊论文
发表期刊: GROUNDWATER FOR SUSTAINABLE DEVELOPMENT. 出版年: 2021, 卷号: 13
作者:  Singh, Chander Kumar;  Kumar, Anand;  Shashtri, Satyanarayan;  Kumar, Alok;  Mallick, Javed;  Singh, Amit;  Avtar, Ram;  Singh, Ravi Prakash;  Kumar, Pankaj;  Ranjan, Shyam
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/19
Contaminants  Desert  Nitrate  Saturation indices  PHREEQC  Health risk assessment  
Characterizing the Urban Decadal Expansion and Its Morphology Using Integrated Spatial Approaches in Semi-Arid Mountainous Environment, Saudi Arabia 期刊论文
发表期刊: POLISH JOURNAL OF ENVIRONMENTAL STUDIES. 出版年: 2021, 卷号: 30, 期号: 5, 页码: 4437-4451
作者:  Bindajam, Ahmed Ali;  Mallick, Javed;  Balha, Akanksha;  Al Qadhi, Saeed;  Shohan, Ahmed Ali A.;  Singh, Chander Kumar;  Rahman, Atiqur
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
urbanization  urban expansion intensity index  spatial metrics  Landscape Expansion Index (LEI)  Saudi Arabia  
Spatial stochastic model for predicting soil organic matter using remote sensing data 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2020
作者:  Mallick, Javed;  Ahmed, Mohd;  Alqadhi, Saeed Dhafer;  Falqi, Ibrahim I.;  Parayangat, Muneer;  Singh, Chander Kumar;  Rahman, Atiqur;  Ijyas, Thafasal
收藏  |  浏览/下载：9/0  |  提交时间：2020/05/22
Soil organic matter  semi-arid region  nearest-neighbourhood ARMA  linear regression  topographic variables  vegetation indices  
Impacts of Vegetation and Topography on Land Surface Temperature Variability over the Semi-Arid Mountain Cities of Saudi Arabia 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2020, 卷号: 11, 期号: 7
作者:  Bindajam, Ahmed Ali;  Mallick, Javed;  AlQadhi, Saeed;  Singh, Chander Kumar;  Hoang Thi Hang
收藏  |  浏览/下载：8/0  |  提交时间：2021/01/07
thermal remote sensing  ASTER  urban microclimate  NDVI TES method  Abha-Khamis-Mushayet  
Modeling Groundwater Potential Zone in a Semi-Arid Region of Aseer Using Fuzzy-AHP and Geoinformation Techniques 期刊论文
发表期刊: WATER. 出版年: 2019, 卷号: 11, 期号: 12
作者:  Mallick, Javed;  Khan, Roohul Abad;  Ahmed, Mohd;  Alqadhi, Saeed Dhafer;  Alsubih, Majed;  Falqi, Ibrahim;  Hasan, Mohd Abul
收藏  |  浏览/下载：8/0  |  提交时间：2020/03/23
groundwater potential  fuzzy-AHP  multi-criteria decision making  semi-arid  Saudi Arabia  
Geospatial Approach on Landslide Susceptibility Zonation and Geo-design in Semi-arid Mountainous Watershed, Saudi Arabia 会议论文
会议名称: 1st Euro-Mediterranean Conference for Environmental Integration (EMCEI). 会议地点: Sousse, TUNISIA. 会议日期: NOV 22-25, 2017
作者:  Mallick, Javed;  Hoang Thi Hang;  Islam, Saiful;  Khan, Roohul Abad
收藏  |  浏览/下载：5/0  |  提交时间：2019/12/09
Database  Geospatial modelling  Watershed  DEM  Landslide  Geodesign