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Spatial Prediction of Groundwater Potentiality in Large Semi-Arid and Karstic Mountainous Region Using Machine Learning Models 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 16
作者:  Namous, Mustapha;  Hssaisoune, Mohammed;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah;  Elaloui, Abdenbi;  Edahbi, Mohamed;  Krimissa, Samira;  Eloudi, Hasna;  Ouayah, Mustapha;  Elhimer, Hicham;  Tagma, Tarik
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/19
drinking and irrigation water scarcity  groundwater potential mapping  machine learning  remote sensing  GIS  karstic mountainous aquifers  Morocco  
Gully Head-Cut Distribution Modeling Using Machine Learning Methods-A Case Study of NW Iran 期刊论文
发表期刊: WATER. 出版年: 2020, 卷号: 12, 期号: 1
作者:  Arabameri, Alireza;  Chen, Wei;  Blaschke, Thomas;  Tiefenbacher, John P.;  Pradhan, Biswajeet;  Dieu Tien Bui
收藏  |  浏览/下载：4/0  |  提交时间：2020/05/22
gully head-cuts  machine learning modeling  soil erosion  Iran  
Groundwater potential mapping using a novel data-mining ensemble model 期刊论文
发表期刊: HYDROGEOLOGY JOURNAL. 出版年: 2019, 卷号: 27, 期号: 1, 页码: 211-224
作者:  Kordestani, Mojtaba Dolat;  Naghibi, Seyed Amir;  Hashemi, Hossein;  Ahmadi, Kourosh;  Kalantar, Bahareh;  Pradhan, Biswajeet
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/29
Geographic information system (GIS)  Groundwater management  Data mining  Iran  
A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran) 期刊论文
发表期刊: SENSORS. 出版年: 2019, 卷号: 19, 期号: 11
作者:  Dieu Tien Bui;  Shirzadi, Ataollah;  Shahabi, Himan;  Chapi, Kamran;  Omidavr, Ebrahim;  Binh Thai Pham;  Asl, Dawood Talebpour;  Khaledian, Hossein;  Pradhan, Biswajeet;  Panahi, Mahdi;  Bin Ahmad, Baharin;  Rahmani, Hosein;  Grof, Gyula;  Lee, Saro
收藏  |  浏览/下载：25/0  |  提交时间：2019/11/29
gully erosion  machine learning  ensemble algorithms  geomorphology  Geographic information science  Kurdistan province  
Proposing a Novel Predictive Technique for Gully Erosion Susceptibility Mapping in Arid and Semi-arid Regions (Iran) 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 21
作者:  Arabameri, Alireza;  Cerda, Artemi;  Rodrigo-Comino, Jesus;  Pradhan, Biswajeet;  Sohrabi, Masoud;  Blaschke, Thomas;  Dieu Tien Bui
收藏  |  浏览/下载：4/0  |  提交时间：2020/03/23
remote sensing  land degradation  sustainable development  statistical model  gully erosion  land management  
Groundwater spring potential modelling: Comprising the capability and robustness of three different modeling approaches 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2018, 卷号: 565, 页码: 248-261
作者:  Rahmati, Omid;  Naghibi, Seyed Amir;  Shahabi, Himan;  Dieu Tien Bui;  Pradhan, Biswajeet;  Azareh, Ali;  Rafiei-Sardooi, Elham;  Samani, Aliakbar Nazari;  Melesse, Assefa M.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
Hybrid model  Groundwater spring  Robustness  GIS  Logistic model tree  
Assessment of groundwater nitrate contamination hazard in a semi-arid region by using integrated parametric IPNOA and data-driven logistic regression models 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2018, 卷号: 190, 期号: 11
作者:  Rizeei, Hossein Mojaddadi;  Azeez, Omer Saud;  Pradhan, Biswajeet;  Khamees, Hayder Hassan
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/29
Nitrate contamination  IPNOA  GIS  Logistic regression  Groundwater hazard assessment  
Risk assessment of groundwater pollution with a new methodological framework: application of Dempster-Shafer theory and GIS 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2015, 卷号: 78, 期号: 3, 页码: 1565-1585
作者:  Neshat, Aminreza;  Pradhan, Biswajeet
Adobe PDF(4096Kb)  |  收藏  |  浏览/下载：3/2  |  提交时间：2019/11/29
Dempster-Shafer theory  GIS  Nitrate  Risk assessment  Hydrogeological parameters