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Pixel and Object-Based Machine Learning Classification Schemes for Lithological Mapping Enhancement of Semi-Arid Regions Using Sentinel-2A Imagery: A Case Study of the Southern Moroccan Meseta 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 119262-119278
作者:  Serbouti, Imane;  Raji, Mohammed;  Hakdaoui, Mustapha;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah M.
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
Lithological mapping  sentinel-2A  SVM-GEOBIA  remote sensing  moroccan meseta  
Assessing gully erosion susceptibility using topographic derived attributes, multi-criteria decision-making, and machine learning classifiers 期刊论文
发表期刊: GEOMATICS NATURAL HAZARDS & RISK. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 3035-3062
作者:  Al-Bawi, Ahmed J.;  Al-Abadi, Alaa M.;  Pradhan, Biswajeet;  Alamri, Abdullah M.
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
Gully erosion  gullies  GIS  remote sensing  MCDM  TOPSIS  Iraq  
Modeling of Groundwater Potential Using Cloud Computing Platform: A Case Study from Nineveh Plain, Northern Iraq 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 23
作者:  Al-Ozeer, Ali ZA.;  Al-Abadi, Alaa M.;  Hussain, Tariq Abed;  Fryar, Alan E.;  Pradhan, Biswajeet;  Alamri, Abdullah;  Abdul Maulud, Khairul Nizam
收藏  |  浏览/下载：5/0  |  提交时间：2022/02/12
cloud computing  groundwater potential mapping  GIS  machine learning  Iraq  
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  
Water Resources Management Through Flood Spreading Project Suitability Mapping Using Frequency Ratio, k-nearest Neighbours, and Random Forest Algorithms 期刊论文
发表期刊: NATURAL RESOURCES RESEARCH. 出版年: 2020, 卷号: 29, 期号: 3, 页码: 1915-1933
作者:  Naghibi, Seyed Amir;  Vafakhah, Mehdi;  Hashemi, Hossein;  Pradhan, Biswajeet;  Alavi, Seyed Jalil
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/01
Flood spreading project  Artificial recharge  Random forest  Hydrogeology  Data mining  
Novel Machine Learning Approaches for Modelling the Gully Erosion Susceptibility 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 17
作者:  Arabameri, Alireza;  Nalivan, Omid Asadi;  Pal, Subodh Chandra;  Chakrabortty, Rabin;  Saha, Asish;  Lee, Saro;  Pradhan, Biswajeet;  Dieu Tien Bui
收藏  |  浏览/下载：8/0  |  提交时间：2021/01/07
land degradation  gully erosion  random partitioning approaches  machine learning algorithm  jackknife test  
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 Collaborative Change Detection Approach on Multi-Sensor Spatial Imagery for Desert Wetland Monitoring after a Flash Flood in Southern Morocco 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 9
作者:  Hakdaoui, Sofia;  Emran, Anas;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Fils, Salomon Cesar Nguemhe
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
categorical processing  collaborative change detection  remote sensing  GIS  wet land monitoring  Morocco  
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  
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