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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  
Application of extreme gradient boosting and parallel random forest algorithms for assessing groundwater spring potential using DEM-derived factors 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2020, 卷号: 589
作者:  Naghibi, Seyed Amir;  Hashemi, Hossein;  Berndtsson, Ronny;  Lee, Saro
收藏  |  浏览/下载：4/0  |  提交时间：2021/01/07
Groundwater potential  Data scarcity  Parallel random forest  Extreme gradient boosting  GIS  
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  
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  
A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2018, 卷号: 131, 期号: 3-4, 页码: 967-984
作者:  Naghibi, Seyed Amir;  Pourghasemi, Hamid Reza;  Abbaspour, Karim
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
Groundwater mapping  Soft computing models  Geographic information system  Iran  
Groundwater potential mapping using C5.0, random forest, and multivariate adaptive regression spline models in GIS 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2018, 卷号: 190, 期号: 3
作者:  Golkarian, Ali;  Naghibi, Seyed Amir;  Kalantar, Bahareh;  Pradhan, Biswajeet
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Iran  Modeling  Mapping  R statistical software  Geographic information system  
Evaluation of four supervised learning methods for groundwater spring potential mapping in Khalkhal region (Iran) using GIS-based features 期刊论文
发表期刊: HYDROGEOLOGY JOURNAL. 出版年: 2017, 卷号: 25, 期号: 1, 页码: 169-189
作者:  Naghibi, Seyed Amir;  Dashtpagerdi, Mostafa Moradi
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/29
R statistical software  Groundwater exploration  Groundwater management  Geographic information system  Iran  
Assessment of a spatial multi-criteria evaluation to site selection underground dams in the Alborz Province, Iran 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2016, 卷号: 31, 期号: 6, 页码: 628-646
作者:  Chezgi, Javad;  Pourghasemi, Hamid Reza;  Naghibi, Seyed Amir;  Moradi, Hamid Reza;  Zarkesh, Mirmasoud Kheirkhah
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/29
Alborz Province  analytical hierarchy process  site selection  underground dam  SMCE