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GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 15
作者:  Lei, Xinxiang;  Chen, Wei;  Avand, Mohammadtaghi;  Janizadeh, Saeid;  Kariminejad, Narges;  Shahabi, Hejar;  Costache, Romulus;  Shahabi, Himan;  Shirzadi, Ataollah;  Mosavi, Amir
收藏  |  浏览/下载：7/0  |  提交时间：2021/01/07
machine learning  GIS  gully erosion  susceptibility mapping  head-cut erosion  Iran  
GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2020, 卷号: 10, 期号: 6
作者:  Viet-Ha Nhu;  Janizadeh, Saeid;  Avand, Mohammadtaghi;  Chen, Wei;  Farzin, Mohsen;  Omidvar, Ebrahim;  Shirzadi, Ataollah;  Shahabi, Himan;  Clague, John J.;  Jaafari, Abolfazl;  Mansoorypoor, Fatemeh;  Binh Thai Pham;  Bin Ahmad, Baharin;  Lee, Saro
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/01
gully erosion  watershed management  machine learning  hybrid models  GIS  Iran  
Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naive Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 出版年: 2020, 卷号: 17, 期号: 8
作者:  Viet-Ha Nhu;  Shirzadi, Ataollah;  Shahabi, Himan;  Singh, Sushant K.;  Al-Ansari, Nadhir;  Clague, John J.;  Jaafari, Abolfazl;  Chen, Wei;  Miraki, Shaghayegh;  Dou, Jie;  Luu, Chinh;  Gorski, Krzysztof;  Binh Thai Pham;  Huu Duy Nguyen;  Bin Ahmad, Baharin
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/01
Shallow landslide  artificial intelligence  prediction accuracy  logistic model tree  goodness-of-fit  Iran  
Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran 期刊论文
发表期刊: FORESTS. 出版年: 2020, 卷号: 11, 期号: 4
作者:  Viet-Ha Nhu;  Shirzadi, Ataollah;  Shahabi, Himan;  Chen, Wei;  Clague, John J.;  Geertsema, Marten;  Jaafari, Abolfazl;  Avand, Mohammadtaghi;  Miraki, Shaghayegh;  Asl, Davood Talebpour;  Binh Thai Pham;  Bin Ahmad, Baharin;  Lee, Saro
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/01
shallow landslide  machine learning  goodness-of-fit  over-fitting  GIS  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  
New Ensemble Models for Shallow Landslide Susceptibility Modeling in a Semi-Arid Watershed 期刊论文
发表期刊: FORESTS. 出版年: 2019, 卷号: 10, 期号: 9
作者:  Dieu Tien Bui;  Shirzadi, Ataollah;  Shahabi, Himan;  Geertsema, Marten;  Omidvar, Ebrahim;  Clague, John J.;  Binh Thai Pham;  Dou, Jie;  Asl, Dawood Talebpour;  Bin Ahmad, Baharin;  Lee, Saro
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
shallow landslide  machine learning  goodness-of-fit  factor selection  GIS  Iran