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Large-scale dynamic flood monitoring in an arid-zone floodplain using SAR data and hybrid machine-learning models 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2022, 卷号: 611
作者:  Panahi, Mahdi;  Rahmati, Omid;  Kalantari, Zahra;  Darabi, Hamid;  Rezaie, Fatemeh;  Moghaddam, Davoud Davoudi;  Ferreira, Carla Sofia Santos;  Foody, Giles;  Aliramaee, Ramyar;  Bateni, Sayed M.;  Lee, Chang-Wook;  Lee, Saro
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
Flooding  Natural disasters  Spatial prediction  Remote sensing  
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：18/0  |  提交时间：2020/07/01
gully erosion  watershed management  machine learning  hybrid models  GIS  Iran  
Novel Ensemble of MCDM-Artificial Intelligence Techniques for Groundwater-Potential Mapping in Arid and Semi-Arid Regions (Iran) 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 3
作者:  Arabameri, Alireza;  Lee, Saro;  Tiefenbacher, John P.;  Phuong Thao Thi Ngo
收藏  |  浏览/下载：14/0  |  提交时间：2020/05/22
modeling  random forest  frequency ration  VIKOR model  Bastam watershed  
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：17/0  |  提交时间：2020/07/01
shallow landslide  machine learning  goodness-of-fit  over-fitting  GIS  Iran  
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：10/0  |  提交时间：2021/01/07
Groundwater potential  Data scarcity  Parallel random forest  Extreme gradient boosting  GIS  
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：22/0  |  提交时间：2021/01/07
land degradation  gully erosion  random partitioning approaches  machine learning algorithm  jackknife test  
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：45/0  |  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：17/0  |  提交时间：2019/11/29
shallow landslide  machine learning  goodness-of-fit  factor selection  GIS  Iran  
Modelling gully-erosion susceptibility in a semi-arid region, Iran: Investigation of applicability of certainty factor and maximum entropy models 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2019, 卷号: 655, 页码: 684-696
作者:  Azareh, Ali;  Rahmati, Omid;  Rafiei-Sardooi, Elham;  Sankey, Joel B.;  Lee, Saro;  Shahabi, Himan;  Bin Ahmad, Baharin
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/29
Gully  Erosion  GESM  Certainty factor  Maximum entropy  Machine learning  
Spatial analysis of groundwater potential using weights-of-evidence and evidential belief function models and remote sensing 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2016, 卷号: 9, 期号: 1
作者:  Tahmassebipoor, Naser;  Rahmati, Omid;  Noormohamadi, Farhad;  Lee, Saro
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/29
Groundwater potential modelling  GIS & RS  Weights-of-evidence  Evidential belief function  Iran