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DEM resolution effects on machine learning performance for flood probability mapping 期刊论文
发表期刊: JOURNAL OF HYDRO-ENVIRONMENT RESEARCH. 出版年: 2022, 卷号: 40
作者:  Avand, Mohammadtaghi;  Kuriqi, Alban;  Khazaei, Majid;  Ghorbanzadeh, Omid
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
Heterogeneous data  Flood modelling  Random forest (RF)  Artificial neural network (ANN)  Generalized linear model (GLM)  
Integration of Sentinel-1 and Sentinel-2 Data with the G-SMOTE Technique for Boosting Land Cover Classification Accuracy 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2021, 卷号: 11, 期号: 21
作者:  Ebrahimy, Hamid;  Naboureh, Amin;  Feizizadeh, Bakhtiar;  Aryal, Jagannath;  Ghorbanzadeh, Omid
收藏  |  浏览/下载：20/0  |  提交时间：2022/02/12
Machine Learning (ML)  Geometric Synthetic Minority Over-Sampling Technique (G-SMOTE)  land cover mapping  European Space Agency (ESA)  class imbalance problem  
Application of Probabilistic and Machine Learning Models for Groundwater Potentiality Mapping in Damghan Sedimentary Plain, Iran 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 24
作者:  Arabameri, Alireza;  Roy, Jagabandhu;  Saha, Sunil;  Blaschke, Thomas;  Ghorbanzadeh, Omid;  Dieu Tien Bui
收藏  |  浏览/下载：5/0  |  提交时间：2020/03/23
groundwater potential mapping (GWPM)  probabilistic models  machine learning algorithms  sensitivity analysis  Damghan sedimentary plain