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Accuracy assessment of remotely sensed data to analyze lake water balance in semi-arid region 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 797
作者:  Bhattacharjee, Joy;  Rabbil, Mehedi;  Fazel, Nasim;  Darabi, Hamid;  Choubin, Bahram;  Khan, Md. Motiur Rahman;  Marttila, Hannu;  Haghighi, Ali Torabi
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/19
Inland water  Scenario  Water management  Meteorological data  
Earth fissure hazard prediction using machine learning models 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH. 出版年: 2019, 卷号: 179
作者:  Choubin, Bahram;  Mosavi, Amir;  Alamdarloo, Esmail Heydari;  Hosseini, Farzaneh Sajedi;  Shamshirband, Shahaboddin;  Dashtekian, Kazem;  Ghamisi, Pedram
收藏  |  浏览/下载：18/0  |  提交时间：2020/03/23
Hazard prediction  Geohazard  Earth fissure  Machine learning  
Contribution of climatic variability and human activities to stream flow changes in the Haraz River basin, northern Iran 期刊论文
发表期刊: JOURNAL OF HYDRO-ENVIRONMENT RESEARCH. 出版年: 2019, 卷号: 25, 页码: 12-24
作者:  Pirnia, Abdollah;  Darabi, Hamid;  Choubin, Bahram;  Omidvar, Ebrahim;  Onyutha, Charles;  Haghighi, Ali Torabi
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/29
Trend analysis  Climatic variability  Anthropogenic activities  SWAT model  Water balance  Annual and seasonal stream flow  Haraz River basin  
Drought modeling: a comparative study between time series and neuro-fuzzy approaches 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2018, 卷号: 11, 期号: 17
作者:  Rafiei-Sardooi, Elham;  Mohseni-Saravi, Mohsen;  Barkhori, Saeed;  Azareh, Ali;  Choubin, Bahram;  Jafari-Shalamzar, Masoud
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/29
Drought  Jiroft plain  Neuro-fuzzy  SPI  Time-series model  
A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2018, 卷号: 644, 页码: 954-962
作者:  Sajedi-Hosseini, Farzaneh;  Malekian, Arash;  Choubin, Bahram;  Rahmati, Omid;  Cipullo, Sabrina;  Coulon, Frederic;  Pradhan, Biswajeet
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/29
Groundwater pollution  Nitrate  Probability  Risk  Vulnerability  GIS  
Combined gamma and M-test-based ANN and ARIMA models for groundwater fluctuation forecasting in semiarid regions 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2017, 卷号: 76, 期号: 15
作者:  Choubin, Bahram;  Malekian, Arash
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/29
Groundwater level  Artificial neural network  ARIMA  Forecasting  Gamma test  M-test  
Application of several data-driven techniques to predict a standardized precipitation index 期刊论文
发表期刊: ATMOSFERA. 出版年: 2016, 卷号: 29, 期号: 2, 页码: 121-128
作者:  Choubin, Bahram;  Malekian, Arash;  Golshan, Mohammad
Adobe PDF(333Kb)  |  收藏  |  浏览/下载：18/7  |  提交时间：2019/11/29
Standardized precipitation index (SPI)  climate signals  multi-layer perceptron (MLP)  adaptive neuro-fuzzy inference system (ANFIS)  M5P model tree  Taylor diagrams