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Assessing gully erosion susceptibility using topographic derived attributes, multi-criteria decision-making, and machine learning classifiers 期刊论文
发表期刊: GEOMATICS NATURAL HAZARDS & RISK. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 3035-3062
作者:  Al-Bawi, Ahmed J.;  Al-Abadi, Alaa M.;  Pradhan, Biswajeet;  Alamri, Abdullah M.
收藏  |  浏览/下载：26/0  |  提交时间：2021/11/29
Gully erosion  gullies  GIS  remote sensing  MCDM  TOPSIS  Iraq  
Modeling of Groundwater Potential Using Cloud Computing Platform: A Case Study from Nineveh Plain, Northern Iraq 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 23
作者:  Al-Ozeer, Ali ZA.;  Al-Abadi, Alaa M.;  Hussain, Tariq Abed;  Fryar, Alan E.;  Pradhan, Biswajeet;  Alamri, Abdullah;  Abdul Maulud, Khairul Nizam
收藏  |  浏览/下载：19/0  |  提交时间：2022/02/12
cloud computing  groundwater potential mapping  GIS  machine learning  Iraq  
Comparative assessment of bivariate, multivariate and machine learning models for mapping flood proneness 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2020, 卷号: 100, 期号: 2, 页码: 461-491
作者:  Al-Abadi, Alaa M.;  Al-Najar, Noor A.
收藏  |  浏览/下载：13/0  |  提交时间：2020/05/22
Machine learning models  Bivariate models  Flood  Iraq  
Selection of gridded precipitation data for Iraq using compromise programming 期刊论文
发表期刊: MEASUREMENT. 出版年: 2019, 卷号: 132, 页码: 87-98
作者:  Salman, Saleem A.;  Shahid, Shamsuddin;  Ismail, Tarmizi;  Al-Abadi, Alaa M.;  Wang, Xiao-jun;  Chung, Eun-Sung
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
Compromise programming  Gridded precipitation data  Statistical indices  Iraq  
A comparative assessment of fuzzy logic and evidential belief function models for mapping artesian zone boundary in an arid region, Iraq 期刊论文
发表期刊: JOURNAL OF HYDROINFORMATICS. 出版年: 2018, 卷号: 20, 期号: 2, 页码: 497-519
作者:  Al-Abadi, Alaa M.;  Al-Bhadili, Suaad A.;  Al-Ghanimy, Maitham A.
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
evidential belief functions  fuzzy logic  Iraq  Karbala  
Mapping flood susceptibility in an arid region of southern Iraq using ensemble machine learning classifiers: a comparative study 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2018, 卷号: 11, 期号: 9
作者:  Al-Abadi, Alaa M.
收藏  |  浏览/下载：19/0  |  提交时间：2019/11/29
Information gain ratio  Maysan  ROC  Flood  Binary classifiers  
A novel geographical information system-based Ant Miner algorithm model for delineating groundwater flowing artesian well boundary: a case study from Iraqi southern and western deserts 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2017, 卷号: 76, 期号: 15
作者:  Al-Abadi, Alaa M.
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/29
Ant colony  Hydrogeology  Arid regions  Pattern analysis  Iraq  
A GIS-Based Integrated Fuzzy Logic and Analytic Hierarchy Process Model for Assessing Water-Harvesting Zones in Northeastern Maysan Governorate, Iraq 期刊论文
发表期刊: ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING. 出版年: 2017, 卷号: 42, 期号: 6, 页码: 2487-2499
作者:  Al-Abadi, Alaa M.;  Shahid, Shamsuddin;  Ghalib, Hussein B.;  Handhal, Amna M.
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
Water harvesting  Fuzzy logic  Analytic hierarchy process  Geographical information system  Iraq  
Spatial mapping of artesian zone at Iraqi southern desert using a GIS-based random forest machine learning model 期刊论文
发表期刊: MODELING EARTH SYSTEMS AND ENVIRONMENT. 出版年: 2016, 卷号: 2, 期号: 2
作者:  Al-Abadi, Alaa M.;  Shahid, Shamsuddin
收藏  |  浏览/下载：73/0  |  提交时间：2021/01/08
Random forest  Groundwater  Southern desert of Iraq  ROC  GIS  
A GIS-based combining of frequency ratio and index of entropy approaches for mapping groundwater availability zones at Badra-Al Al-Gharbi-Teeb areas, Iraq 期刊论文
发表期刊: SUSTAINABLE WATER RESOURCES MANAGEMENT. 出版年: 2016, 卷号: 2, 期号: 3, 页码: 265-283
作者:  Al-Abadi, Alaa M.;  Al-Temmeme, Amar A.;  Al-Ghanimy, Maitham A.
收藏  |  浏览/下载：9/0  |  提交时间：2021/01/08
Groundwater  GIS  ROC  Iraq