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Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2022
作者:  Yaseen, Andaleeb;  Lu, Jianzhong;  Chen, Xiaoling
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Flash flood  Logistic regression  Support vector machine  Multi-layer perceptron  Ensemble classifier  
Integration of statistical models and ensemble machine learning algorithms (MLAs) for developing the novel hybrid groundwater potentiality models: a case study of semi-arid watershed in Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Almesfer, Mohammed K.;  Shahfahad;  Hang, Hoang Thi;  Rahman, Atiqur
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
Groundwater potential modelling  ensemble machine learning algorithm  statistical models  novel hybrid models  information gain ratio  
Proposing receiver operating characteristic-based sensitivity analysis with introducing swarm optimized ensemble learning algorithms for groundwater potentiality modelling in Asir region, Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Ahmed, Mohd.;  Islam, Abu Reza Md Towfiqul;  Shahfahad;  Thanh, Nguyen Viet
收藏  |  浏览/下载：2/0  |  提交时间：2021/07/30
ROC-based sensitivity  particle swarm optimization  Artificial intelligence  groundwater  Asir region  
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：5/0  |  提交时间：2022/02/12
cloud computing  groundwater potential mapping  GIS  machine learning  Iraq  
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  
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：5/0  |  提交时间：2020/05/22
Machine learning models  Bivariate models  Flood  Iraq  
新疆农村装配式轻钢-沙漠砂轻骨料混凝土剪力墙抗震性能 期刊论文
发表期刊: 农业工程学报. 出版年: 2020, 卷号: 36, 期号: 16
作者:  袁康;  郭军林;  张佳明
收藏  |  浏览/下载：3/0  |  提交时间：2021/08/05
rural areas  shear wall  desert sand lightweight aggregate concrete  steel wire mesh  quasi-static test  seismic performance  Xinjiang  
Modern weathering in outcrop samples versus ancient paleoredox information in drill core samples from a Mesoarchaean marine oxygen oasis in Pongola Supergroup, South Africa 期刊论文
发表期刊: GEOCHIMICA ET COSMOCHIMICA ACTA. 出版年: 2019, 卷号: 265, 页码: 330-353
作者:  Albut, Gueluem;  Kamber, Balz S.;  Brueske, Annika;  Beukes, Nicolas J.;  Smith, Albertus J. B.;  Schoenberg, Ronny
收藏  |  浏览/下载：3/0  |  提交时间：2020/03/23
Oxygen oasis  Mo isotopes  Fe isotopes  Iron formation  (U-234/U-238) disequilibria  Modern weathering  Mn-oxide shuttle  Mesoarchaea  
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：7/0  |  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：3/0  |  提交时间：2019/11/29
Ant colony  Hydrogeology  Arid regions  Pattern analysis  Iraq