Arid

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Evaluating the ecological vulnerability of Chongqing using deep learning 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 36, 页码: 86365-86379
作者:  Wu, Jun-Yi;  Liu, Hong;  Li, Tong;  Ou-Yang, Yuan;  Zhang, Jing-Hua;  Zhang, Teng-Jiao;  Huang, Yong;  Gao, Wen-Long;  Shao, Lu
收藏  |  浏览/下载:25/0  |  提交时间:2024/09/29
Chongqing China  Convolutional neural network  Deep neural network  Ecosystem  Evaluation map  Karst mountain  Random forest  Three Gorges  
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:38/0  |  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:32/0  |  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:15/0  |  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:23/0  |  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:20/0  |  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:20/0  |  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:17/0  |  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:17/0  |  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:21/0  |  提交时间:2019/11/29
Information gain ratio  Maysan  ROC  Flood  Binary classifiers