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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  
Delineating MAR Sites Using GIS-MCDA for Nuweiba Alluvial Fan Aquifer, Sinai, Egypt 期刊论文
发表期刊: WATER. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Soliman, Karim;  Sallam, Osama M.;  Schueth, Christoph
收藏  |  浏览/下载：18/0  |  提交时间：2022/03/17
water resources sustainability  arid climate coastal aquifer  MAR  GIS-MCDA  
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)  
Runoff and focused groundwater-recharge response to flooding rains in the arid zone of Australia 期刊论文
发表期刊: HYDROGEOLOGY JOURNAL. 出版年: 2021, 卷号: 29, 期号: 2, 页码: 737-764
作者:  Acworth, R. Ian;  Rau, Gabriel C.;  Cuthbert, Mark O.;  Leggett, Keith;  Andersen, Martin S.
收藏  |  浏览/下载：16/0  |  提交时间：2021/07/30
Groundwater recharge  water budget  Rainfall  runoff  Equipment  field techniques  Geophysical methods  Australia  
The ecohydrological impact of water resource developments through inundation regime analysis of a large semi-arid floodplain 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 596
作者:  Karimi, S. Shaeri;  Saintilan, N.;  Wen, L.;  Valavi, R.;  Cox, J.
收藏  |  浏览/下载：28/0  |  提交时间：2021/07/30
Overbank flow  Water development scenarios  Predictive inundation mapping  Waterbird  Vegetation  Grazing  
Volumetric Quantification of Flash Flood Using Microwave Data on a Watershed Scale in Arid Environments, Saudi Arabia 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 8
作者:  Budiman, Jaka;  Bahrawi, Jarbou;  Hidayatulloh, Asep;  Almazroui, Mansour;  Elhag, Mohamed
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Al-Lith watershed  DEM derivatives  interferometry  Sentinel-1 data  
Integration of the Analytical Hierarchy Process and GIS Spatial Distribution Model to Determine the Possibility of Runoff Water Harvesting in Dry Regions: Wadi Watir in Sinai as a Case Study 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 6
作者:  Elewa, Hossam H.;  Zelenakova, Martina;  Nosair, Ahmed M.
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
remote sensing (RS)  runoff water harvesting (RWH)  multi-parametric decision spatial model (MPDSM)  analytical hierarchy process (AHP)  dry regions  
Mapping Opuntia stricta in the Arid and Semi-Arid Environment of Kenya Using Sentinel-2 Imagery and Ensemble Machine Learning Classifiers 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 8
作者:  Muthoka, James M.;  Salakpi, Edward E.;  Ouko, Edward;  Yi, Zhuang-Fang;  Antonarakis, Alexander S.;  Rowhani, Pedram
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
invasive plant species  remote sensing  extreme gradient boost  random forest  spectral indices  topographic indices  
Flood hazard areas assessment at a regional scale in M'zi wadi basin, Algeria 期刊论文
发表期刊: JOURNAL OF AFRICAN EARTH SCIENCES. 出版年: 2021, 卷号: 182
作者:  Hamlat, Abdelkader;  Kadri, Chadli Bendjedid;  Guidoum, Azeddine;  Bekkaye, Hadda
收藏  |  浏览/下载：21/0  |  提交时间：2021/11/19
Analytic hierarchy   process  Flood susceptibility  Hazard assessment  Geography information system   M'zi wadi  Rainfall-runoff-inundation model  
Vulnerability mapping and risk analysis of sand and dust storms in Ahvaz, IRAN 期刊论文
发表期刊: ENVIRONMENTAL POLLUTION. 出版年: 2021, 卷号: 279
作者:  Boloorani, Ali Darvishi;  Shorabeh, Saman Nadizadeh;  Samany, Najmeh Neysani;  Mousivand, Alijafar;  Kazemi, Yasin;  Jaafarzadeh, Nemat;  Zahedi, Amir;  Rabiei, Javad
收藏  |  浏览/下载：2/0  |  提交时间：2021/07/30
Sand and dust storms  Vulnerability mapping  Risk analysis  GIS spatial analysis  and Ahvaz-Iran