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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  
Determination of land restoration potentials in the semi-arid areas of Chad using systematic monitoring and mapping techniques 期刊论文
发表期刊: AGROFORESTRY SYSTEMS. 出版年: 2022
作者:  Takoutsing, Bertin;  Winowiecki, Leigh Ann;  Bargues-Tobella, Aida;  Vagen, Tor-Gunnar
收藏  |  浏览/下载：35/0  |  提交时间：2022/03/17
Land restoration  Land degradation  Ecosystem indicators  Soil organic carbon  Drylands  
Leveraging Google Earth Engine platform to characterize and map small seasonal wetlands in the semi-arid environments of South Africa 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 803
作者:  Gxokwe, Siyamthanda;  Dube, Timothy;  Mazvimavi, Dominic
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/19
Limpopo River Basin  Object-based classification  Machine learning algorithm  Wetland mapping  Wetland condition  
Dynamic simulation of future date palm plantation (Phoenix dactylifera L.) growth using CA-Markov model and FAO-LCCS data in Algerian dryland oases desert 期刊论文
发表期刊: MODELING EARTH SYSTEMS AND ENVIRONMENT. 出版年: 2021
作者:  Mihi, Ali
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
Algeria  WaPOR  FAO-LCCS  CA-Markov  DPP  
Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Pal, Subodh Chandra;  Saha, Asish;  Chowdhuri, Indrajit;  Adeli, Behzad;  Janizadeh, Saeid;  Dineva, Adrienn A.;  Wang, Xiaojing;  Mosavi, Amirhosein
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
Groundwater potential mapping  groundwater management  hybrid deep learning  deep boosting  ROC-AUC  artificial intelligence  
Deep learning and boosting framework for piping erosion susceptibility modeling: spatial evaluation of agricultural areas in the semi-arid region 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Janizadeh, Saeid;  Bhunia, Gouri Sankar;  Bera, Amit;  Quoc Bao Pham;  Nguyen Thi Thuy Linh;  Balogun, Abdul-Lateef;  Wang, Xiaojing
收藏  |  浏览/下载：11/0  |  提交时间：2021/07/30
Piping erosion  agriculture land use  machine learning  deep boosting  Zarandieh watershed  
Modelling species distributions and environmental suitability highlights risk of plant invasions in western United States 期刊论文
发表期刊: DIVERSITY AND DISTRIBUTIONS. 出版年: 2021, 卷号: 27, 期号: 4, 页码: 710-728
作者:  McMahon, Devin E.;  Urza, Alexandra K.;  Brown, Jessi L.;  Phelan, Conor;  Chambers, Jeanne C.
收藏  |  浏览/下载：20/0  |  提交时间：2021/07/30
arid  AUPRC  climate suitability  forbs  grasses  invasive plants  semi-arid  species distribution modelling  western USA  
Detecting and mapping mature, medium, and young age date palms in the arid lands of Abu Dhabi, using hierarchical integrated approach (HIA) 期刊论文
发表期刊: REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT. 出版年: 2021, 卷号: 23
作者:  Dahy, Basam;  Issa, Salem;  Saleous, Nazmi
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
Landsat-8 OLI  WV-2  Multi sensors  LULC mapping  Hybrid classification  GIS  
Agro-ecological landuse transformation in oasis systems of Al Jabal Al Akhdar, northern Oman 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2021, 卷号: 11, 期号: 1
作者:  Buerkert, Andreas;  Dix, Bryan Adam;  Al Rawahi, Mohamed Nasser;  Schlecht, Eva
收藏  |  浏览/下载：11/0  |  提交时间：2021/07/30
Prediction of ecological and geological niches of Salvadora oleoides in arid zones of India: causes and consequences of global warming 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 6
作者:  Bhandari, Maneesh S.;  Shankhwar, Rajeev;  Maikhuri, Sandeep;  Pandey, Shailesh;  Meena, Rajendra K.;  Ginwal, Harish S.;  Kant, Rama;  Rawat, Parveen S.;  Cacador Martins-Ferreira, Marco Antonio;  Carrera Silveira, Livia Helena
收藏  |  浏览/下载：26/0  |  提交时间：2021/07/30
Salvadora oleoides  MaxEnt model  Koppen-Geiger climate classification system  Geological analysis