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Sediment yield and soil erosion assessment by using empirical models for Shazand watershed, a semi-arid area in center of Iran 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2022
作者:  Rajabi, Ali M.;  Yavari, A.;  Cheshomi, A.
收藏  |  浏览/下载：16/0  |  提交时间：2022/03/17
Erosion  GIS  MPSIAC  EPM  Shazand watershed  Remote sensing  Sediment yield  
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  
Developing scoring functions for soil quality to assess land suitability for irrigated wheat in Southern Algeria 期刊论文
发表期刊: SOIL USE AND MANAGEMENT. 出版年: 2022
作者:  Mihoub, Adil;  Koull, Naima;  Helimi, Samia;  Elhafed Kherraze, Mohammed;  Mokhtari, Sakher;  Pulido Fernandez, Manuel
收藏  |  浏览/下载：16/0  |  提交时间：2021/11/29
multivariate analysis  scoring functions  soil quality indicators  soil suitability  sustainable land use  wheat  
Utilization of Landsat-8 (OLI) Image Data for Geological Mapping of the Neo-Proterozoic Basement Rocks in the Central Eastern Desert of Egypt 期刊论文
发表期刊: JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING. 出版年: 2022
作者:  Kamel, Mostafa;  Abdeen, Mamdouh M.;  Youssef, Mostafa M.;  Orabi, Ahmed M.;  Abdelbaky, Elsayed
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Landsat-8 (OLI) data  Image processing  Lithological mapping  Igla area  Central Eastern Desert  
A Planted Forest Mapping Method Based on Long-Term Change Trend Features Derived from Dense Landsat Time Series in an Ecological Restoration Region 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 4
作者:  Meng, Yuanyuan;  Wei, Caiyong;  Guo, Yanpei;  Tang, Zhiyao
收藏  |  浏览/下载：35/0  |  提交时间：2022/03/17
planted forests  long-term change trend features  Landsat time series  Google Earth Engine  random forest  NDVI  
Using remote sensing data for geological mapping in semi-arid environment: a machine learning approach 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2022, 卷号: 15, 期号: 1, 页码: 485-496
作者:  El Alaoui El Fels, Abdelhafid;  El Ghorfi, Mustapha
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
Aster imagery  Lithological classification  Machine learning  Semi-arid  
Vegetation Mapping in the Permafrost Region: A Case Study on the Central Qinghai-Tibet Plateau 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 1
作者:  Zou, Defu;  Zhao, Lin;  Liu, Guangyue;  Du, Erji;  Hu, Guojie;  Li, Zhibin;  Wu, Tonghua;  Wu, Xiaodong;  Chen, Jie
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
vegetation mapping  alpine swamp meadow  random forest  permafrost region  Qinghai-Tibet Plateau  
Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2022, 卷号: 69, 期号: 2
作者:  Aksoy, Samet;  Yildirim, Aylin;  Gorji, Taha;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Random forest and naive Bayes approaches as tools for flash flood hazard susceptibility prediction, South Ras El-Zait, Gulf of Suez Coast, Egypt 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 3
作者:  Abu El-Magd, Sherif Ahmed
收藏  |  浏览/下载：47/0  |  提交时间：2022/03/17
Machine learning  Flash flood model  Naive Bayes  Random forest  Wadi El-Dib  Egypt  
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：15/0  |  提交时间：2021/11/19
Limpopo River Basin  Object-based classification  Machine learning algorithm  Wetland mapping  Wetland condition