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Improving Land Use/Cover Classification Accuracy from Random Forest Feature Importance Selection Based on Synergistic Use of Sentinel Data and Digital Elevation Model in Agriculturally Dominated Landscape 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2023, 卷号: 13, 期号: 1
作者:  Ibrahim, Sa'ad
收藏  |  浏览/下载：24/0  |  提交时间：2024/09/29
land use  land cover  classification  random forest  Sentinel data  SRTM  feature selection  accuracy  validation  
An Algorithm to Detect Endangered Cultural Heritage by Agricultural Expansion in Drylands at a Global Scale 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 1
作者:  Conesa, Francesc C.;  Orengo, Hector A.;  Lobo, Agustin;  Petrie, Cameron A.
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
endangered cultural heritage  agricultural expansion  Big Earth Data  Google Earth Engine  Copernicus  Sentinel-2  Planetscope  
Multi-criteria ground water potentiality mapping utilizing remote sensing and geophysical data: A case study within Sinai Peninsula, Egypt 期刊论文
发表期刊: EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES. 出版年: 2022, 卷号: 25, 期号: 3, 页码: 765-778
作者:  Shebl, Ali;  Abdelaziz, Mahmoud Ibrahim;  Ghazala, Hosni;  Araffa, Sultan Awad Sultan;  Abdellatif, Mahmoud;  Csamer, Arpad
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
Ground water prospecting  Analytic hierarchy process  Sentinel 2  Geoelectric data  
SMETool: A web-based tool for soil moisture estimation based on Eo-Learn framework and Machine Learning methods 期刊论文
发表期刊: ENVIRONMENTAL MODELLING & SOFTWARE. 出版年: 2022, 卷号: 157
作者:  Jarray, Noureddine;  Ben Abbes, Ali;  Rhif, Manel;  Dhaou, Hanen;  Ouessar, Mohamed;  Farah, Imed Riadh
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/20
Soil moisture estimation  Open source data  Web-based tool  Eo-learn  Machine learning  Sentinel-1A and 2A  
Global 10-m impervious surface area mapping: A big earth data based extraction and updating approach 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2022, 卷号: 109
作者:  Sun, Zhongchang;  Du, Wenjie;  Jiang, Huiping;  Weng, Qihao;  Guo, Huadong;  Han, Youmei;  Xing, Qiang;  Ma, Yuanxu
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
Impervious surface area  Human settlement  Sentinel imagery  Google Earth Engine  Big Earth data  
Soil salinity assessment from satellite data in the Trans-Ural steppe zone (Southern Ural, Russia) 期刊论文
发表期刊: SOIL SCIENCE ANNUAL. 出版年: 2021, 卷号: 72, 期号: 1
作者:  Suleymanov, Azamat;  Gabbasova, Ilyusya;  Abakumov, Evgeny;  Kostecki, Jakub
收藏  |  浏览/下载：19/0  |  提交时间：2021/11/19
Salinization  Dry residue of soil  Spectral indices  Space data  Sentinel  
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：29/0  |  提交时间：2021/07/30
Al-Lith watershed  DEM derivatives  interferometry  Sentinel-1 data  
Estimation of Winter Wheat Yield in Arid and Semiarid Regions Based on Assimilated Multi-Source Sentinel Data and the CERES-Wheat Model 期刊论文
发表期刊: SENSORS. 出版年: 2021, 卷号: 21, 期号: 4
作者:  Liu, Zhengchun;  Xu, Zhanjun;  Bi, Rutian;  Wang, Chao;  He, Peng;  Jing, Yaodong;  Yang, Wude
收藏  |  浏览/下载：41/0  |  提交时间：2021/11/29
multi-source Sentinel data  CERES-Wheat model  data assimilation  water stress  yield estimation  
A new modified spatial approach for monitoring non-perennial river water availability using remote sensing in the Tankwa Karoo, Western Cape, South Africa 期刊论文
发表期刊: WATER SA. 出版年: 2021, 卷号: 47, 期号: 3, 页码: 338-346
作者:  Seaton, Dylan;  Dube, Timothy
收藏  |  浏览/下载：11/0  |  提交时间：2021/11/29
non-perennial rivers  remote sensing  water resource management  semi-arid environments  Sentinel-1 and-2 data  South Africa  synthetic aperture radar (SAR)  
Spatial modelling for identification of groundwater potential zones in semi-arid ecosystem of southern India using Sentinel-2 data, GIS and bivariate statistical models 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 14
作者:  Kumar, Karikkathil C. Arun;  Reddy, Gangalakunta P. Obi;  Masilamani, Palanisamy;  Sandeep, Pundoor
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/29
Sentinel-2 data  Groundwater  Spatial modelling  Semi-arid ecosystem  Bivariate statistical models