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Land use and cover change and influencing factor analysis in the Shiyang River Basin, China 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2024, 卷号: 16, 期号: 2, 页码: 246-265
作者:  Zhao, Yaxuan;  Cao, Bo;  Sha, Linwei;  Cheng, Jinquan;  Zhao, Xuanru;  Guan, Weijin;  Pan, Baotian
收藏  |  浏览/下载：38/0  |  提交时间：2024/10/04
land use and cover classification  land use and cover change (LUCC)  climate change  random forest  accuracy assessment  three-dimensional sampling method  Shiyang River Basin  
Seasonal dynamics of land surface temperature and urban thermal comfort with land use land cover pattern in semi-arid Indian cities: Insights for sustainable Urban Management 期刊论文
发表期刊: URBAN CLIMATE. 出版年: 2024, 卷号: 57
作者:  Shahfahad;  Talukdar, Swapan;  Naikoo, Mohd Waseem;  Rihan, Mohd;  Mohammad, Pir;  Rahman, Atiqur
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Land surface temperature  Land use land cover  Seasonal urban thermal comfort  Random Forest regression  Semi-arid cities  
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：30/0  |  提交时间：2024/09/29
land use  land cover  classification  random forest  Sentinel data  SRTM  feature selection  accuracy  validation  
Woody plant cover trends and potential drivers in the Horqin temperate steppe, northeast China: Remote sensing-based computation and modeling 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2023, 卷号: 146
作者:  Chen, Qian;  Yang, Xiaohui;  Kwon, SeMyung;  Li, Yiran;  Liu, Jiankang;  Zhang, Kebin
收藏  |  浏览/下载：28/0  |  提交时间：2024/09/29
Semi -arid steppe  Woody plant cover  Driver analysis  Random forest  Boosted regression tree  
Multi-Year Cereal Crop Classification Model in a Semi-Arid Region Using Sentinel-2 and Landsat 7-8 Data 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2023, 卷号: 13, 期号: 8
作者:  Khlif, Manel;  Escorihuela, Maria Jose;  Bellakanji, Aicha Chahbi;  Paolini, Giovanni;  Kassouk, Zeineb;  Chabaane, Zohra Lili
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/29
land cover classification  early cereal classification  sentinel 2  Landsat  random forest  
Mapping and Monitoring Spatio-Temporal Patterns of Rainfed Agriculture Lands of North Darfur State, Sudan, Using Earth Observation Data 期刊论文
发表期刊: LAND. 出版年: 2023, 卷号: 12, 期号: 2
作者:  Altoom, Mohammed B. B.;  Adam, Elhadi;  Ali, Khalid Adem
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
remote sensing  Sudan  change detection  random forest classifier  land cover  
Assessment of forest cover changes using multi-temporal Landsat observation 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2023
作者:  Moradi, Elahe;  Sharifi, Alireza
收藏  |  浏览/下载：56/0  |  提交时间：2022/03/17
Forest cover change  Landsat data  Convolutional neural networks  Change detection  Zagros forests  
Remote sensing strategies to monitoring land use maps with AVHRR and MODIS data over the South Asia regions 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 11, 页码: 31718-31731
作者:  Ali, Shahzad;  Qi, Huang An;  Henchiri, Malak;  Sha, Zhang;  Khan, Fahim Ullah;  Sajid, Muhammad;  Zhang, Jiahua
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/29
Random forest classification  Precision assessment  AVHRR GIMMS NDVI3g  Land use and land cover  South Asia  
Spatial-Temporal and Driving Factors of Land Use/Cover Change in Mongolia from 1990 to 2021 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 7
作者:  Hao, Junming;  Lin, Qingrun;  Wu, Tonghua;  Chen, Jie;  Li, Wangping;  Wu, Xiaodong;  Hu, Guojie;  La, Yune
收藏  |  浏览/下载：29/0  |  提交时间：2024/09/29
land use/cover  Google Earth engine  random forest model  Mongolia  
High Resolution Forest Masking for Seasonal Monitoring with a Regionalized and Colourimetrically Assisted Chorologic Typology 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 14
作者:  Aravena, Ricardo A. A.;  Lyons, Mitchell B. B.;  Keith, David A. A.
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/29
high resolution  tree cover  forest mask  inter-seasonal monitoring  regionalisation  colourimetry  holistic reduction