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Monitoring and evaluation of vegetation restoration in the Ebinur Lake Wetland National Nature Reserve under lockdown protection 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2024, 卷号: 15
作者:  Xia, Nan;  Tang, Yuqian;  Tang, Mengying;  Quan, Weilin;  Xu, Zhanjiang;  Zhang, Bowen;  Xiao, Yuxuan;  Ma, Yonggang
收藏  |  浏览/下载：42/0  |  提交时间：2024/10/04
Ebinur Lake Wetland National Nature Reserve  geographical detector  multisource remote sensing  NDVI  vegetation trend  
Monitoring and forecasting desertification and land degradation using remote sensing and machine learning techniques in Sistan plain, Iran 期刊论文
发表期刊: JOURNAL OF AFRICAN EARTH SCIENCES. 出版年: 2024, 卷号: 218
作者:  Hashemi, Zohreh;  Sodaeizadeh, Hamid;  Mokhtari, Mohammad Hossien;  Ardakani, Mohammad Ali Hakimzadeh;  Aliabadi, Kazem Kamali
收藏  |  浏览/下载：63/0  |  提交时间：2024/10/04
Desertification  Remote sensing  Machine learning  Sistan plain  
Lithological Discrimination of Khyber Range Using Remote Sensing and Machine Learning Algorithms 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2024, 卷号: 14, 期号: 12
作者:  Ali, Sajid;  Li, Huan;  Ali, Asghar;  Hassan, Jubril Izge
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
remote sensing  machine learning  SVM  MLC  lithology  ASTER  OLI  Khyber  
Exploring the Dynamics of Land Surface Temperature in Jordan's Local Climate Zones: A Comprehensive Assessment through Landsat Entire Archive and Google Earth Engine 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2024, 卷号: 15, 期号: 3
作者:  Hazaymeh, Khaled;  Zeitoun, Mohammad;  Almagbile, Ali;  Al Refaee, Areej
收藏  |  浏览/下载：28/0  |  提交时间：2024/10/04
local warming  Google Earth Engine (GEE)  Mann-Kendall  Sen's slope  trend analysis  
Assessing and segmenting salt-affected soils using in-situ EC measurements, remote sensing, and a modified deep learning MU-NET convolutional neural network 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2024, 卷号: 81
作者:  El-Rawy, Mustafa;  Sayed, Sally Y.;  Abdelrahman, Mohamed A. E.;  Makhloof, Atef;  Al-Arifi, Nassir;  Abd-Ellah, Mahmoud Khaled
收藏  |  浏览/下载：32/0  |  提交时间：2024/10/04
Soil salinity  Artificial neural networks  Deep learning  Remote sensing  Salinity indices  
Assessment of spatio-temporal dynamics of land degradation and desertification in Pakistan and its impact on agriculture productivity 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2024
作者:  Ul Hissan, Riaz;  Shafiq, Hamza;  Nassani, Abdelmohsen A.;  Parveen, Nusrat;  Hussain, Bilal;  Radulescu, Magdalena
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
Agricultural productivity  Climate change  Cloud computing platform  Desertification  Land degradation  
Integrating remote sensing classification techniques for land use mapping in semi-arid regions: a case study of the Tamlouka basin, Algeria 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 7
作者:  Bouchagoura, Louiza;  Medjani, Fethi;  Zahi, Faouzi;  Djidel, Mohamed
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Classification  Combination  Vectorization  Extraction  Maps  
Spatial variability of some heavy metals in arid harrats soils: Combining machine learning algorithms and synthetic indexes based-multitemporal Landsat 8/9 to establish background levels 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 234
作者:  Sulieman, Magboul M.;  Kaya, Fuat;  Keshavarzi, Ali;  Hussein, Abdullahi M.;  Al-Farraj, Abdullah S.;  Brevik, Eric C.
收藏  |  浏览/下载：46/0  |  提交时间：2024/10/04
Digital soil mapping  Environmental covariates  Geogenic origin  Harmful metals  Multivariate statistical analysis  
A method for robust estimation of snow seasonality metrics from Landsat and Sentinel-2 time series data over Atlas Mountains scale using Google Earth Engine 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2024, 卷号: 39, 期号: 1
作者:  El Jabiri, Youssra;  Boudhar, Abdelghani;  Htitiou, Abdelaziz;  Sproles, Eric A.;  Bousbaa, Mostafa;  Bouamri, Hafsa;  Chehbouni, Abdelghani
收藏  |  浏览/下载：32/0  |  提交时间：2024/10/04
Snow metrics  Landsat 8  Sentinel 2  Google Earth Engine  cloud masking  gap filling  
Spatio-temporal prediction of land use and land cover change in Bahi (Manyoni) Catchment, Tanzania, using multilayer perceptron neural network and cellular automata-Markov chain model 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 1
作者:  Hersi, Naima A. M.;  Mulungu, Deogratias M. M.;  Nobert, Joel
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
CA-Markov chain model  LULC change detection  MLP neural network (MLP-NN)  Semi-arid region  Support vector machine (SVM)  Tanzania