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Long-term continuous changes of vegetation cover in desert oasis of a hyper-arid endorheic basin with LandTrendr algorithm 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2024, 卷号: 166
作者:  Shen, Qin;  Gao, Guangyao;  Duan, Yixuan;  Chen, Ling
收藏  |  浏览/下载：48/0  |  提交时间：2024/10/04
Vegetation cover  LandTrendr  Disturbance tracking  Ecological water diversion project  Arid endorheic basin  
Assessing the impact of anthropogenic activities on land use and land cover changes in the semi-arid and arid regions of Algeria 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 4
作者:  Mohammed, Ghefar;  Boutkhil, Morsli;  Ayoub, Bouazzaoui
收藏  |  浏览/下载：39/0  |  提交时间：2024/10/04
LULC  Change detection  Anthropogenic  Landsat  Machine learning algorithm  
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  
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  
Impacts of climate and land coverage changes on potential evapotranspiration and its sensitivity on drought phenomena over South Asia 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF CLIMATOLOGY. 出版年: 2024, 卷号: 44, 期号: 3, 页码: 812-830
作者:  Ali, Shahzad;  Basit, Abdul;  Umair, Muhammad;  Ni, Jian
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
climate change  dry/wet conditions  potential evapotranspiration  South Asia  SPEI variations  
Random forest-based analysis of land cover/land use LCLU dynamics associated with meteorological droughts in the desert ecosystem of Pakistan 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2024, 卷号: 159
作者:  Faheem, Zulqadar;  Kazmi, Jamil Hasan;  Shaikh, Saima;  Arshad, Sana;  Mohammed, Safwan
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Change Detection  Climate Change  SPI  Development  Arid ecosystem  
Impact of climate change and human activities on the spatiotemporal dynamics of surface water area in Gansu Province, China 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2024, 卷号: 16, 期号: 6, 页码: 798-815
作者:  Lu, Haitian;  Zhao, Ruifeng;  Zhao, Liu;  Liu, Jiaxin;  Lyu, Binyang;  Yang, Xinyue
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
surface water area  terrestrial water storage  Open-surface Water Detection Method with Enhanced Impurity Control method  Google Earth Engine  climate change  human activities  inland arid and semi-arid areas  
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  
Comparative analysis of precipitable water vapour data in the Tarim Basin, China 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2024, 卷号: 74, 期号: 7, 页码: 2846-2858
作者:  Liu, Jing;  Liang, Hong;  Yang, Lianmei
收藏  |  浏览/下载：24/0  |  提交时间：2024/10/04
Tarim Basin  Precipitable water vapour  ERA-5  MERRA-2  Applicability evaluation  
Spatial and temporal variation of soil properties and soil organic carbon in semi-arid areas of Sub-Sahara Africa 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2024, 卷号: 36
作者:  Suh, Celestine Neba;  Tsheko, Rejoice
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
Soil organic carbon  Land cover land use  Spatial variability  Remotely sensed data  Carbon sequestration  Haplic lixisols  Gaborone