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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  
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  
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：45/0  |  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  
ASSESSMENT OF SPATIO-TEMPORAL VARIATION OF SALINITY, SOIL MOISTURE, AND VEGETATION DYNAMICS IN ARID REGIONS OF THE CENTRAL PLATEAU OF IRAN 期刊论文
发表期刊: ENVIRONMENTAL ENGINEERING AND MANAGEMENT JOURNAL. 出版年: 2024, 卷号: 23, 期号: 1
作者:  Firoozi, Fatemeh;  Alavipanah, Seyed Kazem;  Hosseini, Seyed Zeynalabedin;  Nikpour, Noorallah
收藏  |  浏览/下载：12/0  |  提交时间：2024/10/04
arid areas  soil moisture  soil salinity  vegetation  
Exploring the influence of local urban heat features on park cooling effects: Insights from Chinese cities 期刊论文
发表期刊: BUILDING AND ENVIRONMENT. 出版年: 2024, 卷号: 262
作者:  Zhou, Yi;  Luo, Yuchao;  Yi, Xincheng;  Lun, Fei;  Hu, Qiyuan;  Huang, Na;  Wen, Gaohui;  Zhou, Hao;  Hu, Xianhui
收藏  |  浏览/下载：34/0  |  提交时间：2024/10/04
Urban parks  Cooling effects  Local urban heat feature  Threshold value of efficiency  Chinese cities  
Thirty years' spatio-temporal evolution of desertification degrees and driving factors in Turpan-Hami Basin, Xinjiang, China 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2024, 卷号: 166
作者:  Shao, Wei;  Li, Li;  Yan, Min;  Meng, Zhan;  Zhang, Li;  Zhang, Qinglan;  Chen, Yiyang
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
Desertification degree classification  Decision tree model  Remote sensing  Geographic detector  
Calculation of Bosten Lake Water Storage Based on Multiple Source Remote Sensing Imagery 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2024, 卷号: 62
作者:  Wang, Weiwei;  Zhang, Fei;  Shi, Jingchao;  Zhao, Qi;  Liu, Changjiang;  Tan, Mou Leong;  Kung, Hsiang-Te;  Gao, Guang;  Li, Gang
收藏  |  浏览/下载：39/0  |  提交时间：2024/10/04
Arid region  Bosten Lake  multiple remote sensing  neural network (NN) model  ungauged watershed  water depth and storage