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Identifying the spatial distribution of Prosopis Juliflora using Hyperion imagery 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2022
作者:  Kumar, Vignesh M.
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/29
Hyperion  Prosopis Juliflora  MNF  PPI  SAM  
The Application of Semisupervised Attentional Generative Adversarial Networks in Desert Seismic Data Denoising 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022
作者:  Li, Yue;  Luo, Xinming;  Wu, Ning;  Dong, Xintong
收藏  |  浏览/下载：17/0  |  提交时间：2022/02/12
Noise reduction  Noise measurement  Training  Generators  Signal to noise ratio  Generative adversarial networks  Mathematical model  Class activation map (CAM)  deep learning (DL)  desert seismic data  generative adversarial networks (GANs)  
Utilization of Landsat-8 (OLI) Image Data for Geological Mapping of the Neo-Proterozoic Basement Rocks in the Central Eastern Desert of Egypt 期刊论文
发表期刊: JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING. 出版年: 2022
作者:  Kamel, Mostafa;  Abdeen, Mamdouh M.;  Youssef, Mostafa M.;  Orabi, Ahmed M.;  Abdelbaky, Elsayed
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Landsat-8 (OLI) data  Image processing  Lithological mapping  Igla area  Central Eastern Desert  
Revealing the Structure and Composition of the Restored Vegetation Cover in Semi-Arid Mine Dumps Based on LiDAR and Hyperspectral Images 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 4
作者:  Tang, Jiajia;  Liang, Jie;  Yang, Yongjun;  Zhang, Shaoliang;  Hou, Huping;  Zhu, Xiaoxiao
收藏  |  浏览/下载：18/0  |  提交时间：2022/03/17
ecological restoration  hierarchical classification  vegetation structure  LiDAR  vegetation species  
Refinements and Analysis of the Optical-Microwave Scintillometry Method Applied to Measurements over a Vineyard in Chile 期刊论文
发表期刊: WATER. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Aguirre, Francisca;  Hartogensis, Oscar;  Meza, Francisco;  Suarez, Francisco
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
optical scintillometer  microwave scintillometer  tripod vibration filter  spectral analysis  evapotranspiration  
Estimating Carbon, Nitrogen, and Phosphorus Contents of West-East Grassland Transect in Inner Mongolia Based on Sentinel-2 and Meteorological Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Pang, Haiyang;  Zhang, Aiwu;  Yin, Shengnan;  Zhang, Jiaxin;  Dong, Gang;  He, Nianpeng;  Qin, Wenxuan;  Wei, Dandan
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
Sentinel-2  grassland  C  N  P  fractional differential  spectra  Inner Mongolia Plateau  
Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2022, 卷号: 69, 期号: 2
作者:  Aksoy, Samet;  Yildirim, Aylin;  Gorji, Taha;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：30/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Leaf Area Index Estimation of Pergola-Trained Vineyards in Arid Regions Based on UAV RGB and Multispectral Data Using Machine Learning Methods 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Ilniyaz, Osman;  Kurban, Alishir;  Du, Qingyun
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
leaf area index (LAI)  light extinction coefficient  unmanned aerial vehicles (UAV)  multispectral data  RGB data  machine learning  pergola-trained vineyards  
Inversion of Soil Salinity Using Multisource Remote Sensing Data and Particle Swarm Machine Learning Models in Keriya Oasis, Northwestern China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Wei, Qinyu;  Nurmemet, Ilyas;  Gao, Minhua;  Xie, Boqiang
收藏  |  浏览/下载：24/0  |  提交时间：2022/03/17
soil salinization  particle swarm optimization  support vector regression  back-propagation neural network  PALSAR  
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Naimi, Salman;  Ayoubi, Shamsollah;  Dematte, Jose A. M.;  Zeraatpisheh, Mojtaba;  Amorim, Merilyn Taynara Accorsi;  Mello, Fellipe Alcantara de Oliveira
收藏  |  浏览/下载：37/0  |  提交时间：2021/11/29
Spatial prediction  environmental covariates  synthetic soil image (SySI)  Cubist  random forest  machine learning