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Timely monitoring of soil water-salt dynamics within cropland by hybrid spectral unmixing and machine learning models 期刊论文
发表期刊: INTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH. 出版年: 2024, 卷号: 12, 期号: 3, 页码: 726-740
作者:  Du, Ruiqi;  Chen, Junying;  Xiang, Youzhen;  Xiang, Ru;  Yang, Xizhen;  Wang, Tianyang;  He, Yujie;  Wu, Yuxiao;  Yin, Haoyuan;  Zhang, Zhitao;  Chen, Yinwen
收藏  |  浏览/下载：32/0  |  提交时间：2024/10/04
XGBoost  Sentinel-2  Spectral unmixing  Soil water  Soil salt  Irrigation area  
LANDSAT multispectral image analysis of bedrock exposure rate in highly heterogeneous karst areas through mixed pixel decomposition considering spectral variability 期刊论文
发表期刊: LAND DEGRADATION & DEVELOPMENT. 出版年: 2023, 卷号: 34, 期号: 10, 页码: 2880-2895
作者:  Ruan, Ou;  Liu, Suihua;  Zhou, Xu;  Luo, Jie;  Hu, Haitao;  Yin, Xia;  Yuan, Na
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
bedrock exposure index  generalized linear mixed model  LANDSAT  rocky desertification  spectral variation  
Beyond greening and browning: Trends in grassland ground cover fractions across Eurasia that account for spatial and temporal autocorrelation 期刊论文
发表期刊: GLOBAL CHANGE BIOLOGY. 出版年: 2023, 卷号: 29, 期号: 16, 页码: 4620-4637
作者:  Lewinska, Katarzyna Ewa;  Ives, Anthony R.;  Morrow, Clay J.;  Rogova, Natalia;  Yin, He;  Elsen, Paul R.;  de Beurs, Kirsten;  Hostert, Patrick;  Radeloff, Volker C.
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
arid environments  autoregressive  Cumulative Endmember Fractions  MODIS  PARTS  remotePARTS  spectral mixture analysis  spectral unmixing  steppe  time series  
Variation of the land surface temperature field in rare-Earth ore mining areas based on temperature downscaling 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2022, 卷号: 69, 期号: 9, 页码: 3268-3282
作者:  Li, Hengkai;  Li, Yingshuang;  Song, Shuihong;  Wu, Guanhua
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/20
Land surface temperature  Downscaling  REE  Linear spectral mixing model  
Rocky Desertification Information Extraction in Karst Terrain Complex Area Based on Endmember Variable 期刊论文
发表期刊: SPECTROSCOPY AND SPECTRAL ANALYSIS. 出版年: 2022, 卷号: 42, 期号: 7, 页码: 2269-2277
作者:  Ruan Ou;  Liu Sui-hua;  Luo Jie;  Hu Hai-tao
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/20
Spectral mixed decomposition  Generalized linear mixed model  Rocky desertification information extraction  Terrain effect  
Chlorophyll-a concentrations in the Arabian Gulf waters of arid region: A case study from the northern coast of Qatar 期刊论文
发表期刊: REGIONAL STUDIES IN MARINE SCIENCE. 出版年: 2022, 卷号: 56
作者:  Rajendran, Sankaran;  Al-Naimi, Noora;  Khayat, Jassim A. Al;  Sorino, Caesar Flonasca;  Sadooni, Fadhil N.;  Al Kuwari, Hamad Al Saad
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/20
Chlorophyll-a  Hyperion  Sentinel-2  Landsat-8  Algorithms  Qatar  Arabian Gulf  
Assessing the Accuracy of Landsat Vegetation Fractional Cover for Monitoring Australian Drylands 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 24
作者:  Sutton, Andres;  Fisher, Adrian;  Metternicht, Graciela
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/20
spectral unmixing  arid  semi-arid  ground cover  unmixing error  
Fusion of airborne hyperspectral and LiDAR canopy-height data for estimating fractional cover of tall woody plants, herbaceous vegetation, and other soil cover types in a semi-arid savanna ecosystem 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2022, 卷号: 43, 期号: 10, 页码: 3890-3926
作者:  Pervin, Rubaya;  Robeson, Scott M.;  MacBean, Natasha
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/20
Image classification  remote sensing  spectral unmixing  semi-arid fractional cover  multimodal data fusion  
Refining medium resolution fractional cover for arid Australia to detect vegetation dynamics and wind erosion susceptibility on longitudinal dunes 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2021, 卷号: 265
作者:  Shumack, Samuel;  Fisher, Adrian;  Hesse, Paul P.
收藏  |  浏览/下载：22/0  |  提交时间：2021/11/19
Landsat  Sentinel-2  Fractional cover  Spectral unmixing  Arid  Vegetation  Aeolian  
Combining Optical and Radar Satellite Imagery to Investigate the Surface Properties and Evolution of the Lordsburg Playa, New Mexico, USA 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 17
作者:  Eibedingil, Iyasu G.;  Gill, Thomas E.;  Van Pelt, R. Scott;  Tong, Daniel Q.
收藏  |  浏览/下载：24/0  |  提交时间：2021/11/19
spectral unmxing  optical imagery  SAR imagery  Google Earth Engine  hydrology  playa