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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  
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  
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  
An Assessment of Water Sources for Heritage Listed Organic Mound Springs in NW Australia Using Airborne Geophysical (Electromagnetics and Magnetics) and Satellite Remote Sensing Methods 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 7
作者:  Rutherford, Jasmine;  Ibrahimi, Tania;  Munday, Tim;  Markey, Adrienne;  Viezzoli, Andrea;  Rapiti, Arianna;  Paterson, Rod
收藏  |  浏览/下载：23/0  |  提交时间：2021/07/30
semi-arid zone  springs  airborne electromagnetics  spectral unmixing  Canning Basin  Mandora Marsh  Walyarta conservation park  
Green Vegetation Cover Dynamics in a Heterogeneous Grassland: Spectral Unmixing of Landsat Time Series from 1999 to 2014 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 22
作者:  He, Yuhong;  Yang, Jian;  Guo, Xulin
收藏  |  浏览/下载：15/0  |  提交时间：2021/01/07
fractional green vegetation cover  spatial and temporal variations  spectral unmixing  automated image endmember selection  semi-arid grasslands  
Comparison of Hyperspectral Versus Traditional Field Measurements of Fractional Ground Cover in the Australian Arid Zone 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 23
作者:  Fisk, Claire;  Clarke, Kenneth D.;  Lewis, Megan M.
收藏  |  浏览/下载：20/0  |  提交时间：2020/03/23
calibration  ground cover  hyperspectral  spectral unmixing  validation  
Mapping soil salinity using spectral mixture analysis of landsat 8 OLI images to identify factors influencing salinization in an arid region 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2019, 卷号: 83
作者:  Masoud, Alaa A.;  Koike, Katsuaki;  Atwia, Mohamed G.;  El-Horiny, Mohamed M.;  Gemail, Khaled S.
收藏  |  浏览/下载：29/0  |  提交时间：2020/03/23
Soil salinization  Spectrometry  Spectral index  Spectral unmixing  Vertical electrical sounding  
Ultra-high spatial resolution fractional vegetation cover from unmanned aerial multispectral imagery 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2019, 卷号: 78, 页码: 14-24
作者:  Melville, Bethany;  Fisher, Adrian;  Lucieer, Arko
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
Unmanned aerial systems  Downscaling  Spectral unmixing  Fractional vegetation cover