Applying linear spectral unmixing to airborne hyperspectral imagery for mapping yield variability in grain sorghum and cotton fields

Chenghai Yang

doi:10.1117/1.3484252

Applying linear spectral unmixing to airborne hyperspectral imagery for mapping yield variability in grain sorghum and cotton fields

Journal of Applied Remote Sensing ◽

10.1117/1.3484252 ◽

2010 ◽

Vol 4 (1) ◽

pp. 041887 ◽

Cited By ~ 5

Author(s):

Chenghai Yang

Keyword(s):

Hyperspectral Imagery ◽

Grain Sorghum ◽

Spectral Unmixing ◽

Yield Variability ◽

Linear Spectral Unmixing ◽

Cotton Fields

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Errata: Applying linear spectral unmixing to airborne hyperspectral imagery for mapping yield variability in grain sorghum and cotton fields

Journal of Applied Remote Sensing ◽

10.1117/1.3491190 ◽

2010 ◽

Vol 4 (1) ◽

pp. 040104

Author(s):

Chenghai Yang

Keyword(s):

Hyperspectral Imagery ◽

Grain Sorghum ◽

Spectral Unmixing ◽

Yield Variability ◽

Linear Spectral Unmixing ◽

Cotton Fields

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Applying linear spectral unmixing to airborne hyperspectral imagery for mapping crop yield variability

2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing ◽

10.1109/whispers.2009.5289022 ◽

2009 ◽

Author(s):

Chenghai Yang ◽

J.H. Everitt ◽

J.M. Bradford

Keyword(s):

Crop Yield ◽

Hyperspectral Imagery ◽

Spectral Unmixing ◽

Yield Variability ◽

Linear Spectral Unmixing

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Using Multispectral Imagery and Linear Spectral Unmixing Techniques for Estimating Crop Yield Variability

Transactions of the ASABE ◽

10.13031/2013.22658 ◽

2007 ◽

Vol 50 (2) ◽

pp. 6676-674 ◽

Cited By ~ 7

Author(s):

C. Yang ◽

J. H. Everitt ◽

J. M. Bradford

Keyword(s):

Crop Yield ◽

Spectral Unmixing ◽

Yield Variability ◽

Multispectral Imagery ◽

Linear Spectral Unmixing

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Linear spectral unmixing with generalized constraint for hyperspectral imagery

2012 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2012.6351389 ◽

2012 ◽

Cited By ~ 1

Author(s):

Yuhang Zhang ◽

Xiao Fan ◽

Ye Zhang ◽

Ran Wei

Keyword(s):

Hyperspectral Imagery ◽

Spectral Unmixing ◽

Linear Spectral Unmixing ◽

Generalized Constraint

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AIRBORNE HYPERSPECTRAL IMAGERY AND YIELD MONITOR DATA FOR ESTIMATING GRAIN SORGHUM YIELD VARIABILITY

Transactions of the ASAE ◽

10.13031/2013.16111 ◽

2004 ◽

Vol 47 (3) ◽

pp. 915-924 ◽

Cited By ~ 29

Author(s):

C. Yang ◽

J. H. Everitt ◽

J. M. Bradford

Keyword(s):

Hyperspectral Imagery ◽

Grain Sorghum ◽

Yield Variability ◽

Yield Monitor ◽

Monitor Data

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Using Linear Spectral Unmixing for Subpixel Mapping of Hyperspectral Imagery: A Quantitative Assessment

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2016.2624560 ◽

2017 ◽

Vol 10 (4) ◽

pp. 1589-1600 ◽

Cited By ~ 3

Author(s):

Xiong Xu ◽

Xiaohua Tong ◽

Antonio Plaza ◽

Yanfei Zhong ◽

Huan Xie ◽

...

Keyword(s):

Quantitative Assessment ◽

Hyperspectral Imagery ◽

Spectral Unmixing ◽

Linear Spectral Unmixing ◽

Subpixel Mapping

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Airborne hyperspectral imagery and linear spectral unmixing for mapping variation in crop yield

Precision Agriculture ◽

10.1007/s11119-007-9045-x ◽

2007 ◽

Vol 8 (6) ◽

pp. 279-296 ◽

Cited By ~ 32

Author(s):

Chenghai Yang ◽

James H. Everitt ◽

Joe M. Bradford

Keyword(s):

Crop Yield ◽

Hyperspectral Imagery ◽

Spectral Unmixing ◽

Linear Spectral Unmixing

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Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2008.917851 ◽

2008 ◽

Vol 56 (7) ◽

pp. 2684-2695 ◽

Cited By ~ 132

Author(s):

Nicolas Dobigeon ◽

Jean-Yves Tourneret ◽

Chein-I Chang

Keyword(s):

Bayesian Model ◽

Hyperspectral Imagery ◽

Spectral Unmixing ◽

Hierarchical Bayesian ◽

Hierarchical Bayesian Model ◽

Linear Spectral Unmixing

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Progressive Band Processing of Linear Spectral Unmixing for Hyperspectral Imagery

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2014.2371438 ◽

2015 ◽

Vol 8 (6) ◽

pp. 2583-2597 ◽

Cited By ~ 4

Author(s):

Chein-I Chang ◽

Chao-Cheng Wu ◽

Keng-Hao Liu ◽

Hsian-Min Chen ◽

Clayton Chi-Chang Chen ◽

...

Keyword(s):

Hyperspectral Imagery ◽

Spectral Unmixing ◽

Linear Spectral Unmixing

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Atmospheric effects on the classification of surface minerals in an arid region using Short-Wave Infrared (SWIR) hyperspectral imagery and a spectral unmixing technique

Canadian Journal of Remote Sensing ◽

10.5589/m02-069 ◽

2002 ◽

Vol 28 (6) ◽

pp. 738-749 ◽

Cited By ~ 1

Author(s):

Christian Nadeau ◽

Robert A Neville ◽

Karl Staenz ◽

Norman T O'Neill ◽

Alain Royer

Keyword(s):

Arid Region ◽

Hyperspectral Imagery ◽

Short Wave ◽

Spectral Unmixing ◽

Atmospheric Effects ◽

Short Wave Infrared

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