干旱区生态环境知识资源中心(Arid): Intrinsic Dimensionality in Combined Visible to Thermal Infrared Imagery

Arid

DOI	10.1109/JSTARS.2019.2938883
	Intrinsic Dimensionality in Combined Visible to Thermal Infrared Imagery
	Cawse-Nicholson, Kerry; Hook, Simon J.; Miller, Charles E.; Thompson, David Ray
通讯作者	Cawse-Nicholson, K (corresponding author), CALTECH, Jet Prop Lab, 4800 Oak Grove Dr, Pasadena, CA 91109 USA.
来源期刊	IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING
ISSN	1939-1404
EISSN	2151-1535
出版年	2019
卷号	12 期号:12 页码:4977-4984
英文摘要	Intrinsic dimensionality (ID) provides an objective metric with which to quantify the number of detectable signal components in a spectroscopic image. Here, we use ID to illustrate the information gained by fusing spectroscopic data acquired over different wavelength ranges. For Cuprite, a mineral-rich site in the Nevada desert, the signal content from visible to short-wave infrared (VSWIR) describes almost entirely different signal content from the thermal infrared (TIR). Due to the extremely limited number of coincident VSWIR and TIR acquisitions previously acquired, this article provides a unique opportunity to quantify the information content gained by adding TIR acquisitions to the more commonly acquired VSWIR data. We highlight the importance of combined VSWIR/TIR imaging for the complete characterization and mapping of mineral and other sites.
英文关键词	Minerals Remote sensing Covariance matrices Eigenvalues and eigenfunctions Image resolution Spectroscopy Dimensionality minerals spectroscopy
类型	Article
语种	英语
收录类别	SCI-E
WOS记录号	WOS:000515698700024
WOS关键词	HYDROTHERMALLY ALTERED ROCKS ; PLAYA EVAPORITE MINERALS ; DEATH-VALLEY ; HYPERSPECTRAL IMAGE ; NEVADA ; CUPRITE ; CALIFORNIA ; MOUNTAINS ; ALGORITHM ; NUMBER
WOS类目	Engineering, Electrical & Electronic ; Geography, Physical ; Remote Sensing ; Imaging Science & Photographic Technology
WOS研究方向	Engineering ; Physical Geography ; Remote Sensing ; Imaging Science & Photographic Technology
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/369696
作者单位	[Cawse-Nicholson, Kerry; Hook, Simon J.; Miller, Charles E.; Thompson, David Ray] CALTECH, Jet Prop Lab, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
推荐引用方式 GB/T 7714	Cawse-Nicholson, Kerry,Hook, Simon J.,Miller, Charles E.,et al. Intrinsic Dimensionality in Combined Visible to Thermal Infrared Imagery[J],2019,12(12):4977-4984.
APA	Cawse-Nicholson, Kerry,Hook, Simon J.,Miller, Charles E.,&Thompson, David Ray.(2019).Intrinsic Dimensionality in Combined Visible to Thermal Infrared Imagery.IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING,12(12),4977-4984.
MLA	Cawse-Nicholson, Kerry,et al."Intrinsic Dimensionality in Combined Visible to Thermal Infrared Imagery".IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 12.12(2019):4977-4984.