Class information for:
Level 1: REMOTE SENSING SIGNAL IMAGE PROC//HYPERSPE AL COMP//SPECTRAL UNMIXING

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
6199 1452 30.3 62%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
76 26792 REMOTE SENSING//IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY//REMOTE SENSING OF ENVIRONMENT

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 REMOTE SENSING SIGNAL IMAGE PROC Address 87 73% 5% 67
2 HYPERSPE AL COMP Address 44 63% 3% 45
3 SPECTRAL UNMIXING Author keyword 35 27% 7% 108
4 HYPERSPECTRAL UNMIXING Author keyword 33 51% 3% 47
5 TECHNOL COMP COMMUN Address 33 43% 4% 58
6 ENDMEMBER EXTRACTION Author keyword 29 39% 4% 59
7 SUBPIXEL MAPPING SPM Author keyword 21 90% 1% 9
8 SUPERRESOLUTION MAPPING Author keyword 21 90% 1% 9
9 SPECTRAL MIXTURE ANALYSIS SMA Author keyword 19 80% 1% 12
10 ORTHOGONAL SUBSPACE PROJECTION OSP Author keyword 18 56% 2% 22

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 SPECTRAL UNMIXING 35 27% 7% 108 Search SPECTRAL+UNMIXING Search SPECTRAL+UNMIXING
2 HYPERSPECTRAL UNMIXING 33 51% 3% 47 Search HYPERSPECTRAL+UNMIXING Search HYPERSPECTRAL+UNMIXING
3 ENDMEMBER EXTRACTION 29 39% 4% 59 Search ENDMEMBER+EXTRACTION Search ENDMEMBER+EXTRACTION
4 SUBPIXEL MAPPING SPM 21 90% 1% 9 Search SUBPIXEL+MAPPING+SPM Search SUBPIXEL+MAPPING+SPM
5 SUPERRESOLUTION MAPPING 21 90% 1% 9 Search SUPERRESOLUTION+MAPPING Search SUPERRESOLUTION+MAPPING
6 SPECTRAL MIXTURE ANALYSIS SMA 19 80% 1% 12 Search SPECTRAL+MIXTURE+ANALYSIS+SMA Search SPECTRAL+MIXTURE+ANALYSIS+SMA
7 ORTHOGONAL SUBSPACE PROJECTION OSP 18 56% 2% 22 Search ORTHOGONAL+SUBSPACE+PROJECTION+OSP Search ORTHOGONAL+SUBSPACE+PROJECTION+OSP
8 HYPERSPECTRAL IMAGERY 18 16% 7% 104 Search HYPERSPECTRAL+IMAGERY Search HYPERSPECTRAL+IMAGERY
9 LINEAR SPECTRAL MIXTURE ANALYSIS LSMA 18 89% 1% 8 Search LINEAR+SPECTRAL+MIXTURE+ANALYSIS+LSMA Search LINEAR+SPECTRAL+MIXTURE+ANALYSIS+LSMA
10 SPECTRAL UNMIXING SU 18 89% 1% 8 Search SPECTRAL+UNMIXING+SU Search SPECTRAL+UNMIXING+SU

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 ENDMEMBER EXTRACTION 106 66% 7% 97
2 HOPFIELD NEURAL NETWORK 40 47% 4% 63
3 SUBPIXEL SCALE 33 100% 1% 13
4 HYPERSPECTRAL IMAGERY 33 24% 8% 119
5 SUBSPACE PROJECTION APPROACH 33 48% 4% 51
6 SPECTRAL MIXTURE ANALYSIS 28 22% 8% 114
7 N FINDR 26 67% 2% 24
8 ENDMEMBER EXTRACTION ALGORITHMS 26 69% 2% 22
9 SENSING IMAGERY 23 79% 1% 15
10 SUB PIXEL SCALES 20 100% 1% 9

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Endmember variability in Spectral Mixture Analysis: A review 2011 104 154 51%
Recent Developments in High Performance Computing for Remote Sensing: A Review 2011 56 30 60%
Incorporating spatial information in spectral unmixing: A review 2014 4 85 71%
Spectral unmixing 2012 18 134 46%
Automated Hyperspectral Cueing for Civilian Search and Rescue 2009 29 51 49%
A Review of Unsupervised Spectral Target Analysis for Hyperspectral Imagery 2010 2 12 100%
Survey of hyperspectral image denoising methods based on tensor decompositions 2013 2 27 48%
A Comparison of Multispectral ASTER and Hyperspectral AVIRIS Multiple Endmember Spectral Mixture Analysis for Sagebrush and Herbaceous Cover in Yellowstone 2012 5 43 28%
INVERSION TECHNIQUES FOR PROPORTION ESTIMATION OF MIXELS IN HIGH-RESOLUTION SATELLITE IMAGE-ANALYSIS 1993 0 2 100%
Imaging spectroscopy and the Airborne Visible Infrared Imaging Spectrometer (AVIRIS) 1998 614 61 7%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 REMOTE SENSING SIGNAL IMAGE PROC 87 73% 4.6% 67
2 HYPERSPE AL COMP 44 63% 3.1% 45
3 TECHNOL COMP COMMUN 33 43% 4.0% 58
4 HYPERSPE AL COMP HYPERCOMP 12 86% 0.4% 6
5 MONITORING ESTIMATE ENVIRONM DISASTER 10 61% 0.8% 11
6 IMINDS VISION 6 80% 0.3% 4
7 REMOTE SENSING EARTH OBSERVAT PROC T 6 50% 0.6% 8
8 DIPARTIMENTO ARMI NAVALI 5 63% 0.3% 5
9 INFORMAT ENGN SURVEYING M PING RE 4 67% 0.3% 4
10 QUANTITAT IMAGING MED 4 67% 0.3% 4

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000219558 IMPERVIOUS SURFACE//CARTOG GIS GRP//IMPERVIOUS SURFACE ESTIMATION
2 0.0000193300 ARTHUR BRANT EXPLORAT GEOPHYS//ASTER//LITHOLOGICAL MAPPING
3 0.0000185036 HYPERSPECTRAL IMAGE CLASSIFICATION//ACTIVE LEARNING AL//HYPERSPECTRAL IMAGE HSI CLASSIFICATION
4 0.0000105624 NON PHOTOSYNTHETIC VEGETATION//CROP RESIDUE COVER//CELLULOSE ABSORPTION INDEX CAI
5 0.0000099637 NONNEGATIVE MATRIX FACTORIZATION//NONNEGATIVE RANK//NON NEGATIVE MATRIX FACTORIZATION
6 0.0000089642 GLOBAL LAND COVER//SW GEOG SCI//RSU
7 0.0000089448 AIRBORNE PRISM EXPERIMENT APEX//ENVIRONMENTAL MAPPING AND ANALYSIS PROGRAM ENMAP//ESCOLA UNIV OPT OPTOMETRIA
8 0.0000081689 FRACTAL MEASUREMENT//OPTIMAL SPATIAL RESOLUTION//RESOLUTION TRANSFORMATION MODEL
9 0.0000070746 COLOR INFRARED PHOTOGRAPHY//INTEGRATED FARMING NAT OURCES//CONVENTIONAL COLOR VIDEO IMAGERY
10 0.0000066994 CHANGE DETECTION//LANDSAT//STARFM