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Record #189498:

Retrieval of sub-pixel snow cover information in the Himalayan region using medium and coarse remote sensing data / V.D. Mishra, and 4 others.

Title: Retrieval of sub-pixel snow cover information in the Himalayan region using medium and coarse remote sensing data / V.D. Mishra, and 4 others.
Author(s): Mishra, V. D.
Date: 2009.
In: International Journal of Remote Sensing. (2009.), Vol. 30(17-18) (2009)
Abstract: Applies multiplicative iterative methods to retrieve sub-pixel snow cover information in Himalayas from medium and coarse resolution multi-spectral AwiFS and MODIS data. Describes Expectation Maximization Maximum Likelihood method, and Image Space Reconstruction Algorithm based on minimization of least squares and Kullback-Liebler distances. Discusses eigenvalues of minimum noise fraction transformation bands, data noise removal and selection of snow, soil and vegetation endmembers. Analyzes variations in normalized difference snow index (NDSI) with sub-pixel snow cover fraction using field spectral reflectance results and satellite images in green and shortwave infrared wavelengths. Describes algorithm validation and convergence rate test, demonstrating superior accuracy, reliability, speed and robustness of iterative model over direct methods.
Notes:

International Journal of Remote Sensing. Vol. 30(17-18) :4707-4731 (2009).

Keywords: 551.32 -- Glaciology.
551.578.46 -- Snow cover and snow patches.
551.578.42 -- Snow surveys.
551.578.461 -- Snow cover, methods of reporting and coding.
551.321 -- Glaciological methods and instruments.
53.087.23 -- Remote sensing.
519.673 -- Modelling.
551.321.7 -- Snow cover, measurement of properties.
E10 -- Glaciology: snow and avalanches.
(235.24) -- Himalayas. Karakorum. Tibetan plateau.
SPRI record no.: 189498

MARCXML

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100 1# ‡aMishra, V. D.
245 10 ‡aRetrieval of sub-pixel snow cover information in the Himalayan region using medium and coarse remote sensing data /‡cV.D. Mishra, and 4 others.
260 ## ‡a[S.l.] :‡b[s.n.],‡c2009.
300 ## ‡ap. 4707-4731 :‡bill., diags., tables.
500 ## ‡aInternational Journal of Remote Sensing. Vol. 30(17-18) :4707-4731 (2009).
520 3# ‡aApplies multiplicative iterative methods to retrieve sub-pixel snow cover information in Himalayas from medium and coarse resolution multi-spectral AwiFS and MODIS data. Describes Expectation Maximization Maximum Likelihood method, and Image Space Reconstruction Algorithm based on minimization of least squares and Kullback-Liebler distances. Discusses eigenvalues of minimum noise fraction transformation bands, data noise removal and selection of snow, soil and vegetation endmembers. Analyzes variations in normalized difference snow index (NDSI) with sub-pixel snow cover fraction using field spectral reflectance results and satellite images in green and shortwave infrared wavelengths. Describes algorithm validation and convergence rate test, demonstrating superior accuracy, reliability, speed and robustness of iterative model over direct methods.
530 ## ‡aAlso issued online ‡uurn:doi:10.1080/01431160802651959‡uhttps://dx.doi.org/10.1080/01431160802651959
650 07 ‡a551.32 -- Glaciology.‡2udc
650 07 ‡a551.578.46 -- Snow cover and snow patches.‡2udc
650 07 ‡a551.578.42 -- Snow surveys.‡2udc
650 07 ‡a551.578.461 -- Snow cover, methods of reporting and coding.‡2udc
650 07 ‡a551.321 -- Glaciological methods and instruments.‡2udc
650 07 ‡a53.087.23 -- Remote sensing.‡2udc
650 07 ‡a519.673 -- Modelling.‡2udc
650 07 ‡a551.321.7 -- Snow cover, measurement of properties.‡2udc
650 07 ‡aE10 -- Glaciology: snow and avalanches.‡2local
651 #7 ‡a(235.24) -- Himalayas. Karakorum. Tibetan plateau.‡2udc
773 0# ‡7nnas ‡tInternational Journal of Remote Sensing. ‡gVol. 30(17-18) (2009) ‡wSPRI-1038
916 ## ‡a2010/01/21 -- RF
917 ## ‡aUnenhanced record from Muscat, imported 2019
948 3# ‡a20240418 ‡bRF