Snow surface classification in the Western Svalbard Island
Abstract- The goal of this paper is to map different snow surfaces by making use of remote sensing images, and by field reflectance data. Several tests were performed to select the proper spectral bands to be classified, including the computation of snow indexes and PC transformations. Field data we...
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ftciteseerx:oai:CiteSeerX.psu:10.1.1.141.4123 2023-05-15T15:03:59+02:00 Snow surface classification in the Western Svalbard Island Rosamaria Salvatori Ruggero Casacchia Ra Grignetti The Pennsylvania State University CiteSeerX Archives application/pdf http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.141.4123 http://www.isprs.org/publications/related/ISRSE/html/papers/898.pdf en eng http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.141.4123 http://www.isprs.org/publications/related/ISRSE/html/papers/898.pdf Metadata may be used without restrictions as long as the oai identifier remains attached to it. http://www.isprs.org/publications/related/ISRSE/html/papers/898.pdf snow classification Landsat TM field reflectance Arctic text ftciteseerx 2016-01-07T14:58:01Z Abstract- The goal of this paper is to map different snow surfaces by making use of remote sensing images, and by field reflectance data. Several tests were performed to select the proper spectral bands to be classified, including the computation of snow indexes and PC transformations. Field data were used to support the choice of the region of interest, that were selected mainly on level areas, excluding shadowed areas and sun facing slopes. Encouraging results were obtained in the distinction among relatively young snow surfaces (recent snow), the equilibrium forms usually associated to seasonal snow, and wind blown snow. Also pack surfaces, that were covered with a layer of snow, resulted as a separate class. Major difficulty in the integrated use of field and remote data concerns the low structural stability of the snow cover. We believe that the use of satellite images including the 1000-1300 spectral range and an extended field data set may substantially improve the results of this approach. Text Arctic Svalbard Unknown Arctic Svalbard |
institution |
Open Polar |
collection |
Unknown |
op_collection_id |
ftciteseerx |
language |
English |
topic |
snow classification Landsat TM field reflectance Arctic |
spellingShingle |
snow classification Landsat TM field reflectance Arctic Rosamaria Salvatori Ruggero Casacchia Ra Grignetti Snow surface classification in the Western Svalbard Island |
topic_facet |
snow classification Landsat TM field reflectance Arctic |
description |
Abstract- The goal of this paper is to map different snow surfaces by making use of remote sensing images, and by field reflectance data. Several tests were performed to select the proper spectral bands to be classified, including the computation of snow indexes and PC transformations. Field data were used to support the choice of the region of interest, that were selected mainly on level areas, excluding shadowed areas and sun facing slopes. Encouraging results were obtained in the distinction among relatively young snow surfaces (recent snow), the equilibrium forms usually associated to seasonal snow, and wind blown snow. Also pack surfaces, that were covered with a layer of snow, resulted as a separate class. Major difficulty in the integrated use of field and remote data concerns the low structural stability of the snow cover. We believe that the use of satellite images including the 1000-1300 spectral range and an extended field data set may substantially improve the results of this approach. |
author2 |
The Pennsylvania State University CiteSeerX Archives |
format |
Text |
author |
Rosamaria Salvatori Ruggero Casacchia Ra Grignetti |
author_facet |
Rosamaria Salvatori Ruggero Casacchia Ra Grignetti |
author_sort |
Rosamaria Salvatori |
title |
Snow surface classification in the Western Svalbard Island |
title_short |
Snow surface classification in the Western Svalbard Island |
title_full |
Snow surface classification in the Western Svalbard Island |
title_fullStr |
Snow surface classification in the Western Svalbard Island |
title_full_unstemmed |
Snow surface classification in the Western Svalbard Island |
title_sort |
snow surface classification in the western svalbard island |
url |
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.141.4123 http://www.isprs.org/publications/related/ISRSE/html/papers/898.pdf |
geographic |
Arctic Svalbard |
geographic_facet |
Arctic Svalbard |
genre |
Arctic Svalbard |
genre_facet |
Arctic Svalbard |
op_source |
http://www.isprs.org/publications/related/ISRSE/html/papers/898.pdf |
op_relation |
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.141.4123 http://www.isprs.org/publications/related/ISRSE/html/papers/898.pdf |
op_rights |
Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
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1766335828505657344 |