HySenS data exploitation for urban land cover analysis
Item
Title (Dublin Core)
HySenS data exploitation for urban land cover analysis
Description (Dublin Core)
This paper addresses the use of HySenS airborne hyperspectral data for environmental urban monitoring. It is known that hyperspectral data can help to characterize some of the relations between soil composition, vegetation characteristics, and natural/artificial materials in urbanized areas. During the project we collected DAIS and ROSIS data over the urban test area of Pavia, Northern Italy, though due to a late delivery of ROSIS data only DAIS data was used in this work. Here we show results referring to an accurate characterization and classification of land cover/use, using different supervised approaches, exploiting spectral as well as spatial information. We demonstrate the possibility to extract from the hyperspectral data information which is very useful for environmental characterization of urban areas.
Creator (Dublin Core)
G. Jones
E. S. Malinverni
A. Galli
G. Wilkinson
J. A. Benediktsson
F. Zucca
V. Casella
P. Gamba
F. DellAcqua
D. Greenhill
Subject (Dublin Core)
hyperspectral remote sensing
urban land use
vegetation distribution
classification
Meteorology. Climatology
QC851-999
Geophysics. Cosmic physics
QC801-809
Publisher (Dublin Core)
Istituto Nazionale di Geofisica e Vulcanologia (INGV)
Date (Dublin Core)
2006-06-01T00:00:00Z
Type (Dublin Core)
article
Identifier (Dublin Core)
10.4401/ag-3160
1593-5213
2037-416X
https://doaj.org/article/b1847a4c1eaf4d36b5f6b9e931b8c2b5
Source (Dublin Core)
Annals of Geophysics, Vol 49, Iss 1 (2006)
Language (Dublin Core)
EN
Relation (Dublin Core)
http://www.annalsofgeophysics.eu/index.php/annals/article/view/3160
https://doaj.org/toc/1593-5213
https://doaj.org/toc/2037-416X
Provenance (Dublin Core)
Journal Licence: CC BY