Please use this identifier to cite or link to this item:
http://hdl.handle.net/2122/1967
DC Field | Value | Language |
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dc.contributor.authorall | Dell’Acqua, F.; Dipartimento di Elettronica, Facoltà di Ingegneria, Università degli Studi di Pavia, Italy | en |
dc.contributor.authorall | Gamba, P.; Dipartimento di Elettronica, Facoltà di Ingegneria, Università degli Studi di Pavia, Italy | en |
dc.contributor.authorall | Casella, V.; Dipartimento di Ingegneria Edile e del Territorio (DIET), Facoltà di Ingegneria, Università degli Studi di Pavia, Italy | en |
dc.contributor.authorall | Zucca, F.; Dipartimento di Scienze della Terra, Facoltà di Scienze Matematiche Fisiche e Naturali, Università degli Studi di Pavia, Italy | en |
dc.contributor.authorall | Benediktsson, J. A.; Department of Electrical and Computer Engineering, University of Iceland, Reyjkavik, Iceland | en |
dc.contributor.authorall | Wilkinson, G.; General Faculty of Technology, Lincoln University, Lincoln, U.K. | en |
dc.contributor.authorall | Galli, A.; Facoltà di Agraria, Università Politecnica delle Marche, Ancona, Italy | en |
dc.contributor.authorall | Malinverni, E. S.; Facoltà di Ingegneria, Università Politecnica delle Marche, Ancona, Italy | en |
dc.contributor.authorall | Jones, G.; Digital Imaging Research Centre, School of Computing and Information Systems, Kingston University, Surrey, U.K. | en |
dc.contributor.authorall | Greenhill, D.; Digital Imaging Research Centre, School of Computing and Information Systems, Kingston University, Surrey, U.K. | en |
dc.contributor.authorall | Ripke, L.; Digital Imaging Research Centre, School of Computing and Information Systems, Kingston University, Surrey, U.K. | en |
dc.date.accessioned | 2006-12-07T14:39:37Z | en |
dc.date.available | 2006-12-07T14:39:37Z | en |
dc.date.issued | 2006-02 | en |
dc.identifier.uri | http://hdl.handle.net/2122/1967 | en |
dc.description.abstract | 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. | en |
dc.format.extent | 569312 bytes | en |
dc.format.mimetype | application/pdf | en |
dc.language.iso | English | en |
dc.relation.ispartofseries | 1/49 (2006) | en |
dc.subject | hyperspectral remote sensing | en |
dc.subject | urban land use | en |
dc.subject | vegetation distribution | en |
dc.subject | classification | en |
dc.title | HySenS data exploitation for urban land cover analysis | en |
dc.type | article | en |
dc.type.QualityControl | Peer-reviewed | en |
dc.subject.INGV | 05. General::05.09. Miscellaneous::05.09.99. General or miscellaneous | en |
dc.relation.references | BEN-DOR, E., N. LEVIN and H. SAARONI (1998): Utilization of imaging spectrometry in urban areas: a case study over Tel-Aviv, Israel using the CASI sensor, in Proceedings of the 1st EARSeL Workshop on Imaging Spectrometry, Zurich, Switzerland, 473-479. BERK, A., L.S. BERNSTEIN and D.C. ROBERTSON (1989): MODTRAN: a moderate resolution model for LOWTRAN 7 (Phillips Lab., Hanscom AFB, MA), Tech. Rep. GL-TR-89-0122. COSTAMAGNA, E., P. GAMBA and V. CASELLA (2001): Environmental applications of the MURA DI PAVIA project, in Proceedings of the International Workshop on Geo-Spatial Knowledge Processing for Natural Resource Management (CD-ROM). DOWMAN, I. and J.T. DOLLOFF (2000): An evaluation of rational functions for photogrammetric restitution, in IAPRS, Amsterdam, vol. XXXIII. GAMBA, P. and F. DELL’ACQUA (2003): Improved multiband urban classification using a neuro-fuzzy classifier, Int. J.Remote Sensing, 24 (4), 827-834. GAMBA, P. and B. HOUSHMAND (2001): Integration of AVIRIS and IFSAR data for improved 3D urban profile reconstruction, Photogramm. Eng. Remote Sensing, 67 (8), 947-956. HEIDEN, U., S. ROESSNER, K. SEG and H. KAUFMANN (2001): Analysis of spectral signatures of urban surfaces for area-wide identification using hyperspectral HyMap data, in Proceedings of the IEEE/ISPRS Joint Workshop on Data Fusion and Urban Remote Sensing over Urban Areas, Rome, Italy, 173-176. LANDGREBE, D.A. (2003): Signal Theory Methods in Multispectral Remote Sensing (John Wiley and Sons, Hoboken, New Jersey). LI, B.-L. and S. ARCHER (1997):Weighted mean patch size: a robust index for quantifying landscape structure, Ecol. Modelling, 102, 353-361. MADHOK, V. and D. LANDGREBE (1999): Supplementing hyperspectral data with digital elevation, in Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS ‘99), Hamburg, Germany, June 28-July 2, 1999, IEE 1999 International, 1, 59-61, doi: 10.1109/IGARSS.1999.773400. MARINO, C.M., C. PANIGADA, L. BUSETTO, A. GALLI and M. BOSCHETTI (2000): Environmental applications of airborne hyperspectral remote sensing: asbestos concrete sheeting identification and mapping, in Proceedings of the 14th International Conference and Workshops on Applied Geologic Remote Sensing, August 2000, Las Vegas, Nevada, U.S.A., CD-ROM. NEVATIA, R., A. HUERTAS and Z. KIM (1999): The MURI project for rapid feature extraction in urban areas, in ISPRS: Automatic Extraction of GIS Objects from Digital Imagery, Munich, 3-14. PLOTNICK, R.E., R.H. GARDNER and R.V. O’NEILL (1993): Lacunarity indices as measures of landscape texture, Landscape Ecol., 8, 201-211. ROESSNER, S., K. SEGL, U. HEIDEN and H. KAUFMANN (2001a): Automated differentiation of urban surfaces based on airborne hyperspectral imagery, IEEE Trans. Geosci. Remote Sensing, 39 (7), 1525-1532. ROESSNER S., K. SEGL, U. HEIDEN and H. KAUFMANN (2001b): Analysis of spectral signatures of urban surfaces for their identification using hyperspectral HyMap data, in Proceedings of the IEEE/ISPRS Joint Workshop on Data Fusion and Remote Sensing over Urban Areas, 8-9 November, Rome, Italy, 173-177. SEGL, K., S. ROESSNER and U. HEIDEN (2000): Differentiation of urban surfaces based on hyperspectral image data and a multi-technique approach, in Proceedings of the IEEE Geoscience and Remote Sensing Symposium, Honolulu, vol. 4, 1600-1602. TUCKER, C.J. and P.J. SELLERS (1986): Satellite remote sensing of primary production, Int. J. Remote Sensing, 7, 1395-1416. XIAO, Q., S.L. AUSTIN, E.G. MCPHERSON and P.J. PEPER (1999): Characterization of the structure and species composition of urban trees using high resolution AVIRIS data, in Proceedings of the AVIRIS Workshop, Pasadena, CA. | en |
dc.description.journalType | JCR Journal | en |
dc.description.fulltext | open | en |
dc.contributor.author | Dell’Acqua, F. | en |
dc.contributor.author | Gamba, P. | en |
dc.contributor.author | Casella, V. | en |
dc.contributor.author | Zucca, F. | en |
dc.contributor.author | Benediktsson, J. A. | en |
dc.contributor.author | Wilkinson, G. | en |
dc.contributor.author | Galli, A. | en |
dc.contributor.author | Malinverni, E. S. | en |
dc.contributor.author | Jones, G. | en |
dc.contributor.author | Greenhill, D. | en |
dc.contributor.author | Ripke, L. | en |
dc.contributor.department | Dipartimento di Elettronica, Facoltà di Ingegneria, Università degli Studi di Pavia, Italy | en |
dc.contributor.department | Dipartimento di Elettronica, Facoltà di Ingegneria, Università degli Studi di Pavia, Italy | en |
dc.contributor.department | Dipartimento di Ingegneria Edile e del Territorio (DIET), Facoltà di Ingegneria, Università degli Studi di Pavia, Italy | en |
dc.contributor.department | Dipartimento di Scienze della Terra, Facoltà di Scienze Matematiche Fisiche e Naturali, Università degli Studi di Pavia, Italy | en |
dc.contributor.department | Department of Electrical and Computer Engineering, University of Iceland, Reyjkavik, Iceland | en |
dc.contributor.department | General Faculty of Technology, Lincoln University, Lincoln, U.K. | en |
dc.contributor.department | Facoltà di Agraria, Università Politecnica delle Marche, Ancona, Italy | en |
dc.contributor.department | Facoltà di Ingegneria, Università Politecnica delle Marche, Ancona, Italy | en |
dc.contributor.department | Digital Imaging Research Centre, School of Computing and Information Systems, Kingston University, Surrey, U.K. | en |
dc.contributor.department | Digital Imaging Research Centre, School of Computing and Information Systems, Kingston University, Surrey, U.K. | en |
dc.contributor.department | Digital Imaging Research Centre, School of Computing and Information Systems, Kingston University, Surrey, U.K. | en |
item.openairetype | article | - |
item.cerifentitytype | Publications | - |
item.languageiso639-1 | en | - |
item.grantfulltext | open | - |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.fulltext | With Fulltext | - |
crisitem.author.dept | Dipartimento di Elettronica, Facoltà di Ingegneria, Università degli Studi di Pavia, Italy | - |
crisitem.author.dept | Dipartimento di Elettronica, Facoltà di Ingegneria, Università degli Studi di Pavia, Italy | - |
crisitem.author.dept | Dipartimento di Ingegneria Edile e del Territorio (DIET), Facoltà di Ingegneria, Università degli Studi di Pavia, Italy | - |
crisitem.author.dept | Università di Pavia - Dip.Scienze della Terra (Pavia, ITALY) | - |
crisitem.author.dept | Department of Electrical and Computer Engineering, University of Iceland, Reyjkavik, Iceland | - |
crisitem.author.dept | General Faculty of Technology, Lincoln University, Lincoln, U.K. | - |
crisitem.author.dept | Facoltà di Ingegneria, Università Politecnica delle Marche, Ancona, Italy | - |
crisitem.author.dept | Digital Imaging Research Centre, School of Computing and Information Systems, Kingston University, Surrey, U.K. | - |
crisitem.author.dept | Digital Imaging Research Centre, School of Computing and Information Systems, Kingston University, Surrey, U.K. | - |
crisitem.author.dept | Digital Imaging Research Centre, School of Computing and Information Systems, Kingston University, Surrey, U.K. | - |
crisitem.classification.parent | 05. General | - |
Appears in Collections: | Annals of Geophysics |
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