Mapping Burned Areas in a Mediterranean Environment Using Soft Integration of Spectral Indices from High Resolution Satellite Images (Articolo in rivista)

Type

• Prodotto della ricerca (Classe)
• Articolo in rivista (Classe)

Label

• Mapping Burned Areas in a Mediterranean Environment Using Soft Integration of Spectral Indices from High Resolution Satellite Images (Articolo in rivista) (literal)

Anno

• 2010-01-01T00:00:00+01:00 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi

• 10.1175/2010EI349.1 (literal)

Alternative label

• Boschetti M., D. Stroppiana, P.A. Brivio (2010)
  Mapping Burned Areas in a Mediterranean Environment Using Soft Integration of Spectral Indices from High Resolution Satellite Images
  in Earth interactions; AGU, American geophysical union, Washington, DC (Stati Uniti d'America)
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Boschetti M., D. Stroppiana, P.A. Brivio (literal)

Pagina inizio

• 1 (literal)

Pagina fine

• 20 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#altreInformazioni

• Boschetti M., D. Stroppiana, P.A. Brivio, 2010. Mapping Burned Areas in a Mediterranean Environment Using Soft Integration of Spectral Indices from High Resolution Satellite Images. Earth Interactions, 14 (17), 1-20 (nov 2010, doi: 10.1175/2010EI349.1). (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume

• 14 (literal)

Rivista

• Earth interactions (Rivista)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo

• 17 (literal)

Note

• ISI Web of Science (WOS) (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• Boschetti M., D. Stroppiana, P.A. Brivio: CNR-IREA (literal)

Titolo

• Mapping Burned Areas in a Mediterranean Environment Using Soft Integration of Spectral Indices from High Resolution Satellite Images (literal)

Abstract

• This article presents a new method for burned area mapping using high-resolution satellite images in the Mediterranean ecosystem. In such a complex environment, high-resolution satellite images represent an appropriate data source for identifying fire-affected areas, and single postfire data are often the only available source of information. The method proposed here integrates several spectral indices into a fuzzy synthetic indicator of likelihood of burn. The indices are interpreted through fuzzy membership functions that have been derived with a partially data-driven approach exploiting training data and expert knowledge. The final map of fire-affected areas is produced by applying a region growing algorithm on the basis of seed pixels selected on a conservative threshold of the synthetic fuzzy score. The algorithm has been developed and tested on a set of Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) scenes acquired over Southern Italy. Validation showed that the accuracy of the burned area maps is comparable or even better [overall accuracy (OA) . 90%, K . 0.76] than that obtained with approaches based on single index thresholds adapted to each image. The method described here provides an automatic approach for mapping fire-affected areas with very few false alarms (low commission error), whereas omission errors are mainly related to undetected small burned areas and are located in heterogeneous sparse vegetation cover. (literal)

Editore

• AGU, American geophysical union (Editore)

Prodotto di

• Telerilevamento ottico e a microonde (TA.P06.016.011) (Modulo)
• Istituto per il rilevamento elettromagnetico dell'ambiente (IREA) (Istituto)

Autore CNR

• MIRCO BOSCHETTI (Persona)
• DANIELA STROPPIANA (Persona)
• PIETRO ALESSANDRO BRIVIO (Unità di personale interno)

Insieme di parole chiave

• Keywords of "Mapping Burned Areas in a Mediterranean Environment Using Soft Integration of Spectral Indices from High Resolution Satellite Images" (Insieme di parole chiave)

Incoming links:

Autore CNR di

• MIRCO BOSCHETTI (Persona)
• PIETRO ALESSANDRO BRIVIO (Unità di personale interno)
• DANIELA STROPPIANA (Persona)

Prodotto

• Istituto per il rilevamento elettromagnetico dell'ambiente (IREA) (Istituto)
• Telerilevamento ottico e a microonde (TA.P06.016.011) (Modulo)

Editore di

• AGU, American geophysical union (Editore)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi

• Earth interactions (Rivista)

Insieme di parole chiave di

• Keywords of "Mapping Burned Areas in a Mediterranean Environment Using Soft Integration of Spectral Indices from High Resolution Satellite Images" (Insieme di parole chiave)