Land cover classification in Portugal with intra-annual time series of MERIS images

Hugo Carrão, António Araújo, Mário Caetano

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper we present the methodological approach developed by the Remote Sensing Unit (RSU) of Portuguese Geographic Institute (IGP) for the regular production and updating of land cover maps derived from medium spatial resolution satellite images in Portugal. The focus of this paper is to explain the adopted land cover nomenclature, the satellite images selection process, the classifier selection, the training and testing samples collection processes and final map accuracy assessment design. To tackle these issues, we produced a land cover map of Continental Portugal from multitemporal MERIS Full Resolution satellite images of 2005 and evaluated its accuracy. Overall accuracy of final map was of 80% with an absolute precision of 2% at the 95% confidence level. High independent accuracy assessment results demonstrate that medium spatial resolution satellite images can be used on an operational basis for annual production of land cover maps at the national scale.

Original languageEnglish
Title of host publicationProceedings of the 2nd MERIS/(A)ATSR User Workshop
Edition666 SP
Publication statusPublished - 1 Dec 2008
Event2nd MERIS/(A)ATSR User Workshop - Frascati, Italy
Duration: 22 Sep 200826 Sep 2008

Publication series

NameEuropean Space Agency, (Special Publication) ESA SP
Number666 SP
ISSN (Print)0379-6566

Conference

Conference2nd MERIS/(A)ATSR User Workshop
CountryItaly
CityFrascati
Period22/09/0826/09/08

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    Carrão, H., Araújo, A., & Caetano, M. (2008). Land cover classification in Portugal with intra-annual time series of MERIS images. In Proceedings of the 2nd MERIS/(A)ATSR User Workshop (666 SP ed.). (European Space Agency, (Special Publication) ESA SP; No. 666 SP).