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author:

Ling, F. (Ling, F..) [1] | Wang, Q. (Wang, Q..) [2] | Wang, X. (Wang, X..) [3]

Indexed by:

Scopus

Abstract:

Synthetic Aperture Radar (SAR) is anticipated to be the dominant high-resolution remote sensing data source for agricultural applications in tropical and subtropical regions due to its independent from cloud cover. ENVISAT-1 ASAR is the most advanced satellite radar-imaging instrument, its capabilities include beam steering for acquiring images with different incidence angles, duel polarization and wide swath coverage. Agricultural crop inventory based on remote sensed data will be improved greatly by ASAR's new capabilities. In this paper, multi-temporal ASAR alternative polarization data are used for the identification of rice crop in Fujian province. A procedure has been developed using multi-date ASAR data for rice crop identification. The procedure comprises two parts: data preprocessing and classification of multi-date data for rice field. Some novel methods are applied in image preprocessing such as correlation matching for image co-registration and multi-channel filtering for speckle suppression. Object-oriented classifier was used for classification. By adopting the procedure, classification accuracy of 90% was achieved in the test sites with multi-temporal Envisat ASAR data.

Keyword:

ASAR; ENVISAT; Object oriented classifier; Rice crop identification

Community:

  • [ 1 ] [Ling, F.]Key Laboratory of Data Mining and Information Sharing, Ministry of Education, Fuzhou University, Fuzhou 350002, Fujian, China
  • [ 2 ] [Wang, Q.]Key Laboratory of Data Mining and Information Sharing, Ministry of Education, Fuzhou University, Fuzhou 350002, Fujian, China
  • [ 3 ] [Wang, X.]Key Laboratory of Data Mining and Information Sharing, Ministry of Education, Fuzhou University, Fuzhou 350002, Fujian, China

Reprint 's Address:

  • [Ling, F.]Key Laboratory of Data Mining and Information Sharing, Ministry of Education, Fuzhou University, Fuzhou 350002, Fujian, China

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Source :

European Space Agency, (Special Publication) ESA SP

ISSN: 0379-6566

Year: 2006

Issue: 611

Page: 343-348

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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