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Multitemporal ERS-1 SAR data for crop classification: a sequential-masking approach
KTH, School of Architecture and the Built Environment (ABE), Urban Planning and Environment, Geoinformatics.
1999 (English)In: Canadian journal of remote sensing, ISSN 0703-8992, E-ISSN 1712-7971, Vol. 1999, no 25, 438-447 p., 5Article in journal (Refereed) Published
Abstract [en]

Based on photo-interpretation procedures, the technique of sequential masking can be used to differentiate image features using a series of multitemporal images. In this study, a set of nine ERS-1 SAR images is analyzed using this technique to determine the earliest dates for identifying different crop types in an agricultural area of southern Ontario, Canada. SAR temporal backscatter profiles of crops were generated from calibrated radar imagery. Based on these temporal backscatter profiles, per-field classifications using the sequential-masking technique were performed on the early- and mid-season multitemporal SAR data. It was found that using only three images, acquired on May 31, June 16 and July 5, it is possible to differentiate winter wheat, alfalfa/hay, barley/oats, soybeans and corn with an overall validation accuracy of 88.5% and a Kappa coefficient of 0.85.

Place, publisher, year, edition, pages
1999. Vol. 1999, no 25, 438-447 p., 5
National Category
Remote Sensing
Identifiers
URN: urn:nbn:se:kth:diva-166147DOI: 10.1080/07038992.1999.10874743OAI: oai:DiVA.org:kth-166147DiVA: diva2:809372
Note

NR20150505

Available from: 2015-05-02 Created: 2015-05-02 Last updated: 2017-12-04Bibliographically approved

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Publisher's full texthttp://www.tandfonline.com/doi/abs/10.1080/07038992.1999.10874743

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Citation style
  • apa
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  • nn-NB
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  • Other locale
More languages
Output format
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  • text
  • asciidoc
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