Sub-pixel land cover mapping for per-field classification
Aplin, P. and Atkinson, P.M. (2001) Sub-pixel land cover mapping for per-field classification. International Journal of Remote Sensing, 22, (14), 2853-2858.
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A method was developed to transform a soft land cover classification into hard land cover classes at the sub-pixel scale for subsequent per-field classification. First, image pixels were segmented using vector boundaries. Second, the pixel segments (ranked by area) were labelled with a land cover class (ranked by class typicality). Third, a hard per-field classification was generated by examining each polygon (representing a land cover parcel, or field) in its entirety (by grouping the fragments of the polygon contained within different image pixels) and assigning to it the modal land cover class. The accuracy of this technique was considerably higher than that of both a corresponding hard per-pixel classification and a perfield classification based on hard per-pixel classified imagery
|Subjects:||G Geography. Anthropology. Recreation > G Geography (General)|
|Divisions:||University Structure - Pre August 2011 > School of Geography > Remote Sensing and Spatial Analysis
|Date Deposited:||17 Aug 2005|
|Last Modified:||03 Jun 2013 01:01|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
Available Versions of this Item
Sub-pixel land cover mapping for per-field classification. (deposited 06 Mar 2006)
- Sub-pixel land cover mapping for per-field classification. (deposited 17 Aug 2005) [Currently Displayed]
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