Remote sensing methods in medium spatial resolution satellite data land cover classification of large areas

Progress in Physical Geography - Tập 26 Số 2 - Trang 173-205 - 2002
Steven E. Franklin1, Michael A. Wulder2
1Department of Geography, University of Calgary, Calgary, Alberta, Canada T2N 1N4
2Natural Resources Canada, Canadian Forest Service, Pacific Forestry Centre, Victoria, British Columbia, Canada V8Z 1M5.

Tóm tắt

Numerous large-area, multiple image-based, multiple sensor land cover mapping programs exist or have been proposed, often within the context of national forest monitoring, mapping and modelling initiatives, worldwide. Common methodological steps have been identified that include data acquisition and preprocessing, map legend development, classification approach, stratification, incorporation of ancillary data and accuracy assessment. In general, procedures used in any large-area land cover classification must be robust and repeatable; because of data acquisition parameters, it is likely that compilation of the maps based on the classification will occur with original image acquisitions of different seasonality and perhaps acquired in different years and by different sensors. This situation poses some new challenges beyond those encountered in large-area single image classifications. The objective of this paper is to review and assess general medium spatial resolution satellite remote sensing land cover classification approaches with the goal of identifying the outstanding issues that must be overcome in order to implement a large-area, land cover classification protocol.

Từ khóa


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Progress in Physical Geography

Tập 26 Số 2

173-205

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