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|Title:||A Sampling Method for The Retrospective Validation of Global Burned Area Products|
|Authors:||BOSCHETTI Luigi; BRIVIO PIETRO; EVA HUGH; GALLEGO PINILLA FRANCISCO; BARALDI ANDREA; GREGOIRE JEAN-MARIE|
|Citation:||IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING vol. 44 no. 7 p. 1765-1773|
|Publisher:||IEEE GEOSCIENCE AND REMOTE SENSING SOCIETY|
|Type:||Articles in periodicals and books|
|Abstract:||This work presents a design-based validation and calibration scheme for the Global Burned Area 2000 (GBA2000) products. The objective of such a scheme is to assess the margins of uncertainty associated with the burned area products and to estimate calibration coefficients needed to convert burned pixel counts into areal estimates. As the validation of GBA2000 was performed long after 2000, and given the fact that burned areas are a predominantly non-permanent land cover change, the reference data is obtained from a set of Landsat 7 ETM+ high resolution remotely sensed data. A stratified sampling scheme is presented, specifically designed for the retrospective validation of burned area data; the scheme is based on combining information from two low resolution burned area products (GBA2000 itself and Globscar). The resulting stratification has been applied to the whole global GBA dataset and preliminary validation results are reported for Africa. The conclusions highlight the limits of a retrospective validation exercise, and summarize some of the open issues in the validation of global burned area maps. Index Terms— Remote sensing, Low spatial resolution, Validation, Burn Scars.|
|JRC Institute:||Space, Security and Migration|
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