e-cienciaDatos, Repositorio de Datos del Consorcio Madroño
doi:10.21950/YYZNNN
Dataset. 2023

MGBAS2 REFERENCE DATA:REFERENCE FIRE PERIMETERS OBTAINED FROM SENTINEL-2 IMAGERY OVER MADAGASCAR FOR THE YEARS 2019 AND 2021

e-cienciaDatos, Repositorio de Datos del Consorcio Madroño
  • Franquesa Fuentetaja, Magi
  • Kull, Christian A.
  • Fernández-García, Víctor
The MGBAS2 reference data was derived from Sentinel-2 images over a set of 6 tiles (sampling units)sampled following a design customized for the Sentinel tiling grid system and to represent low and high burned area occurrence strata in Madagascar. Over each tile Sentinel-2 time series were defined based on a set of conditions for minimizing cloud cover and to guarantee series length and a minimum time lag between image pairs. Sentinel-2 image pairs were classified with a Random Forest (RF) algorithm to provide burned perimeters of depicting areas that burned between the two dates that were combined in a synthetic burned area reference dataset. This dataset represent for each unit burned and unburned polygons and masked areas. A detailed description of the dataset can be found in Fernández-García et al.(2023) ("Madagascar’s burned area from Sentinel-2 imagery (2016–2022): four times higher than from lower resolution sensors", in preparation).




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