Intercomparison of modis albedo retievals and in situ measurements across the global fluxnet network

A. Cescatti, B. Marcolla, S.K. Santhana Vannan, J.Y. Roman, E.J. Moors

Research output: Contribution to journalArticleAcademicpeer-review

197 Citations (Scopus)

Abstract

Surface albedo is a key parameter in the Earth's energy balance since it affects the amount of solar radiation directly absorbed at the planet surface. Its variability in time and space can be globally retrieved through the use of remote sensing products. To evaluate and improve the quality of satellite retrievals, careful intercomparisons with in situ measurements of surface albedo are crucial. For this purpose we compared MODIS albedo retrievals with surface measurements taken at 53 FLUXNET sites that met strict conditions of land cover homogeneity. A good agreement between mean yearly values of satellite retrievals and in situ measurements was found (r2 = 0.82). The mismatch is correlated with the spatial heterogeneity of surface albedo, stressing the relevance of land cover homogeneity when comparing point to pixel data. When the seasonal patterns of MODIS albedo are considered for different plant functional types, the match with surface observations is extremely good at all forest sites. On the contrary, satellite retrievals at non-forested sites (grasslands, savannas, croplands) underestimate in situ measurements across the seasonal cycle. The mismatch observed at grassland and cropland sites is likely due to the extreme fragmentation of these landscapes, as confirmed by geostatistical attributes derived from high resolution scenes.
Original languageEnglish
Pages (from-to)323-334
JournalRemote Sensing of Environment
Volume121
DOIs
Publication statusPublished - 2012

Keywords

  • reflectance distribution function
  • broad-band albedo
  • surface albedo
  • boreal forests
  • climate-change
  • vegetation
  • products
  • feedbacks
  • validation
  • instrument

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