Assessment of Atmospheric Correction Algorithms for Sentinel-3 OLCI in the Amazon River Continuum - INSU - Institut national des sciences de l'Univers
Article Dans Une Revue Remote Sensing Année : 2024

Assessment of Atmospheric Correction Algorithms for Sentinel-3 OLCI in the Amazon River Continuum

Aline M. Valerio
  • Fonction : Auteur
Milton Kampel
  • Fonction : Auteur
Victoria Ballester
  • Fonction : Auteur
Jeffrey Richey
  • Fonction : Auteur

Résumé

Water colour remote sensing is a valuable tool for assessing bio-optical and biogeochemical parameters across the vast extent of the Amazon River Continuum (ARC). However, accurate retrieval depends on selecting the best atmospheric correction (AC). Four AC processors (Acolite, Polymer, C2RCC, OC-SMART) were evaluated against in situ remote sensing reflectance (Rrs) measurements. K-means classification identified four optical water types (OWTs) that are affected by the ARC. Two OWTs showed seasonal differences in the Lower Amazon River, influenced by the increase in suspended sediment concentration with river discharge. The other OWTs in the Amazon River Plume are dominated by phytoplankton or by a mixture of optically significant constituents. The Quality Water Index Polynomial method used to assess the quality of in situ and orbital Rrs had a high failure rate when the Apparent Visible Wavelength was >580 nm for in situ Rrs. OC-SMART Rrs products showed better spectral quality compared to Rrs derived from other AC processors evaluated in this study. These results improve our understanding of remotely sensing very turbid waters, such as those in the Amazon River Continuum.
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insu-04847461 , version 1 (19-12-2024)

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Aline M. Valerio, Milton Kampel, Vincent Vantrepotte, Victoria Ballester, Jeffrey Richey. Assessment of Atmospheric Correction Algorithms for Sentinel-3 OLCI in the Amazon River Continuum. Remote Sensing, 2024, 16, 380, pp. 71-82. ⟨10.3390/rs16142663⟩. ⟨insu-04847461⟩
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