A comparison of methods for smoothing and gap filling time series of remote sensing observations - application to MODIS LAI products

@article{Kandasamy2012ACO,
  title={A comparison of methods for smoothing and gap filling time series of remote sensing observations - application to MODIS LAI products},
  author={Sivasathivel Kandasamy and Fr{\'e}d{\'e}ric Baret and Aleixandre Verger and Ph. Neveux and Marie Weiss},
  journal={Biogeosciences},
  year={2012},
  volume={10},
  pages={4055-4071}
}
  • Sivasathivel Kandasamy, Frédéric Baret, +2 authors Marie Weiss
  • Published 2012
  • Geology
  • Biogeosciences
  • Moderate resolution satellite sensors including MODIS (Moderate Resolution Imaging Spectroradiometer) already provide more than 10 yr of observations well suited to describe and understand the dynamics of earth's surface. However, these time series are associated with significant uncertainties and incomplete because of cloud cover. This study compares eight methods designed to improve the continuity by filling gaps and consistency by smoothing the time course. It includes methods exploiting the… CONTINUE READING

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