sephora

Statistical Estimation of Phenological Parameters

CRAN Package

Provides functions and methods for estimating phenological dates (green up, start of a season, maturity, senescence, end of a season and dormancy) from (nearly) periodic Earth Observation time series. These dates are critical points of some derivatives of an idealized curve which, in turn, is obtained through a functional principal component analysis-based regression model. Some of the methods implemented here are based on T. Krivobokova, P. Serra and F. Rosales (2022) https://www.sciencedirect.com/science/article/pii/S0167947322000998. Methods for handling and plotting Earth observation time series are also provided.


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  • Depends4 packages
  • Imports8 packages
  • Suggests3 packages