Statistical Estimation of Phenological Parameters

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.


Reference manual

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install.packages("sephora")

0.1.31 by Inder Tecuapetla-Gómez, 3 years ago


Browse source code at https://github.com/cran/sephora


Authors: Inder Tecuapetla-Gómez [cre, aut] , Fanny Galicia-Gómez [ctb] , Francisco Rosales-Marticorena [ctb]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports dtwclust, foreach, parallel, doParallel, dplyr, nlme, MASS, ggnewscale, spiralize

Depends on ggplot2, methods, geoTS, eBsc, rootSolve

Suggests TSclust, bigmemory, vcd


See at CRAN