Estimate Phenological Metrics using Presence-Only Data.
phenesse
phenesse
: Estimate phenological metrics using presence-only data
The phenesse
package provides tools in R
to estimate phenological metrics using presence only data. The package includes a new Weibull-parameterized estimator described in Belitz et al. (2020) (https://doi.org/10.1111/2041-210X.13448). Additionally, the package provides a non-parametric bootstrap approach to estimating confidence intervals for this estimator as well as quantile and mean estimates.
Note that generating confidence intervals of a Weibull-parameterized estimate is very computationally expensive. We recommend exploring parallelization options when generating many CIs of Weibull-parameterized estimates. An example of parallelization can be found in the vignette.
Installation
CRAN
phenesse
is available on CRAN. Install using install.packages("phenesse")
GitHub
The development version of phenesse
is available on GitHub. To install without a vignette, use: devtools::install_github("mbelitz/phenessse")