Climate Modeling with Point Data from Climate Stations

An automated and streamlined workflow for predictive climate mapping using climate station data. Works within an environment the user provides a destined path to - otherwise it's tempdir(). Quick and relatively easy creation of resilient and reproducible climate models, predictions and climate maps, shortening the usually long and complicated work of predictive modelling. For more information, please find the provided URL. Many methods in this package are new, but the main method is based on a workflow from Meyer (2019) and Meyer (2022) , however, it was generalized and adjusted in the context of this package.

climodr

The goal of climodr is to use point data from climate stations, spectral imagery and elevation models to automatically create ready-to-use climate maps providing an easy to use method for creating high quality climate maps.

Installation

You can install the development version of climodr from GitHub with:

install.packages("pak")
pak::pak("envima/climodr")

Example

There is an example workflow provided in the vignette of climodr, which you can access via the command vignette("climodr").

For more information about the package, visit our website.