Statistical Downscaling

The Theory Behind KrigR

Introduction to the theory and considerations of climate reanalyses and statistical downscaling applications.

Setting up KrigR

Set-up instructions for `KrigR` and preparations for the workshop.

Quick Guide

This part of the workshop is meant to give a very brief introduction to KrigR and I highly recommend you peruse the rest of the content, too. If you are already committed to going through the more thorough workshop material in the Workshop tab on the left, I would recommend skipping this quickstart guide as you will gain more knowledge at a more approachable pace in that more exhaustive part of the material.

Preparing the Workshop

Preparations for the workshop.

Downloading & Processing

Download specifications and considerations with `KrigR`.

Statistical Downscaling

Kriging specifications and considerations with `KrigR`.

Bioclimatic Variables

Using KrigR to obtain bioclimatic variables.

Third-Party Data

Using `KrigR` with third-party data.

Projection Downscaling

KrigR is currently undergoing development. As a result, this part of the workshop has become deprecated. Please refer to the setup quick guide portions of this material as these are up-to-date.

KrigR - Climate Data for your Study Needs

A practical guide to the `KrigR` package.