csa: A Cross-Scale Analysis Tool for Model-Observation Visualization and Integration

Integration of Earth system data from various sources is a challenging task. Except for their qualitative heterogeneity, different data records exist for describing similar Earth system process at different spatio-temporal scales. Data inter-comparison and validation are usually performed at a single spatial or temporal scale, which could hamper the identification of potential discrepancies in other scales. 'csa' package offers a simple, yet efficient, graphical method for synthesizing and comparing observed and modelled data across a range of spatio-temporal scales. Instead of focusing at specific scales, such as annual means or original grid resolution, we examine how their statistical properties change across spatio-temporal continuum.

Getting started

Package details

AuthorYannis Markonis [aut, cre], Christoforos Pappas [aut], Mijael Vargas [ctb], Simon Papalexiou [ctb], Martin Hanel [ctb]
MaintainerYannis Markonis <imarkonis@gmail.com>
LicenseGPL-2
Version0.7.0
URL http://github.com/imarkonis/csa
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("csa")

Try the csa package in your browser

Any scripts or data that you put into this service are public.

csa documentation built on July 2, 2020, 2:38 a.m.