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.


Reference manual

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0.7.0 by Yannis Markonis, a year ago


Report a bug at http://github.com/imarkonis/csa/issues

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

Authors: Yannis Markonis [aut, cre] , Christoforos Pappas [aut] , Mijael Vargas [ctb] , Simon Papalexiou [ctb] , Martin Hanel [ctb]

Documentation:   PDF Manual  

GPL-2 license

Imports grDevices, stats, ggplot2, data.table, scales, reshape2, moments, Lmoments, foreach, ggpubr, raster, doParallel, parallel

Suggests testthat, colorspace

See at CRAN