CRAN/E | csa

csa

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

Installation

About

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.

github.com/imarkonis/csa
Bug report File report

Key Metrics

Version 0.7.0
R ≥ 3.4.0
Published 2020-05-16 1442 days ago
Needs compilation? no
License GPL-2
CRAN checks csa results

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Maintainer

Maintainer

Yannis Markonis

imarkonis@gmail.com

Authors

Yannis Markonis

aut / cre

Christoforos Pappas

aut

Mijael Vargas

ctb

Simon Papalexiou

ctb

Martin Hanel

ctb

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.4.0

Imports

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

Suggests

testthat ≥ 2.1.0
colorspace