csa

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

CRAN Package

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.

  • Version0.7.1
  • R version≥ 3.4.0
  • LicenseGPL-2
  • Needs compilation?No
  • Last release10/24/2023

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  • Depends1 package
  • Imports12 packages
  • Suggests2 packages