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RClimMAWGEN (version 1.1)

RClimMAWGEN (R Climate Index Multi-site Auto-regressive Weather GENeretor): a package to generate time series of climate indices from RMAWGEN generations.

Description

This package contains wrapper functions and methods which allow to use "climdex.pcic" and "RMAWGEN" packages. With this simple approach it is possible to calculate climate change indices, suggested by the WMO-CCL, CLIVAR, ETCCDMI(http://www.climdex.org),on stochastic generations of temperature and precipitation time series, obtained by the application of RMAWGEN. Each index can be applied to both observed data and to synthetic time series produced by the Weather Generator, over a reference period (e.g. 1981-2010, as in the example). It contains also functions and methods to evaluate the generated time series of climate change indices consistency by statistical tests.Bugs/comments/questions/collaboration of any kind are warmly welcomed.

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Version

Install

install.packages('RClimMAWGEN')

Monthly Downloads

34

Version

1.1

License

GPL (>= 2)

Last Published

January 5th, 2014

Functions in RClimMAWGEN (1.1)

as.data.frame

Trasformation of a ClimDex Data Frame to a Data Frame
accepted

Which generations pass the tests with success?
generation_p1

RClimMAWGEN Example Dataset
ks.test.climdex.data.frame

Kolgomorov-Smirnov Tests for a ClimDex Data Frame
wilcox.test

Wilcoxon Rank Sum and Signed Rank Tests a ClimDex Data Frame
temperature_min_daily

Daily Minimum Temperature
RClimMAWGEN-package

RClimMAWGEN
trentino_1958_2010

Trentino Dataset
temperature_max_daily

Daily Maximum Temperature
as.climdex.data.frame

Coercion to a ClimDex Data Frame
climdex.data.frame

ClimDex Data Frame