data_climate: Climate Example / test dataset

In WoVollmer/pkgTS: Time Series functions

Description

The climate datasets provide Temperature and Precipitation time series data from Germany (DWD), Switzerland (meteoswiss) and atmospheric CO_2 concentration time series data from Mauna Loa (esrl).

Usage

data(monthly_climate_basel)

data(monthly_climate_giessen)

data(Basel_Temperature_ets_resid)

data(monthly_co2_wide)

Format

data.frame

Details

monthly_climate_basel provides monthly Temperature and Precipitation values (long format) from 2016 until 2020 without any NAs,
monthly_climate_giessen same as for Basel but with some NA values.

Basel_Temperature_ets_resid provides ETS model data with fitted and residual values.

monthly_co2_wide provides monthly CO2 time series data (wide format) from Mauna Loa from 1958 to 2020.

Source

Federal Office of Meteorology and Climatology MeteoSwiss https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_time_series

DWD Archiv Monats- und Tageswerte https://www.dwd.de/DE/leistungen/klimadatendeutschland/klarchivtagmonat.html

NOAA ESRL https://www.esrl.noaa.gov/gmd/ccgg/trends/global.html

Examples

# Temperature and Precipitation data
head(monthly_climate_basel)
tail(monthly_climate_basel)
uts_gen_yearly_seasonal_avg(monthly_climate_basel)

# Precipitation data have NAs
dplyr::slice(monthly_climate_giessen %>%
  dplyr::filter(Measure == "Precipitation"), 13:32)
uts_gen_yearly_seasonal_avg(monthly_climate_giessen)

# ETS model data
head(Basel_Temperature_ets_resid)
str(Basel_Temperature_ets_resid)
ggts_histo_forecast_resid(Basel_Temperature_ets_resid)

# CO_2 data wide format
monthly_co2_wide

WoVollmer/pkgTS documentation built on June 2, 2021, 4:02 a.m.