pm10: PM10 dataset

In kidzik/fda.ts: Functional Time Series: Dynamic Functional Principal Components

PM10 dataset

Description

Concentration of partical matter of diameter 10 micrometers or smaller (PM10) is one of the most widely adopted measurements for assesment of ambient air quality. In this dataset, we provide 175 measurement of daily temporal distribution of PM10 in Graz, Austria, collected between December 2004 and June 2005.

For the purpose of this R package, raw data of 48 observations per day, was transformed to functional objects in Fourier basis using fda package.

Usage

pm10

Format

175 daily distribution functions in the fd format from the fda package

Source

Styrian Government, FA 17C Technical Environmental Protection and Safety, Air Quality Control Section,

References

Hormann, Siegfried, Brigitte Pfeiler, and Ernst Stadlober. Analysis and prediction of particulate matter PM10 for the winter season in Graz. Austrian Journal of Statistics 34.4 (2005): 307-326.

Examples

data(pm10)
summary(pm10)
plot(pm10)

kidzik/fda.ts documentation built on April 19, 2022, 5:34 a.m.