A data frame containing a date
field. mydata must contain a date field in
Date or POSIXct format. The input time series must
be regular e.g. hourly, daily.
pollutant
The name of a pollutant e.g. pollutant = "o3".
width
The averaging period (rolling window width) to use
e.g. width = 8 will generate 8-hour rolling mean values
when hourly data are analysed.
new.name
The name given to the new rollingMean variable. If
not supplied it will create a name based on the name of the
pollutant and the averaging period used.
data.thresh
The data capture threshold in
calculated if data capture over the period of interest is less
than this value. For example, with width = 8 and
data.thresh = 75 at least 6 hours are required to calculate
the mean, else NA is returned.
align
specifyies how the moving window should be
aligned. "right" means that the previous hours
(including the current) are averaged. This seems to be the default
for UK air quality rolling mean statistics. "left" means
that the forward hours are averaged, and "centre" or
"center", which is the default.
...
other arguments, currently unused.
Details
This is a utility function mostly designed to calculate rolling
mean statistics relevant to some pollutant limits e.g. 8 hour
rolling means for ozone and 24 hour rolling means for
PM10. However, the function has a more general use in helping to
display rolling mean values in flexible ways e.g. with the rolling
window width left, right or centre aligned.
The function will try and fill in missing time gaps to get a full
time sequence but return a data frame with the same number of rows
supplied.