aqStats
.trajCluster
that did not transform coordinates before distance matrix was calculated. Thanks to Dan Jaffe.corPlot
to carry through "use" option in cor
.added a new importUKAQ()
function, which supersedes importAURN()
, importAQE()
, importWAQN()
, importSAQN()
, importNI()
and importLocal()
. importUKAQ()
brings a lot of new functionality to accessing UK air quality data through {openair}
.
importUKAQ()
has all of the same arguments as the functions it supersedes, as well as "source" to define the specific network of interest. The "source" argument can either be of length 1 or equal to the length of the "site" argument. This means that importUKAQ()
can import statistics from multiple different networks at once.
importUKAQ()
allows ratified = TRUE
and to_narrow = TRUE
simultaneously. This will return a tibble with two columns per observation - "value" containing the concentration and "qc" containing TRUE
/FALSE
which indicates whether the concentration is validated.
The AQE, WAQN, SAQN and NI networks now allow for data_type = "daqi"
. At time of writing, only data from 2022 is present.
the site
and pollutant
arguments of importUKAQ()
are respected when data_type
is "daqi", "annual" or "monthly". The default behaviour to return all available statistics has not changed. (#346)
the various arguments which augment import function outputs now behave more consistently with one another. For example, ratified
now respects pollutant
and only returns the "_qc" columns for the pollutants of interest.
importAURN()
, importAQE()
, importWAQN()
, importSAQN()
, importNI()
and importLocal()
are still exported by {openair}
. These are all simply wrappers around importUKAQ()
with forced "source" arguments, and remain for back-compatibility and convenience.
While importKCL()
also imports uk air quality data, it is not currently made available through importUKAQ()
. Users should continue to import KCL data via importKCL()
for the time being.
importMeta()
has gained two new "source" options to assist with the new importUKAQ()
function:
source = "ukaq"
will return metadata for all of the "UKAQ" networks.
source = "all"
will return all available metadata (including KCL and Europe).
new function runRegression()
for extracting 'dilution lines' from air quality and other data. Online manual will be updated with principles and examples.
calendarPlot()
now automatically creates its own labels
if breaks
are specified. For example, c(0, 10, 20)
will create the labels c("0 - 10", "10 - 20")
. labels
can still be used to override the default values. (#341)
Added the w.abbr.len
argument to calendarPlot()
which controls the length of the weekday abbreviation. This was requested to help people using written Chinese, but will be more broadly useful (e.g., to use "Mon", "Tue", "Wed" in place of "M", "T", "W"). (#101)
return tibble from timeAverage()
.
add option panel.gap
to leave space between panels in timeAverage
day-hour plots. Set to 0 for previous behaviour.
Move regression formula off main plot for polarPlot()
for clarity and label slope as 'm'.
Tweak seasonal trend decomposition using STL to allow the seasonal amplitude to vary more. Affects smoothTrend()
and TheilSen()
.
Added colours recommended by the UK Government Analysis Function (https://analysisfunction.civilservice.gov.uk/policy-store/data-visualisation-colours-in-charts/) to openColours()
.
polarCluster
now prints the cluster contributions and returns a data frame of them in the output.
The order of columns in importUKAQ()
will remain consistent (metadata, date, pollutants, meteo) regardless of whether hc
is TRUE
or FALSE
.
quickText()
will now automatically capitalise "no" to "NO". (#343)
The year
argument of importMeta()
is now respected when source = "kcl"
and "europe"
.
Several of the directional analysis plot family (e.g., polarFreq()
) have been refactored to use is.null()
or is.na()
over missing()
. While predominantly an internal change, this should be make these functions easier to use inside of other functions (e.g., function(data, breaks = NA) polarFreq(data, breaks = breaks))
will now run successfully).
For calendarPlot
when annotated with ws or wd arrows, use max ws/wd that corresponds to hour of maximum pollutant concentration and not simple the max ws/wd for a day.
summaryPlot()
no longer forces time zones to be GMT. (#356)
add option meteo
to importAURN()
family of functions. By default modelled wind speed, direction and ambient temperature are returned if available, but not if meteo = FALSE
.
added a new column to modStats()
, "P", which represents the P-value of the correlation as reported by cor.test()
.
update processing of ADMS meteorological (.MOP) files to return stability and tidier data.
refined the output of pollutionRose()
where the ws2
and wd2
options are provided; instead of the misleading N/E/S/W, the markers become 0, +90, +/-180, -90.
the timeAverage()
progress bar is now powered by {cli}
/{purrr}
and can be silenced using the new progress
argument.
the polarCluster()
progress bar is now also powered by {cli}
/{purrr}
.
colours corresponding to the UK daily air quality index (https://uk-air.defra.gov.uk/air-pollution/daqi) have been added as options to openColours()
.
the {openair}
object's data
property returned by the trajLevel()
function is now consistently formatted regardless of statistic
choice, and contains relevant statistic-specific information (e.g., sigma
for "SQTBA"
).
fixed issue with modStats()
such that "method" can now be changed (e.g., to "spearman").
fixed issue with aqStats()
where output wasn't being properly split by pollutant/type.
fixed issue with conditionalQuantile()
where the plot would fail to be produced when "type" was not specified.
fixed issue with cutData()
where "season" wouldn't respect system locale (e.g., would still show "(DJF)" on Italian systems, instead of the correct "(gla)"). Note that the season name itself (e.g., "Winter") cannot be automatically converted.
fixed the theilSen()
silent
argument. The message "taking bootstrap samples. please wait" is also now sent via message()
rather than print()
and only appears once per function call.
fixed issue where trajCluster()
proportions would overlap when clustering forward trajectories. Proportions should now appear at the end of cluster paths, regardless of whether the trajectory is back or forward.
fixed issue where not all {openair}
plotting functions would properly return an openair S3 object, and that not all data
objects were tibbles.
Fixed issue with timeAverage()
where date formatting caused problems, possibly due to latest version of R (4.3.0).
do not use native pipe yet - does not work with old versions of R
fix issue with polarDiff()
where the resulting openair
object did not contain the plot
element.
add year
as an option to importMeta
. This allows the user to select sites that were only open at some point in the chosen year or duration of years.
make sure full daily gravimetric data are returned for PM10 and PM2.5 if available when using importAURN
family of functions. These data will be returned as gr_pm2.5
and gr_pm10
if data_type = "daily"
add alpha
argument to all polar directional analysis functions. This is mainly for use in openairmaps
but may be of general interest for specific use cases.
fix small bug in smoothTrend
in returned fit data when data is missing.
importLocal
to access locally-managed automatic monitoring data pollutionRose
when single number of breaks given (was ignored)import
, import.2
, importAURNcsv
and kernelExceed
sigma
to options for SQTBA trajectory analysis for control over plume spread assumptions; set to 1.5 km (in one hour)timeAverage
for multi-time period averagestimeProp
and simplify codeimportAURN
as data_type
.importAURN
family as data_type
.importMeta
calendarPlot
issue when there are gaps between selected months e.g.month = c(1, 2, 12)
calendarPlot
timeAverage
if DSTresolution
in polarPlot
--- now uses predictions at a coarser resolution that are interpolated. Will also speed-up plottingtrajlevel
), SQTBA --- Simplified Quantitative Transport Bias AnalysispolarPlot
when two pollutants supplied for different statistics polarPlot
. This regression approach determines a best fit line when there is error in the 'x' and the 'y'. The openair book will be updated to cover this in more detail.importAURN
.importAURN
.windRose
and pollutionRose
.TaylorDiagram
for annotation of observed data.timevariation
when difference = TRUE
trajCluster
issue to do with dplyr
importAURN
, importSAQN
, importWAQN
, importAQE
and importNI
. New option data_type
, which can be "hourly" (default), "annual", "monthly", "daily" and "15min" (for SO~2~). These new data sources should make it much easier to work with long-term time series with many sites. See the openair manual for more details.selectRunning
.windRose
selectRunning
. Now returns full data frame with a new condition column.month
not passed in calendarPlot
windRose
where whole period is calmpolarCluster
to speed up clustering through option pamonce = 3
. This should not appreciably affect results.aqStats
due to lubridate
time zone issue.TaylorDiagram
when group was present.plot.type
to summaryPlot
to change line style; most useful for vertical lines in time series with plot.type = "h"
polarCluster
polarDiff
to consider the difference surface between two polar plots.polarCluster
to consider clustering of differences in polar plot surfaces.windRose
and pass on option for number of significant figures used to annotate plots (dig.lab
)percentileRose
when statistic = "cpf"
and multiple pollutantstimeAverage
when type = "season"
and avg.time = "season"
week
to openair default typestimeVariation
when considering difference plots with missing datareturn
air_temp
) to meteorological variables returned from importAURN
, importSAQN
and importWAQN
(using WRF model).importAQE
due to strange dplyr
join issuesstatistic = "Spearman"
to polarPlot
as an option when considering two pollutants.method
option to corPlot
to allow different correlation methods ("pearson", "spearman" or "kendall")importAURN
, importSAQN
, importWAQN
, importAQE
.importNI
to import data from Northern Ireland.ratified
. These functions include importAURN
, importSAQN
, importWAQN
, importAQE
and importNI
importMeta
percentileRose
.importWAQN
that would intermittently fail; sometimes crashing R.date.format
to TheilSen
.calendarPlot
slowness on MacOSpolarPlot
statistic = "nwr"
in polarPlot
that implements the
Non-parametric Wind Regression based on Henry et al. (2009). The
openair
implementation is not identical but should yield similar
results.importAQE
function to import data from Air Quality
England sites.importEurope
to provide access to some the data from the
saqgetr
package.TheilSen
when no missing data and deseason = TRUE
timeAverage
when interval padding dates and date is "Date" class and not "POSIXct"trajCluster
, should be n.cluster
not n.clusters
cutData
timeAverage
, used for avg.time = "season". to_narrow
to importAURN
, importSAQN
, importKCL
and importWAQN
to stack data into a tidy format. The data are now returned as a 'tibble'importSAQN
and importWAQN
.TheilSen
when conditioning and < 6 annual measurementspolarPlot
axes.deseason = TRUE
in smoothTrend
and TheilSen
. This replaces simple linear interpolation.smoothTrend
when ci = FALSE
(no smooth was fitted).importWAQN
to access data from the Welsh air quality network.importMeta
.importMeta
.aqStats
use default data.thresh = 0
rather than 75% to ensure summaries are calculatedtimeVariation
when statistic - "median". Revision will result in narrower range.corPlot
to plot lower and upper triangles; add lower
as an option.timeAverage
when interval more than one time unit e.g. "10 day"polarPlot(mydata, cols = "plasma")
align
to be used in aqStats
to determine how rolling means are calculated. Can take the values "centre" (default), "left" and "right".importAURN
polarAnnulus
dplyr
.lubridate
in timeAverage
to improve speed / simplicityopenair
objectspolarPlot
when statistic = "cpf"
when using tibblespolarCluster
with exported data (date was not correctly merged to produce single date column)mydata
to a 'tibble' for easier printing.npoints = NA
in trajPlot
to suppress plotting of interval points.windRose
when ws/wd have different namestimeAverage
for wind direction (wd
) when statistic = "data.cap"
windRose(mydata, col = "cbPalette", breaks = 6)
. Thanks to Jerry Martin.plot
to TheilSen
. FALSE
can be useful when analysing data to extract the trend components and plot in other ways and when the TheilSen
plot is not required.silent
to TheilSen
to avoid printing updates to trend fitting. By default it is FALSE
.timeVariation
when more than one pollutantselectByDate
.timePlot
calendarPlot
to span any time period. The function can now straddle parts of two years or several years.col.arrow
to calendarPlot
to control colour of the wind speed / direction annotation arrows.selectByDate
due to changes in lubridate
importSAQN
when no dataimportAURN
and point users to importMeta
scatterPlot
when method = "level"
due to NSEtidyr
in place of reshape2
plyr
and reshape2
percentileRose
for method = "cpf"
with multiple pollutantspolarCluster
resolution to "normal" rather than "fine" to speed up.trajLevel
timeAverage
when statistic = "sum"
and all data in period was missing (would return 0 rather than NA
)conditionalEval
plots by using data where there are no missing data for all variables used. This is more important of var.obs
and var.mod
are supplied and hence additional variables are considered relative to only obs
and mod
.calendarPlot
to do with time zoneswindRose
/pollutionRose
when two conditioning variables were given (problem in bias correction)angle
option to percentileRose
to allow wind direction averages for sectors >10 degrees.aqStats
if only a few lines of datastatistic
to equal "mean", "median" or "frequency" in scatterPlot
, when method = "level"
scatterPlot
when method = "level"
to use tensor interaction to allow for better smoothing when x and y are on different scales.polarPlot
and suggest setting force.postive = FALSE
maps
Suggests rather than DependswindRose
TheilSen
and when no trend information is givenbinData
to easily summarise mean and 95% confidence intervals for intervals of a variablebootMeanDF
, used to calculate the bootstrap uncertainty in the mean of a vector.importAURN
polarPlot
to work with pairwise statistics to compare two pollutants. The function can consider Pearson correlation and slopes from ordinary linear regression, robust regression (using MASS function rlm
) and quantile regression (requires the quantreg package to be installed). See open access version of the paper.polarPlot
plot resolution to "fine".windRose
problem with some data due to missing datamapdata
package to SuggestsimportAURN
and importKCL
.polarPlot
.y.relation
is used when there is no grouping in timePlot
. To retain the behaviour of earlier versions use relation = "free"
type
when used with timeProp
windRose
timePlot
alpha
to polarPlot
to control transparency of plotted surface. Mostly useful for overlaying polar plots on leaflet maps (see openairmaps package)grid.line
option in windRose
so that users can control grid spacing, line type and line colourdownload.file
can use libcurl
for access to https (used in importAURN
)avg.time
option to summaryPlot
to control the averaging times of the time series lines and print.datacap
to control whether the data capture % is shown for each interval.selectByDate
where a day number would not workwindRose
, polarPlot
to avoid ambiguous interpretation of wind directionkey.position
option to timePlot
to control the location of the key.timeVariation
when data for some types is missing.trendLevel
issue due to dplyr
lubridate
package in timeAverage
summaryPlot
related to dplyr
use (would not plot missing data correctly)windRose
mean and statistics returned in data (thanks to Dr Ulrich Quass)importKCL
when incomplete time series (would drop site code and site name)pollutionRose
due to issue with calmssmoothTrend
where model uncertainties were not returnedsummaryPlot
where missing data would not be shown correctly when date was not ordered in sequencewindRose
when comparing two data setsGoogleMapsPlot
is deprecated and will be replaced with a better function.corPlot
importAURN
importMeta
for AURN - change in database source formatpollutionRose
plot warningmodStats
timeAverage
where estimating the time interval in input data could be unreliable due to low data availabilitytimeAverage
type
"yearseason" (or "seasonyear"). This will split data by every year / season combination, making sure the seasons are contiguous. For example, in winter in the northern hemisphere December 2010 will be considered part of winter 2011, rather than winter 2010. Thanks to Ralf Weisse for the suggestion.importAURN
and importMeta
when users are within an organisational network. Problems likely due to move from http to https and SSL Certificates.TheilSen
bug when two types.dplyr
conditionalEval
to avoid plot error.importAURN
importAURN
meta data in help function.scatterPlot
to have control over plot symbol fill and colour (for symbols 21 to 25). Use cols
and fill
to control.scatterPlot
can now fit more than one linear equation when there is a grouping variabletype
such as month, year etc.timeProp
, remove box.width
optionwindRose
bias correction (thanks to Eric Christensen)statistic = "r"
in polarPlot
for comparing polar plot correlation surfaces between two pollutants using Gaussian kernel weighting.type = "daylight"
when time zone not UTC.cutDaylight
as a separate function (cutData
works for everything)w.shift
option to calendarPlot
to control the first day of the week and subsequent order (thanks to Giovanni Bonafè)timeAverage
when expanding time series dplyr
warnings in TheilSen
type = "season"
in TheilSen
and smoothTrend
trajCluster
dplyr
bugs where some functions would fail with two typestrajCluster
linearRelation
to use any arbitrary time averaging period.timeVariation
when group = "season"NA
factors in trajPlot
trajPlot
that sometimes failed to print map when groupingtrajCluster
and option by.type
cutData
timeAverage
lubridate
for easier / faster date-time manipulationstimeProp
(lattice panel.barchart
is very slow)windRose
(wd can be NA
and ws zero i.e. calm)timeVariation
when difference = TRUE
for some factor levels (were in alphabetical) trendLevel
; make sure strip is whitetimeVariation
(vector.ws
did not work)TaylorDiagram
more flexible when using two groups and the
second is date-basedGoogleMapsPlot
when pollutant not givenGoogleMapsPlot
; write to
temporary file insteadaqStats
TheilSen
should always give trend in units/year (would use xlab if
supplied)cutData
bug where quantile cuts are madescatterPlot
so that factors with no data
still shownTheilSen
should always give trend in units/year (would use xlab if supplied)slope.text
in TheilSen
to allow users to add their
own text i.e. not the default "units/year"aqStats
importAURN
period = "months"
in summaryPlot
method = "hexbin"
in scatterPlot
airbaseStats
windRose
when all calmscatterPlot
windflow
to scatterPlot
and timePlot
to allow wind
flow plotssmoothTrend
pollutionRose
for option normalise
to show
probability by wind sector (0 to 1).timeAverage
now has an option type
similar to other functions. A
common use would be to apply timeAverage
to a data frame with
multiple sites where there is a column representing site name
e.g. type = "site"
.trajLevel
and
trajPlot
.trend
to TheilSen
to control how the trend lines
are drawn.calendarPlot
when partial month availablecalendarPlot
, don't need to cut data firstnpoints
option to trajPlot
to control time spacing of dots shown on back trajectoriesstatistic = "frequency
in timeAverage
timeProp
due to point abovetimeVariation
with type = "season"
when space in pollutant namesummaryPlot
- useful for shorter time
seriesdplyr
to speed up some of the code
e.g. timeAverage
x.inc
and y.inc
if not supplied by user in scatterPlot
trajLevel
frequency calculationimportMeta
introduced since using dplyr
angle.scale
to windRose
to control placement of radial scale
(helps to avoid clash with wind rose paddles)timePlot
when avg.time
given (regression)TaylorDiagram
to have group
of length two. This will show
all group combinations but will only differentiate them by
colour/symbol according to the first grouping variable.timeVariation
can now take a ylim
list to control the y-limits
on each individual plotmap.res
to be "state" to show the US
States.importKCL
when date was not at beginning of the yeartimeVariation
subsetsscatterPlot
for surface modellingimportKCL
is file of full yearaqStats
when multiple pollutants selectedtimeVariation
for y references line(s)corPlot
trajLevel
(winter period not properly
calculated)timePlot
,
scatterPlot
, timeVariation
and add to smoothTrend
together
with full control of their properties. Note - ref.x and
ref.y must now be lists; see help file for details.timeAverage
for irregular time
intervalspercentileRose
with stat = "cpf" and non-default
type (now uses single percentile based on all data, not
each panel)corPlot
(thanks to James Durant for
the suggestion)corPlot
when type = "default"pollutionRose
when annotate =
FALSE.scatterPlot
/trajPlot
when user
limits suppliedsummaryPlot
; some users
supplied "year" resulting in incorrect statisticspollutionRose
when statistic =
"prop.mean" (was erroneously percentage)smoothTrend
for more control over
names used for plottingcorPlot
timeVariation
to consider median + quantiles through
option 'statistic'polarPlot
importKCL
where dates were filled if two non contiguous
years were chosenpolarPlot
when upper is setsmoothTrend
/TheilSen
(was >=)polarPlot
, scatterPlot
,
polarAnnulus when limits within data rangetimeVariation
and polarAnnulus (allow any local time zone to be used;
was just GMT/BST before)smoothTrend
and TheilSen
percentileRose
by wind direction by default.percentileRose
trajPlot
bug when trajectory data was not at 3-hour intervalssmoothTrend
scatterPlot
surfacespolarPlot
when
statistic = "cpf"scatterPlot
when x and/or
y are on a log scaletimeAverage
when requested
averaging time is < original. Better handling when 'site' is
presentpolarPlot
polarPlot
to extract more
source information.polarPlot
to down-weight bins with
few data points - alternative to min.binpolarPlot
timePlot
when pch supplied and group = TRUE.windRose
/pollutionRose
to control
extent of radial limitstrajPlot
and trajLevel
and make default
lower resolution. Make default pollutant 'height' (always
present)calendarPlot
, use first year if not
supplied, add option month to allow only selected month(s)timeAverage
trajPlot
scatterPlot
windRose
(thanks to Philippe Barneoud
from Environment Canada for pointing out the need and
solution)pollutionRose
when comparing two met
datasets when ws bias is zerotrajLevel
scatterPlot
corPlot
- main did not worktimeVariation
(was
variable clash). Allow more flexibility when group and type
are usedpolarPlot
and
scatterPlot
(method = "level")percentileRose
.pollutionRose
documentation about comparing 2 data
sets (first subtracted from second)timeVariation
that showed extra NA level for
certain groups/typestrajLevel
windRose
bug when wind direction name was not wdimportAURN
when pollutant = "all" was specifiedwindRose
bug where all data are missingtrajLevel
for hexagonal binning
of trajectory frequenciespollutionRose
scaling issue, which sometimes missed the
lower intervaltimeAverage
data capture issue - was not always setting
data to NAcalendarPlot
as other functions (wrong
month order in non-English locales)corPlot
- see example in help filepolarPlot
when radial variable was negative
and smallpolarPlot
polarPlot
and type is defaultwindRose
when interval does not
existtimeVariation
windRose
for empty panels and panel labelling when
data missingcalendarPlot
pollutionRose
polarPlot
corPlot
polarPlot
s when there is insufficient data
to calculate a smooth surface.timeAverage
to avoid variable clash.trajLevel
summaryPlot
: type = "density" broken in recent versionstimePlot
importKCL
- now consistent with importAURN
calendarPlot
- highlight values
above/below a certain threshold.timeAverage
when ws was not available but wd waswindRose
when paddle = FALSEpolarPlot
grid
linesimportKCL
that was introduced in 0.5-21smoothTrend
when type = "site"windRose
now gives mean ws in each panel rather than counttimePlot
for more control over date
format on axispollutionRose
to control the width of the
segmentstimeVariation
to control the order of
weekdays.importAURN
to import new ws/wd from pre-calculated WRF
data at AURN sitestimeAverage
by removing date.pad.timeAverage
for wind speed.NEW FUNCTION polarCluster for undertaking k-means clustering of bivariate polar plots
Remove any considerations of time zones in selectByDate. If start and end are supplied, whole days based on Date format are used to select. Now accepts start/end in the form "YYYY-mm-dd" as well as UK format e.g. dd/mm/YYYY.
polarPlot
allowing variables other than
"ws" to be plotted with wind direction.polarPlot
/TaylorDiagrampolarPlot
concentrations unless upper is suppliedpercentileRose
timeAverage
TheilSen
and smoothTrend
timeVariation
timeVariation
to show difference
between two variables with bootstrap 95% CI in the meanscatterPlot
to avoid clash
with x or y axis labels.corPlot
, scatterPlot
, smoothTrend
, linearRelation,
percentileRose
, trajPlot
, trajLevel
, timeVariation
, TaylorDiagram,
timePlot
, summaryPlot
improved ... handlingcorPlot
added pollutant option, and openair class outputpercentileRose
deal with negative dataTheilSen
for all estimates for
consistency. May slightly affect some p estimates.calendarPlot
, kernelExceed,
MannKendall and conditionalQuantile
improved ... handlingwindRose
and pollutionRose
stat related annotationpolarPlot
, ploarFreq and polarAnnulus
improved ... handlingimportMeta
to import site meta data from air
pollution networkswindRose
/pollutionRose
: added statistic option
"abs.count"; improved scaling of segment widths; improved
... handlingtrajPlot
, trajLevel
for importing
and plotting pre-defined HYSPLIT back trajectories. These
functions are under active development and are for testing
purposes only!corPlot
for correlation matricestimePlot
windRose
/pollutionRose
percentileRose
scatterPlot
- not shown for some methodsscatterPlot
for binning data with
optional smoothing, plus other code clean-upstimePlot
to allow reference lines to
be addedpollutionRose
to show contribution
to counts and contribution to the mean. The latter is useful for
displaying those wind directions that make most contribution to the
overall mean. Panel mean is also now shown.importKCL
timeAverage
can now expand data to shorter time periods
e.g. hourly to 15-minute. This makes it more flexible to combine data
sets with differing averaging times. For example, daily mean particle
data can be expanded to 1-hour means and combined with an hourly
meteorological data set.timeAverage
timeAverage
(did not include wind
speed in calculations). For most data this will make very little
difference, but will be more important for low wind speeds and/or
variable wind directions.smoothTrend
smoothTrend
for "month" or "year" averagestimeAverage
scatterPlot
type = "wd" labels alignedpolarPlot
, which can now consider
"mean", "median", "max" (maximum), "frequency". "stdev"
(standard deviation) or "weighted.mean" in a similar way to polarFreqsmoothTrend
/MannKendall;
particularly when there are multiple sitestimePlot
would fail with
percentiles)smoothTrend
, MannKendall, timePlot
and scatterPlot
importKCL
, added site classification
to the help file and ensured GMT is exported.smoothTrend
and MannKendall to
allow flexible y-scales.percentileRose
' for flexible plotting of
percentiles by wind directionselectRunning
for selecting run lengths of a numeric
variable above a certain threshold.polarPlot
to maximise plotting areawindRose
and
percentileRose
; new option grid.line to control radial axes.summaryPlot
and
timePlot
windRose
and pollutionRose
on radial scalecalendarPlot
main/quickText handling.calendarPlot
first day of month error.summaryPlot
site ordering when more than one site.scatterPlot
(plot.type, lwd, and lty)
making it possible to add points and/or linesimportAURN
to account for a change in web domain
address at AEA.Any scripts or data that you put into this service are public.
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