View source: R/wrcc_EBAMQualityControl.R
wrcc_EBAMQualityControl | R Documentation |
Perform various QC measures on WRCC EBAM data.
Any numeric values matching the following are converted to NA
x < -900
x == -9.9899
x == 99999
The following columns of data are tested against valid ranges:
Flow
AT
RHi
ConcHr
A POSIXct datetime
column (UTC) is also added based on DateTime
.
wrcc_EBAMQualityControl(
tbl,
valid_Longitude = c(-180, 180),
valid_Latitude = c(-90, 90),
remove_Lon_zero = TRUE,
remove_Lat_zero = TRUE,
valid_Flow = c(16.7 * 0.95, 16.7 * 1.05),
valid_AT = c(-Inf, 45),
valid_RHi = c(-Inf, 50),
valid_Conc = c(-Inf, 5000),
flagAndKeep = FALSE
)
tbl |
Single site titbble created by |
valid_Longitude |
Range of valid Longitude values. |
valid_Latitude |
Range of valid Latitude values. |
remove_Lon_zero |
Logical specifying removal of rows where Longitude == 0. |
remove_Lat_zero |
Logical specifying removal of rows where Latitude == 0. |
valid_Flow |
Range of valid Flow values. |
valid_AT |
Range of valid AT values. |
valid_RHi |
Range of valid RHi values. |
valid_Conc |
Range of valid ConcHr values. |
flagAndKeep |
Logical specifying flagging, rather than removal, of bad data during the QC process. |
Cleaned up tibble of WRCC monitor data.
wrcc_qualityControl
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