View source: R/wrcc_ESAMQualityControl.R
wrcc_ESAMQualityControl | R Documentation |
Perform various QC measures on WRCC EBAM data.
The 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_ESAMQualityControl(
tbl,
valid_Longitude = c(-180, 180),
valid_Latitude = c(-90, 90),
remove_Lon_zero = TRUE,
remove_Lat_zero = TRUE,
valid_Flow = c(1.999, 2.001),
valid_AT = c(-Inf, 150),
valid_RHi = c(-Inf, 55),
valid_Conc = c(-Inf, 5000),
flagAndKeep = FALSE
)
tbl |
single site tibble created by |
valid_Longitude |
range of valid Longitude values |
valid_Latitude |
range of valid Latitude values |
remove_Lon_zero |
flag to remove rows where Longitude == 0 |
remove_Lat_zero |
flag to remove 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 |
flag, rather than remove, bad data during the QC process |
Cleaned up tibble of WRCC monitor data.
wrcc_qualityControl
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