mnet_summarize: Produce a daily summary of Oklahoma Mesonet subdaily data

Description

Produce a daily summary of Oklahoma Mesonet subdaily data

Usage

mnet_summarize(
  sub_daily,
  tz = "Etc/GMT+6",
  interval = "1 day",
  include_qc_variables = FALSE
)

Value

A data frame with daily summaries of Oklahoma Mesonet data. See mnet_variable_definition() or the table below for the ID, variable name, unit and description for each column.

ID	Variable Name	Unit	Description
2AVG	Average Wind Speed at 2m	meters per second	Average of all 5-minute 2m wind speed observations each day.
2BAD	Number of Errant 2m Wind Speed Observations	number of 5-minute observations	Number of errant 5-minute 2m wind speed observations each day.
2DEV	Standard Deviation of Wind Speed at 2m	meters per second	Standard deviation of the wind speed at 2m during a 5-minute observation period.
2MAX	Maximum 2m Wind Speed	meters per second	Highest 5-minute averaged 2m wind speed measurement each day.
2MIN	Minimum 2m Wind Speed	meters per second	Lowest 5-minute averaged 2m wind speed measurement each day.
9AVG	Average Air Temperature at 9m	degrees Celsius	Average of all 5-minute averaged 9-m air temperature observations each day.
9BAD	Number of Errant 9m Air Temperature Observations	number of 5-minute observations	Number of errant 5-minute 9m air temperature observations each day.
ABAD	Number of Errant Solar Radiation Observations	number of 5-minute observations	Number of errant 5-minute solar radiation observations each day.
AMAX	Maximum Solar Radiation	Watts per square meter	Highest 5-minute averaged solar radiation measurement each day.
AMAXO	Maximum Solar Radiation Observation Number	5-minute observation number	Daily observation number that measured highest 5-minute averaged solar radiation value each day
ATOT	Total Solar Radiation	mega Joules per square meter	Daily accumulation of solar radiation each day.
B5AV	Average Temperature Under Bare Soil at 5cm	degrees Celsius	Average of all 15-minute averaged soil temperature observations each day.
B5BD	Number of Errant Temperature Under Bare Soil at 5cm Observations	number of 15-minute observations	Number of errant 15-minute temperature under bare soil at 5cm observations each day. This variable is only available prior to December 1, 2013.
B5MN	Minimum Temperature Under Bare Soil at 5cm	degrees Celsius	Lowest 15-minute averaged soil temperature observation each day. This variable is only available prior to December 1, 2013.
B5MNO	Minimum Temperature Under Bare Soil at 5cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured minimum temperature under bare soil at 5cm each day. This variable is only available prior to December 1, 2013.
B5MX	Maximum Temperature Bare Soil at 5cm	degrees Celsius	Highest 15-minute averaged soil temperature observation each day. This variable is only available prior to December 1, 2013.
B5MXO	Maximum Temperature Under Bare Soil at 5cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured maximum temperature under bare soil at 5cm each day. This variable is only available prior to December 1, 2013.
BAVG	Average Temperature Under Bare Soil at 10cm	degrees Celsius	Average of all 15-minute averaged soil temperature observations each day. This variable is only available prior to December 1, 2013.
BBAD	Number of Errant Temperature Under Bare Soil at 10cm Observations	number of 15-minute observations	Number of errant 15-minute temperature under bare soil at 10cm observations each day.
BMAX	Maximum Temperature Bare Soil at 10cm	degrees Celsius	Highest 15-minute averaged soil temperature observation each day.
BMAXO	Maximum Temperature Under Bare Soil at 10cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured maximum temperature under bare soil at 10cm each day.
BMIN	Minimum Temperature Under Native Vegetation at 10cm	degrees Celsius	Lowest 15-minute averaged soil temperature observation each day.
BMINO	Minimum Temperature Under Bare Soil at 10cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured minimum temperature under bare soil at 10cm each day.
CDEG	Cooling Degree Days	degrees Celsius	Number of degrees Celsius that the average daily air temperature is greater than 65 degrees Celsius .
DATE	Date of summary in Central Standard Time
DAVG	Average Dewpoint Temperature	degrees Celsius	Average of all 5-minute averaged dewpoint temperatures each day. Dewpoint temperature is derived from 1.5m air temperature and the corresponding humidity value.
DBAD	Number of Errant Dewpoint Temperature Observations	number of 5-minute observations	Number of errant 5-minute dewpoint temperature observations each day.
DMAX	Maximum Dewpoint Temperature	degrees Celsius	Highest 5-minute averaged dewpoint temperature each day. Dewpoint temperature is derived from 1.5m air temperature and the corresponding humidity value.
DMAXO	Maximum Daily Dewpoint Temperature Observation Number	5-minute observation number	Daily observation number that measured highest 5-minute averaged dewpoint temperature each day.
DMIN	Minimum Dewpoint Temperature	degrees Celsius	Lowest 5-minute averaged dewpoint temperature each day. Dewpoint temperature is derived from 1.5m air temperature and the corresponding humidity value.
DMINO	Minimum Daily Dewpoint Temperature Observation Number	5-minute observation number	Daily observation number that measured lowest 5-minute averaged dewpoint temperature each day.
HAVG	Average Humidity	percent	Average of all 5-minute averaged humidity observations each day.
HBAD	Number of Errant Humidity Observations	number of 5-minute observations	Number of errant 5-minute humidity observations each day.
HDEG	Heating Degree Days	degrees Celsius	Number of degrees Celsius that the average daily air temperature is less than 18.3 degrees Celsius.
HMAX	Maximum Humidity	percent	Highest 5-minute averaged humidity observation reported each day.
HMAXO	Maximum Daily Humidity Observation Number	5-minute observation number	Daily observation number that measured highest 5-minute averaged humidity each day.
HMIN	Minimum Humidity	percent	Lowest 5-minute averaged humidity observation reported each day.
HMINO	Minimum Daily Humidity Observation Number	5-minute observation number	Daily observation number that measured lowest 5-minute averaged humidity each day.
HTBAD	Number of Errant Heat Index Observations	number of 5-minute observations	Number of errant 5-minute heat index observations each day.
HTMX	Maximum Heat Index Temperature	degrees Celsius	Largest 5-minute averaged heat index observation each day. Derived using 5-minute averaged air temperature and corresponding 5-minute averaged humidity observation.
HTMXO	Maximum Daily Heat Index Observation Number	5-minute observation number	Daily observation number that measured highest 5-minute averaged heat index each day.
IBAD	Number of Errant Wind Direction Observations	number of 5-minute observations	Number of errant 5-minute 10m wind direction observations each day.
MSLP	Mean Sea Level Pressure	inches of mercury	Average of all 5-minute averaged station air pressure observations adjusted for station elevation each day.
PAVG	Average Station Pressure	inches of mercury	Average of all 5-minute averaged station air pressure observations each day.
PBAD	Number of Errant Station Pressure Observations	number of 5-minute observations	Number of errant 5-minute station pressure observations each day.
PDFQ	Primary Wind Direction Frequency	percentage	Frequency of observations in the given wind direction category.
PDIR	Primary Wind Direction	16-point cardinal direction	Most common wind direction for the day based on 16-point compass heading (i.e., 0 is N; 1 is NNE; 15 is NNW).
PMAX	Maximum Station Pressure	inches of mercury	Highest 5-minute averaged station air pressure observation each day.
PMAXO	Maximum Daily Station Pressure Observation Number	5-minute observation number	Daily observation number that measured highest 5-minute averaged station pressure each day.
PMIN	Minimum Station Pressure	inches of mercury	Lowest 5-minute averaged station air pressure observation each day.
PMINO	Minimum Daily Station Pressure Observation Number	5-minute observation number	Daily observation number that measured lowest 5-minute averaged station pressure each day.
R05BD	Number of Errant Soil Moisture Calibrated Delta-T at 5cm Observations	number of 30-minute observations	Number of errant 30-minute calibrated delta-t at 5cm observations.
R25BD	Number of Errant Soil Moisture Calibrated Delta-T at 25cm Observations	number of 30-minute observations	Number of errant 30-minute calibrated delta-t at 25cm observations.
R60BD	Number of Errant Soil Moisture Calibrated Delta-T at 60cm Observations	number of 30-minute observations	Number of errant 30-minute calibrated delta-t at 60cm observations.
R75BD	Number of Errant Soil Moisture Calibrated Delta-T at 75cm Observations	number of 30-minute observations	*Decommissioned March 2012. Number of errant 30-minute calibrated delta-t at 75cm observations.
RAIN	Rain	inches	Liquid precipitation measured each day. Frozen precipitation cannot be recorded until it melts; therefore, precipitation from snow may not be recorded until several days after the snow event.
RBAD	Number of Errant 5-minute Rain Observations	number of 5-minute observations	Number of errant 5-minute rain observations each day.
RMAX	Maximum 5-minute Rainfall Rate	inches per hour	Highest 5-minute averaged rainfall rate each day.
RNUM	Number of 5-minute Rainy Periods	number of 5-minute observations	Number of 5-minute observations in which precipitation increased. Frozen precipitation cannot be recorded until it melts; therefore precipitation from snow may not be recorded until several days after the snow event.
S25AV	Average Temperature Under Native Vegetation at 25cm	degrees Celsius	Average of all 15-minute averaged soil temperature observations each day. This variable is only available after and including December 1, 2013.
S25BD	Number of Errant Temperature Under Native Vegetation at 25cm Observations	number of 15-minute observations	Number of errant 15-minute temperature under native vegetation at 25cm observations each day. This variable is only available after and including December 1, 2013.
S25MN	Minimum Temperature Under Native Vegetation at 25cm	degrees Celsius	Lowest 15-minute averaged soil temperature observation each day. This variable is only available after and including December 1, 2013.
S25MX	Maximum Temperature Under Native Vegetation at 25cm	degrees Celsius	Highest 15-minute averaged soil temperature observation each day. This variable is only available after and including December 1, 2013.
S25NO	Minimum Temperature Under Native Vegetation at 25cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured minimum temperature under native vegetation at 25cm each day. This variable is only available after and including December 1, 2013.
S25XO	Maximum Temperature Under Native Vegetation at 25cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured maximum temperature under native vegetation at 25cm each day. This variable is only available after and including December 1, 2013.
S3AV	Average Temperature Under Native Vegetation at 30cm	degrees Celsius	Average of all 15-minute averaged soil temperature observations each day. This variable is only available prior to December 1, 2013.
S3BD	Number of Errant Temperature Under Native Vegetation at 30cm Observations	number of 15-minute observations	Number of errant 15-minute temperature under native vegetation at 30cm observations each day. This variable is only available prior to December 1, 2013.
S3MN	Minimum Temperature Under Native Vegetation at 30cm	degrees Celsius	Lowest 15-minute averaged soil temperature observation each day. This variable is only available prior to December 1, 2013.
S3MNO	Minimum Temperature Under Native Vegetation at 30cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured minimum temperature under native vegetation at 30cm each day. This variable is only available prior to December 1, 2013.
S3MX	Maximum Temperature Under Native Vegetation at 30cm	degrees Celsius	Highest 15-minute averaged soil temperature observation each day. This variable is only available prior to December 1, 2013.
S3MXO	Maximum Temperature Under Native Vegetation at 30cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured maximum temperature under native vegetation at 30cm each day. This variable is only available prior to December 1, 2013.
S5AV	Average Temperature Under Native Vegetation at 5cm	degrees Celsius	Average of all 15-minute averaged soil temperature observations each day.
S5BD	Number of Errant Temperature Under Native Vegetation at 5cm Observations	number of 15-minute observations	Number of errant 15-minute temperature under native vegetation at 5cm observations each day.
S5MN	Minimum Temperature Under Native Vegetation at 5cm	degrees Celsius	Lowest 15-minute averaged soil temperature observation each day.
S5MNO	Minimum Temperature Under Native Vegetation at 5cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured minimum temperature under native vegetation at 5cm each day.
S5MX	Maximum Temperature Under Native Vegetation at 5cm	degrees Celsius	Highest 15-minute averaged soil temperature observation each day.
S5MXO	Maximum Temperature Under Native Vegetation at 5cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured maximum temperature under native vegetation at 5cm each day.
S60AV	Average Temperature Under Native Vegetation at 60cm	degrees Celsius	Average of all 15-minute averaged soil temperature observations each day. This variable is only available after and including December 1, 2013.
S60BD	Number of Errant Temperature Under Native Vegetation at 60cm Observations	number of 15-minute observations	Number of errant 15-minute temperature under native vegetation at 60cm observations each day. This variable is only available after and including December 1, 2013.
S60MN	Minimum Temperature Under Native Vegetation at 60cm	degrees Celsius	Lowest 15-minute averaged soil temperature observation each day. This variable is only available after and including December 1, 2013.
S60MX	Maximum Temperature Under Native Vegetation at 60cm	degrees Celsius	Highest 15-minute averaged soil temperature observation each day. This variable is only available after and including December 1, 2013.
S60NO	Minimum Temperature Under Native Vegetation at 60cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured minimum temperature under native vegetation at 60cm each day. This variable is only available after and including December 1, 2013.
S60XO	Maximum Temperature Under Native Vegetation at 60cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured maximum temperature under native vegetation at 60cm each day. This variable is only available after and including December 1, 2013.
SAVG	Average Temperature Under Native Vegetation at 10cm	degrees Celsius	Average of all 15-minute averaged soil temperature observations each day.
SBAD	Number of Errant Temperature Under Native Vegetation at 10cm Observations	number of 15-minute observations	Number of errant 15-minute temperature under native vegetation at 10cm observations each day.
SDFQ	Secondary Wind Direction Frequency	percentage	Frequency of observations in the given wind direction category.
SDIR	Secondary Wind Direction	16-point cardinal direction	Second most common wind direction for the day based on 16-point compass heading.
SMAX	Maximum Temperature Under Native Vegetation at 10cm	degrees Celsius	Highest 15-minute averaged soil temperature observation each day.
SMAXO	Maximum Temperature Under Native Vegetation at 10cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured maximum temperature under native vegetation at 10cm each day.
SMIN	Minimum Temperature Under Native Vegetation at 10cm	degrees Celsius	Lowest 15-minute averaged soil temperature observation each day.
SMINO	Minimum Temperature Under Native Vegetation at 10cm Observation Number	15-minute observation number	Daily 15-minute observation number that measured minimum temperature under native vegetation at 10cm each day.
STID	Station ID		Station ID
TAVG	Average Air Temperature	degrees Celsius	Average of all 5-minute averaged temperature observations each day.
TBAD	Number of Errant 1.5m Air Temperature Observations	number of 5-minute observations	Number of errant 5-minute averaged 1.5m air temperature observations each day.
TMAX	Maximum Daily Air Temperature	degrees Celsius	Highest 5-minute averaged temperature observation reported each day.
TMAXO	Maximum Daily Air Temperature Observation Number	5-minute observation number	Daily observation number that measured highest 5-minute averaged 1.5 m air temperature each day.
TMIN	Minimum Daily Air Temperature	degrees Celsius	Lowest 5-minute averaged temperature observation reported each day.
TMINO	Minimum Daily Air Temperature Observation Number	5-minute observation number	Daily observation number that measured lowest 5-minute averaged 1.5 m air temperature each day.
TR05	Soil Moisture Calibrated Delta-T at 5cm	degrees Celsius	Calibrated change in temperature of soil over time after a heat pulse is introduced. Used to calculate soil water potential, fractional water index, or volumetric water.
TR25	Soil Moisture Calibrated Delta-T at 25cm	degrees Celsius	Calibrated change in temperature of soil over time after a heat pulse is introduced. Used to calculate soil water potential, fractional water index, or volumetric water.
TR60	Soil Moisture Calibrated Delta-T at 60cm	degrees Celsius	Calibrated change in temperature of soil over time after a heat pulse is introduced. Used to calculate soil water potential, fractional water index, or volumetric water.
TR75	Soil Moisture Calibrated Delta-T at 75cm	degrees Celsius	*Decommissioned March 2012. Calibrated change in temperature of soil over time after a heat pulse is introduced. Used to calculate soil water potential, fractional water index, or volumetric water.
VDEF	Average Daily Vapor Deficit	millibars	Average of all 5-minute averaged vapor deficit estimates each day.
WBAD	Number of Errant Wind Speed Observations	number of 5-minute observations	Number of errant 5-minute 10m wind speed observations each day.
WCBAD	Number of Errant Wind Chill Observations	number of 5-minute observations	Number of errant 5-minute wind chill observations each day.
WCMN	Minimum Wind Chill Index Temperature	degrees Celsius	Lowest 5-minute averaged wind chill observation each day. Derived using 5-minute averaged air temperature and corresponding 5-minute averaged 10-m wind speed observation.
WCMNO	Minimum Daily Wind Chill Observation Number	5-minute observation number	Daily observation number that measured lowest 5-minute averaged wind chill each day.
WDEV	Standard Deviation of Wind Speed at 10m	meters per second	Standard deviation of the wind speed at 10m during a 5-minute observation period.
WMAX	Maximum Wind Gust	meters per second	Highest 3-second wind speed measurement each day.
WMAXO	Maximum Wind Gust Observation Number	5-minute observation number	Daily 5-minute observation number that measured maximum wind gust each day.
WSMN	Minimum Wind Speed	meters per second	Lowest 5-minute averaged 10m wind speed measurement each day.
WSMNO	Minimum Wind Speed Observation Number	5-minute observation number	Daily 5-minute observation number that measured minimum wind speed at 10m each day.
WSMX	Maximum Wind Speed	meters per second	Highest 5-minute averaged 10m wind speed measurement each day.
WSMXO	Maximum Wind Speed Observation Number	5-minute observation number	Daily 5-minute observation number that measured maximum wind speed at 10m each day.
WSPD	Average Wind Speed	meters per second	Average of all 5-minute wind speed observations each day.

Arguments

sub_daily: a data frame with subdaily measurements from the Oklahoma Mesonet such as that produced by mnet_read_mts().
tz: a length-one character vector specifying which time zone to use for daily summary. Use base::OlsonNames() to obtain a listing of valid available time zones.
interval: the interval over which to summarize data. May be defined as a difftime object (see base::difftime()) or a character value compatible with units::as_units(). Tested intervals include "1 day" (the default), "30 min", and "1 hour", although other intervals may work (e.g. "3 hours").
include_qc_variables: a length-one logical vector specifying whether or or not to include quality control variables (e.g. number of errant observations) in the output

Examples

Run this code


# \dontshow{
  mesonet_cache_dir <- mnet_test_cache(site_info = TRUE,
                                       mts_files = TRUE,
                                       rds_files = TRUE)
  previous_options <- options(.mesonet_cache = mesonet_cache_dir)
# }

# Retrieve some data to summarize:
mesonet_data <- mnet_retrieve(stid = "ACME",
                              start_date = "1994-01-02",
                              end_date = "1994-01-03")

# Interval is 1 day by default:
mnet_summarize(mesonet_data)

# Summarize to hourly:
mnet_summarize(mesonet_data,
               interval = "1 hour")

# \dontshow{
  unlink(mesonet_cache_dir, recursive = TRUE)
  options(previous_options)
# }

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