Data Quality Reports for Session: 185674 User: paredesp1 Completed: 05/17/2017


TABLE OF CONTENTS

DQR IDSubjectData Streams Affected Data Quality Metric
D100106.1SGP/MET/E9 - Wind Speed Data IncorrectsgpmetE9.b1Incorrect
D110524.3SGP/MET/E9 - Time-stamp uncertaintysgpmetE9.b1Incorrect
D111114.1SGP/MET/E9 - RH probe failuresgpmetE9.b1Incorrect
D140108.1SGP/MET/E11/E15/E21/E31/E33/E34/E35/E36/E37/E38/E9 - Ice on wind sensorssgpmetE15.b1, sgpmetE9.b1Suspect
D140801.3SGP/MET/E9 - Rain gauge cloggedsgpmetE9.b1Suspect
D151201.2SGP ALL INSTRUMENTS - Icing EventsgpmetE15.b1, sgpmetE9.b1Does not affect quality
D160104.7SGP Site Power Outage Due to Winter StormsgpmetE15.b1Does not affect quality
D160203.2SGP/MET/E9 - False tips in high windssgpmetE9.b1Does not affect quality
D160203.5SGP/MET/E15 - False tips in high windssgpmetE15.b1Does not affect quality
D160411.3SGP/MET/E9 - Wind sensor malfunctionsgpmetE9.b1Does not affect quality
D160802.4SGP/MET/E15 - Tipping bucket rain gauge cloggedsgpmetE15.b1Incorrect
D160909.5SGP/MET/E15 - No precipitation recordedsgpmetE15.b1Incorrect
D160930.2SGP/MET/E9 - Bad batterysgpmetE9.b1Missing
D161118.3SGP/MET/E9 - Tipping bucket under-reporting precipitationsgpmetE9.b1Incorrect
D170123.1SGP/MET/E11/E13/E15/E21/E31/E32/E33/E34/E35/E36/E37/E38/E39/E40/E41/E9 - Ice storm
affected winds
sgpmetE15.b1, sgpmetE9.b1Incorrect
D170209.5SGP/EBBR/MET/SWATS/E9 - Incorrect TimestampsgpmetE9.b1Incorrect
D170221.5SGP/MET/STAMP/All - Freezing Rain EventsgpmetE15.b1, sgpmetE9.b1Does not affect quality
D170306.3SGP/MET/E9 - Incorrect ValuesgpmetE9.b1Incorrect
D170320.1SGP/MET/E9 - Temperature occasionally failed 6-month field calibration checkssgpmetE9.b1Suspect
D170321.10SGP/MET/E15 - Temperature/humidity sensor occasionally failed 6-month field calibration
checks
sgpmetE15.b1Suspect
D170321.11SGP/MET/E15 - Temperature/humidity sensor failed a field calibration checksgpmetE15.b1Suspect
D170322.1SGP/MET/E15 - Temperature/humidity sensor failed a field calibration checksgpmetE15.b1Suspect


DQRID : D100106.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
11/25/2009173312/10/20092121Incorrect
Subject:
SGP/MET/E9 - Wind Speed Data Incorrect
DataStreams:sgpmetE9.b1
Description:
Wind speed sensor reference wire became detached.  This caused all wind sensor data to 
report near 0 m/s.
Measurements:sgpmetE9.b1:
  • Wind speed vector mean(wspd_vec_mean)
  • qc_wspd_vec_mean
  • qc_wspd_arith_mean
  • Wind speed, lower, 1-min avg(wspd_arith_mean)


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DQRID : D110524.3
Start DateStart TimeEnd DateEnd Time Data Quality Metric
05/03/2010000005/07/20100215Incorrect
Subject:
SGP/MET/E9 - Time-stamp uncertainty
DataStreams:sgpmetE9.b1
Description:
Between 20100503 and 20100507 the sgp.E9 instruments (EBBR, MET, SIRS, SWATS) time clocks 
were drifting outside the allowable +/-3 seconds.  During the specified period, the 
swings ranged from -326 to +637 seconds.
Measurements:sgpmetE9.b1:
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)
  • qc_wdir_vec_mean
  • qc_temp_mean
  • Wind speed vector mean(wspd_vec_mean)
  • qc_wdir_vec_std
  • Wind direction vector mean(wdir_vec_mean)
  • Atmospheric pressure(atmos_pressure)
  • qc_wspd_vec_mean
  • qc_rh_mean
  • time
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)
  • qc_tbrg_precip_total
  • qc_vapor_pressure_mean
  • qc_tbrg_precip_total_corr
  • Temperature mean(temp_mean)
  • wdir_vec_std
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • base_time
  • tbrg_precip_total
  • time_offset
  • qc_wspd_arith_mean
  • qc_time
  • qc_atmos_pressure
  • Wind speed, lower, 1-min avg(wspd_arith_mean)


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DQRID : D111114.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
11/08/2011155011/09/20110701Incorrect
Subject:
SGP/MET/E9 - RH probe failure
DataStreams:sgpmetE9.b1
Description:
The T/RH probe failed. The resulting problem led to very unreasonable values of RH (~160%) 
which caused the vapor pressure values to also be incorrect.
Measurements:sgpmetE9.b1:
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)
  • Vapor pressure mean, calculated(vapor_pressure_mean)


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DQRID : D140108.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
12/21/2013000012/25/20132359Suspect
Subject:
SGP/MET/E11/E15/E21/E31/E33/E34/E35/E36/E37/E38/E9 - Ice on wind sensors
DataStreams:sgpmetE15.b1, sgpmetE9.b1
Description:
Wind data was affected by ice buildup on the sensors. Data during this period should be 
used with caution. Exact times of sensor thaw are unknown.
Measurements:sgpmetE9.b1:
  • Wind speed vector mean(wspd_vec_mean)
  • Wind direction vector mean(wdir_vec_mean)
  • wdir_vec_std
  • Wind speed, lower, 1-min avg(wspd_arith_mean)

sgpmetE15.b1:
  • Wind speed, lower, 1-min avg(wspd_arith_mean)
  • wdir_vec_std
  • Wind speed vector mean(wspd_vec_mean)
  • Wind direction vector mean(wdir_vec_mean)


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DQRID : D140801.3
Start DateStart TimeEnd DateEnd Time Data Quality Metric
06/02/2014000006/18/20141805Suspect
Subject:
SGP/MET/E9 - Rain gauge clogged
DataStreams:sgpmetE9.b1
Description:
The tipping bucket rain gauge was found to be clogged during bi-weekly maintenance. 
Precipitation data during this time may be suspect.
Measurements:sgpmetE9.b1:
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)
  • tbrg_precip_total


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DQRID : D151201.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
11/27/2015000011/30/20152359Does not affect quality
Subject:
SGP ALL INSTRUMENTS - Icing Event
DataStreams:sgpmetE15.b1, sgpmetE9.b1
Description:
An icing event (winter storm Cara) passed slowly through the area during this time frame.  
Instruments at the SGP may have been affected by ice accumulation.
Measurements:sgpmetE9.b1:
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)
  • Wind speed vector mean(wspd_vec_mean)
  • Wind direction vector mean(wdir_vec_mean)
  • Atmospheric pressure(atmos_pressure)
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)
  • Temperature mean(temp_mean)
  • wdir_vec_std
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • tbrg_precip_total
  • Wind speed, lower, 1-min avg(wspd_arith_mean)

sgpmetE15.b1:
  • Wind speed, lower, 1-min avg(wspd_arith_mean)
  • wdir_vec_std
  • tbrg_precip_total
  • Wind speed vector mean(wspd_vec_mean)
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)
  • Wind direction vector mean(wdir_vec_mean)
  • Temperature mean(temp_mean)
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • Atmospheric pressure(atmos_pressure)
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)


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DQRID : D160104.7
Start DateStart TimeEnd DateEnd Time Data Quality Metric
12/26/2015000001/01/20162359Does not affect quality
Subject:
SGP Site Power Outage Due to Winter Storm
DataStreams:sgpmetE15.b1
Description:
On Saturday and Sunday, December 26 and 27th a powerful winter storm (Goliath) brought 
sleet and freezing rain to much of Oklahoma with wind gusts of 45 MPH at times. The result 
was very very slick roads and mass power outages.
 
The SGP central facility lost power at 8:55 PM CDT on Sunday, December 27th.  
The power was restored on 7:56 PM CDT on Wednesday, December 30th
 
Site Emergency procedures were activated and Technicians drained water out of instrument 
reservoirs and other measures as needed, early Monday morning.
 
On Wednesdays as roads and power started was restored to much of the areas east of I-35 , 
Site Technicians performed maintenance on several Extended Facilities.

During this period, data are potentially missing, incorrect, or suspect.  Carefully 
inspect the data before use.
Measurements:sgpmetE15.b1:
  • qc_tbrg_precip_total
  • Wind speed, lower, 1-min avg(wspd_arith_mean)
  • East longitude(lon)
  • qc_wdir_vec_std
  • qc_vapor_pressure_mean
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)
  • Altitude above mean sea level(alt)
  • qc_time
  • qc_wspd_arith_mean
  • Atmospheric pressure(atmos_pressure)
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)
  • base_time
  • time
  • wdir_vec_std
  • tbrg_precip_total
  • Wind speed vector mean(wspd_vec_mean)
  • Wind direction vector mean(wdir_vec_mean)
  • time_offset
  • qc_wdir_vec_mean
  • qc_atmos_pressure
  • Temperature mean(temp_mean)
  • qc_rh_mean
  • North latitude(lat)
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • qc_temp_mean
  • qc_tbrg_precip_total_corr
  • qc_wspd_vec_mean


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DQRID : D160203.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
06/29/1993000002/01/20162038Does not affect quality
Subject:
SGP/MET/E9 - False tips in high winds
DataStreams:sgpmetE9.b1
Description:
The TBRG's were mounted at a height that made them prone to vibrations caused by high 
winds which may have caused false tips.  The end date of this DQR indicates when the rain 
gauge was lowered to mitigate these effects.  

Effects on the total precipitation amounts are assumed to be negligible.
Measurements:sgpmetE9.b1:
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)
  • tbrg_precip_total


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DQRID : D160203.5
Start DateStart TimeEnd DateEnd Time Data Quality Metric
07/13/1993000001/15/20161628Does not affect quality
Subject:
SGP/MET/E15 - False tips in high winds
DataStreams:sgpmetE15.b1
Description:
The TBRG's were mounted at a height that made them prone to vibrations caused by high 
winds which may have caused false tips.  The end date of this DQR indicates when the rain 
gauge was lowered to mitigate these effects.  

Effects on the total precipitation amounts are assumed to be negligible.
Measurements:sgpmetE15.b1:
  • tbrg_precip_total
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)


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DQRID : D160411.3
Start DateStart TimeEnd DateEnd Time Data Quality Metric
03/12/2016120104/06/20161510Does not affect quality
Subject:
SGP/MET/E9 - Wind sensor malfunction
DataStreams:sgpmetE9.b1
Description:
Loose wire contacts and possible bad bearings caused intermittent wind data dropouts 
during this time.
Measurements:sgpmetE9.b1:
  • Wind speed vector mean(wspd_vec_mean)
  • Wind direction vector mean(wdir_vec_mean)
  • wdir_vec_std
  • Wind speed, lower, 1-min avg(wspd_arith_mean)


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DQRID : D160802.4
Start DateStart TimeEnd DateEnd Time Data Quality Metric
05/13/2016000005/23/20162359Incorrect
Subject:
SGP/MET/E15 - Tipping bucket rain gauge clogged
DataStreams:sgpmetE15.b1
Description:
During maintenance rounds, debris was found clogging the rain gauge funnel.
Measurements:sgpmetE15.b1:
  • tbrg_precip_total
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)


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DQRID : D160909.5
Start DateStart TimeEnd DateEnd Time Data Quality Metric
08/26/2016000008/26/20162359Incorrect
08/29/2016000008/29/20162359Incorrect
Subject:
SGP/MET/E15 - No precipitation recorded
DataStreams:sgpmetE15.b1
Description:
For an unknown reason, the tipping bucket rain gauge did not record precipitation events.
Measurements:sgpmetE15.b1:
  • tbrg_precip_total
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)


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DQRID : D160930.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
10/18/2016140410/19/20161629Missing
09/17/2016200109/18/20162002Missing
09/18/2016204309/20/20162146Missing
10/19/2016183210/20/20161834Missing
09/06/2016150709/09/20161513Missing
09/15/2016213509/16/20162137Missing
09/10/2016071909/10/20160719Missing
08/30/2016150408/31/20161506Missing
Subject:
SGP/MET/E9 - Bad battery
DataStreams:sgpmetE9.b1
Description:
A faulty battery caused periodic missing data.
Measurements:sgpmetE9.b1:
  • qc_temp_mean
  • Wind speed vector mean(wspd_vec_mean)
  • Wind direction vector mean(wdir_vec_mean)
  • Atmospheric pressure(atmos_pressure)
  • qc_tbrg_precip_total
  • qc_vapor_pressure_mean
  • qc_tbrg_precip_total_corr
  • Temperature mean(temp_mean)
  • temp_std
  • qc_logger_volt
  • tbrg_precip_total
  • time_offset
  • qc_time
  • East longitude(lon)
  • Wind speed, lower, 1-min avg(wspd_arith_mean)
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)
  • Altitude above mean sea level(alt)
  • qc_wdir_vec_mean
  • qc_wdir_vec_std
  • qc_wspd_vec_mean
  • qc_rh_mean
  • time
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)
  • North latitude(lat)
  • qc_logger_temp
  • vapor_pressure_std
  • logger_temp
  • logger_volt
  • rh_std
  • wdir_vec_std
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • base_time
  • qc_wspd_arith_mean
  • qc_atmos_pressure


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DQRID : D161118.3
Start DateStart TimeEnd DateEnd Time Data Quality Metric
09/24/2016000010/21/20161800Incorrect
Subject:
SGP/MET/E9 - Tipping bucket under-reporting precipitation
DataStreams:sgpmetE9.b1
Description:
A power issue caused the tipping bucket to under-report or neglect to report precipitation 
during this time.
Measurements:sgpmetE9.b1:
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)
  • tbrg_precip_total


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DQRID : D170123.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
01/14/2017000001/16/20172359Incorrect
Subject:
SGP/MET/E11/E13/E15/E21/E31/E32/E33/E34/E35/E36/E37/E38/E39/E40/E41/E9 - Ice storm 
affected winds
DataStreams:sgpmetE15.b1, sgpmetE9.b1
Description:
An ice storm impaired the wind sensor mechanics during this time. At most sites, winds 
flatlined for a large part of 1/15. Data from 1/14 - 1/16 may not be accurate.
Measurements:sgpmetE9.b1:
  • Wind speed vector mean(wspd_vec_mean)
  • Wind direction vector mean(wdir_vec_mean)
  • wdir_vec_std
  • Wind speed, lower, 1-min avg(wspd_arith_mean)

sgpmetE15.b1:
  • Wind speed, lower, 1-min avg(wspd_arith_mean)
  • wdir_vec_std
  • Wind speed vector mean(wspd_vec_mean)
  • Wind direction vector mean(wdir_vec_mean)


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DQRID : D170209.5
Start DateStart TimeEnd DateEnd Time Data Quality Metric
04/22/2009160004/24/20091606Incorrect
Subject:
SGP/EBBR/MET/SWATS/E9 -  Incorrect Timestamp
DataStreams:sgpmetE9.b1
Description:
The data collection computer lost communication with GPS for the affected time period at 
this site. The instrument time is not correct causing the data to be up to 30 minutes 
behind actual time by the end of the affected time period.  The time shift is not linear and 
no known time correction could be applied to the affected data streams.
Measurements:sgpmetE9.b1:
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)
  • Wind speed vector mean(wspd_vec_mean)
  • Wind direction vector mean(wdir_vec_mean)
  • Atmospheric pressure(atmos_pressure)
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)
  • vapor_pressure_std
  • logger_temp
  • Temperature mean(temp_mean)
  • logger_volt
  • temp_std
  • rh_std
  • wdir_vec_std
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • tbrg_precip_total
  • Wind speed, lower, 1-min avg(wspd_arith_mean)


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DQRID : D170221.5
Start DateStart TimeEnd DateEnd Time Data Quality Metric
01/13/2017100001/16/20171200Does not affect quality
Subject:
SGP/MET/STAMP/All - Freezing Rain Event
DataStreams:sgpmetE15.b1, sgpmetE9.b1
Description:
A freezing rain event potentially affected some of the STAMP and MET tipping bucket rain 
gauges.  The rain accumulation amounts generally agree (2 exceptions noted below) but the 
timing and rate of precipitation may disagree at times between the STAMP and MET.

Instruments at E33 and E39 were found to differ more than the expected uncertainty and 
will be covered in additional DQRs if a problem is found.
Measurements:sgpmetE9.b1:
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)
  • tbrg_precip_total

sgpmetE15.b1:
  • tbrg_precip_total
  • Corrected total precipitation measured by TBRG(tbrg_precip_total_corr)


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DQRID : D170306.3
Start DateStart TimeEnd DateEnd Time Data Quality Metric
05/13/1999151005/13/19991515Incorrect
Subject:
SGP/MET/E9 - Incorrect Value
DataStreams:sgpmetE9.b1
Description:
MET was dropping out during this period and erroneous values were recorded when it came 
back online.
Measurements:sgpmetE9.b1:
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)
  • vapor_pressure_std
  • Wind speed vector mean(wspd_vec_mean)
  • Wind direction vector mean(wdir_vec_mean)
  • Temperature mean(temp_mean)
  • rh_std
  • temp_std
  • wdir_vec_std
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • Wind speed, lower, 1-min avg(wspd_arith_mean)


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DQRID : D170320.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
11/04/2003000002/06/20072359Suspect
Subject:
SGP/MET/E9 - Temperature occasionally failed 6-month field calibration checks
DataStreams:sgpmetE9.b1
Description:
The temperature/humidity sensor was not calibrated annually during this time. The 
temperature reading failed the 6-month field calibration check four times during this period.
Upon removal, the field calibration check reported the temperature sensor may have been 
reading high (< 1 deg C).

In general, the relative humidity may have been subject to drift during this time. The 
manufacturer characterizes sensor drift at <1% / year.
Measurements:sgpmetE9.b1:
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)
  • Temperature mean(temp_mean)
  • Vapor pressure mean, calculated(vapor_pressure_mean)


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DQRID : D170321.10
Start DateStart TimeEnd DateEnd Time Data Quality Metric
10/17/2000000003/04/20032359Suspect
Subject:
SGP/MET/E15 - Temperature/humidity sensor occasionally failed 6-month field calibration 
checks
DataStreams:sgpmetE15.b1
Description:
The temperature/humidity sensor was not calibrated annually during this time. The 
temperature/humidity readings failed the 6-month field calibration check two times during this 
period (temperature read low, humidity read high).

In general, the relative humidity may have been subject to drift during this time. The 
manufacturer characterizes sensor drift at <1% / year.
Measurements:sgpmetE15.b1:
  • Temperature mean(temp_mean)
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)


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DQRID : D170321.11
Start DateStart TimeEnd DateEnd Time Data Quality Metric
04/25/2006000002/13/20072359Suspect
Subject:
SGP/MET/E15 - Temperature/humidity sensor failed a field calibration check
DataStreams:sgpmetE15.b1
Description:
The temperature sensor failed a 6-month field calibration check during this period 
(temperature read high). Upon removal, the field calibration check reported the temperature 
reading was high, and the humidity reading was low.
Measurements:sgpmetE15.b1:
  • Temperature mean(temp_mean)
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)


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DQRID : D170322.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
10/10/2007000004/07/20092359Suspect
Subject:
SGP/MET/E15 - Temperature/humidity sensor failed a field calibration check
DataStreams:sgpmetE15.b1
Description:
The temperature/humidity sensor failed a 6-month field calibration check during this time 
(temperature reading low). The relative humidity was noted reading high in 
near-saturation conditions.
Measurements:sgpmetE15.b1:
  • Temperature mean(temp_mean)
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)


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