Data Quality Reports for Session: 181928 User: eluke Completed: 11/29/2016


TABLE OF CONTENTS

DQR IDSubjectData Streams Affected Data Quality Metric
D160107.2AWR/MET/M1 - PWD Sensor Not InstalledawrmetM1.b1Missing
D160107.3AWR/MET/M1 - Temperature, RH, Vapor Pressure IncorrectawrmetM1.b1Incorrect
D160107.4AWR/MET/M1 - PWD IncorrectawrmetM1.b1Incorrect
D160107.7AWR/SONDE/M1 - Suspect Surface Temperature or RHawrsondewnpnM1.b1Suspect
D160128.2AWR/CCN/M1 - Reprocess: CCN incorrect timeawraosccn100M1.a1Suspect
D160203.1AWR/LDIS/MET/S1 - Precipitation Measurements SuspectawrmetS1.b1, awrpars2S1.b1Suspect
D160219.3AWR/MWR/S1 - Incorrect retrievalsawrmwrlosS1.b1Incorrect
D160224.1AWR/CCN/M1 - Instrument warming upawraosccn100M1.a1Incorrect
D160401.9AWR/MWR/M1 - Thermal instabilityawrmwrlosM1.b1Suspect
D160426.1AWR/MWR/M1 - Reprocess: Incorrect retrievalsawrmwrlosM1.b1Incorrect
D160512.1AWR/MET/M1 - Missing or suspect PWD data due to heavy snowawrmetM1.b1Suspect
D160520.5AWR/MET/M1 - Probable instrument icingawrmetM1.b1Incorrect
D160621.2AWR/MWR/M1 - Instrument thermally unstableawrmwrlosM1.b1Incorrect
D160715.6AWR/MWR/M1 - Thermal instabilityawrmwrlosM1.b1Suspect
D160801.5AWR/CCN/CPC/M1 - Concentration differenceawraosccn100M1.a1Suspect
D160822.2AWR/MWR/M1 -Reprocess: Incorrect calibrationawrmwrlosM1.b1Incorrect
D160826.2AWR/CEIL/M1 - Window contaminationawrceilM1.b1Suspect
D160913.3AWR/CEIL/S1 - Reprocess: Incorrect averaging_inverval global attributeawrceilS1.b1Does not affect quality
D160922.1AWR/MWR/M1 - Missing dataawrmwrlosM1.b1Missing
D161028.4AWR/MPLCMASK/M1 - Reprocess: Software Errorawr30smplcmask1zwangM1.c1Does not affect quality


DQRID : D160107.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
11/17/2015010011/18/20150337Missing
Subject:
AWR/MET/M1 - PWD Sensor Not Installed
DataStreams:awrmetM1.b1
Description:
The PWD was not connected during this period.
Measurements:awrmetM1.b1:
  • pwd_cumul_rain
  • PWD 1 minute mean precipitation rate(pwd_precip_rate_mean_1min)
  • pwd_pw_code_15min
  • pwd_err_code
  • PWD 1 minute mean visibility(pwd_mean_vis_1min)
  • PWD 10 minute mean visibility(pwd_mean_vis_10min)
  • pwd_pw_code_inst
  • pwd_pw_code_1hr
  • pwd_cumul_snow


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DQRID : D160107.3
Start DateStart TimeEnd DateEnd Time Data Quality Metric
11/17/2015010011/18/20150350Incorrect
Subject:
AWR/MET/M1 - Temperature, RH, Vapor Pressure Incorrect
DataStreams:awrmetM1.b1
Description:
Temperature and vapor pressure were missing and the RH was flatlined below 0.
Measurements:awrmetM1.b1:
  • vapor_pressure_std
  • rh_std
  • Temperature mean(temp_mean)
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • temp_std


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DQRID : D160107.4
Start DateStart TimeEnd DateEnd Time Data Quality Metric
11/18/2015033811/24/20151959Incorrect
Subject:
AWR/MET/M1 - PWD Incorrect
DataStreams:awrmetM1.b1
Description:
The PWD was reporting errors during the setup period and was reporting large amounts of 
precipitation.
Measurements:awrmetM1.b1:
  • pwd_cumul_rain
  • PWD 1 minute mean precipitation rate(pwd_precip_rate_mean_1min)
  • pwd_pw_code_15min
  • pwd_err_code
  • PWD 1 minute mean visibility(pwd_mean_vis_1min)
  • PWD 10 minute mean visibility(pwd_mean_vis_10min)
  • pwd_pw_code_inst
  • pwd_pw_code_1hr
  • pwd_cumul_snow


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DQRID : D160107.7
Start DateStart TimeEnd DateEnd Time Data Quality Metric
12/22/2015102012/22/20151139Suspect
12/22/2015223812/22/20152356Suspect
12/13/2015222412/13/20152337Suspect
12/30/2015103612/30/20151152Suspect
12/26/2015101812/26/20151133Suspect
12/14/2015223112/14/20152347Suspect
12/06/2015103112/06/20151146Suspect
12/04/2015104012/04/20151205Suspect
12/02/2015230312/03/20150013Suspect
12/26/2015223112/26/20152346Suspect
12/15/2015222512/15/20152341Suspect
12/03/2015223212/03/20152343Suspect
12/27/2015102712/27/20151142Suspect
12/10/2015102712/10/20151140Suspect
12/09/2015103112/09/20151145Suspect
01/13/2016223301/13/20162348Suspect
12/11/2015102512/11/20151142Suspect
Subject:
AWR/SONDE/M1 - Suspect Surface Temperature or RH
DataStreams:awrsondewnpnM1.b1
Description:
For the times listed, surface values of either Temperature or Relative Humidity appear to 
be suspect.
Measurements:awrsondewnpnM1.b1:
  • Temperature, dewpoint, at altitude(dp)
  • Dry Bulb Temperature(tdry)
  • Humidity, relative, on hybrid-b grid, derived from RUC model(rh)


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DQRID : D160128.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
11/18/2015221001/25/20161924Suspect
Subject:
AWR/CCN/M1 - Reprocess: CCN incorrect time
DataStreams:awraosccn100M1.a1
Description:
The CCN computer time was ahead by about 3 minutes. See  an attached file 
 for exact numbers. Data quality not affected.
Measurements:awraosccn100M1.a1:
  • size_bin
  • CCN_T_read_TEC3
  • CCN_P_sample
  • CCN_temp_unstable_flag
  • CCN_laser_current
  • CCN_temp_unstable
  • CCN_overflow
  • CCN_OPC_set
  • CCN_proportional_valve_voltage
  • CCN_t_read_TEC3
  • CCN_first_stage_monitor_voltage
  • CCN_T_sample
  • CCN_T_nafion
  • CCN_super_saturation_calculated
  • AOS bin number of lowest channel of OPC include in summation of N_CCN(N_CCN_bin_number)
  • CCN_T_nafion_set
  • base_time
  • size_bin_bounds
  • CCN_T_set_TEC3
  • CCN_t_read_TEC1
  • CCN_t_read_TEC2
  • CCN_supersaturation_set_point
  • CCN_Q_sample
  • CCN_T_inlet
  • CCN_T_set_TEC1
  • CCN_T_set_TEC2
  • CCN_Q_sheath
  • time
  • CCN_T_OPC
  • Mean number concentration of N_CCN(N_CCN)
  • CCN_alarm_code
  • CCN_ss_set
  • CCN_T_inlet_set
  • CCN_temperature_std
  • CCN_baseline_monitor
  • CCN_temperature_gradient
  • CCN_T_read_TEC1
  • CCN_T_read_TEC2
  • AOS CCN droplet count by bin size(N_CCN_dN)
  • time_offset


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DQRID : D160203.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
12/04/2015000001/19/20162359Suspect
Subject:
AWR/LDIS/MET/S1 - Precipitation Measurements Suspect
DataStreams:awrmetS1.b1, awrpars2S1.b1
Description:
Analysis of the PARS2 and the PWD precipitation data indicate that the results are 
suspect, possibly due to frost/blowing snow.  Both instruments reported precipitation for a 
majority of the days.

The TSI movies were reviewed and the days of noticeable precipitation are:

12/26/15
12/31/15 - Potentially just frost buildup
1/6/16
1/11/16
1/12/16
1/13/16
Measurements:awrmetS1.b1:
  • pwd_cumul_snow
  • pwd_pw_code_15min
  • pwd_cumul_rain
  • pwd_err_code
  • pwd_pw_code_1hr
  • PWD 10 minute mean visibility(pwd_mean_vis_10min)
  • pwd_pw_code_inst
  • PWD 1 minute mean precipitation rate(pwd_precip_rate_mean_1min)
  • PWD 1 minute mean visibility(pwd_mean_vis_1min)

awrpars2S1.b1:
  • Number density of drops of the diameter corresponding to a particular drop size
    class per unit volume(number_density_drops)
  • Slope parameter, assuming an ideal Marshall-Palmer type distribution(slope_parameter)
  • equivalent_radar_reflectivity
  • Intercept parameter, assuming an ideal Marshall-Palmer type distribution(intercept_parameter)
  • Moment 5 from the observed distribution(moment5)
  • Precipitation intensity(precip_rate)
  • Moment 6 from the observed distribution(moment6)
  • SYNOP WaWa Table 4680(weather_code)
  • Moment 1 from the observed distribution(moment1)
  • Moment 2 from the observed distribution(moment2)
  • Moment 3 from the observed distribution(moment3)
  • equivalent_radar_reflectivity_ott
  • Moment 4 from the observed distribution(moment4)
  • Raw drop size distribution(raw_spectrum)
  • Number of particles detected(number_detected_particles)
  • diameter_max
  • Fall velocity calculated after Lhermite(fall_velocity_calculated)
  • Median volume diameter, assuming an ideal Marshall-Palmer type distribution(median_volume_diameter)
  • Particle size average(particle_size)
  • Liquid water distribution mean, assuming an ideal Marshall-Palmer type
    distribution(liquid_water_distribution_mean)
  • diameter_min
  • raw_fall_velocity
  • Meteorological optical range visibility(mor_visibility)
  • Retrieved Liquid Water Content(liquid_water_content)


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DQRID : D160219.3
Start DateStart TimeEnd DateEnd Time Data Quality Metric
12/06/2015225401/17/20162000Incorrect
Subject:
AWR/MWR/S1 - Incorrect retrievals
DataStreams:awrmwrlosS1.b1
Description:
The PWV and LWP retrievals are incorrect.
Measurements:awrmwrlosS1.b1:
  • Total water vapor along LOS path(vap)
  • Water, liquid, total along line-of-sight path(liq)


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DQRID : D160224.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
11/18/2015221011/19/20150100Incorrect
Subject:
AWR/CCN/M1 - Instrument warming up
DataStreams:awraosccn100M1.a1
Description:
Instrument warming up. No valid data.
Measurements:awraosccn100M1.a1:
  • size_bin
  • CCN_T_read_TEC3
  • CCN_P_sample
  • CCN_temp_unstable_flag
  • CCN_laser_current
  • CCN_temp_unstable
  • CCN_overflow
  • CCN_OPC_set
  • CCN_proportional_valve_voltage
  • CCN_t_read_TEC3
  • CCN_first_stage_monitor_voltage
  • CCN_T_sample
  • CCN_T_nafion
  • CCN_super_saturation_calculated
  • AOS bin number of lowest channel of OPC include in summation of N_CCN(N_CCN_bin_number)
  • CCN_T_nafion_set
  • CCN_T_set_TEC3
  • CCN_t_read_TEC1
  • CCN_t_read_TEC2
  • CCN_supersaturation_set_point
  • CCN_Q_sample
  • CCN_T_inlet
  • CCN_T_set_TEC1
  • CCN_T_set_TEC2
  • CCN_Q_sheath
  • Mean number concentration of N_CCN(N_CCN)
  • CCN_T_OPC
  • CCN_alarm_code
  • CCN_T_inlet_set
  • CCN_ss_set
  • CCN_temperature_std
  • CCN_baseline_monitor
  • CCN_temperature_gradient
  • CCN_T_read_TEC1
  • CCN_T_read_TEC2
  • AOS CCN droplet count by bin size(N_CCN_dN)


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DQRID : D160401.9
Start DateStart TimeEnd DateEnd Time Data Quality Metric
03/20/2016000003/21/20162359Suspect
Subject:
AWR/MWR/M1 - Thermal instability
DataStreams:awrmwrlosM1.b1
Description:
The radiometer had problems maintaining thermal control. The radiometer set point was 
lowered 10 degrees to 318 K on 3/21/2016
Measurements:awrmwrlosM1.b1:
  • tnd31
  • tnd23
  • Mean 31.4 GHz sky brightness temperature(tbsky31)
  • Water, liquid, total along line-of-sight path(liq)
  • qc_tkxc
  • qc_tknd
  • Total water vapor along LOS path(vap)
  • 23.8 GHz sky brightness temperature(tbsky23)


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DQRID : D160426.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
02/01/2016000001/13/20172359Incorrect
Subject:
AWR/MWR/M1 - Reprocess: Incorrect retrievals
DataStreams:awrmwrlosM1.b1
Description:
PWV and LWP retrievals are incorrect. Data will be reprocessed at the end of the 
deployment using coefficients derived from the radiosondes launched at the site.
Measurements:awrmwrlosM1.b1:
  • Water, liquid, total along line-of-sight path(liq)
  • Total water vapor along LOS path(vap)


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DQRID : D160512.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
05/06/2016110405/06/20162338Suspect
Subject:
AWR/MET/M1  - Missing or suspect PWD data due to heavy snow
DataStreams:awrmetM1.b1
Description:
Heavy snow interfered with the instrument lenses causing backscatter and missing data. 
Data from the present weather detector during this time is suspect or missing.
Measurements:awrmetM1.b1:
  • pwd_cumul_rain
  • PWD 1 minute mean precipitation rate(pwd_precip_rate_mean_1min)
  • pwd_pw_code_15min
  • PWD 1 minute mean visibility(pwd_mean_vis_1min)
  • PWD 10 minute mean visibility(pwd_mean_vis_10min)
  • pwd_pw_code_inst
  • pwd_pw_code_1hr
  • pwd_cumul_snow


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DQRID : D160520.5
Start DateStart TimeEnd DateEnd Time Data Quality Metric
05/10/2016190505/16/20160925Incorrect
Subject:
AWR/MET/M1 - Probable instrument icing
DataStreams:awrmetM1.b1
Description:
The temperature and relative humidity sensor behaved suspiciously during this time. 
Temperature and relative humidity readings did not trend inversely, as expected. Ice buildup on 
the instrument is the probable cause.
Measurements:awrmetM1.b1:
  • Temperature mean(temp_mean)
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)
  • Vapor pressure mean, calculated(vapor_pressure_mean)


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DQRID : D160621.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
06/12/2016030006/14/20160000Incorrect
Subject:
AWR/MWR/M1 - Instrument thermally unstable
DataStreams:awrmwrlosM1.b1
Description:
The radiometer was thermally unstable.
Measurements:awrmwrlosM1.b1:
  • tnd31
  • tnd23
  • tknd
  • Mean 31.4 GHz sky brightness temperature(tbsky31)
  • tkxc
  • Water, liquid, total along line-of-sight path(liq)
  • tnd_nom23
  • tnd_nom31
  • Total water vapor along LOS path(vap)
  • 23.8 GHz sky brightness temperature(tbsky23)


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DQRID : D160715.6
Start DateStart TimeEnd DateEnd Time Data Quality Metric
07/04/2016142007/05/20162310Suspect
Subject:
AWR/MWR/M1 - Thermal instability
DataStreams:awrmwrlosM1.b1
Description:
The radiometer was thermally unstable.
Measurements:awrmwrlosM1.b1:
  • tnd31
  • tnd23
  • tknd
  • Mean 31.4 GHz sky brightness temperature(tbsky31)
  • tkxc
  • Water, liquid, total along line-of-sight path(liq)
  • tnd_nom23
  • tnd_nom31
  • Total water vapor along LOS path(vap)
  • 23.8 GHz sky brightness temperature(tbsky23)


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DQRID : D160801.5
Start DateStart TimeEnd DateEnd Time Data Quality Metric
07/29/2016000008/10/20160000Suspect
Subject:
AWR/CCN/CPC/M1 - Concentration difference
DataStreams:awraosccn100M1.a1
Description:
Various tests performed to understand why the CCN counts sometimes exceed those of a 
co-located CPC. Instrument functioning normally, but occasionally sampling cabin air during 
this period or running with internal flow lines opened for flow measurements.
Measurements:awraosccn100M1.a1:
  • size_bin
  • CCN_T_read_TEC3
  • CCN_P_sample
  • CCN_temp_unstable_flag
  • CCN_laser_current
  • CCN_temp_unstable
  • CCN_overflow
  • CCN_OPC_set
  • CCN_proportional_valve_voltage
  • CCN_t_read_TEC3
  • CCN_first_stage_monitor_voltage
  • CCN_T_sample
  • CCN_T_nafion
  • CCN_super_saturation_calculated
  • AOS bin number of lowest channel of OPC include in summation of N_CCN(N_CCN_bin_number)
  • CCN_T_nafion_set
  • CCN_T_set_TEC3
  • CCN_t_read_TEC1
  • CCN_t_read_TEC2
  • CCN_supersaturation_set_point
  • CCN_Q_sample
  • CCN_T_inlet
  • CCN_T_set_TEC1
  • CCN_T_set_TEC2
  • CCN_Q_sheath
  • Mean number concentration of N_CCN(N_CCN)
  • CCN_T_OPC
  • CCN_alarm_code
  • CCN_T_inlet_set
  • CCN_ss_set
  • CCN_temperature_std
  • CCN_baseline_monitor
  • CCN_temperature_gradient
  • CCN_T_read_TEC1
  • CCN_T_read_TEC2
  • AOS CCN droplet count by bin size(N_CCN_dN)


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DQRID : D160822.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
08/02/2016000008/11/20160400Incorrect
Subject:
AWR/MWR/M1 -Reprocess: Incorrect calibration
DataStreams:awrmwrlosM1.b1
Description:
After the temperature set point was changed the calibration changed. New calibration 
coefficients were derived on 8/11.
Measurements:awrmwrlosM1.b1:
  • tnd31
  • tnd23
  • Mean 31.4 GHz sky brightness temperature(tbsky31)
  • Water, liquid, total along line-of-sight path(liq)
  • tnd_nom23
  • tnd_nom31
  • Total water vapor along LOS path(vap)
  • 23.8 GHz sky brightness temperature(tbsky23)


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DQRID : D160826.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
08/21/2016211308/26/20160000Suspect
Subject:
AWR/CEIL/M1 - Window contamination
DataStreams:awrceilM1.b1
Description:
The blower failed allowing contamination of the window. The blower was replaced.
Measurements:awrceilM1.b1:
  • background_light
  • sum_backscatter
  • Cloud, base height, second lowest base sensed(second_cbh)
  • Cloud, base height, lowest base sensed(first_cbh)
  • vertical_visibility
  • alt_highest_signal
  • Backscatter, ceilometer, range and sensitivity corrected(backscatter)
  • Third cloud base height(third_cbh)


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DQRID : D160913.3
Start DateStart TimeEnd DateEnd Time Data Quality Metric
12/03/2015210701/17/20162359Does not affect quality
Subject:
AWR/CEIL/S1 - Reprocess: Incorrect averaging_inverval global attribute
DataStreams:awrceilS1.b1
Description:
When the ceilometer software was changed from CT-View to CL-View, several firmware 
configuration changes were made to the model CT25K for consistency with the CL31 at other sites, 
including the data acquisition interval which was changed from 15 to 16 seconds. 
However, the global attribute "averaging_interval" in the ceil datastream was not changed.
Measurements:awrceilS1.b1:
  • base_time


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DQRID : D160922.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
08/02/2016040008/06/20160444Missing
Subject:
AWR/MWR/M1 - Missing data
DataStreams:awrmwrlosM1.b1
Description:
Data are missing
Measurements:awrmwrlosM1.b1:
  • wet_window
  • qc_sky23
  • qc_tbsky31
  • Altitude above mean sea level(alt)
  • tkxc
  • Total water vapor along LOS path(vap)
  • bbn31
  • tknd
  • tnd23
  • qc_bb23
  • Mean 31.4 GHz sky brightness temperature(tbsky31)
  • time_offset
  • bb23
  • tc31
  • tnd_nom23
  • qc_bbn31
  • sky23
  • qc_tkbb
  • qc_tkair
  • qc_time
  • bbn23
  • time
  • qc_sky31
  • qc_tbsky23
  • base_time
  • tkair
  • qc_vap
  • Water, liquid, total along line-of-sight path(liq)
  • tnd_nom31
  • East longitude(lon)
  • North latitude(lat)
  • tnd31
  • qc_bb31
  • bb31
  • qc_bbn23
  • tkbb
  • qc_tkxc
  • tc23
  • qc_liq
  • qc_tknd
  • sky31
  • 23.8 GHz sky brightness temperature(tbsky23)


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DQRID : D161028.4
Start DateStart TimeEnd DateEnd Time Data Quality Metric
05/01/2016014808/13/20160218Does not affect quality
Subject:
AWR/MPLCMASK/M1 - Reprocess: Software Error
DataStreams:awr30smplcmask1zwangM1.c1
Description:
The MPLCMASK VAP was expecting the MPL to be covered around local solar noon. As a result, 
the algorithm intermittently set much of the data to -9999 during this time period after 
the site transitioned to total darkness during the winter months. During the peak of 
this problem, the impacted fields were set to -9999 from approximately 0:00-2:19 UTC each day.

This information is being provided in a transparent DQR due to the intermittent nature of 
the problem and the fact that the impacted data are already set to -9999 and flagged by 
the automated quality control variables in the VAP. 

A future reprocessing task will correct this problem.
Measurements:awr30smplcmask1zwangM1.c1:
  • Lowest cloud base height above ground level (AGL)(cloud_base)
  • backscatter_snr
  • linear_depol_snr
  • cloud_top_attenuation_flag
  • Satellite-measured cloud top(cloud_top)
  • cloud_top_layer
  • cloud_base_layer
  • num_cloud_layers
  • linear_depol_ratio
  • Backscatter, ceilometer, range and sensitivity corrected(backscatter)
  • shots_summed
  • Cloud mask(cloud_mask)


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