Data Quality Reports for Session: 182833 User: eric1wilco Completed: 01/17/2017


TABLE OF CONTENTS

DQR IDSubjectData Streams Affected Data Quality Metric
D140109.1MAO/MET/M1 - ORG data incorrectmaometM1.b1Incorrect
D140219.4MAO/MET/M1 - Reprocessing Notice (RID 1044)maometM1.b1Does not affect quality
D140228.2MAO/SONDE/M1 - Temperature Sensor FailuremaosondewnpnM1.b1Incorrect
D140530.1MAO/MET/M1 - Missing pressure datamaometM1.b1Missing
D140530.3MAO/MET/M1 - Incorrect relative humidity, vapor pressure, and present weather detector
data
maometM1.b1Incorrect
D140606.2MAO/CPC/CCN/CLAP/PSAP/NEPHELOMETER/M1 - power outagemaoaoscpcM1.a1Missing
D140606.3MAO/CPC/CLAP/CCN/PSAP/NEPHELOMETER/M1 - power outagemaoaoscpcM1.a1Missing
D140630.4MAO/CPC/M1 - Low CPC signalmaoaoscpcM1.a1Suspect
D140728.3MAO/MET/M1 - Optical rain gauge performance problemsmaometM1.b1Suspect
D140815.1MAO/AOS/S1/M1 - Instrument maintenancemaoaoscpcM1.a1Incorrect
D140828.1MAO/CPC/M1 - Instrument failuremaoaoscpcM1.a1Missing
D140902.5MAO/AOS/M1 - System down for maintenancemaoaoscpcM1.a1Incorrect
D140929.1MAO/MET/M1 - Present weather detector power issuemaometM1.b1Incorrect
D141111.4MAO/SONDE/M1 - Reprocessing Notice (RID 1253)maosondewnpnM1.b1Does not affect quality
D150126.3MAO/AOS/CCN/CLAP/CPC/NEPHELOMETER/PSAP/M1 - Power outage. No pump flowmaoaoscpcM1.a1Incorrect
D150126.4MAO/AOS/CCN/CLAP/CPC/NEPHELOMETER/PSAP/M1 - Computer software issuemaoaoscpcM1.a1Missing
D150130.2MAO/CPC/M1 -Internal leak in instrumentmaoaoscpcM1.a1Incorrect
D150204.1MAO/CPC/M1 - Instrument removed for repairmaoaoscpcM1.a1Missing
D150220.8MAO/AOS/CCN/CLAP/NEPHELOMETER/PSAP/M1 - Dilution compressor flow cycling on and offmaoaoscpcM1.a1Suspect
D150415.2MAO/AOS/M1 - Weak solder connection in dilution flow meter comport cablemaoaoscpcM1.a1Incorrect
D150415.5MAO/CPC/M1 - Instrument site maintenance. Not sampling ambient airmaoaoscpcM1.a1Incorrect
D150430.1MAO/CCN/CPC/NEPHELOMETER/PSAP/M1 - Pump failuremaoaoscpcM1.a1Incorrect
D150701.26MAO/CPC/M1 - Reprocessing Notice (RID 1366)maoaoscpcM1.a1Does not affect quality
D150909.5MAO/MET/M1 - Relative Humidity and Vapor Pressure Data SpikesmaometM1.b1Suspect
D150921.2MAO/AOS/M1/S1 - Forest FiremaoaoscpcM1.a1Does not affect quality
D151117.2MAO/CPC/M1 - Pump failuremaoaoscpcM1.a1Incorrect
D160301.1MAO/AOS/CCN/CLAP/CPC/NEPHELOMETER/PSAP/M1 - Reprocess: Dilution flow calibration updatemaoaoscpcM1.b1Incorrect


DQRID : D140109.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
12/20/2013000001/08/20141727Incorrect
Subject:
MAO/MET/M1 - ORG data incorrect
DataStreams:maometM1.b1
Description:
Optical rain gauge (ORG) precipitation values were incorrect the specified time due to a 
wiring problem.
Measurements:maometM1.b1:
  • org_precip_rate_min
  • org_precip_rate_max
  • org_precip_rate_std
  • ORG precipitation rate mean(org_precip_rate_mean)


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DQRID : D140219.4
Start DateStart TimeEnd DateEnd Time Data Quality Metric
12/20/2013000002/19/20142359Does not affect quality
Subject:
MAO/MET/M1 - Reprocessing Notice (RID 1044)
DataStreams:maometM1.b1
Description:
See below for details of reprocessing that was completed on 20140304.  Original 
DQR category: 3 (Yellow, Suspect).

-----------------------------------------------------------

The netcdf files split routinely due to a bug in the ingest. The ingest has been corrected 
and re-released to production. Data will be reprocessed.
Measurements:maometM1.b1:
  • org_precip_rate_min
  • pwd_err_code
  • org_precip_rate_max
  • pwd_cumul_rain
  • Altitude above mean sea level(alt)
  • time
  • ORG precipitation rate mean(org_precip_rate_mean)
  • North latitude(lat)
  • vapor_pressure_std
  • pwd_pw_code_1hr
  • Wind speed vector mean(wspd_vec_mean)
  • PWD 1 minute mean visibility(pwd_mean_vis_1min)
  • Wind direction vector mean(wdir_vec_mean)
  • base_time
  • PWD 10 minute mean visibility(pwd_mean_vis_10min)
  • wdir_vec_std
  • Atmospheric pressure(atmos_pressure)
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • logger_temp
  • org_precip_rate_std
  • Wind speed, lower, 1-min avg(wspd_arith_mean)
  • PWD 1 minute mean precipitation rate(pwd_precip_rate_mean_1min)
  • pwd_pw_code_15min
  • Temperature mean(temp_mean)
  • rh_std
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)
  • pwd_pw_code_inst
  • temp_std
  • East longitude(lon)
  • logger_volt
  • time_offset


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DQRID : D140228.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
02/26/2014233002/27/20140028Incorrect
Subject:
MAO/SONDE/M1 - Temperature Sensor Failure
DataStreams:maosondewnpnM1.b1
Description:
It appears that the temperature sensor failed on release of balloon
Measurements:maosondewnpnM1.b1:
  • Dry Bulb Temperature(tdry)
  • Temperature, dewpoint, at altitude(dp)


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DQRID : D140530.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
05/12/2014174405/20/20141954Missing
Subject:
MAO/MET/M1 - Missing pressure data
DataStreams:maometM1.b1
Description:
Atmospheric pressure data is missing due to power and wiring issues during this time.
Measurements:maometM1.b1:
  • Atmospheric pressure(atmos_pressure)


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DQRID : D140530.3
Start DateStart TimeEnd DateEnd Time Data Quality Metric
05/17/2014014105/17/20141557Incorrect
05/12/2014174405/16/20141838Incorrect
Subject:
MAO/MET/M1 - Incorrect relative humidity, vapor pressure, and present weather detector 
data
DataStreams:maometM1.b1
Description:
The relative humidity, vapor pressure, and all data from the PWD are incorrect due to 
power and wiring problems during this time.
Measurements:maometM1.b1:
  • pwd_pw_code_inst
  • pwd_pw_code_1hr
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • pwd_err_code
  • pwd_cumul_rain
  • PWD 1 minute mean visibility(pwd_mean_vis_1min)
  • PWD 1 minute mean precipitation rate(pwd_precip_rate_mean_1min)
  • vapor_pressure_std
  • pwd_pw_code_15min
  • rh_std
  • PWD 10 minute mean visibility(pwd_mean_vis_10min)
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)


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DQRID : D140606.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
02/20/2014000002/20/20142029Missing
Subject:
MAO/CPC/CCN/CLAP/PSAP/NEPHELOMETER/M1 - power outage
DataStreams:maoaoscpcM1.a1
Description:
Data are missing due to the power outage.
Measurements:maoaoscpcM1.a1:
  • Altitude above mean sea level(alt)
  • laser_current
  • base_time
  • cabinet_temp
  • time
  • saturation_temp
  • East longitude(lon)
  • orifice_pressure
  • nozzle_pressure
  • condensation_temp
  • time_offset
  • optics_temp
  • Computed concentration(concentration)
  • North latitude(lat)
  • ambient_temp


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DQRID : D140606.3
Start DateStart TimeEnd DateEnd Time Data Quality Metric
02/21/2014150702/22/20141435Missing
Subject:
MAO/CPC/CLAP/CCN/PSAP/NEPHELOMETER/M1 - power outage
DataStreams:maoaoscpcM1.a1
Description:
Data are missing due to the power outage.
Measurements:maoaoscpcM1.a1:
  • Altitude above mean sea level(alt)
  • laser_current
  • base_time
  • cabinet_temp
  • time
  • saturation_temp
  • East longitude(lon)
  • orifice_pressure
  • nozzle_pressure
  • condensation_temp
  • time_offset
  • optics_temp
  • Computed concentration(concentration)
  • North latitude(lat)
  • ambient_temp


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DQRID : D140630.4
Start DateStart TimeEnd DateEnd Time Data Quality Metric
02/16/2014140002/24/20141300Suspect
Subject:
MAO/CPC/M1 - Low CPC signal
DataStreams:maoaoscpcM1.a1
Description:
The Condensation Particle Counter (CPC) was clogged and needed cleaning. After cleaning 
signal was still low with a leak in the CPC sample line.
Measurements:maoaoscpcM1.a1:
  • Computed concentration(concentration)


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DQRID : D140728.3
Start DateStart TimeEnd DateEnd Time Data Quality Metric
12/20/2013000010/14/20142118Suspect
Subject:
MAO/MET/M1 - Optical rain gauge performance problems
DataStreams:maometM1.b1
Description:
Condensation inside the optical rain gauge lenses caused false precipitation to be 
recorded. Sensor replacements also showed signs of false precipitation. User discretion advised.
Measurements:maometM1.b1:
  • org_precip_rate_min
  • org_precip_rate_max
  • org_precip_rate_std
  • ORG precipitation rate mean(org_precip_rate_mean)


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DQRID : D140815.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
08/09/2014160008/15/20141500Incorrect
Subject:
MAO/AOS/S1/M1 - Instrument maintenance
DataStreams:maoaoscpcM1.a1
Description:
Instrument maintenance and cleaning inlets affecting data.
Measurements:maoaoscpcM1.a1:
  • laser_current
  • nozzle_pressure
  • cabinet_temp
  • condensation_temp
  • optics_temp
  • Computed concentration(concentration)
  • saturation_temp
  • ambient_temp
  • orifice_pressure


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DQRID : D140828.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
04/28/2014160008/19/20141431Missing
Subject:
MAO/CPC/M1 - Instrument failure
DataStreams:maoaoscpcM1.a1
Description:
CPC was removed after leak and low signal was discovered after an instrument cleaning. The 
OPC detector was returned to mentor for evaluation. The mentor found two leaks in the 
instrument when there for system maintenance.
Measurements:maoaoscpcM1.a1:
  • Altitude above mean sea level(alt)
  • laser_current
  • base_time
  • cabinet_temp
  • time
  • saturation_temp
  • East longitude(lon)
  • orifice_pressure
  • nozzle_pressure
  • condensation_temp
  • time_offset
  • optics_temp
  • Computed concentration(concentration)
  • North latitude(lat)
  • ambient_temp


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DQRID : D140902.5
Start DateStart TimeEnd DateEnd Time Data Quality Metric
08/14/2014120008/20/20141400Incorrect
Subject:
MAO/AOS/M1 - System down for maintenance
DataStreams:maoaoscpcM1.a1
Description:
Instruments were periodically offline or sampling room air during the cleaning, repair and 
calibrations.
Measurements:maoaoscpcM1.a1:
  • laser_current
  • nozzle_pressure
  • cabinet_temp
  • condensation_temp
  • optics_temp
  • Computed concentration(concentration)
  • saturation_temp
  • ambient_temp
  • orifice_pressure


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DQRID : D140929.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
09/17/2014153009/28/20141600Incorrect
Subject:
MAO/MET/M1 - Present weather detector power issue
DataStreams:maometM1.b1
Description:
A broken power connection caused incorrect data from the present weather detector during 
this time.
Measurements:maometM1.b1:
  • pwd_pw_code_inst
  • pwd_pw_code_1hr
  • pwd_err_code
  • pwd_cumul_rain
  • PWD 1 minute mean visibility(pwd_mean_vis_1min)
  • PWD 1 minute mean precipitation rate(pwd_precip_rate_mean_1min)
  • pwd_pw_code_15min
  • PWD 10 minute mean visibility(pwd_mean_vis_10min)


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DQRID : D141111.4
Start DateStart TimeEnd DateEnd Time Data Quality Metric
10/17/2014052810/17/20140718Does not affect quality
Subject:
MAO/SONDE/M1 - Reprocessing Notice (RID 1253)
DataStreams:maosondewnpnM1.b1
Description:
See below for details of reprocessing that was completed on 20150121. Original DQR 
category: 4(Red, Incorrect)

-------------------------------------------------------------------------------

The operator incorrectly entered the surface RH value as 10% when it was actually 100%.
Measurements:maosondewnpnM1.b1:
  • Temperature, dewpoint, at altitude(dp)
  • Humidity, relative, on hybrid-b grid, derived from RUC model(rh)


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DQRID : D150126.3
Start DateStart TimeEnd DateEnd Time Data Quality Metric
01/15/2015071201/15/20151507Incorrect
Subject:
MAO/AOS/CCN/CLAP/CPC/NEPHELOMETER/PSAP/M1 - Power outage. No pump flow
DataStreams:maoaoscpcM1.a1
Description:
Raw power which drives the pumps and heaters went out. There was no flow through the 
instruments.
Measurements:maoaoscpcM1.a1:
  • laser_current
  • nozzle_pressure
  • cabinet_temp
  • condensation_temp
  • optics_temp
  • Computed concentration(concentration)
  • saturation_temp
  • ambient_temp
  • orifice_pressure


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DQRID : D150126.4
Start DateStart TimeEnd DateEnd Time Data Quality Metric
01/17/2015120001/18/20151843Missing
Subject:
MAO/AOS/CCN/CLAP/CPC/NEPHELOMETER/PSAP/M1 - Computer software issue
DataStreams:maoaoscpcM1.a1
Description:
The computer software stopped collecting data and was rebooted.
Measurements:maoaoscpcM1.a1:
  • Altitude above mean sea level(alt)
  • laser_current
  • base_time
  • cabinet_temp
  • time
  • saturation_temp
  • East longitude(lon)
  • orifice_pressure
  • nozzle_pressure
  • condensation_temp
  • time_offset
  • optics_temp
  • Computed concentration(concentration)
  • North latitude(lat)
  • ambient_temp


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DQRID : D150130.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
01/18/2015184201/28/20151628Incorrect
Subject:
MAO/CPC/M1 -Internal leak in instrument
DataStreams:maoaoscpcM1.a1
Description:
The internal leak in the CPC depleted the signal as the flow through instrument was about 
30% of the nominal flow needed to operate the instrument.
Measurements:maoaoscpcM1.a1:
  • laser_current
  • nozzle_pressure
  • cabinet_temp
  • condensation_temp
  • optics_temp
  • Computed concentration(concentration)
  • saturation_temp
  • ambient_temp
  • orifice_pressure


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DQRID : D150204.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
01/28/2015162803/24/20151444Missing
Subject:
MAO/CPC/M1 - Instrument removed for repair
DataStreams:maoaoscpcM1.a1
Description:
Leak in CPC. Instrument removed from service until it can be fixed.
Measurements:maoaoscpcM1.a1:
  • Altitude above mean sea level(alt)
  • laser_current
  • base_time
  • cabinet_temp
  • time
  • saturation_temp
  • East longitude(lon)
  • orifice_pressure
  • nozzle_pressure
  • condensation_temp
  • time_offset
  • optics_temp
  • Computed concentration(concentration)
  • North latitude(lat)
  • ambient_temp


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DQRID : D150220.8
Start DateStart TimeEnd DateEnd Time Data Quality Metric
02/02/2015162002/03/20151550Suspect
Subject:
MAO/AOS/CCN/CLAP/NEPHELOMETER/PSAP/M1 - Dilution compressor flow cycling on and off
DataStreams:maoaoscpcM1.a1
Description:
The dilution flow was cycling on and off. This led to unstable concentrations. Dilution 
flow is about 30% of total flow so concentration uncertainty is on the order of 30%.
Measurements:maoaoscpcM1.a1:
  • laser_current
  • nozzle_pressure
  • cabinet_temp
  • condensation_temp
  • optics_temp
  • Computed concentration(concentration)
  • saturation_temp
  • ambient_temp
  • orifice_pressure


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DQRID : D150415.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
02/19/2015041903/02/20152121Incorrect
04/06/2015071104/11/20151833Incorrect
Subject:
MAO/AOS/M1 - Weak solder connection in dilution flow meter comport cable
DataStreams:maoaoscpcM1.a1
Description:
The dilution flow meter reading was erratic. Plots of the data suggest that the flow 
varied by about 5%. Problem was corrected when wire was re-soldered.
Measurements:maoaoscpcM1.a1:
  • Computed concentration(concentration)


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DQRID : D150415.5
Start DateStart TimeEnd DateEnd Time Data Quality Metric
03/24/2015160003/29/20150000Incorrect
Subject:
MAO/CPC/M1 - Instrument site maintenance. Not sampling ambient air
DataStreams:maoaoscpcM1.a1
Description:
Data sampling inside air.
Measurements:maoaoscpcM1.a1:
  • laser_current
  • nozzle_pressure
  • cabinet_temp
  • condensation_temp
  • optics_temp
  • Computed concentration(concentration)
  • saturation_temp
  • ambient_temp
  • orifice_pressure


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DQRID : D150430.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
05/03/2015105505/03/20152136Incorrect
04/29/2015141204/30/20151740Incorrect
Subject:
MAO/CCN/CPC/NEPHELOMETER/PSAP/M1 - Pump failure
DataStreams:maoaoscpcM1.a1
Description:
Pump failed, no flow through instruments.
Measurements:maoaoscpcM1.a1:
  • laser_current
  • nozzle_pressure
  • cabinet_temp
  • condensation_temp
  • optics_temp
  • Computed concentration(concentration)
  • saturation_temp
  • ambient_temp
  • orifice_pressure


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DQRID : D150701.26
Start DateStart TimeEnd DateEnd Time Data Quality Metric
12/11/2013000010/01/20152359Does not affect quality
Subject:
MAO/CPC/M1 - Reprocessing Notice (RID 1366)
DataStreams:maoaoscpcM1.a1
Description:
DATA REPROCESSED.  Data was reprocessed on 20160216 to fix issues noted in the original 
DQR copied below.

-------------------------------------------------------------------------
End to end reprocessing to generate new a1 datastreams is needed so that when the 
harmonization software is released to production, we will be ready with the a1 datastreams that 
are input to the subsequent processing software.
Measurements:maoaoscpcM1.a1:
  • Altitude above mean sea level(alt)
  • laser_current
  • base_time
  • cabinet_temp
  • time
  • saturation_temp
  • East longitude(lon)
  • orifice_pressure
  • nozzle_pressure
  • condensation_temp
  • time_offset
  • optics_temp
  • Computed concentration(concentration)
  • North latitude(lat)
  • ambient_temp


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DQRID : D150909.5
Start DateStart TimeEnd DateEnd Time Data Quality Metric
05/23/2015023505/23/20150253Suspect
05/16/2015060105/16/20150601Suspect
05/23/2015123305/23/20151243Suspect
05/11/2015115105/11/20151204Suspect
06/14/2015105106/14/20151056Suspect
06/24/2015073306/24/20150738Suspect
06/01/2015052006/01/20150527Suspect
06/24/2015114306/24/20151148Suspect
07/02/2015111707/02/20151119Suspect
06/14/2015050406/14/20150510Suspect
05/24/2015182205/24/20151824Suspect
05/09/2015075005/09/20150753Suspect
05/07/2015111105/07/20151116Suspect
06/24/2015123006/24/20151237Suspect
05/17/2015104205/17/20151045Suspect
06/09/2015043606/09/20150438Suspect
05/22/2015083905/22/20150845Suspect
05/16/2015081005/16/20150816Suspect
05/31/2015053605/31/20150552Suspect
05/31/2015033205/31/20150334Suspect
06/04/2015104006/04/20151044Suspect
05/11/2015004505/11/20150052Suspect
Subject:
MAO/MET/M1 - Relative Humidity and Vapor Pressure Data Spikes
DataStreams:maometM1.b1
Description:
Relative humidity and vapor pressure values occasionally spike during times of high 
humidity
Measurements:maometM1.b1:
  • Vapor pressure mean, calculated(vapor_pressure_mean)
  • Humidity, relative, at 2-m height, 1-min avg(rh_mean)


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DQRID : D150921.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
10/04/2015000010/08/20152359Does not affect quality
09/13/2015165309/13/20151810Does not affect quality
09/03/2015180009/03/20152359Does not affect quality
Subject:
MAO/AOS/M1/S1 - Forest Fire
DataStreams:maoaoscpcM1.a1
Description:
Smoke from forest burning can be seen on the TSI images rising and then subsequently 
moving over the site during this period.  Many of the AOS instruments observed a sharp spike 
in data values.

October 4-8 multiple fires in the area resulted in hazy conditions during this entire 
period.

Most notable in the following instruments and variables

ACSM - Total Organics
AETH - Black Carbon Concentrations at all wavelengths
CCN100 - Spike in number concentrations occurred a few hours after the smoke plume
CLAP3W - Absorption Coefficient
CPC - Similar to the CCN100, spike in particle concentration occurred a few hours later
CPCF - Particle Concentration
CPCU - Particle Concentration
NEPHELOMETERS - Scattering/Backscattering Coeff
PSAP3W - Absorption Coefficient
SMPS - Concentration and Size Distribution
UHSAS - Size Distribution
Measurements:maoaoscpcM1.a1:
  • Computed concentration(concentration)


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DQRID : D151117.2
Start DateStart TimeEnd DateEnd Time Data Quality Metric
11/10/2015175611/11/20152107Incorrect
Subject:
MAO/CPC/M1 - Pump failure
DataStreams:maoaoscpcM1.a1
Description:
There was a pump failure and data declined to 0.
Measurements:maoaoscpcM1.a1:
  • laser_current
  • nozzle_pressure
  • cabinet_temp
  • condensation_temp
  • optics_temp
  • Computed concentration(concentration)
  • saturation_temp
  • ambient_temp
  • orifice_pressure


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DQRID : D160301.1
Start DateStart TimeEnd DateEnd Time Data Quality Metric
07/01/2015000011/08/20150000Incorrect
02/19/2015042003/01/20152122Incorrect
05/15/2015120007/01/20150000Incorrect
11/08/2015000012/01/20150000Incorrect
Subject:
MAO/AOS/CCN/CLAP/CPC/NEPHELOMETER/PSAP/M1 - Reprocess: Dilution flow calibration update
DataStreams:maoaoscpcM1.b1
Description:
Dilution flow calibrations are incorrect. Dilution flow corrections need to be applied to 
b1 data.

Flow: 11.1 lpm 2015-02-19 04:19:12 to 2015-03-02 21:21:36 UTC
Flow: 9.75 lpm 2015-05-15 00:00:00 to 2015-07-01 23:59:59 UTC
Flow: 3.7178 slpm 2015-07-01 00:00:00 to 2015-11-08 23:59:59 UTC
Flow: 9.324 slpm 2015-11-08 00:00:00 UTC to 2015-12-01 23:59:59 UTC
Measurements:maoaoscpcM1.b1:
  • qc_concentration
  • Computed concentration(concentration)
  • East longitude(lon)
  • cpc_flow
  • time_offset
  • time
  • time_bounds
  • dilution_correction_factor
  • f2_flags
  • Altitude above mean sea level(alt)
  • North latitude(lat)
  • base_time


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END OF DATA