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TRACER-PFM

Particle Flux Measurements during TRACER

1 June 2022 - 30 September 2022

Lead Scientist: Nicki Hickmon

Observatory: AMF (ARM Mobile Facility 1) - HOU

Background: The overall goal of the Tracking Aerosol Convection Interactions ExpeRiment (TRACER) campaign is to provide high temporal and spatial resolution observations of convective clouds in the Houston region, over a broad range of environmental and aerosol regimes. This proposal is in response to the call for studies that build upon the measurements that the Atmospheric Radiation Measurement Climate Research Facility will make for aerosol and cloud processes, with a focus on aerosol processes relevant to the formation and growth of atmospheric new particles, the influence of aerosol composition, mixing state, and physical properties on aerosol growth, aging, and removal processes, and aerosol-cloud interactions. This project will deploy a unique instrument package during the intensive observation period of the campaign. The package includes aerosol instrumentation for size-resolved eddy-covariance particle flux measurement, refractory black carbon measurements, and a hygroscopicity tandem differential mobility analyzer. Motivation: One stated science objective of the campaign is to “advance fundamental processlevel understanding of updraft kinematics and microphysics (including aerosol ... signatures)”. To achieve this objective, aerosol observations at ground level must be connected with aerosol conditions aloft. This means identifying time periods when surface observations realistically represent the aerosol ingested into clouds. Sizable vertical turbulent particle fluxes will be one indication that the boundary layer is not well mixed. Furthermore, previous studies have shown that new particle formation may be initiated aloft under conditions that are decoupled from the surface. The possibility of new particle formation aloft complicates the interpretation of aerosol data collected during a surface-based campaign such as TRACER. Objectives The overall objectives of the project are (1) Quantify turbulent vertical particle fluxes during the intensive observation period in Houston, Texas; (2) Quantify the hygroscopic growth factors and hygroscopicity parameter of the compounds that are responsible for modal aerosol growth during new particle formation/growth events; (3) Quantify turbulent aerosol mass flux derived from the co-located remote sensors; and (4) Create quality-controlled data products that support science following from the data collected during the campaign. Methods. The instrument payload will be deployed collocated with a suite of in-situ and remote sensing aerosol instruments at the urban site near the LaPorte airport to take advantage of the full range of available aerosol measurements. Vertical fluxes of total and size-selected particles will be measured using the the eddy covariance technique. For the eddy covariance measurements, we will dedicate 3 condensation particle counters, a single particle soot photometer, and a portable optical particle spectrometer. Three condensation particle counters with different diameter (D) cuts ( D > 2.5 nm, D > 10 nm, and D > 40 nm), the single particle soot photometer (70 < D < 500 nm measuring refractory black carbon), and the optical particle spectrometer (180 nm < D < 3000 nm) will be sheltered inside a climate-controlled enclosure at the top of a 10 m tower used for flux measurements. The instruments will be operated to infer size and composition-dependent number and mass fluxes. Outcomes: The flux measurements will provide critical information about the vertical distribution of various aerosol size classes. The remote sensors will provide time-height profiles of approximate particle mass fluxes. The single-particle soot photometer will provide direct measurements of refractory black carbon mixing state, which provides important information about the influence of refractory black carbon particles on the microphysical properties water and ice clouds. The data will be processed into in a series of archived data products that will be directly usable to support future science objectives.

Co-Investigators

Nicholas Meskhidze

Timeline

Campaign Data Sets

IOP Participant Data Source Name Final Data
Markus Petters Flux Data Order Data
Markus Petters Humidified Tandem Differential Mobility Analyzer Order Data
Markus Petters Single Particle Soot Photometer Order Data
Markus Petters Nano-Scanning Mobility Particle Sizer (SMPS) Order Data

HOU Data Sources

Name Full Name Browse Data
ACSM Aerosol Chemical Speciation Monitor Browse Data
ACSMCDCE ACSM, corrected for composition-dependent collection efficiency Browse Data
AERI Atmospheric Emitted Radiance Interferometer Browse Data
AERINF AERI Noise Filtered Browse Data
AETH Aethalometer Browse Data
AOD Aerosol Optical Depth, derived from atmospheric extinction of solar irradiance Browse Data
AODBE Aerosol Optical Depth Best Estimate Browse Data
AOD-MFRSR Aerosol Optical Depth (AOD) derived from MFRSR measurements Browse Data
AOP Aerosol Optical Properties Browse Data
AOS Aerosol Observing System Browse Data
AOSMET Meteorological Measurements associated with the Aerosol Observing System Browse Data
APS Aerodynamic Particle Sizer Browse Data
ARMBE ARM Best Estimate Data Products Browse Data
ARMTRAJ Airmass trajectories to support studies using ARM data Browse Data
ARMTRAJ-AIR Airmass trajectories to support studies using ARM Aerial Facility (AAF) data. Browse Data
CAMSITE camera that monitors a site area Browse Data
CCN Cloud Condensation Nuclei Particle Counter Browse Data
CEIL Ceilometer Browse Data
CEILPBLHT Boundary-layer height data with CEIL Browse Data
CLDTYPE Cloud Type Classification Browse Data
CLOUDRADARCOR Cloud Radar (KAZR, KAZR2, or MWACR) Corrected VAP Browse Data
CO-ANALYZER Carbon Monoxide Analyzer Browse Data
CPC Condensation Particle Counter Browse Data
CSAPR C-Band Scanning ARM Precipitation Radar Browse Data
CSAPR2-CMAC C-SAPR2 Corrected Moments in Antenna Coordinates Browse Data
CSAPRCT C-Band Scanning ARM Precipitation Radar, Adaptive Scanning Cell Tracking Browse Data
CSPHOT Sunphotometer Browse Data
DL Doppler Lidar Browse Data
DLPROF-WIND Doppler Lidar Wind Browse Data
DLPROF-WSTATS Doppler Lidar Vertical Velocity Statistics Browse Data
ECMWFDIAG European Centre for Medium Range Weather Forecasts Diagnostic Analyses Browse Data
ECOR Eddy Correlation Flux Measurement System Browse Data
GENSTATE Generator State Browse Data
GNDRAD Ground Radiometers on Stand for Upwelling Radiation Browse Data
HTDMA Humidified Tandem Differential Mobility Analyzer Browse Data
INS Ice Nucleation Spectrometer for INP measurement Browse Data
INTERPSONDE Interpolated Sonde Browse Data
IRT Infrared Thermometer Browse Data
KASACR Ka-Band Scanning ARM Cloud Radar Browse Data
KASACRGRIDPPI Ka-Band Scanning ARM Cloud Radar PPI scan, Cartesian Cloud Cover Grid VAP Browse Data
KASACRGRIDRHI Ka-Band Scanning ARM Cloud Radar RHI scan, Cartesian Cloud Cover Grid VAP Browse Data
KAZR Ka ARM Zenith Radar Browse Data
KAZRARSCL Active Remote Sensing of CLouds (ARSCL) product using Ka-band ARM Zenith Radars Browse Data
LDIS Laser Disdrometer Browse Data
LDQUANTS Laser Disdrometer Quantities Browse Data
MAWS Automatic Weather Station Browse Data
MERGEDAEROSOL Merged Aerosol VAP Browse Data
MERGEDSMPSAPS merged size distribution from SMPS and APS Browse Data
MERGEDSMPSAPSML merged size distribution from SMPS and APS, Machine Learning Browse Data
MET Surface Meteorological Instrumentation Browse Data
MFR Multifilter Radiometer Browse Data
MFRSR Multifilter Rotating Shadowband Radiometer Browse Data
MFRSRCLDOD Cloud Optical Properties from MFRSR Using Min Algorithm Browse Data
MICROBASE Continuous Baseline Microphysical Retrieval Browse Data
MONITORINST sensors for providing instrument system monitoring Browse Data
MPL Micropulse Lidar Browse Data
MPLCMASK Cloud mask from Micropulse Lidar Browse Data
MPLCMASKML Micropulse Lidar Cloud Mask Machine Learning VAP Browse Data
MWR Microwave Radiometer Browse Data
MWR3C Microwave Radiometer, 3 Channel Browse Data
MWRHF Microwave Radiometer - High Frequency Browse Data
MWRRET MWR Retrievals Browse Data
MWRRETV2 MWR Retrievals with MWRRET Version 2 Browse Data
NEPHELOMETER Nephelometer Browse Data
NFOV Narrow Field of View Zenith Radiometer Browse Data
OPC Optical Particle Counter Browse Data
OZONE Ozone Monitor Browse Data
PBLHT Planetary Boundary Layer Height Browse Data
PCCP Stereo Reconstructed Point Cloud of Cloud Points (PCCP) Browse Data
PSAP Particle Soot Absorption Photometer Browse Data
QCECOR Quality Controlled Eddy Correlation Flux Measurement Browse Data
QCRAD Data Quality Assessment for ARM Radiation Data Browse Data
RADFLUXANAL Radiative Flux Analysis Browse Data
RWP Radar Wind Profiler Browse Data
SASHE Shortwave Array Spectroradiometer-Hemispheric Browse Data
SASHELANGLEY Solar Array Spectrometer (Hemispheric) Langley Regressions Browse Data
SASZE Shortwave Array Spectroradiometer-Zenith Browse Data
SEBS Surface Energy Balance System Browse Data
SFCMETRADAQ-TCEQ Meteorology, radiation, and air quality data from TCEQ air quality stations Browse Data
SKYRAD Sky Radiometers on Stand for Downwelling Radiation Browse Data
SMPS Scanning mobility particle sizer Browse Data
SO2 Sulfur Dioxide Monitor Browse Data
SONDE Balloon-Borne Sounding System Browse Data
SONDEGRID Gridded Sonde VAP Product Browse Data
SONDEPARAM convective parameters derived from radiosonde data Browse Data
SP2 Single Particle Soot Photometer Browse Data
SPECTRASCOPE SpectraScope radar spectral decomposition Browse Data
STEREOCAM Stereo Cameras for Clouds Browse Data
SYNOPWEAREG Synoptic Weather Regime Classification VAP products Browse Data
TBSCPC Condensation Particle Counter aboard Tethered Balloon System Browse Data
TBSDTS Distributed Temperature Sensing aboard Tethered Balloon System Browse Data
TBSGROUND Tethered Balloon System Ground Measurement Browse Data
TBSMERGED Tethered Balloon System (TBS) Merged Data Product Browse Data
TBSMET Meteorological Instrumentation aboard TBS Browse Data
TBSPOPS Portable Optical Particle Spectrometer aboard Tethered Balloon System Browse Data
TBSWIND Anemometers aboard Tethered Balloon System Browse Data
THERMOCLDPHASE Thermodynamic Cloud Phase Browse Data
TROPOE Tropospheric Optimal Estimation Retrieval Browse Data
TSI Total Sky Imager Browse Data
UHSAS Ultra-High Sensitivity Aerosol Spectrometer Browse Data
VARANAL Constrained Variational Analysis Browse Data
VDIS Video Disdrometer Browse Data
VDISQUANTS Video Disdrometer VAP Browse Data
VISST Minnis Cloud Products Using Visst Algorithm Browse Data
WB Weighing Bucket Precipitation Gauge Browse Data
XSACR X-Band Scanning ARM Cloud Radar Browse Data
XSACRGRIDPPI X-Band Scanning ARM Cloud Radar PPI scan, Cartesian Cloud Cover VAP Browse Data
XSACRGRIDRHI X-Band Scanning ARM Cloud Radar RHI scan, Cartesian Cloud Cover VAP Browse Data
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Atmospheric Radiation Measurement (ARM) | Reviewed March 2025