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TRACER-UAS

TRACER-UAS

1 October 2021 - 30 September 2022

Lead Scientist: Gijs de Boer

Observatory: AMF (ARM Mobile Facility 1) - HOU

Improved comprehension of the physical processes governing convective cloud formation and lifecycle are of critical importance for understanding and predicting future climate states. The influence of these clouds on the planetary energy budget, including on precipitation, is significant. Things are particularly complex in coastal regimes, where gradients in aerosol particle properties, localized circulations such as sea breezes, and large population centers are found. To date, numerical models struggle to accurately represent these critical clouds and are therefore challenged to provide a realistic view on the planetary energy budget. Through the proposed research, we aim to deploy two unmanned aircraft systems (UAS) equipped with a variety of instruments alongside sensors deployed by the US Department of Energy Atmospheric Radiation Measurement (ARM) program for the TRACER (Tracking Aerosol Convection Interactions Experiment) field campaign. The two UAS platforms to be deployed consist of one airplane and one copter system, with the copter collecting frequent vertical profiles of thermodynamic and kinematic variables such as temperature, pressure, wind and humidity. At the same time, the airplane will capture horizontal gradients of these quantities and aerosol size distribution. These systems are proposed to be deployed south of the Houston metro area, in an area that is impacted by the Gulf of Mexico sea breeze on a daily basis. These observations will offer enhanced and complementary perspectives to those provided by the DOE ARM Mobile Facility (AMF) which is to be deployed in southeast Houston, and an ancillary site to be deployed to a more rural location west of the urban Houston area. Additionally flights will take place prior to the TRACER campaign at the ARM Southern Great Plains (SGP) site, where cross-platform comparisons will be completed to ensure measurement quality. Quality-controlled versions of the UAS data to be collected will be posted on the DOE ARM data archive after the conclusion of the campaign where they will be accessible by the research community and general public. Initial analysis of some of the data to be collected will be conducted, including efforts to understand the role of the sea breeze in governing convective development and intensity, the influence of different aerosol properties and concentrations on cloud and precipitation processes, and the development of a convective boundary layer in the morning hours and its relationship to the clouds that eventually form. The UAS perspective will offer revolutionary insight into key spatial and temporal effects that have not been evaluated previously.

Co-Investigators

Brian Argrow

Elizabeth Asher

Steven Borenstein

Phillip Chilson

Greg McFarquhar

Elizabeth PillarLittle

Troy Thornberry

Timeline

Campaign Data Sets

IOP Participant Data Source Name Final Data
Gijs de Boer general fixed wing unmanned aircraft system (uas) Order Data
Francesca Lappin Quadcoptor Unmanned Aircraft System 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