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.
Campaign Links
Related Publications
View all- Lappin et al. "Quantifying the Thermodynamic Impacts on the Atmospheric Boundary Layer due to the Sea Breeze in the Coastal Houston Region". 2025. 10.1175/JAMC-D-24-0203.1.
Related Campaigns
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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