CACTI
Cloud, Aerosol, and Complex Terrain Interactions (CACTI)
1 October 2018 - 30 April 2019
Lead Scientist: Adam Varble
Observatory: amf, cor
General circulation models and downscaled regional models exhibit persistent biases in deep convective initiation location and timing, cloud top height, stratiform area and precipitation fraction, and anvil coverage. Despite important impacts on the distribution of atmospheric heating, moistening, and momentum, nearly all climate models fail to represent convective organization, while system evolution is not represented at all. Improving representation of convective systems in models requires characterization of their predictability as a function of environmental conditions, and this characterization depends on observing many cases of convective initiation, non-initiation, organization, and non-organization. The Cloud, Aerosol, and Complex Terrain Interactions (CACTI) field campaign in the Sierras de Córdoba mountain range of north-central Argentina is designed to improve understanding of cloud life cycle and organization in relation to environmental conditions so that cumulus, microphysics, and aerosol parameterizations in multiscale models can be improved. The Sierras de Córdoba has a high frequency of orographic boundary layer clouds, many reaching congestus depths, many initiating into deep convection, and some organizing into mesoscale systems uniquely observable from a single fixed site. Some systems even grow upscale to become among the deepest, largest, and longest-lived in the world. These systems likely contribute to an observed regional trend of increasing extreme rainfall, and poor prediction of them likely contributes to a warm, dry bias in climate models downstream of the Sierras de Córdoba in a key agricultural region. Many environmental factors influence the convective life cycle in this region, including orographic, low-level jet, and frontal circulations, surface fluxes, synoptic vertical motions influenced by the Andes, cloud detrainment, and aerosol properties. Local and long-range transport of smoke resulting from biomass burning, as well as blowing dust, is common in the austral spring. Changes in land surface properties as the wet season progresses impact surface fluxes and boundary layer evolution on daily and seasonal time scales that feed back to cloud and rainfall generation. This range of environmental conditions and cloud properties coupled with a high frequency of events makes the Sierras de Córdoba an ideal location to improve understanding of cloud-environment interactions. The following primary science questions will be addressed through coordinated ARM Climate Research Facility and guest instrumentation observations:
- How are the properties and life cycles of orographically generated cumulus humilis, mediocris, and congestus clouds affected by environmental kinematics, thermodynamics, aerosols, and surface properties? How do these cloud types alter these environmental conditions?
- How do environmental kinematics, thermodynamics, and aerosols impact deep convective initiation, upscale growth, and mesoscale organization?
- How are soil moisture, surface fluxes, and aerosol properties altered by deep convective precipitation events and seasonal accumulation of precipitation?
The ARM Aerial Facility Gulfstream-159 (G-1) aircraft will be deployed near the first ARM Mobile Facility (AMF1) location for approximately six weeks—November 1 to December 15, 2018—to support the CACTI science goals. The G-1 flight measurements will provide information on orographic cumulus clouds and deep convective systems. For orographic cumulus clouds, the G-1 measurements will characterize in-cloud dynamics, microphysics, and aerosols, as well as the environmental variability around the clouds focusing on conditions upstream and downstream of clouds at multiple altitudes in the vicinity of the AMF1 site. In situations of significant aerosol heterogeneity, emphasis will be placed on observations in and out of aerosol plumes in the vicinity of the clouds. For deep convective systems, the G-1 measurements will focus on characterizing the environmental conditions that lead to convective initiation and the vertical profiles of environmental properties around the growing deep convection and in adjacent regions that are not initiating deep convection so that the differences in environment can be compared. Convective inflow and free tropospheric properties from the G-1 aircraft will be important for putting AMF1 observations into context and for providing input to numerical simulations.
Co-Investigators
Eldo Avila | Sonia Kreidenweis | Paola Salio |
Paul DeMott | L. Ruby Leung | Sue van den Heever |
David Gochis | Greg McFarquhar | Christopher Williams |
Robert Houze | Steve Nesbitt | Edward Zipser |
Michael Jensen | Kristen Rasmussen | |
Pavlos Kollias | David Romps |
Timeline
- Child Campaign
Related Publications
2024
O'Brien JR, M Grover, R Jackson, ZS Sherman, SM Collis, A Theisen, BA Raut, M Tuftedal, and D Feldman. 2024. Colorado State University (CSU) X-Band Precipitation Radar Plan Position Indicator Data Processed with Corrected Moments in Antenna Coordinates (CMAC) Value-Added Product Report. Ed. by Robert Stafford, ARM user facility. DOE/SC-ARM-TR-313. 10.2172/2483333.
Varble A, Z Feng, J Marquis, Z Zhang, A Geiss, J Hardin, and E Jo. 2024. "Updraft Width Modulates Ambient Atmospheric Controls on Convective Cloud Depth." Journal of Geophysical Research: Atmospheres, 129(23), e2024JD041769, 10.1029/2024JD041769.
Fast J, A Varble, F Mei, M Pekour, J Tomlinson, A Zelenyuk, A Sedlacek III, M Zawadowicz, and L Emmons. 2024. "Large spatiotemporal variability in aerosol properties over central Argentina during the CACTI field campaign." Atmospheric Chemistry and Physics, 24(23), 10.5194/acp-24-13477-2024.
Zhang Z, A Varble, Z Feng, J Marquis, J Hardin, and E Zipser. 2024. "Dependencies of Simulated Convective Cell and System Growth Biases on Atmospheric Instability and Model Resolution." Journal of Geophysical Research: Atmospheres, 129(22), e2024JD041090, 10.1029/2024JD041090.
Galligani V, S Bang, M Cancelada, P Salio, H Bechis, R Mezher, and A Granato. 2024. "Testing a spaceborne passive‐microwave severe hail retrieval over Argentina using ground‐based dual‐polarization radar data." Quarterly Journal of the Royal Meteorological Society, 150(765), 10.1002/qj.4861.
Lareau N, T Knopp, and D Kirshbaum. 2024. "Mechanical and Thermal Forcing for Upslope Flows and Cumulus Convection over the Sierras de Córdoba." Monthly Weather Review, 152(9), 10.1175/MWR-D-23-0254.1.
Arias Hernandez I and V Chandrasekar. 2024. "Microphysical Insights From Dual Polarization Spectral Observations in Updraft and Mixed-Phase Precipitation." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17, 10.1109/JSTARS.2024.3458890.
Su T and Y Zhang. 2024. "Deep-learning-derived planetary boundary layer height from conventional meteorological measurements." Atmospheric Chemistry and Physics, 24(11), 10.5194/acp-24-6477-2024.
Research Highlight
Gustafson, Jr. WI, AM Vogelmann, and JH Mather. 2024. DOE ARM Future of LASSO Workshop Report. Ed. by Robert Stafford, ARM user facility. DOE/SC-ARM-24-012. 10.2172/2376866.
Roldán‐Henao N, T Su, and Z Li. 2024. "Refining Planetary Boundary Layer Height Retrievals from Micropulse‐Lidar at Multiple ARM Sites around the World." Journal of Geophysical Research: Atmospheres, 129(13), e2023JD040207, 10.1029/2023JD040207.
Research Highlight
View All Related Publications
Campaign Data Sets
IOP Participant | Data Source Name | Final Data |
---|---|---|
Paul DeMott | Colorado State University Ice Spectrometer aboard aircraft | Order Data |
Paul DeMott | Ice Spectrometer | Order Data |
Zhe Feng | FLEXible object TRaKeR (FLEXTRKR) algorithm for generation of convection cell tracking databases using C Scanning ARM Precipitation Radar 2nd generation (CSAPR) data | Order Data |
Joseph Hardin | Radar Surveillance Camera | Order Data |
Alyssa Matthews | Ambient Winds- AIMMS | Order Data |
Fan Mei | Cloud Particle Imager (CPI) | Order Data |
Fan Mei | High Volume Precipitation Spectrometer - Images | Order Data |
Fan Mei | Merged Cloud Particle Size Distribution | Order Data |
Fan Mei | Scanning Mobility Particle Sizer | Order Data |
Fan Mei | Two Dimensional Stereo (2DS) Particle Imaging Probe | Order Data |
Fan Mei | meteorology/state/position parameters | Order Data |
Rusen Oktem | Cloud Digital Camera | Order Data |
Mikhail Pekour | Aerosol Size Distribution Best Estimate by airborne measurements | Order Data |
Mikhail Pekour | Gust Probe | Order Data |
Mikhail Pekour | Open Path Tunable Diode Laser Hygrometer | Order Data |
Mikhail Pekour | Optical Particle Counter - Counterflow Virtual Impactor | Order Data |
Mikhail Pekour | Optical Particle Counter - Isokinetic | Order Data |
Mikhail Pekour | Particle Volume Monitor | Order Data |
Arthur Sedlacek | Single Particle Soot Photometer | Order Data |
Jason Tomlinson | Liquid Water Content (pvm-100a probe, SEA WCM-2000) | Order Data |
Jason Tomlinson | Passive Cavity Aerosol Spectrometer | Order Data |
Jason Tomlinson | Ultra High Sensitivity Aerosol Spectrometer- G1 Aircraft | Order Data |
Alla Zelenyuk-Imre | Single Particle Mass Spectrometer- G1 Aircraft | Order Data |
COR Data Sources
Name | Full Name | Browse Data |
---|---|---|
2DS-AIR |
2 Dimensional Stereo Probe aboard aircraft | 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 |
AERIOE |
AERIoe Thermodynamic Profile and Cloud Retrieval | Browse Data |
AETH |
Aethalometer | 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 |
ASDBE-AIR |
Aerosol Size Distribution Best Estimate from sensors aboard aircraft | Browse Data |
CAM-AIR |
Video camera aboard aircraft | Browse Data |
CAS-AIR |
Cloud and Aerosol Spectrometer aboard aircraft | Browse Data |
CCN |
Cloud Condensation Nuclei Particle Counter | Browse Data |
CCN-AIR |
Cloud Condensation Nuclei Particle Counter aboard Aircraft | Browse Data |
CCNKAPPA |
CCN Counter derived hygroscopicity parameter kappa | Browse Data |
CEIL |
Ceilometer | Browse Data |
CEILPBLHT |
Boundary-layer height data with CEIL | Browse Data |
CIP-AIR |
Cloud Imaging Probe aboard aircraft | Browse Data |
CLDTYPE |
Cloud Type Classification | Browse Data |
CMAC2 |
Corrected Moments in Antenna Coordinates, Version 2 | Browse Data |
CMH-AIR |
Chilled Mirror Hygrometer aboard aircraft | Browse Data |
CO-AIR |
Carbon Monoxide- Airborne | Browse Data |
CO-ANALYZER |
Carbon Monoxide Analyzer | Browse Data |
CPC |
Condensation Particle Counter | Browse Data |
CPC-AIR |
Condensation particle counter aboard aircraft | Browse Data |
CSAPR |
C-Band Scanning ARM Precipitation Radar | Browse Data |
CSPHOT |
Sunphotometer | Browse Data |
DL |
Doppler Lidar | Browse Data |
DLPROF-WIND |
Doppler Lidar Horizontal Wind Profiles | Browse Data |
DLPROF-WSTATS |
Doppler Lidar Wind Statistics Profiles | Browse Data |
ECOR |
Eddy Correlation Flux Measurement System | Browse Data |
FCDP-AIR |
Fast Cloud Droplet Probe aboard aircraft | Browse Data |
GNDRAD |
Ground Radiometers on Stand for Upwelling Radiation | Browse Data |
GOES |
Geostationary Operational Environmental Satellites | Browse Data |
GUSTPROBE-AIR |
Gust Probe aboard aircraft | Browse Data |
HK-AIR |
House Keeping Instruments aboard Aircraft | Browse Data |
HVPS-AIR |
High Volume Precipitation Spectrometer aboard aircraft | Browse Data |
INLETCVI-AIR |
Inlet for Counterflow Virtual Impactor aboard aircraft | Browse Data |
INLETISOK-AIR |
Isokinetic Inlet aboard aircraft | Browse Data |
INTERPSONDE |
Interpolated Sonde | Browse Data |
IRT |
Infrared Thermometer | Browse Data |
KASACR |
Ka-Band Scanning ARM Cloud Radar | 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 |
KAZRCFRCOR |
Ka-Band ARM Zenith RADAR (KAZR) CF-Radial, Corrected VAP | Browse Data |
LDIS |
Laser Disdrometer | Browse Data |
LDQUANTS |
Laser Disdrometer Quantities | Browse Data |
MAWS |
Automatic Weather Station | Browse Data |
MERGED-COMMON |
Merged data- common timestamp | Browse Data |
MET |
Surface Meteorological Instrumentation | Browse Data |
MET-AIR |
Meteorological Instrumentation aboard Aircraft | Browse Data |
METWXT |
WXT520/530 Meteorological Instrument System | 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 |
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 |
MWRHF |
Microwave Radiometer - High Frequency | Browse Data |
MWRP |
Microwave Radiometer Profiler | Browse Data |
MWRRET |
MWR Retrievals | Browse Data |
NAV-AIR |
Navigational Location, Motion, and Attitude for Airborne Platforms | Browse Data |
NAVMET-AIR |
Navigation and Met Data from multiple sensors on airborne platform | Browse Data |
NEPHELOMETER |
Nephelometer | Browse Data |
NEPHELOMETER-AIR |
3-Wavelength integrating nephelometer aboard aircraft | Browse Data |
NFOV |
Narrow Field of View Zenith Radiometer | Browse Data |
OZONE |
Ozone Monitor | Browse Data |
OZONE-AIR |
Ozone Monitor aboard Aircraft | Browse Data |
PBLHT |
Planetary Boundary Layer Height | Browse Data |
PCASP-AIR |
Passive cavity aerosol spectrometer aboard aircraft | Browse Data |
PSAP |
Particle Soot Absorption Photometer | Browse Data |
PSAP-AIR |
Particle soot absorption photometer aboard aircraft | 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 |
RAIN |
Rain Gauge | Browse Data |
RWP |
Radar Wind Profiler | Browse Data |
SASHE |
Shortwave Array Spectroradiometer-Hemispheric | Browse Data |
SASZE |
Shortwave Array Spectroradiometer-Zenith | Browse Data |
SEBS |
Surface Energy Balance System | Browse Data |
SKYRAD |
Sky Radiometers on Stand for Downwelling Radiation | Browse Data |
SMPS |
Scanning mobility particle sizer | Browse Data |
SMPS-AIR |
Scanning mobility particle sizer aboard aircraft | Browse Data |
SO2-AIR |
Sulfur Dioxide Monitor aboard Aircraft | Browse Data |
SODAR |
Mini Sound Detection and Ranging | Browse Data |
SONDE |
Balloon-Borne Sounding System | Browse Data |
SONDEGRID |
Gridded Sonde VAP Product | Browse Data |
SP2-AIR |
Single Particle Soot Photometer aboard aircraft | Browse Data |
STEREOCAM |
Stereo Cameras for Clouds | Browse Data |
THERMOCLOUDPHASE |
Thermodynamic cloud phase | 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 |
WCM-AIR |
Water content meter aboard aircraft | Browse Data |
XSACR |
X-Band Scanning ARM Cloud Radar | Browse Data |
XSACRGRIDRHI |
X-Band Scanning ARM Cloud Radar RHI scan, Cartesian Cloud Cover VAP | Browse Data |