Atmospheric Radiation Measurement Climate Research Facility US Department of Energy
 
 

Azores: Extension to Clouds, Aerosol and Precipitation in the Marine Boundary Layer (CAP-MBL)

1 January 2010 - 6 January 2011

Lead Scientist: Robert Wood

Observatory: amf, grw

The response of marine low clouds to changes in atmospheric greenhouse gases and aerosols is a major source of uncertainty that thwarts accurate prediction of future climate change. Low clouds are poorly simulated in climate models, chiefly because their structural and optical properties are strongly dependent upon interactions between aerosol/cloud microphysics and dynamics that are unresolved in such models. These interactions intricately involve the formation of precipitation and its effect upon cloud dynamics, turbulence, and entrainment. However, we still do not understand many of the key physical links between aerosol and cloud microphysical properties, nor do we have sufficient observations to accurately quantify the multivariate sensitivity of precipitation to cloud microphysical and macrophysical properties. Such closure studies are essential for the evaluation of both climate and process-based numerical models. To be useful, closure studies require statistically robust and physically accurate observational datasets obtained over long periods of time. Such datasets are very rare in the subtropical marine boundary layer where climate models show the greatest discrepancy in cloud responses.

The 2009 deployment of the ARM Mobile Facility (AMF) on Graciosa Island (The Azores, 28°W 39°N) will be extended for an additional 9-12 months (from Dec 2009 to Fall 2010) to continue to study dynamical and microphysical processes controlling the radiative properties (thickness, coverage, microphysics, and optical properties) of marine boundary layer (MBL) clouds over the remote Northeast Atlantic Ocean (NEA). We believe that the extended dataset from the AMF will provide significantly greater statistical reliability of the multivariate relationships between aerosol and cloud microphysical/macrophysical properties required for evaluation of climate and process models. The extended AMF deployment will also provide an unprecedented opportunity to study the seasonal cycle, to test the ACRF’s planned scanning radar capability, and to assess the feasibility of the site for a possible permanent ACRF site.

We will also conduct an ARM Aerial Facility (AAF) deployment for a month-long period during Jun-Aug 2010 which will (a) provide important in-situ data for the evaluation of the AMF remote sensing retrievals; (b) provide critical data for closure studies. The AAF measurements will maximize the potential of the ground based remote sensing capability of the AMF.

The following four types of closure studies will be performed with the combination of the AMF and the AAF:

(a) cloud microphysical closure: sensitivity of cloud microphysical properties to aerosol chemical/physical properties and cloud dynamics; (b) drizzle closure: relationships between precipitation and cloud macrophysical and microphysical properties; (c) entrainment closure: sensitivity of entrainment to cloud and boundary layer structure and dynamics; (d) radiative closure: sensitivity of the cloud optical depth to macrophysical and microphysical cloud properties.

These studies will be addressed with the AMF as a central pillar in a research structure that will include multi-scale modeling work as detailed in the proposal for the 2009 AMF deployment. Synthesized long term data from the AMF will be used to initialize, constrain, and validate numerical models including large eddy simulation, single column, and regional and global atmospheric models as an important component of the proposed work.

Timeline

  • Parent Campaign
  • Sibling Campaign

2023

Zhang C and J Moore. 2023. "A Road Map to Success of International Field Campaigns in Atmospheric and Oceanic Sciences." Bulletin of the American Meteorological Society, 104(1), 10.1175/BAMS-D-22-0133.1.

2021

Villefranque N and R Hogan. 2021. "Evidence for the 3D radiative effects of boundary‐layer clouds from observations of direct and diffuse surface solar fluxes." Geophysical Research Letters, 48(14), e2021GL093369, 10.1029/2021GL093369.

2017

Zhang Z, X Dong, B Xi, H Song, P Ma, S Ghan, S Platnick, and P Minnis. 2017. "Inter-comparisons of marine boundary layer cloud properties from the ARM CAP-MBL campaign and two MODIS cloud products." Journal of Geophysical Research: Atmospheres, 122(4), 10.1002/2016JD025763.
Research Highlight

2016

Liu J, Z Li, and MC Cribb. 2016. "Response of Marine Boundary Layer Cloud Properties to Aerosol Perturbations Associated with Meteorological Conditions from the 19-Month AMF-Azores Campaign." Journal of the Atmospheric Sciences, 73(11), 10.1175/jas-d-15-0364.1.
Research Highlight

de Szoeke SP, KL Verlinden, SE Yuter, and DB Mechem. 2016. "The Time Scales of Variability of Marine Low Clouds." Journal of Climate, 29(18), 10.1175/jcli-d-15-0460.1.
Research Highlight

Ahlgrimm M and RM Forbes. 2016. "Regime dependence of cloud condensate variability observed at the Atmospheric Radiation Measurement Sites." Quarterly Journal of the Royal Meteorological Society, 142(697), 10.1002/qj.2783.
Research Highlight

2015

Rémillard J and G Tselioudis. 2015. "Cloud Regime Variability over the Azores and Its Application to Climate Model Evaluation." Journal of Climate, 28(24), 10.1175/jcli-d-15-0066.1.

2012

Lamer K, I Jo, A Tatarevic, and P Kollias. 2012. 3D Observations of Marine Stratocumulus Structure and Dynamics at the Azores Using a Scanning Cloud. Presented at Fall American Geophysical Union Meeting. San Francisco, CA.

2011

Wyant M, J Fletcher, R Wood, and C Bretherton. 2011. Aerosols, Clouds, and Precipitation in the Marine Boundary Layer at the Azores AMF. Presented at 2nd Atmospheric System Research (ASR) Science Team Meeting. San Antonio, TX.

Ghate V and M Miller. 2011. Regimes of Boundary-layer Structure in the Azores Using Data from the ARM Mobile Facility. Presented at 2nd Atmospheric System Research (ASR) Science Team Meeting. San Antonio, TX.


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GRW Data Sources

Name Full Name Browse Data
AERI Atmospheric Emitted Radiance Interferometer Browse Data
AERINF AERI Noise Filtered Browse Data
AIP Aerosol Intensive Properties Browse Data
AOD-MFRSR Aerosol Optical Depth (AOD) derived from MFRSR measurements Browse Data
AOS Aerosol Observing System Browse Data
AOSCCNAVG Aerosol Observing System (AOS): cloud condensation nuclei data, averaged Browse Data
CAMSITE camera that monitors a site area Browse Data
CCN Cloud Condensation Nuclei Particle Counter Browse Data
CEIL Ceilometer Browse Data
CSPHOT Sunphotometer Browse Data
ECMWFDIAG European Centre for Medium Range Weather Forecasts Diagnostic Analyses Browse Data
ECOR Eddy Correlation Flux Measurement System Browse Data
GNDRAD Ground Radiometers on Stand for Upwelling Radiation Browse Data
IRT Infrared Thermometer Browse Data
MERGESONDE Merged Sounding Browse Data
MET Surface Meteorological Instrumentation 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
MPLAVG MPL: data averaged to fixed 30 second interval, e.g. for polarized data Browse Data
MPLCMASK Cloud mask from Micropulse Lidar 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
NCEPGFS National Centers for Environment Prediction Global Forecast System Browse Data
NDROP Droplet number concentration Browse Data
NFOV Narrow Field of View Zenith Radiometer Browse Data
PBLHT Planetary Boundary Layer Height 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
SKYRAD Sky Radiometers on Stand for Downwelling Radiation Browse Data
SONDE Balloon-Borne Sounding System Browse Data
SONDEADJUST Sonde Adjust Browse Data
SWACR W-Band (95 GHz) ARM Cloud Radar, mounted to scan Browse Data
TSI Total Sky Imager Browse Data
VISST Minnis Cloud Products Using Visst Algorithm Browse Data
WACR W-Band (95 GHz) ARM Cloud Radar Browse Data
WACRARSCL W-band Cloud Radar Active Remote Sensing of Cloud Browse Data