DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Aircraft millimeter-wave passive sensing of cloud liquid water and water vapor during VOCALS-REx

Abstract

Routine liquid water path measurements and water vapor path are valuable for process studies of the cloudy marine boundary layer and for the assessment of large-scale models. The VOCALS Regional Experiment respected this goal by including a small, inexpensive, upwardpointing millimeter-wavelength passive radiometer on the fourteen research flights of the NCAR C-130 plane, the Gband (183 GHz) Vapor Radiometer (GVR). The radiometer permitted above-cloud retrievals of the free-tropospheric water vapor path (WVP). Retrieved free-tropospheric (abovecloud) water vapor paths possessed a strong longitudinal gradient, with off-shore values of one to twomm and nearcoastal values reaching tenmm. The VOCALS-REx free troposphere was drier than that of previous years. Cloud liquid water paths (LWPs) were retrieved from the sub-cloud and cloudbase aircraft legs through a combination of the GVR, remotely-sensed cloud boundary information, and insitu thermodynamic data. The absolute (between-leg) and relative (within-leg) accuracy of the LWP retrievals at 1 Hz (≈100 m) resolution was estimated at 20 gm-2 and 3 gm-2 respectively for well-mixed conditions, and 25 gm-2 absolute uncertainty for decoupled conditions where the input WVP specification was more uncertain. Retrieved liquid water paths matched adiabatic values derived from coincident cloud thickness measurements exceedingly well. A significant contribution of the GVRmore » dataset was the extended information on the thin clouds, with 62% (28 %) of the retrieved LWPs <100 (40) gm-2. Coastal LWPs values were lower than those offshore. For the four dedicated 20° S flights, the mean (median) coastal LWP was 67 (61) gm-2, increasing to 166 (120) gm-2 1500 km offshore. Finally, the overall LWP cloud fraction from thirteen research flights was 63 %, higher than that of adiabatic LWPs at 40 %, but lower than the lidar-determined cloud cover of 85 %, further testifying to the frequent occurrence of thin clouds.« less

Authors:
 [1];  [2];  [3];  [4]
  1. Univ. of Miami, Miami, FL (United States). Rosenstiel School of Marine and Atmospheric Sciences
  2. Univ. of Wyoming, Laramie, WY (United States). Dept. of Atmospheric Sciences
  3. Prosensing Inc., Amherst, MA (United States)
  4. Argonne National Lab. (ANL), Argonne, IL (United States)
Publication Date:
Research Org.:
Argonne National Laboratory (ANL), Argonne, IL (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Science Foundation (NSF)
OSTI Identifier:
1396248
Grant/Contract Number:  
AC02-06CH11357
Resource Type:
Accepted Manuscript
Journal Name:
Atmospheric Chemistry and Physics (Online)
Additional Journal Information:
Journal Name: Atmospheric Chemistry and Physics (Online); Journal Volume: 12; Journal Issue: 1; Journal ID: ISSN 1680-7324
Publisher:
European Geosciences Union
Country of Publication:
United States
Language:
English
Subject:
58 GEOSCIENCES

Citation Formats

Zuidema, P., Leon, D., Pazmany, A., and Cadeddu, M. Aircraft millimeter-wave passive sensing of cloud liquid water and water vapor during VOCALS-REx. United States: N. p., 2012. Web. doi:10.5194/acp-12-355-2012.
Zuidema, P., Leon, D., Pazmany, A., & Cadeddu, M. Aircraft millimeter-wave passive sensing of cloud liquid water and water vapor during VOCALS-REx. United States. https://doi.org/10.5194/acp-12-355-2012
Zuidema, P., Leon, D., Pazmany, A., and Cadeddu, M. Thu . "Aircraft millimeter-wave passive sensing of cloud liquid water and water vapor during VOCALS-REx". United States. https://doi.org/10.5194/acp-12-355-2012. https://www.osti.gov/servlets/purl/1396248.
@article{osti_1396248,
title = {Aircraft millimeter-wave passive sensing of cloud liquid water and water vapor during VOCALS-REx},
author = {Zuidema, P. and Leon, D. and Pazmany, A. and Cadeddu, M.},
abstractNote = {Routine liquid water path measurements and water vapor path are valuable for process studies of the cloudy marine boundary layer and for the assessment of large-scale models. The VOCALS Regional Experiment respected this goal by including a small, inexpensive, upwardpointing millimeter-wavelength passive radiometer on the fourteen research flights of the NCAR C-130 plane, the Gband (183 GHz) Vapor Radiometer (GVR). The radiometer permitted above-cloud retrievals of the free-tropospheric water vapor path (WVP). Retrieved free-tropospheric (abovecloud) water vapor paths possessed a strong longitudinal gradient, with off-shore values of one to twomm and nearcoastal values reaching tenmm. The VOCALS-REx free troposphere was drier than that of previous years. Cloud liquid water paths (LWPs) were retrieved from the sub-cloud and cloudbase aircraft legs through a combination of the GVR, remotely-sensed cloud boundary information, and insitu thermodynamic data. The absolute (between-leg) and relative (within-leg) accuracy of the LWP retrievals at 1 Hz (≈100 m) resolution was estimated at 20 gm-2 and 3 gm-2 respectively for well-mixed conditions, and 25 gm-2 absolute uncertainty for decoupled conditions where the input WVP specification was more uncertain. Retrieved liquid water paths matched adiabatic values derived from coincident cloud thickness measurements exceedingly well. A significant contribution of the GVR dataset was the extended information on the thin clouds, with 62% (28 %) of the retrieved LWPs <100 (40) gm-2. Coastal LWPs values were lower than those offshore. For the four dedicated 20° S flights, the mean (median) coastal LWP was 67 (61) gm-2, increasing to 166 (120) gm-2 1500 km offshore. Finally, the overall LWP cloud fraction from thirteen research flights was 63 %, higher than that of adiabatic LWPs at 40 %, but lower than the lidar-determined cloud cover of 85 %, further testifying to the frequent occurrence of thin clouds.},
doi = {10.5194/acp-12-355-2012},
journal = {Atmospheric Chemistry and Physics (Online)},
number = 1,
volume = 12,
place = {United States},
year = {Thu Jan 05 00:00:00 EST 2012},
month = {Thu Jan 05 00:00:00 EST 2012}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 32 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

The Epic 2001 Stratocumulus Study
journal, July 2004

  • Bretherton, Christopher S.; Uttal, Taneil; Fairall, Christopher W.
  • Bulletin of the American Meteorological Society, Vol. 85, Issue 7
  • DOI: 10.1175/BAMS-85-7-967

Evaluation of stratocumulus cloud prediction in the Met Office forecast model during VOCALS-REx
journal, January 2010


A concept for a satellite mission to measure cloud ice water path, ice particle size, and cloud altitude
journal, October 2007

  • Buehler, S. A.; Jiménez, C.; Evans, K. F.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 133, Issue S2
  • DOI: 10.1002/qj.143

Evaluation of Water Permittivity Models From Ground-Based Observations of Cold Clouds at Frequencies Between 23 and 170 GHz
journal, August 2011

  • Cadeddu, Maria P.; Turner, David D.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 49, Issue 8
  • DOI: 10.1109/TGRS.2011.2121074

Measurements and Retrievals From a New 183-GHz Water-Vapor Radiometer in the Arctic
journal, July 2007

  • Cadeddu, Maria P.; Liljegren, James C.; Pazmany, Andrew L.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 45, Issue 7
  • DOI: 10.1109/TGRS.2006.888970

Ground-Based Millimeter- and Submillimeter-Wave Observations of Low Vapor and Liquid Water Contents
journal, July 2007

  • Cimini, Domenico; Westwater, Ed R.; Gasiewski, Albin J.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 45, Issue 7
  • DOI: 10.1109/TGRS.2007.897450

Comparison of Ground-Based Millimeter-Wave Observations and Simulations in the Arctic Winter
journal, September 2009

  • Cimini, D.; Nasir, F.; Westwater, E. R.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 47, Issue 9
  • DOI: 10.1109/TGRS.2009.2020743

Surface Flux Observations on the Southeastern Tropical Pacific Ocean and Attribution of SST Errors in Coupled Ocean–Atmosphere Models
journal, August 2010

  • de Szoeke, Simon P.; Fairall, Christopher W.; Wolfe, Daniel E.
  • Journal of Climate, Vol. 23, Issue 15
  • DOI: 10.1175/2010JCLI3411.1

Observations of Stratocumulus Clouds and Their Effect on the Eastern Pacific Surface Heat Budget along 20°S
journal, December 2012


Aircraft validation of clear air absorption models at millimeter wavelengths (89–183 GHz)
journal, January 2006


Coupled vs. decoupled boundary layers in VOCALS-REx
journal, January 2011

  • Jones, C. R.; Bretherton, C. S.; Leon, D.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 14
  • DOI: 10.5194/acp-11-7143-2011

The role of adiabaticity in the aerosol first indirect effect: THE ROLE OF ADIABATICITY
journal, March 2008

  • Kim, Byung-Gon; Miller, Mark A.; Schwartz, Stephen E.
  • Journal of Geophysical Research: Atmospheres, Vol. 113, Issue D5
  • DOI: 10.1029/2007JD008961

A model for the complex permittivity of water at frequencies below 1 THz
journal, July 1991

  • Liebe, Hans J.; Hufford, George A.; Manabe, Takeshi
  • International Journal of Infrared and Millimeter Waves, Vol. 12, Issue 7
  • DOI: 10.1007/BF01008897

The effect of the half-width of the 22-GHz water vapor line on retrievals of temperature and water vapor profiles with a 12-channel microwave radiometer
journal, May 2005

  • Liljegren, J. C.; Boukabara, S. -A.; Cady-Pereira, K.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 43, Issue 5
  • DOI: 10.1109/TGRS.2004.839593

The scale problem in quantifying aerosol indirect effects
journal, January 2011


Absolute accuracy of water vapor measurements from six operational radiosonde types launched during AWEX-G and implications for AIRS validation
journal, January 2006

  • Miloshevich, Larry M.; Vömel, Holger; Whiteman, David N.
  • Journal of Geophysical Research, Vol. 111, Issue D9
  • DOI: 10.1029/2005JD006083

Accuracy assessment and correction of Vaisala RS92 radiosonde water vapor measurements
journal, January 2009

  • Miloshevich, Larry M.; Vömel, Holger; Whiteman, David N.
  • Journal of Geophysical Research, Vol. 114, Issue D11
  • DOI: 10.1029/2008JD011565

Cloud Liquid Water Path from Satellite-Based Passive Microwave Observations: A New Climatology over the Global Oceans
journal, April 2008

  • O’Dell, Christopher W.; Wentz, Frank J.; Bennartz, Ralf
  • Journal of Climate, Vol. 21, Issue 8
  • DOI: 10.1175/2007JCLI1958.1

Satellite climatology of cloud liquid water path over the Southeast Pacific between 2002 and 2009
journal, January 2011

  • O&apos;Neill, L. W.; Wang, S.; Jiang, Q.
  • Atmospheric Chemistry and Physics Discussions, Vol. 11, Issue 11
  • DOI: 10.5194/acpd-11-31159-2011

Radiative susceptibility of cloudy atmospheres to droplet number perturbations: 2. Global analysis from MODIS
journal, January 2008

  • Oreopoulos, Lazaros; Platnick, Steven
  • Journal of Geophysical Research, Vol. 113, Issue D14
  • DOI: 10.1029/2007JD009655

Assessment of MODIS cloud effective radius and optical thickness retrievals over the Southeast Pacific with VOCALS-REx in situ measurements: MODIS VALIDATION DURING VOCALS-REx
journal, December 2011

  • Painemal, David; Zuidema, Paquita
  • Journal of Geophysical Research: Atmospheres, Vol. 116, Issue D24
  • DOI: 10.1029/2011JD016155

Microphysical properties of stratocumulus clouds during ACE-2
journal, April 2000


Air-Broadened Half-Widths of the 22- and 183-GHz Water-Vapor Lines
journal, November 2008

  • Payne, Vivienne H.; Delamere, Jennifer S.; Cady-Pereira, Karen E.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 46, Issue 11
  • DOI: 10.1109/TGRS.2008.2002435

A Compact 183-GHz Radiometer for Water Vapor and Liquid Water Sensing
journal, July 2007


Radiative–Dynamical Feedbacks in Low Liquid Water Path Stratiform Clouds
journal, May 2012

  • Petters, Jonathan L.; Harrington, Jerry Y.; Clothiaux, Eugene E.
  • Journal of the Atmospheric Sciences, Vol. 69, Issue 5
  • DOI: 10.1175/JAS-D-11-0169.1

Measurement of Low Amounts of Precipitable Water Vapor Using Ground-Based Millimeterwave Radiometry
journal, April 2005

  • Racette, Paul E.; Westwater, Ed R.; Han, Yong
  • Journal of Atmospheric and Oceanic Technology, Vol. 22, Issue 4
  • DOI: 10.1175/JTECH1711.1

Marine boundary layer over the subtropical southeast Pacific during VOCALS-REx – Part 2: Synoptic variability
journal, January 2010


Rain in Shallow Cumulus Over the Ocean: The RICO Campaign
journal, December 2007

  • Rauber, Robert M.; Stevens, Bjorn; Ochs, Harry T.
  • Bulletin of the American Meteorological Society, Vol. 88, Issue 12
  • DOI: 10.1175/BAMS-88-12-1912

Water vapor microwave continuum absorption: A comparison of measurements and models
journal, July 1998


Evaluating WRF-Chem aerosol indirect effects in Southeast Pacific marine stratocumulus during VOCALS-REx
journal, January 2011

  • Saide, P. E.; Spak, S. N.; Carmichael, G. R.
  • Atmospheric Chemistry and Physics Discussions, Vol. 11, Issue 11
  • DOI: 10.5194/acpd-11-29723-2011

Does precipitation susceptibility vary with increasing cloud thickness in marine stratocumulus?
journal, January 2011

  • Terai, C. R.; Wood, R.; Leon, D. C.
  • Atmospheric Chemistry and Physics Discussions, Vol. 11, Issue 12
  • DOI: 10.5194/acpd-11-33379-2011

The Radiative Heating in Underexplored Bands Campaigns
journal, July 2010

  • Turner, D. D.; Mlawer, E. J.
  • Bulletin of the American Meteorological Society, Vol. 91, Issue 7
  • DOI: 10.1175/2010BAMS2904.1

Retrieving Liquid Wat0er Path and Precipitable Water Vapor From the Atmospheric Radiation Measurement (ARM) Microwave Radiometers
journal, November 2007

  • Turner, David D.; Clough, Shepard A.; Liljegren, James C.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 45, Issue 11
  • DOI: 10.1109/TGRS.2007.903703

Modifications to the Water Vapor Continuum in the Microwave Suggested by Ground-Based 150-GHz Observations
journal, October 2009

  • Turner, D. D.; Cadeddu, M. P.; Lohnert, U.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 47, Issue 10
  • DOI: 10.1109/TGRS.2009.2022262

Finescale Structure and Microphysics of Coastal Stratus
journal, December 1998


Observations of Drizzle in Nocturnal Marine Stratocumulus
journal, January 2005

  • vanZanten, M. C.; Stevens, B.; Vali, G.
  • Journal of the Atmospheric Sciences, Vol. 62, Issue 1
  • DOI: 10.1175/JAS-3355.1

Wyoming Cloud Lidar: instrument description and applications
journal, January 2009

  • Wang, Zhien; Wechsler, Perry; Kuestner, William
  • Optics Express, Vol. 17, Issue 16
  • DOI: 10.1364/OE.17.013576

An aircraft case study of the spatial transition from closed to open mesoscale cellular convection over the Southeast Pacific
journal, January 2011

  • Wood, R.; Bretherton, C. S.; Leon, D.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 5
  • DOI: 10.5194/acp-11-2341-2011

The VAMOS Ocean-Cloud-Atmosphere-Land Study Regional Experiment (VOCALS-REx): goals, platforms, and field operations
journal, January 2011

  • Wood, R.; Mechoso, C. R.; Bretherton, C. S.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 2
  • DOI: 10.5194/acp-11-627-2011

Ship-based liquid water path estimates in marine stratocumulus
journal, January 2005


Stratocumulus Cloud-Top Height Estimates and Their Climatic Implications
journal, September 2009

  • Zuidema, Paquita; Painemal, David; de Szoeke, Simon
  • Journal of Climate, Vol. 22, Issue 17
  • DOI: 10.1175/2009JCLI2708.1

Marine boundary layer over the subtropical southeast Pacific during VOCALS-REx – Part 2: Synoptic variability
journal, January 2009


The scale problem in quantifying aerosol indirect effects
journal, January 2012


Does precipitation susceptibility vary with increasing cloud thickness in marine stratocumulus?
journal, January 2012

  • Terai, C. R.; Wood, R.; Leon, D. C.
  • Atmospheric Chemistry and Physics, Vol. 12, Issue 10
  • DOI: 10.5194/acp-12-4567-2012

Evaluation of stratocumulus cloud prediction in the Met Office forecast model during VOCALS-REx
posted_content, July 2010


An aircraft case study of the spatial transition from closed to open mesoscale cellular convection over the Southeast Pacific
journal, January 2010

  • Wood, R.; Bretherton, C. S.; Leon, D.
  • Atmospheric Chemistry and Physics Discussions, Vol. 10, Issue 7
  • DOI: 10.5194/acpd-10-17911-2010

Works referencing / citing this record:

The Tropical Atlantic Observing System
journal, May 2019


Impact of natural and anthropogenic aerosols on stratocumulus and precipitation in the Southeast Pacific: a regional modelling study using WRF-Chem
journal, January 2012

  • Yang, Q.; Gustafson, W. I.; Fast, J. D.
  • Atmospheric Chemistry and Physics, Vol. 12, Issue 18
  • DOI: 10.5194/acp-12-8777-2012

Impacts of aerosol particles on the microphysical and radiative properties of stratocumulus clouds over the southeast Pacific Ocean
journal, January 2013

  • Twohy, C. H.; Anderson, J. R.; Toohey, D. W.
  • Atmospheric Chemistry and Physics, Vol. 13, Issue 5
  • DOI: 10.5194/acp-13-2541-2013

The first aerosol indirect effect quantified through airborne remote sensing during VOCALS-REx
journal, January 2013


Aircraft observations of cold pools under marine stratocumulus
journal, January 2013


Aircraft observations of aerosol, cloud, precipitation, and boundary layer properties in pockets of open cells over the southeast Pacific
journal, January 2014

  • Terai, C. R.; Bretherton, C. S.; Wood, R.
  • Atmospheric Chemistry and Physics, Vol. 14, Issue 15
  • DOI: 10.5194/acp-14-8071-2014

Global and regional modeling of clouds and aerosols in the marine boundary layer during VOCALS: the VOCA intercomparison
journal, January 2015

  • Wyant, M. C.; Bretherton, C. S.; Wood, R.
  • Atmospheric Chemistry and Physics, Vol. 15, Issue 1
  • DOI: 10.5194/acp-15-153-2015

Marine liquid cloud geometric thickness retrieved from OCO-2's oxygen A-band spectrometer
journal, January 2019

  • Richardson, Mark; Leinonen, Jussi; Cronk, Heather Q.
  • Atmospheric Measurement Techniques, Vol. 12, Issue 3
  • DOI: 10.5194/amt-12-1717-2019

The Atmospheric radiation measurement (ARM) program network of microwave radiometers: instrumentation, data, and retrievals
journal, January 2013

  • Cadeddu, M. P.; Liljegren, J. C.; Turner, D. D.
  • Atmospheric Measurement Techniques, Vol. 6, Issue 9
  • DOI: 10.5194/amt-6-2359-2013

Global and regional modeling of clouds and aerosols in the marine boundary layer during VOCALS: the VOCA Intercomparison
journal, January 2014

  • Wyant, M. C.; Bretherton, C. S.; Wood, R.
  • Atmospheric Chemistry and Physics Discussions, Vol. 14, Issue 5
  • DOI: 10.5194/acpd-14-6537-2014