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

Title: A radiation closure study of Arctic stratus cloud microphysical properties using the collocated satellite-surface data and Fu-Liou radiative transfer model

Abstract

Retrievals of cloud microphysical properties based on passive satellite imagery are especially difficult over snow-covered surfaces because of the bright and cold surface. To help quantify their uncertainties, single-layered overcast liquid-phase Arctic stratus cloud microphysical properties retrieved by using the Clouds and the Earth's Radiant Energy System Edition 2 and Edition 4 (CERES Ed2 and Ed4) algorithms are compared with ground-based retrievals at the Atmospheric Radiation Measurement North Slope of Alaska (ARM NSA) site at Barrow, AK, during the period from March 2000 to December 2006. A total of 206 and 140 snow-free cases (Rsfc ≤ 0.3), and 108 and 106 snow cases (Rsfc > 0.3), respectively, were selected from Terra and Aqua satellite passes over the ARM NSA site. The CERES Ed4 and Ed2 optical depth (τ) and liquid water path (LWP) retrievals from both Terra and Aqua are almost identical and have excellent agreement with ARM retrievals under snow-free and snow conditions. In order to reach a radiation closure study for both the surface and top of atmosphere (TOA) radiation budgets, the ARM precision spectral pyranometer-measured surface albedos were adjusted (63.6% and 80% of the ARM surface albedos for snow-free and snow cases, respectively) to account for themore » water and land components of the domain of 30 km × 30 km. Most of the radiative transfer model calculated SW↓sfc and SW↑TOA fluxes by using ARM and CERES cloud retrievals and the domain mean albedos as input agree with the ARM and CERES flux observations within 10 W m-2 for both snow-free and snow conditions. Sensitivity studies show that the ARM LWP and re retrievals are less dependent on solar zenith angle (SZA), but all retrieved optical depths increase with SZA.« less

Authors:
 [1];  [1];  [1];  [2];  [3];  [3]
  1. Univ. of North Dakota, Grand Forks, ND (United States)
  2. NASA Langley Research Center, Hampton VA (United States)
  3. SSAI, Inc., Hampton VA (United States)
Publication Date:
Research Org.:
Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
National Aeronautics and Space Administration (NASA); USDOE Office of Science (SC)
OSTI Identifier:
1581154
Grant/Contract Number:  
AC02-05CH11231; NNX14AP84G; SC0013896
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Geophysical Research: Atmospheres
Additional Journal Information:
Journal Volume: 121; Journal Issue: 17; Journal ID: ISSN 2169-897X
Publisher:
American Geophysical Union
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES

Citation Formats

Dong, Xiquan, Xi, Baike, Qiu, Shaoyue, Minnis, Patrick, Sun-Mack, Sunny, and Rose, Fred. A radiation closure study of Arctic stratus cloud microphysical properties using the collocated satellite-surface data and Fu-Liou radiative transfer model. United States: N. p., 2016. Web. doi:10.1002/2016jd025255.
Dong, Xiquan, Xi, Baike, Qiu, Shaoyue, Minnis, Patrick, Sun-Mack, Sunny, & Rose, Fred. A radiation closure study of Arctic stratus cloud microphysical properties using the collocated satellite-surface data and Fu-Liou radiative transfer model. United States. https://doi.org/10.1002/2016jd025255
Dong, Xiquan, Xi, Baike, Qiu, Shaoyue, Minnis, Patrick, Sun-Mack, Sunny, and Rose, Fred. Wed . "A radiation closure study of Arctic stratus cloud microphysical properties using the collocated satellite-surface data and Fu-Liou radiative transfer model". United States. https://doi.org/10.1002/2016jd025255. https://www.osti.gov/servlets/purl/1581154.
@article{osti_1581154,
title = {A radiation closure study of Arctic stratus cloud microphysical properties using the collocated satellite-surface data and Fu-Liou radiative transfer model},
author = {Dong, Xiquan and Xi, Baike and Qiu, Shaoyue and Minnis, Patrick and Sun-Mack, Sunny and Rose, Fred},
abstractNote = {Retrievals of cloud microphysical properties based on passive satellite imagery are especially difficult over snow-covered surfaces because of the bright and cold surface. To help quantify their uncertainties, single-layered overcast liquid-phase Arctic stratus cloud microphysical properties retrieved by using the Clouds and the Earth's Radiant Energy System Edition 2 and Edition 4 (CERES Ed2 and Ed4) algorithms are compared with ground-based retrievals at the Atmospheric Radiation Measurement North Slope of Alaska (ARM NSA) site at Barrow, AK, during the period from March 2000 to December 2006. A total of 206 and 140 snow-free cases (Rsfc ≤ 0.3), and 108 and 106 snow cases (Rsfc > 0.3), respectively, were selected from Terra and Aqua satellite passes over the ARM NSA site. The CERES Ed4 and Ed2 optical depth (τ) and liquid water path (LWP) retrievals from both Terra and Aqua are almost identical and have excellent agreement with ARM retrievals under snow-free and snow conditions. In order to reach a radiation closure study for both the surface and top of atmosphere (TOA) radiation budgets, the ARM precision spectral pyranometer-measured surface albedos were adjusted (63.6% and 80% of the ARM surface albedos for snow-free and snow cases, respectively) to account for the water and land components of the domain of 30 km × 30 km. Most of the radiative transfer model calculated SW↓sfc and SW↑TOA fluxes by using ARM and CERES cloud retrievals and the domain mean albedos as input agree with the ARM and CERES flux observations within 10 W m-2 for both snow-free and snow conditions. Sensitivity studies show that the ARM LWP and re retrievals are less dependent on solar zenith angle (SZA), but all retrieved optical depths increase with SZA.},
doi = {10.1002/2016jd025255},
journal = {Journal of Geophysical Research: Atmospheres},
number = 17,
volume = 121,
place = {United States},
year = {Wed Aug 17 00:00:00 EDT 2016},
month = {Wed Aug 17 00:00:00 EDT 2016}
}

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

Citation Metrics:
Cited by: 11 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

A 25-month database of stratus cloud properties generated from ground-based measurements at the Atmospheric Radiation Measurement Southern Great Plains Site
journal, February 2000

  • Dong, Xiquan; Minnis, Patrick; Ackerman, Thomas P.
  • Journal of Geophysical Research: Atmospheres, Vol. 105, Issue D4
  • DOI: 10.1029/1999JD901159

A 10 year climatology of Arctic cloud fraction and radiative forcing at Barrow, Alaska
journal, January 2010

  • Dong, Xiquan; Xi, Baike; Crosby, Kathryn
  • Journal of Geophysical Research, Vol. 115, Issue D17
  • DOI: 10.1029/2009JD013489

Clouds and the Earth's Radiant Energy System (CERES): algorithm overview
journal, July 1998

  • Wielicki, B. A.; Barkstrom, B. R.; Baum, B. A.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 36, Issue 4
  • DOI: 10.1109/36.701020

Analytic Two-Stream and Four-Stream Solutions for Radiative Transfer
journal, July 1974


Daytime and nighttime polar cloud and snow identification using MODIS data
conference, April 2003

  • Trepte, Qing; Minnis, Patrick; Arduini, Robert F.
  • Third International Asia-Pacific Environmental Remote Sensing Remote Sensing of the Atmosphere, Ocean, Environment, and Space, SPIE Proceedings
  • DOI: 10.1117/12.467306

Characterizing Arctic mixed‐phase cloud structure and its relationship with humidity and temperature inversion using ARM NSA observations
journal, August 2015

  • Qiu, Shaoyue; Dong, Xiquan; Xi, Baike
  • Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 15
  • DOI: 10.1002/2014JD023022

The Atmospheric Radiation Measurement Program
journal, January 2003

  • Ackerman, Thomas P.; Stokes, Gerald M.
  • Physics Today, Vol. 56, Issue 1
  • DOI: 10.1063/1.1554135

Surface Heat Budget of the Arctic Ocean
journal, February 2002


FIRE Arctic Clouds Experiment
journal, January 2000


Overview of Arctic Cloud and Radiation Characteristics
journal, August 1996


Cloud Detection in Nonpolar Regions for CERES Using TRMM VIRS and Terra and Aqua MODIS Data
journal, November 2008

  • Minnis, Patrick; Trepte, Qing Z.; Sun-Mack, Szedung
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 46, Issue 11
  • DOI: 10.1109/TGRS.2008.2001351

An annual cycle of Arctic cloud characteristics observed by radar and lidar at SHEBA
journal, January 2002


A new retrieval for cloud liquid water path using a ground-based microwave radiometer and measurements of cloud temperature
journal, July 2001

  • Liljegren, James C.; Clothiaux, Eugene E.; Mace, Gerald G.
  • Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D13
  • DOI: 10.1029/2000JD900817

Angular Distribution Models for Top-of-Atmosphere Radiative Flux Estimation from the Clouds and the Earth’s Radiant Energy System Instrument on the Terra Satellite. Part I: Methodology
journal, April 2005

  • Loeb, Norman G.; Kato, Seiji; Loukachine, Konstantin
  • Journal of Atmospheric and Oceanic Technology, Vol. 22, Issue 4
  • DOI: 10.1175/JTECH1712.1

Toward Optimal Closure of the Earth's Top-of-Atmosphere Radiation Budget
journal, February 2009

  • Loeb, Norman G.; Wielicki, Bruce A.; Doelling, David R.
  • Journal of Climate, Vol. 22, Issue 3
  • DOI: 10.1175/2008JCLI2637.1

The Mixed-Phase Arctic Cloud Experiment
journal, February 2007

  • Verlinde, J.; Harrington, J. Y.; McFarquhar, G. M.
  • Bulletin of the American Meteorological Society, Vol. 88, Issue 2
  • DOI: 10.1175/BAMS-88-2-205

An Unattended Cloud-Profiling Radar for Use in Climate Research
journal, March 1998


Computation of Domain-Averaged Irradiance Using Satellite-Derived Cloud Properties
journal, February 2005

  • Kato, Seiji; Rose, Fred G.; Charlock, Thomas P.
  • Journal of Atmospheric and Oceanic Technology, Vol. 22, Issue 2
  • DOI: 10.1175/JTECH-1694.1

Identification of clear skies from broadband pyranometer measurements and calculation of downwelling shortwave cloud effects
journal, June 2000

  • Long, Charles N.; Ackerman, Thomas P.
  • Journal of Geophysical Research: Atmospheres, Vol. 105, Issue D12
  • DOI: 10.1029/2000JD900077

Next-generation angular distribution models for top-of-atmosphere radiative flux calculation from CERES instruments: methodology
journal, January 2015

  • Su, W.; Corbett, J.; Eitzen, Z.
  • Atmospheric Measurement Techniques, Vol. 8, Issue 2
  • DOI: 10.5194/amt-8-611-2015

Cloud Droplet Size Distributions in Low-Level Stratiform Clouds
journal, January 2000


Angular Distribution Models for Top-of-Atmosphere Radiative Flux Estimation from the Clouds and the Earth’s Radiant Energy System Instrument on the Terra Satellite. Part II: Validation
journal, April 2007

  • Loeb, Norman G.; Kato, Seiji; Loukachine, Konstantin
  • Journal of Atmospheric and Oceanic Technology, Vol. 24, Issue 4
  • DOI: 10.1175/JTECH1983.1

Microphysical and radiative properties of boundary layer stratiform clouds deduced from ground-based measurements
journal, October 1997

  • Dong, Xiquan; Ackerman, Thomas P.; Clothiaux, Eugene E.
  • Journal of Geophysical Research: Atmospheres, Vol. 102, Issue D20
  • DOI: 10.1029/97JD02119

Arctic stratus cloud properties and their effect on the surface radiation budget: Selected cases from FIRE ACE
journal, July 2001

  • Dong, Xiquan; Mace, Gerald G.; Minnis, Patrick
  • Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D14
  • DOI: 10.1029/2000JD900404

Comparison of marine boundary layer cloud properties from CERES-MODIS Edition 4 and DOE ARM AMF measurements at the Azores: validate CERES-MODIS clouds properties
journal, August 2014

  • Xi, Baike; Dong, Xiquan; Minnis, Patrick
  • Journal of Geophysical Research: Atmospheres, Vol. 119, Issue 15
  • DOI: 10.1002/2014JD021813

Comparison of Stratus Cloud Properties Deduced from Surface, GOES, and Aircraft Data during the March 2000 ARM Cloud IOP
journal, December 2002


Comparison of CERES-MODIS stratus cloud properties with ground-based measurements at the DOE ARM Southern Great Plains site
journal, January 2008

  • Dong, Xiquan; Minnis, Patrick; Xi, Baike
  • Journal of Geophysical Research, Vol. 113, Issue D3
  • DOI: 10.1029/2007JD008438

CERES Edition-2 Cloud Property Retrievals Using TRMM VIRS and Terra and Aqua MODIS Data—Part II: Examples of Average Results and Comparisons With Other Data
journal, November 2011

  • Minnis, Patrick; Sun-Mack, Szedung; Chen, Yan
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 49, Issue 11
  • DOI: 10.1109/TGRS.2011.2144602

Next-generation angular distribution models for top-of-atmosphere radiative flux calculation from CERES instruments: validation
journal, January 2015


CERES Edition-2 Cloud Property Retrievals Using TRMM VIRS and Terra and Aqua MODIS Data—Part I: Algorithms
journal, November 2011

  • Minnis, Patrick; Sun-Mack, Szedung; Young, David F.
  • IEEE Transactions on Geoscience and Remote Sensing, Vol. 49, Issue 11
  • DOI: 10.1109/TGRS.2011.2144601

Parameterizations of the microphysical and shortwave radiative properties of boundary layer stratus from ground-based measurements
journal, December 1998

  • Dong, Xiquan; Ackerman, Thomas P.; Clothiaux, Eugene E.
  • Journal of Geophysical Research: Atmospheres, Vol. 103, Issue D24
  • DOI: 10.1029/1998JD200047

Development and assessment of broadband surface albedo from Clouds and the Earth's Radiant Energy System Clouds and Radiation Swath data product
journal, January 2009

  • Rutan, David; Rose, Fred; Roman, Miguel
  • Journal of Geophysical Research, Vol. 114, Issue D8
  • DOI: 10.1029/2008JD010669

An Automated Quality Assessment and Control Algorithm for Surface Radiation Measurements
journal, April 2008


Works referencing / citing this record:

A clear-sky radiation closure study using a one-dimensional radiative transfer model and collocated satellite-surface-reanalysis data sets: Clear-Sky Radiation Closure Study
journal, November 2016

  • Dolinar, Erica K.; Dong, Xiquan; Xi, Baike
  • Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 22
  • DOI: 10.1002/2016jd025823