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

被引:109
作者
Minnis, Patrick [1 ]
Sun-Mack, Szedung [2 ]
Chen, Yan [2 ]
Khaiyer, Mandana M. [2 ]
Yi, Yuhong [2 ]
Ayers, J. Kirk [2 ]
Brown, Ricky R. [2 ]
Dong, Xiquan [3 ]
Gibson, Sharon C. [2 ]
Heck, Patrick W. [4 ]
Lin, Bing [1 ]
Nordeen, Michele L. [2 ]
Louis Nguyen [1 ]
Palikonda, Rabindra [2 ]
Smith, William L., Jr. [1 ]
Spangenberg, Douglas A. [2 ]
Trepte, Qing Z. [2 ]
Xi, Baike [3 ]
机构
[1] NASA, Langley Res Ctr, Hampton, VA 23681 USA
[2] Sci Syst & Applicat Inc, Hampton, VA 23666 USA
[3] Univ N Dakota, Dept Atmospher Sci, Grand Forks, ND 58202 USA
[4] Univ Wisconsin, Cooperat Inst Meteorol Satellite Studies, Madison, WI 53706 USA
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2011年 / 49卷 / 11期
关键词
Climate; cloud; cloud remote sensing; Clouds and the Earth's Radiant Energy System (CERES); Moderate Resolution Imaging Spectroradiometer (MODIS); Visible and Infrared Scanner (VIRS); DROPLET EFFECTIVE RADIUS; LIQUID WATER PATH; DIURNAL VARIABILITY; VERTICAL VARIATION; CLEAR-SKY; PRODUCTS; ALGORITHMS; CONVECTION; MICROWAVE; PROFILES;
D O I
10.1109/TGRS.2011.2144602
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Cloud properties were retrieved by applying the Clouds and Earth's Radiant Energy System (CERES) project Edition-2 algorithms to 3.5 years of Tropical Rainfall Measuring Mission Visible and Infrared Scanner data and 5.5 and 8 years of MODerate Resolution Imaging Spectroradiometer (MODIS) data from Aqua and Terra, respectively. The cloud products are consistent quantitatively from all three imagers; the greatest discrepancies occur over ice-covered surfaces. The retrieved cloud cover (similar to 59%) is divided equally between liquid and ice clouds. Global mean cloud effective heights, optical depth, effective particle sizes, and water paths are 2.5 km, 9.9, 12.9 mu m, and 80 g . m(-2), respectively, for liquid clouds and 8.3 km, 12.7, 52.2 mu m, and 230 g . m(-2) for ice clouds. Cloud droplet effective radius is greater over ocean than land and has a pronounced seasonal cycle over southern oceans. Comparisons with independent measurements from surface sites, the Ice Cloud and Land Elevation Satellite, and the Aqua Advanced Microwave Scanning Radiometer-Earth Observing System are used to evaluate the results. The mean CERES and MODIS Atmosphere Science Team cloud properties have many similarities but exhibit large discrepancies in certain parameters due to differences in the algorithms and the number of unretrieved cloud pixels. Problem areas in the CERES algorithms are identified and discussed.
引用
收藏
页码:4401 / 4430
页数:30
相关论文
共 73 条
  • [1] Discriminating clear sky from clouds with MODIS
    Ackerman, SA
    Strabala, KI
    Menzel, WP
    Frey, RA
    Moeller, CC
    Gumley, LE
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1998, 103 (D24) : 32141 - 32157
  • [2] The Atmospheric Radiation Measurement program
    Ackerman, TP
    Stokes, GM
    [J]. PHYSICS TODAY, 2003, 56 (01) : 38 - 44
  • [3] Observations of deep convection in the tropics using the Tropical Rainfall Measuring Mission (TRMM) precipitation radar
    Alcala, CM
    Dessler, AE
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2002, 107 (D24)
  • [4] Prelaunch characteristics of the Moderate Resolution Imaging Spectroradiometer (MODIS) on EOS-AM1
    Barnes, WL
    Pagano, TS
    Salomonson, VV
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1998, 36 (04): : 1088 - 1100
  • [5] Bulk scattering properties for the remote sensing of ice clouds. Part II: Narrowband models
    Baum, BA
    Yang, P
    Heymsfield, AJ
    Platnick, S
    King, MD
    Hu, YX
    Bedka, ST
    [J]. JOURNAL OF APPLIED METEOROLOGY, 2005, 44 (12): : 1896 - 1911
  • [6] Retrieving vertical profiles of water-cloud droplet effective radius: Algorithm modification and preliminary application
    Chang, FL
    Li, ZQ
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2003, 108 (D24)
  • [7] Estimating the vertical variation of cloud droplet effective radius using multispectral near-infrared satellite measurements
    Chang, FL
    Li, ZQ
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2002, 107 (D15)
  • [8] Charlock T. P., 2007, 8 CERES 2 SCI TEAM M
  • [9] Impact of the vertical variation of cloud droplet size on the estimation of cloud liquid water path and rain detection
    Chen, Ruiyue
    Chang, Fu-Lung
    Li, Zhanqing
    Ferraro, Ralph
    Weng, Fuzhong
    [J]. JOURNAL OF THE ATMOSPHERIC SCIENCES, 2007, 64 (11) : 3843 - 3853
  • [10] Studying the vertical variation of cloud droplet effective radius using ship and space-borne remote sensing data
    Chen, Ruiyue
    Wood, Robert
    Li, Zhanqing
    Ferraro, Ralph
    Chang, Fu-Lung
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2008, 113