GPM Satellite Radar Measurements of Precipitation and Freezing Level in Atmospheric Rivers: Comparison With Ground-Based Radars and Reanalyses

被引:24
|
作者
Cannon, Forest [1 ]
Ralph, F. Martin [1 ]
Wilson, Anna M. [1 ]
Lettenmaier, Dennis P. [2 ]
机构
[1] Univ Calif San Diego, Scripps Inst Oceanog, Ctr Western Weather & Water Extremes, La Jolla, CA 92093 USA
[2] Univ Calif Los Angeles, Dept Geog, Los Angeles, CA 90024 USA
基金
美国国家航空航天局;
关键词
atmospheric rivers; GPM; satellite precipitation radar; freezing level height; reanalyses; WEST-COAST; SIERRA-NEVADA; FREQUENCY; CONVECTION; ALGORITHM; WINTER; MODEL; MULTIMODEL; CALIFORNIA; MULTIYEAR;
D O I
10.1002/2017JD027355
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Atmospheric rivers (ARs) account for more than 90% of the total meridional water vapor flux in midlatitudes, and 25-50% of the annual precipitation in the coastal western United States. In this study, reflectivity profiles from the Global Precipitation Measurement Dual-Frequency Precipitation Radar (GPM-DPR) are used to evaluate precipitation and temperature characteristics of ARs over the western coast of North America and the eastern North Pacific Ocean. Evaluation of GPM-DPR bright-band height using a network of ground-based vertically pointing radars along the West Coast demonstrated exceptional agreement, and comparison with freezing level height from reanalyses over the eastern North Pacific Ocean also consistently agreed, indicating that GPM-DPR can be used to independently validate freezing level in models. However, precipitation comparison with gridded observations across the western United States indicated deficiencies in GPM-DPR's ability to reproduce the spatial distribution of winter precipitation, likely related to sampling frequency. Over the geographically homogeneous oceanic portion of the domain, sampling frequency was not problematic, and significant differences in the frequency and intensity of precipitation between GPM-DPR and reanalyses highlighted biases in both satellite-observed and modeled AR precipitation. Reanalyses precipitation rates below the minimum sensitivity of GPM-DPR accounted for a 20% increase in total precipitation, and 25% of radar-derived precipitation rates were greater than the 99th percentile precipitation rate in reanalyses. Due to differences in the proportions of precipitation in convective, stratiform bright-band, and non-bright-band conditions, AR conditions contributed nearly 10% more to total precipitation in GPM-DPR than reanalyses.
引用
收藏
页码:12747 / 12764
页数:18
相关论文
共 50 条
  • [21] How well were the early 2017 California Atmospheric River precipitation events captured by satellite products and ground-based radars?
    Wen, Yixin
    Behrangi, Ali
    Chen, Haonan
    Lambrigtsen, Bjorn
    QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2018, 144 : 344 - 359
  • [22] Comparison between precipitation estimates of ground-based weather radar composites and GPM's DPR rainfall product over Germany
    Pejcic, Velibor
    Garfias, Pablo Saavedra
    Muehlbauer, Kai
    Troemel, Silke
    Simmer, Clemens
    METEOROLOGISCHE ZEITSCHRIFT, 2020, 29 (06) : 451 - 466
  • [23] Accounting for Atmospheric Effects in the Interpretation of Satellite and Ground-Based Optical Measurements
    Malinka, A. V.
    Zege, E. P.
    Katsev, I. L.
    Prikhach, A. S.
    Istomina, L.
    JOURNAL OF APPLIED SPECTROSCOPY, 2016, 83 (05) : 741 - 749
  • [24] Accounting for Atmospheric Effects in the Interpretation of Satellite and Ground-Based Optical Measurements
    A. V. Malinka
    E. P. Zege
    I. L. Katsev
    A. S. Prikhach
    L. Istomina
    Journal of Applied Spectroscopy, 2016, 83 : 741 - 749
  • [25] Global atmospheric downward longwave radiation at the surface from ground-based observations, satellite retrievals, and reanalyses
    Wang, Kaicun
    Dickinson, Robert E.
    REVIEWS OF GEOPHYSICS, 2013, 51 (02) : 150 - 185
  • [26] Validation of GPM Precipitation Products by Comparison with Ground-Based Parsivel Disdrometers over Jianghuai Region
    Wu, Zuhang
    Zhang, Yun
    Zhang, Lifeng
    Hao, Xiaolong
    Lei, Hengchi
    Zheng, Hepeng
    WATER, 2019, 11 (06)
  • [27] Comparison of ground-based and satellite measurements of ultraviolet radiation exposures near the ground
    Nerushev, AF
    Tereb, NV
    IGARSS 2003: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS I - VII, PROCEEDINGS: LEARNING FROM EARTH'S SHAPES AND SIZES, 2003, : 2308 - 2310
  • [28] Comparison of Ground-Based Radar and Geosynchronous Satellite Climatologies of Warm-Season Precipitation over the United States
    Tuttle, John D.
    Carbone, Richard E.
    Arkin, Phillip A.
    Journal of Applied Meteorology and Climatology, 2008, 47 (12) : 3264 - 3270
  • [29] Synergy of Ground-Based and Satellite Optical Remote Measurements for Studying Atmospheric Aerosols
    A. P. Chaikovsky
    A. I. Bril
    A. S. Fedarenka
    V. A. Peshcharankou
    S. V. Denisov
    V. P. Dick
    F. P. Asipenka
    N. S. Miatselskaya
    Yu. S. Balin
    G. P. Kokhanenko
    I. E. Penner
    S. V. Samoilova
    M. G. Klemasheva
    S. V. Nasonov
    G. S. Zhamsueva
    A. S. Zayakhanov
    V. V. Tsydypov
    A. Batbold
    D. Azzaya
    E. Enkhbat
    D. Oyunchimeg
    Nguyen Xuan Anh
    Pham Xuan Thanh
    Nguyen Van Hiep
    Au Duy Tuan
    B. Chen
    Journal of Applied Spectroscopy, 2020, 86 : 1092 - 1099
  • [30] Synergy of Ground-Based and Satellite Optical Remote Measurements for Studying Atmospheric Aerosols
    Chaikovsky, A. P.
    Bril, A. I.
    Fedarenka, A. S.
    Peshcharankou, V. A.
    Denisov, S. V.
    Dick, V. P.
    Asipenka, F. P.
    Miatselskaya, N. S.
    Balin, Yu. S.
    Kokhanenko, G. P.
    Penner, I. E.
    Samoilova, S. V.
    Klemasheva, M. G.
    Nasonov, S. V.
    Zhamsueva, G. S.
    Zayakhanov, A. S.
    Tsydypov, V. V.
    Batbold, A.
    Azzaya, D.
    Enkhbat, E.
    Oyunchimeg, D.
    Anh, Nguyen Xuan
    Thanh, Pham Xuan
    Van Hiep, Nguyen
    Tuan, Au Duy
    Chen, B.
    JOURNAL OF APPLIED SPECTROSCOPY, 2020, 86 (06) : 1092 - 1099