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中央氣象局全球預報系統積雲參 數法之改進與其對於DYNAMO驗期間MJO對流之模擬表現 林昌鴻 1 楊明仁 2 陳建河 1 中央氣象局氣象資訊中心 1 國立臺灣大學大氣科學系 2

中央氣象局全球預報系統積雲參 數法之改進與其對於DYNAMO …conf.cwb.gov.tw/media/cwb_past_conferences/107/2018_ppt/A4/A4-7... · • 2-year time period for 2011-2012

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  • 中央氣象局全球預報系統積雲參數法之改進與其對於DYNAMO實

    驗期間MJO對流之模擬表現

    林昌鴻1 楊明仁2 陳建河1

    中央氣象局氣象資訊中心1 國立臺灣大學大氣科學系2

  • 前言

    • 本研究將MPAS模式中的new Tiedtke積雲參數化方案置入至CWB/GFS全球模式,並針對DYNAMO實驗期間的三個MJO事件(2011/10 – 2011/12)進行模擬測試。

    • 討論項目:1) new Tiedtke積雲參數化方案內,調整上衝/下衝流逸入率、 積雲

    調整時間尺度,對於MJO事件模擬結果的影響。2) MJO對流事件的水氣收支分析研究。

  • Numerical model• Model: CWB/GFS (T511L60)• Vertical Coord.: S-P hybrid 60 layer• Horizontal Coord.: reduced gaussian grid (~25km)• Model top: 0.1mb

    • Cumulus scheme: NSAS, Tiedtke, new Tiedtke(MPAS)• Shallow convection: NCEP (2010)• Grid scale precipitation: Zhao and Carr (1997) • Boundary layer: Han and Pan (2011)• Radiation: RRTMG

    • Initialized at 2011/10/01, 10/15, 11/01, 11/15, 12/01, 12/15 00Z, respectively• 15-day forecast for each initialization

  • Data sets Spatial resolution Temporal resolutionq, u, v, omega,

    LH,OLR precipitation

    NCEP/CFSR(Climate Forecast

    System Reanalysis)

    0.5° 0.5°(64 levels in the

    vertical)6-hour

    precipitation TRMM 3B42 0.25° 0.25° 3-hour

    precipitation GPCP 1° 1° daily

    • 2-year time period for 2011-2012

    NCEP Reanalysis data:

  • time

    precipitation anomaly (mm)

    GPCP

    new Tiedtke (MPAS)NCEP (reanalysis) Tiedtke (CWB)

    time

    OLR anomaly (W/m2)

    NSAS (CWB)

    Time-longitude sections (MJO-2 event, 2011/11/15~12/15, 10°S~10 °N average)

  • 1. decrease the convective adjustment time scale, ∗

    • modified adjustment time scale, ∗:

    ∗ 1

    0.14 1.0 500 following Xu and Krueger (1991)

    C : convectivecloudfraction: updraft mass flux for deep convection

  • 2. decrease the updraft Entrainment rate, ∗

    • modified entrainment rate, ∗:

    ∗ E

    ⁄ = 5

    RH: relative humidity: saturation specific humidity: environment temperature at cloud base

  • reduced new Tiedtke (MPAS)NCEP

    GPCP

    precipitation anomaly (mm)

    OLR anomaly (w/m2)

    reduced E

    Time-longitude sections (MJO-2 event, 2011/11/15~12/15, 10°S~10 °N average)

  • Modified new Tiedtke scheme (nTDK_d)

    • Following the WRFv3.8.1 version, the downdraft entrainment rate is given by

    • Downdraft entrainment is modified to decrease with increasing buoyancy.

    2 10 · ·0.5

    1

    :downdraft mass fluxB: buoyancy

  • NCEP (reanalysis) Tiedtke (CWB) new Tiedtke (MPAS) new Tiedtke ( )

    OLR anomaly (W/m2)

    Time-longitude sections of OLR anomaly (MJO-2 event, 2011/11/15~12/15, 10°S~10 °N average)

  • Water budget analysis-- Following Adames and Wallace (2015; JAS)

    • ·• After vertical averaging,

    Apparent moisture sink

    prime: 20-100-day time scale anomalyL:latent heat coefficient of evaporationP: precipitationE: evaporation

  • (Wm-2)

    NCEP_CFSR

    TDK

    nTDK_d

    Contoured: kgm-2

    · · · · ·· ′

  • warm pool (60°E-180°E , 10°S-10°N ) composite

    Color:

    · ·

    (mm)

    Contoured: L · / ( )Vector: 500-1000-hPa-averaged wind

    latit

    ude

    latit

    ude

    latit

    ude

    NCEP TDK nTDK_d

    · · ·

  • ·

    Contoured: L · ( )Vector: 500-1000-hPa-averaged wind

    latit

    ude

    latit

    ude

    latit

    ude

    NCEP TDK TDK_d

    ·

    ·

    warm pool (60°E-180°E , 10°S-10°N ) composite

  • Color: q’

    · ′

    NCEP TDK nTDK_d

    warm pool composites (10°S~10°N ) Contoured: / (g )

  • NCEP TDK nTDK_dwarm pool composites (10°S~10°N ) Contoured: / (g )

  • Diabatic heating is dominated by condensational heating in the Tropics and thus is an indicator of the precipitating cloud distribution. (Wang et. al. 2017)

    NCEP TDK nTDK_d

    q

    /

  • 結論 (I)

    • 水氣收支分析:1. 使用TDK方案和nTDK_d方案模擬的MJO對流系統於印度洋生成後,

    有對流發展過強並於強降水發生後迅速減弱的趨勢,使得MJO對流系統無法維持並橫越海洋性大陸至西太平洋地區。

    2. 模擬的MJO對流系統其對流範圍過窄且上衝氣流過強,以及MJO對流系統較無組織性,對流現象呈現隨機生成的特徵。

    • 非絕熱加熱垂直分布之分析:nTDK_d參數化方案對於MJO前緣(東側)有過多發展旺盛的淺積雲對流,造成前方水氣無法有效地透過東風平流傳輸至MJO對流中心,使得對流中心水氣較少,系統發展較弱。

  • THANK YOUfor your

    ATTENTION!