A Comparative Verification of Localized Aviation Model Output Statistics Program (LAMP) and Numerical Weather Prediction (NWP) Model Forecasts of Ceiling Height and Visibility

被引:6
|
作者
Rudack, David E. [1 ]
Ghirardelli, Judy E. [1 ]
机构
[1] NOAA, Meteorol Dev Lab, Off Sci & Technol, NWS, Silver Spring, MD 20910 USA
关键词
Forecast verification; Model output statistics; Numerical weather prediction/forecasting; Probability forecasts/models/distributions; Visibility;
D O I
10.1175/2010WAF2222383.1
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
In an effort to support aviation forecasting, the National Weather Service's Meteorological Development Laboratory (MDL) has recently redeveloped the Localized Aviation Model Output Statistics (MOS) Program (LAMP) system. LAMP is designed to run hourly in NWS operations and produce short-range aviation forecast guidance at 1-h projections out to 25 h. This paper compares and contrasts LAMP ceiling height and visibility forecasts with forecasts produced by the 20-km Rapid Update Cycle model (RUC20), the Weather Research and Forecasting Nonhydrostatic Mesoscale Model (WRF-NMM), and the Short-Range Ensemble Forecast system (SREF). RUC20 and WRF-NMM forecasts of continuous ceiling height and visibility were interpolated to stations and converted into categorical forecasts. These interpolated forecasts were also categorized into instrument flight rule (IFR) or lower conditions and verified against LAMP forecasts at stations in the contiguous United States. LAMP and SREF probabilistic forecasts of ceiling height and visibility from LAMP and the SREF system were also verified. This study demonstrates that for the 0000 and 1200 UTC cycles over the contiguous United States, LAMP station-based categorical forecasts of ceiling height, visibility, and IFR conditions or lower are more accurate than the RUC20 and WRF-NMM ceiling height and visibility forecasts interpolated to stations. Moreover, for the 0900 and 2100 UTC forecast cycles and verification periods studied here, LAMP ceiling height and visibility probabilities exhibit better reliability and skill than the SREF system.
引用
收藏
页码:1161 / 1178
页数:18
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共 11 条
  • [1] Direct verification of forecasts from a very high resolution numerical weather prediction (NWP) model
    K. L. Batt
    R. P. Morison
    M. S. Speer
    [J]. Meteorology and Atmospheric Physics, 2000, 74 : 117 - 127
  • [2] Direct verification of forecasts from a very high resolution numerical weather prediction (NWP) model
    Batt, KL
    Morison, RP
    Speer, MS
    [J]. METEOROLOGY AND ATMOSPHERIC PHYSICS, 2000, 74 (1-4) : 117 - 127
  • [3] Improved model output statistics of numerical weather prediction based irradiance forecasts for solar power applications
    Verzijlbergh, Remco A.
    Heijnen, Petra W.
    de Roode, Stephan R.
    Los, Alexander
    Jonker, Harm J. J.
    [J]. SOLAR ENERGY, 2015, 118 : 634 - 645
  • [4] A Comparative Verification of High-Resolution Precipitation Forecasts Using Model Output Statistics
    van der Plas, Emiel
    Schmeits, Maurice
    Hooijman, Nicolien
    Kok, Kees
    [J]. MONTHLY WEATHER REVIEW, 2017, 145 (10) : 4037 - 4054
  • [5] MESOSCALE FORECASTS GENERATED FROM OPERATIONAL NUMERICAL WEATHER-PREDICTION MODEL OUTPUT
    KELLEY, JGW
    RUSSO, JM
    EYTON, JR
    CARLSON, TN
    [J]. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 1988, 69 (01) : 7 - 15
  • [6] Localized precipitation forecasts from a numerical weather prediction model using artificial neural networks
    Kuligowski, RJ
    Barros, AP
    [J]. WEATHER AND FORECASTING, 1998, 13 (04) : 1194 - 1204
  • [7] Use of medium-range numerical weather prediction model output to produce forecasts of streamflow
    Clark, MP
    Hay, LE
    [J]. JOURNAL OF HYDROMETEOROLOGY, 2004, 5 (01) : 15 - 32
  • [8] AUTOMATED TEMPERATURE FORECASTING, AN APPLICATION OF MODEL OUTPUT STATISTICS TO THE METEOROLOGICAL-OFFICE NUMERICAL WEATHER PREDICTION MODEL
    FRANCIS, PE
    DAY, AP
    DAVIS, GP
    [J]. METEOROLOGICAL MAGAZINE, 1982, 111 (1317): : 73 - 87
  • [9] Verification of operational numerical weather prediction model forecasts of precipitation using satellite rainfall estimates over Africa
    Wang, Yan
    Gueye, Moussa
    Greybush, Steven J.
    Greatrex, Helen
    Whalen, Andrew J.
    Ssentongo, Paddy
    Zhang, Fuqing
    Jenkins, Gregory S.
    Schiff, Steven J.
    [J]. METEOROLOGICAL APPLICATIONS, 2023, 30 (01)
  • [10] Impacts of a University-led, On-demand Sounding Program on Human and Numerical Weather Prediction Model Forecasts in an Upper-air Observation Hole
    Benott, Mark D.
    Nowotarski, Christopher J.
    Conlee, Don T.
    Wood, Lance
    [J]. JOURNAL OF OPERATIONAL METEOROLOGY, 2018, 6 (07) : 74 - 86