Including convection in global turbulence forecasts

The World Area Forecast Centres provide aviation users around the world with meteorological hazard forecasts. At present, hazard forecasts are issued for turbulence associated with wind shear or mountain waves. However convection is also a major source of turbulence. This paper proposes a method for combining different predictors of turbulence derived from the area of biostatistics, and this is used to produce a single global turbulence forecast that includes convection as well as wind shear and mountain-wave components. The use of the Richardson number and a climatology of observed turbulence are also investigated as a way of improving turbulence forecasts. The performance of the forecast is tested using an objective verification scheme using automated aircraft observations, and it is shown that the inclusion of convective indicators, as well as Richardson number and climatology, can greatly improve the skill in forecasting turbulence. Copyright © 2012 British Crown Copyright, the Met Office. Published by John Wiley & Sons Ltd.

[1]  M. Pepe,et al.  Combining diagnostic test results to increase accuracy. , 2000, Biostatistics.

[2]  M. Sprenger,et al.  A Northern Hemispheric climatology of indices for clear air turbulence in the tropopause region derived from ERA40 reanalysis data , 2007 .

[3]  H. Chun,et al.  Evaluations of Upper-Level Turbulence Diagnostics Performance Using the Graphical Turbulence Guidance (GTG) System and Pilot Reports (PIREPs) over East Asia , 2011 .

[4]  Jamie K. Wolff,et al.  Climatology of Upper-Level Turbulence over the Contiguous United States , 2008 .

[5]  Jet Stream Winds: Comparisons of Analyses with Independent Aircraft Data over Southwest Asia , 1991 .

[6]  Philip G. Gill Objective verification of World Area Forecast Centre clear air turbulence forecasts , 2014 .

[7]  Nicholas E. Graham,et al.  Conditional Probabilities, Relative Operating Characteristics, and Relative Operating Levels , 1999 .

[8]  J. Slingo,et al.  The Diurnal Cycle in the Tropics , 2001 .

[9]  Terry T. Lankford Aviation Weather Handbook , 2000 .

[10]  Allen J. Riordan,et al.  Characterizing the severe turbulence environments associated with commercial aviation accidents. Part 1: A 44-case study synoptic observational analyses , 2005 .

[11]  Robert Sharman,et al.  Some Influences of Background Flow Conditions on the Generation of Turbulence due to Gravity Wave Breaking above Deep Convection , 2008 .

[12]  P. Lester,et al.  Observations of severe turbulence near thunderstorm tops , 1990 .

[13]  Robert Sharman,et al.  An Integrated Approach to Mid- and Upper-Level Turbulence Forecasting , 2006 .

[14]  W. T. Roach On the influence of synoptic development on the production of high level turbulence , 1970 .

[15]  Gary P. Ellrod,et al.  An Objective Clear-Air Turbulence Forecasting Technique: Verification and Operational Use , 1992 .