School of Meteorology (Defense)

Impact Of Afternoon Mobile Radiosonde Observations On Convection-Permitting Forecasts Of Three Convective Events In The Southern Plains Region

Stacey Hitchcock
OU School of Meteorology

24 November 2014, 10:00 AM

National Weather Center, Room 5820
120 David L. Boren Blvd.
University of Oklahoma
Norman, OK

Recent studies have examined the interaction of deep convection with the surrounding environment using numerical weather prediction (NWP) model forecasts that assimilate surface, satellite, and radar data. However, the impact of assimilating nearby radiosonde observations in pre-convective environments on short-term (0 - 9 h) convection permitting NWP model forecasts has yet to be explored. Mobile radiosonde observations were obtained prior to the convective event on 31 May 2013 that included a large, violent tornado near El Reno, Oklahoma and a deadly flash flood. Two of these soundings were obtained as part of the Mesoscale Predictability Experiment (MPEX) near Norman, OK (1610 UTC) and Chickasha, OK (1920 UTC). The other was obtained by a team from the State University of New York at Oswego at 1800 UTC near Stillwater, OK. The impact of these mobile radiosonde observations on forecasts of this high-impact event is the subject of this study.

First, standard radiosonde, aircraft, and surface observations from 31 May 2013 are assimilated onto a 15-km grid every hour from 0000 UTC to 1600 UTC using an Ensemble Kalman filter (EnKF) method within the Weather Research and Forecasting (WRF) Data Assimilation and Research Testbed (DART) system. The three mobile radiosonde observations are then assimilated in half-hourly periods from 1600 UTC to 2000 UTC. A convection-permitting (3-km) grid is embedded at 2000 UTC, and a 36-member ensemble of forecasts is run out to 9 h. This experiment is compared to a control run that excludes the three mobile soundings, consistent with the observations available in an operational setting. Additional experiments vary the localization radius and the specified observation error in the EnKF assimilation in order to test the sensitivity of these results. The impact of the mobile radiosonde observations are evaluated by exploring the accuracy of the timing and location of convective initiation, the tornadic supercell near El Reno, and the transition to a heavy-rain/high-wind producing Mesoscale Convective System (MCS) among the set of 0-9 h forecasts.

Since the May 31, 2013 case represents a fairly successful forecast, we also explored the impact of mobile sounding observations in two additional MPEX cases: May 18, 2013 in Kansas and June 4, 2013 in the Texas panhandle. May 18 represents an average forecast of tornadic and non-tornadic supercells and June 4 was a good model forecast but operational bust, with operational forecasts predicting too much afternoon and evening convection in a post-MCS air mass.

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