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Convective Scale Modelling Humphrey Lean et. al

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Presentation on theme: "Convective Scale Modelling Humphrey Lean et. al"— Presentation transcript:

1 Convective Scale Modelling Humphrey Lean et. al
Convective Scale Modelling Humphrey Lean et. al. Mesoscale Modelling Research, Reading, UK COPE meeting, Oct 2012 © Crown copyright Met Office

2 Aims of Explicit Convection UM work
To determine optimum configuration of UM at various (high) resolutions (gridlength 1.5km – 100m). Assess what benefits of running model at high resolutions might be (and problems). Hope to shed light on behaviour of model and improve respresentation at 1.5km. © Crown copyright Met Office

3 1.5km UK Model convection (1)
Currently highest resolution operational UK model (no convection parameterisation). Beats 4km and 12km models for convective rain (as measured by neighbourhood verification). Beats 4km model for convective rain as measured subjectively by forecasters. Many systematic problems arising from convective parameterisation improved (e.g. snow showers penetrating inland in winter). BUT Problems still remain…… © Crown copyright Met Office

4 1.5km UK Model convection (2)
Major source of error is large scale errors (motivation for downscaling ensemble – see Nigel Roberts talk!) Lack of predictability of small features (probabilistic diagnostics) Problems with representation of convection (under resolved – hence term “convection permitting”). © Crown copyright Met Office

5 “UKV” 1.5km UK Model convection
1.5km model Radar 15 UTC 12th April 2012 Convective cells too large and too intense. Not enough light rain. © Crown copyright Met Office

6 Average cell sizes (km)
Threshold mm/hr Radar 1.5km Model 0.125 7.81 16.04 0.5 6.32 13.21 1.0 5.58 11.71 2.0 4.42 9.93 4.0 3.28 7.95 8.0 2.57 5.96 16.0 2.13 3.37 Average cell radius from the precipitation field over 22 convective cases. Emilie Carter © Crown copyright Met Office

7 Gridscale structure in 750 hPa w 13UTC 12/05/2010
500m 1.5km 4km © Crown copyright Met Office

8 Emilie Carter 2.2km 1.5km 200m 100m 1km RADAR 500m 4km
© Crown copyright Met Office

9 Emilie Carter 4km 2.2km 1.5km 500m 200m 100m 1km RADAR
© Crown copyright Met Office

10 Mass flux- 20110807 1500 UTC Carol Halliwell Carol Halliwell
Aggregated to 200m Aggregated to 500m Aggregated to 1.5km Carol Halliwell © Crown copyright Met Office Carol Halliwell

11 Effect of holding mixing length const at 300m (1.5km value).
Spectra of vertical velocity on 100m domain for all resolutions at approximate heights 1km (left) and 3km (right). Radar We were hoping to see the 100m and 200m lines lying almost on top of each other, indicating that the solutions had converged but it looks like this is not the case and there still appears to be significant energy in the grid-scale in the 100m run. © Crown copyright Met Office

12 Effect of increasing to 140 levels in vertical
Radar We were hoping to see the 100m and 200m lines lying almost on top of each other, indicating that the solutions had converged but it looks like this is not the case and there still appears to be significant energy in the grid-scale in the 100m run. © Crown copyright Met Office

13 Cross section WE through the BL rolls in the 100m model at 10 UTC 3rd November
© Crown copyright Met Office

14 Average cell diameters over 8 “small shower” April 2012 cases (140L)
Carol Halliwell © Crown copyright Met Office

15 CSIP Modelling Outcomes
Main conclusion was that initiation often very complicated and dependent on many factors. But models can capture this if they have them all. Back then a major interest was verifying the new 4km model – seemed to do well for many cases. © Crown copyright Met Office

16 CSIP IOP1 Observations Model Dartmoor (approx 600m)
Single storm initiated over Dartmoor as a result of a convergence line and a frontal Structure. Grey: Precip Black: cloud 30 min intervals Radar/Satellite 1.5km model Observations Model Dartmoor (approx 600m) Lean et al MWR (2009) © Crown copyright Met Office

17 CSIP IOP1: Storm breaking through lid at 11 UTC
1.5km Model Static Stability © Crown copyright Met Office

18 DYMECS project DYnamical and Microphysical Evolution of Convective Storms (DYMECS). Hogan, Plant, Lean et. al. University of Reading collaboration with Met Office. Automated tracking of cells used to control Chilbolton research radar and build up statistics of properties of convection (up to 40 cases). Compare with models. See Robin Hogan talk! © Crown copyright Met Office

19 COPE Need continued detailed measurements for comparisons to model.
Concentrate on development of storms rather than initiation. Key thing would be ways to constrain updraft characteristics (magnitude, area, depth, fluxes) and cloud sizes, concentrations etc. High res model runs on COPE cases (original proposal envisaged reference 100m runs). See Rob Warren talk later for modelling work on a COPE type convergence line case. © Crown copyright Met Office

20 Thank you for listening. Any questions?
© Crown copyright Met Office


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