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The Effect of Latent Heat on the Extratropical Transition of Tropical Cyclone Sinlaku By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis ET onset

By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

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Page 1: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

The Effect of Latent Heat on the Extratropical Transition of Tropical Cyclone Sinlaku

By: Michael Kevin Hernandez

Key JTWC ET onset JTWC Post ET

Fig. 1: JTWC best track data on TC Sinlaku (2008).

ECMWF analysis ET completion

ECMWF analysis ET onset

Page 2: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

Two primary reasons for studying Extratropical Transitions (ET)

Societal RelevancePost Hurricane Noel caused floods and wind

damage to Maryland and Eastern Quebec & Labrador

Scientific RelevanceET can modulate the baroclinic zone,

enhancing midlatitude cyclogenesis and associated high-impact weather (Danielsen 2004; Harr et al. 2008)

Page 3: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

Literature reviewVeiga et al. (2008) used kinetic energy

to calculate energetics of Hurricane Catarina (2004)Explored Kinetic Energy (KE) – use KE as a

diagnostic hereKuo et al. (1990) used the NCAR/PSU

MM5 model to explore the impact of diabatic processes on the development of a midlatitude cycloneTwo different runs (regular and fake dry

physics) – will also use this approach here

Page 4: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

High resolution initial conditions

Infrared satellite imagery

325K Ertel PV500 hPa KE and geopotential height

Fig. 2: Observed storm (left), 25 x 25km ECMWF resolution diagnostics (below) which will be fed into the model.

Page 5: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

Model formulation for the simulations analyzed here

Resolution: 9km (740 x 370), 3km (331 x 331) vortex following

LW radiation: RRTM schemeSW radiation: Goddard schemePBL physics: YSU schemeSurface layer: MM5 similarityMicrophysics: WSM 5-class scheme

Full physicsSurface fluxes includedCumulus physics: Kain–Fritsch scheme (9km only)

Fake drySurface fluxes includedno convection or grid scale precipitation

Page 6: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

Diagnostics Kinetic Energy at 500mb

Other Parameters: MSLP, accumulated precip, ω, vertical wind shear, Tv, θe, θe anomaly, RH, vorticity, Ertel PV etc.

Page 7: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

Difference between the two model forecasts

Fig. 3: Observed (black), full physics (pink) and fake dry (blue) simulated tracks for Typhoon Sinlaku.

Page 8: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

Numerical Difference

Table 1: Error metrics of distance [km] for each simulation of TC Sinlaku compared to the JTWC best track.

Forecast time

12 24 36 48 60 72 84 96

full physics

17 95 326 247 241 223 583 764

fake dry 303 350 696 843 n/a n/a n/a n/a

HR 12 24 36 48 60 72 84 96full

physics12 3 5 10 17 13 15 8

fake dry 27 24 29 34 n/a n/a n/a n/aTable 2: Error metrics of minimum central pressure [hPa] for each simulation of TC Sinlaku compared to the JTWC best track.

Page 9: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

Fig. 4: KE analyses from the ECMWF Analysis, Full Physics and Fake Dry runs at the 500 mb. The red dots show the storm and the black line shows the trough axis.

FakeDry

FullPhysics

IR imagery ECMWF .

Reanalysis .

500 hPa KEFore

cast

lead

tim

e48 h

r 2

4 h

r 00

hr

Page 10: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

Fig. 5: KE analyses from the ECMWF Analysis, Full Physics and Fake Dry runs at the 500 mb. The red dots show the storm and the black line shows the trough axis.

IR imagery ECMWF Full Fake .

Reanalysis Physics Dry

500 hPa KEFore

cast

lead

tim

e96 h

r 7

2 h

r 48

hr

Page 11: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

In the full physics run, the TC underwent ETET completion time consistent with ECMWF analysesTrough to north of TC at 24h (simulation and analyses)Simulated trough moved eastwards much faster in

subsequent 24h (transition phase) than analyzed (model fast)

Model TC moved NNE (rather than NE) in this period, leading to significantly different wind structure

Model TC moved due east from 48-72 h (rather than ENE) giving smaller track errors at 72h than 48h

Analyzed trough stronger and further east than full physics simulation at 72h (model slower)

Very different evolution of trough in simulation than analyses

Take home message from full physics simulation

Page 12: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

In the fake dry run TC Sinlaku could no longer be tracked by 72 hours into the simulationWithout latent heat continuously feeding the

TC, it became shallower and diedAdvected northwards by the low-level steering

current

TC west of trough axis by 24h and there was no interaction of the trough with the storm

Subtropical high became much stronger than in the full physics

Take home message from fake dry simulation

Page 13: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

Cloud permitting simulations of the ET of Typhoon Sinlaku initializing with high resolution ECMWF reanalysis focused on the 500 hPa trough with and without latent heating with the storm filtered out

QG diagnostics to evaluate the impact of diabatic heating on ET

Future work

Page 14: By: Michael Kevin Hernandez Key JTWC ET onset JTWC Post ET  Fig. 1: JTWC best track data on TC Sinlaku (2008). ECMWF analysis ET completion ECMWF analysis

THANKYOU

QUESTIONS