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Cyclone Classification: Internal Structure versus Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific Computing Ministry of Science and Technology Institute of Astronomy, Geophysics and Atmospheric Sciences University of São Paulo (USP) Lll Lll Encontro internacional sobre ciclones do atlântico sul, previsão de trajetórias e avaliação de riscos Rio de Janeiro, 19 a 21 de maio de 2008

Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

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Page 1: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Cyclone Classification:  Internal Structure versus Cyclone Classification:  Internal Structure versus Energetics - An aplication to the Catarina Event. Energetics - An aplication to the Catarina Event.

Pedro Leite da Silva DiasNational Laboratory of Scientific ComputingMinistry of Science and TechnologyInstitute of Astronomy, Geophysics and Atmospheric Sciences University of São Paulo (USP)

LllLll Encontro internacional sobre ciclones do atlântico sul, previsão de trajetórias e avaliação de riscos

Rio de Janeiro, 19 a 21 de maio de 2008

Page 2: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Classical view:

Page 3: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

But, on March 28 2004 …..

Page 4: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

From Gan and Rao 2006

Pezza and Simmonds, 2005

03 UTC 22 March 03 UTC 23 March

03 UTC 24 March 03 UTC 25 March

0/ UTC 26 March 15 UTC 27 March 15 UTC 28 March15 UTC 26 March

15 UTC 2 March15 UTC 24 March

15 UTC 22 March 15 UTC 23 March

Page 5: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Produced by J. Conrado)

Page 6: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Produced by J. Conrado)

Page 7: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Produced by J. Conrado)

Page 8: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Produced by J. Conrado)

Page 9: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Produced by J. Conrado)

Page 10: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Produced by J. Conrado)

Page 11: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Produced by J. Conrado)

Page 12: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

How about satellite derived precipitation?

Page 13: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

GOES/TRMM

(R.Gevaerd

Page 14: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 15: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

27 March 2004 11 Z

5-8km

Page 16: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Vertical structure

Page 17: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Q

Relative humidity - shadedPotential temperature (isolines)

From Bonatti et al. 2006

Page 18: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Q

FF

From Bonatti et al. 2006 Relative humidity - shadedPotential temperature (isolines)

Page 19: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Relative humidity - shadedPotential temperature (isolines)

From Bonatti et al. 2006

Page 20: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Vertical Structure - FSU

http://www.moe.met.fsu.edu

Low troposphere vertical shear (warm x cold core)

Upper troposphere vertical shear

symmetry

Hart 2003 - Cyclone Phase

Page 21: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

AVN – ANALYSIS

uppertroposphere

lower troposphere

Page 22: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

CIRA AMSU retrieval

uppertroposphere

lower troposphere

Page 23: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Cross section at 29.3S

00Z28Mar2004

Q1

Q2

EYE

EYE

NCEP – High resolution GFS analysis

50km

Page 24: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Surface Fluxes

Page 25: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Sensible Heat Flux Anomaly

Surface

Page 26: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Latent Heat Flux Anomaly

Surface

Page 27: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

How about the numerical guidance from the operational models?

Page 28: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

162 h 136h 114h

CPTEC ETA forecast at 06 UTC 28 Mar 2004

Page 29: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

90 h 66h 42h

CPTEC ETA forecast at 06 UTC 28 Mar 2004

Page 30: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 31: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Does increased resolution improve the numerical results?

Page 32: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

BRAMS• Version 3.0

– Based on RAMS 5.04 – Maintained by CPTEC– Particular features:

• Shallow Cumulus Parameterization • Deep cumulus parametrization – “Grell-Ensemble”• Initialization of soil moisture• Option for surface processes: LEAD and SIB2 (with Carbon)• Surface data assimilation with internal quality control• CATT – dispersion module for gases and aerosols produced by

biomass burning and urban sources

• 2 grids: 32 km and 8 km (with cloud microphysics) – Previous experiments by Menezes et al. 2004- CBMET

Page 33: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

3h Precipitation BRAMS at 8km resolution

Page 34: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

SST Anomalies – High Resolution data -20km

Warm pools detached from Brazil Current are common but this one can’t be tracked …

This warm area may be important..

Page 35: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Effect of high

Resolution SST:

less intense system !!!!

See Renato Silva 2004 -XIIICBMet

Page 36: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Impact of perturbation in the latent heating vertical profile

2 fo2 2

p2 tfoV

g

2

fo+ f

f o2

R

p

V g T

pf o2

R

cp

pJp

Geopotential tendency is proportional to the vertical derivative of the diabatic heating

Page 37: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Possible Trajectories with perturbed convective heating

Page 38: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Better fit to obs

Page 39: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Better fit to obs

Page 40: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Summary

• Do tropical cyclones belong to a unique family?

• OR are we artificially separating a continuum of atmospheric vortices into groups?

• In Australia: subtropical lows with hurricane intensity winds

Page 41: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

ENERGETICS

Brennan e Vincent (1980)

αω−=dt

dTCpQ

Page 42: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Cyclone tracking:

At each time, energetics at the box is computed

Page 43: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

NCEP GFS operational Analysis (high resolution 50km) of Catarina

Page 44: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Other peculiar cases….

Page 45: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 46: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Typical baroclinic system…

Page 47: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Note large baroclinic conversion and increase of Ke

Increase of Ke also related to barotropic conversion

Small contribution of Q’T

This is the previous cyclone yesterday .ppt

Page 48: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Initial phase is typically baroclonic Latent heat picks up

later…

Strong energy conversion

Barotropic conversion from Ke to Kz except at the end

Ciclone off the S coast of Brazil - 13/Feb/2008

Page 49: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

An interesting case of a schizophrenic cyclone…

(Santis et al. 2008)

Page 50: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 51: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 52: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 53: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 54: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 55: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 56: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 57: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 58: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 59: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 60: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 61: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Ciclone 31/12/2007

•Early moist baroclinic phase

•Latter barotropic conversion

Page 62: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Low predictability case:

Page 63: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 64: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Small Q’T

Ke->KZ

Typical barocliniic conversion

Page 65: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

See www.master.iag.usp.br/intercomp

Page 66: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 67: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 68: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 69: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 70: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 71: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 72: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 73: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific
Page 74: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Conceptual view of the energetics

Q’T’

V’T’dU/dy

u’v’dU/dy KZ -> KE

barotropic

baroclinic

Bomb cyclone

Hurricane

Tropical storms

Few (hybrid)

most

AZ ->AE

Page 75: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Conclusions- I

•Vertical profile of diabatic heating in operational models is too high: global and regional

•Downscaling also lead to heating at higher levels: not enough pressure drop at low levels and therefore models underestimated the wind speed;

•Perturbations in the vertical heating profile lead to intensification of the system: in one case the trajectory was substantially changed – the low pressure veered to the north and eventually reached the Rio de Janeiro coast

•Energetics: early phase follows typical evolution of cold moist baroclinic perturbation. Later phase: barotropic conversion + moist conversion (not large).Hybrid system –subtropical low with hurricane intensity (1) at the end.

Page 76: Cyclone Classification: Internal Structure versus Energetics - An aplication to the Catarina Event. Pedro Leite da Silva Dias National Laboratory of Scientific

Recommendations• Need objective classification system for hybrid systems such as Catarina: energetics is a possible choice;

•The workshop organized by the Brazilian Meteorological Society

•Articulated solution with WMO should be sought in order to improve classification of cyclones (according to the WMO manual: hurricanes are non frontal structures…) , personnel training and dissemination of the information. - IWTC Costa Rica Nov. 2006

• recommended that in spite of the hybrid structure of the cyclone, if another case arises in the future, it is recommended that the systems be called “hurricane” when the estimated wind speed falls in the category I. This recommendation is based on the fact that the public perception that this type of event is significantly different from the regular extratropical and subtropical lows that regularly reach the southern part of Brazil