+ All Categories
Home > Documents > How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models?...

How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models?...

Date post: 05-Jan-2016
Category:
Upload: caroline-jenkins
View: 216 times
Download: 1 times
Share this document with a friend
32
How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of Atmospheric Science - USP Simone E. Teleginski Ferraz Departament of Physics - UFSM EUROBRISA – PARATI /2008
Transcript
Page 1: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

How well are Southern Hemisphere

teleconnection patterns predicted by

seasonal climate models?

Tércio Ambrizzi

Rosmeri Porfírio da Rocha

Departament of Atmospheric Science - USP

Simone E. Teleginski Ferraz

Departament of Physics - UFSM

EUROBRISA – PARATI /2008

Page 2: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

Rossby Wave Theory

The barotropic vorticity equaiton is:

0

Vy

Vx

Ut

UUU VV

02

xxU

t

tlykxiAe Re

22 lk

kkU

22 lk

Ucx

Basic Theory – Rossby (1939, 1945)

Assuming that

And defining the perturbed streamfunction ψ, we have:

Assuming the wave solution

We get: or

Page 3: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

Some characteristics of Rossby waves are:• They propagate to the west• They are dispersiveThe group velocity is given by:

222

22

lk

k

kkc

xg

222

2

lk

kl

lc

yg

For a stationary wave (ω=0; c=0):

2222sKU

lkK

dydKk

Krs

s2

and

Playing with the equations, it is possible to define the ray path radius of curvature which is given by the simple expression

(Hoskins e Ambrizzi 1993)

Page 4: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

Schematic Ks profiles and ray path refraction

(a)Simple refraction

(b) Reflection from a turning latitude YTL, at which Ks = k

(c) Reflection of all wavenumbers before a latitude YB at which * = 0

(d) Refraction into a critical latitude Y CL at which U = 0

(e) waveguide effect of a Ks maximum.

(Hoskins e Ambrizzi 1993)

Page 5: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

Main teleconnection patterns obtained from observational analysis and numerical modeling - DJF

Page 6: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

Main teleconnection patterns obtained from observational analysis and numerical modeling - JJA

(Ambrizzi et al 1995)

Page 7: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

Stream Function, Omega, Precip and Q vector - average

for four El Niño events

Anomaly of Ψ and precipitation

Div of Q anomaly of omega

(Magaña e Ambrizzi, 2005)

Page 8: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

ZONAL WIND - U

Page 9: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

RAY TRACING FOR EL NIÑO/LA NIÑA(EN/DJF) (LN/DJF)

(EN/MAM) (LN/MAM)(Coelho, 2001)

Page 10: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

I = (Xi - Xi)/i

ENSO episodes and the South American Regional Precipitation

Seasonal Standardized

index for the austral

summer (DJF) and

autumn (MAM)

were calculated for the

precipitation over key-

areas of South

America and the SSTa

over the Niño 1.2, 3,

3.4 and 4(Ambrizzi and Souza, 2003)

Page 11: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

El Niño Episodes and regional precipitation over South America during the period 1950-1990

(g)

-2,5

-1,5

-0,5

0,5

1,5

2,5

3,5

4,5

Ecuador/P eru

(f)

-2,5-1,5-0,50,51,52,53,54,5

Altiplano

(e)

-2,5-1,5-0,50,51,52,53,54,5

SE South America

(d)

-2,5-1,5-0,50,51,52,53,54,5

SACZ

(c)

-2,5-1,5-0,50,51,52,53,54,5

NE Brazil

(b)

-2,5-1,5-0,50,51,52,53,54,5

E Amazon

(a)

-2

-1

0

1

2

3

4

Niño 1+2 Niño 3 Niño 3+4 Niño 4

aSST Niños

E Amazônia

NE Brasil

SACZ

SE South America

Altiplano

Equator Peru

Page 12: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

SSTs for 4 EL NIÑO EVENTS

El Niño 82/83 El Niño 86/87

El Niño 91/92 El Niño 97/98

Average for 4 events

(Drumond e Ambrizzi, 2003)

Page 13: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

OMEGA ANOMALY

(Magaña e Ambrizzi 2005)

Page 14: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

MEAN ZONAL WIND, 250 hPa, DJF

Page 15: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

STREAMFUNCTION AND RAY TRACING FOR 4 EL NIÑO EVENTS

Anomaly of Ψ

Page 16: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.
Page 17: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.
Page 18: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.
Page 19: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.
Page 20: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

NCEP

NCEP

NCEP

NCEP

Page 21: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

15S/165E

15S/165E 15S/165E

Page 22: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

15S/165E

15S/165E 15S/165E

Page 23: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.
Page 24: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.
Page 25: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.
Page 26: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

Meridional Wind

Page 27: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

Meridional Wind

Page 28: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

EUROBRISA… “downscaling” with RegCM3

Dr. Rosmeri P. Rocha

ONE EXAMPLE OF SEASONAL FORECASTING:

RegCM3 initialized with ECMWF (SON-2004) – one member only

Page 29: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

TOPOGRAPHY AND DOMAIN

VERTICAL LEVELS: 18

HORIZONTAL RESOLUTION = 60 KM

ECMWF domain: 100w-20W - 45S – 20N

Page 30: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

Initial Condition: 00Z 02.08.2004 (forecasting between 02-31/08/2004 is excluded from the analysis - “spin-up”) = first member was used.

Spring forecasting: SON 2004

Analysis: precipitation from CPC/NOAA (Silva et al. 2007) and CMAP (Xie and Arkin 96)

Page 31: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

Air Temperature – RegCM3 x ECMWF

RegCM3 NCEP

Page 32: How well are Southern Hemisphere teleconnection patterns predicted by seasonal climate models? Tércio Ambrizzi Rosmeri Porfírio da Rocha Departament of.

GRUPO DE ESTUDOS CLIMÁTICOS

THANKS AND THANKS AND

WELCOME TO BRAZILWELCOME TO BRAZIL

CLIMATE STUDIES GROUP


Recommended