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Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National Institute for Space Research INPE

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Page 1: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Impacts of modes of climate variability, monsoons, ENSO,

annular modes

Iracema Fonseca de Albuquerque Cavalcanti

National Institute for Space Research

INPE

Page 2: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Modes of variability- preferred patterns of variability .Can be associated with Sea Surface Temperature anomalies, large scale atmospheric circulation anomalies , convection anomalies in distant places

SST anomalies

Upper level circulation

Convection anomalies

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How to identify?Correlation analyses

Y: Position of point P

X: all the other points

P (0, 120W)

covariance

Standard deviation

Page 4: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

EOF analysis

• Anomalies in a domain during a period

• Apply the method

• Get: % of variance related to the total variance

• The dominant modes will be represented by the modes with large % of variance

• The timeseries of the amplitude of each mode.

Page 5: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Modes of variability can be related toteleconnections

• Relation between variability between distantplaces tele: distant connection: relation

Example: Southern Oscillation

Low pressureIndonesia

High pressureEastern Pacific

Page 6: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

El Nino- Southern Oscillation (ENSO)

El NinoAnomalous convection over central and eastern Pacific

Normal or La Nina

Page 7: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

El Nino years

Ropelewski and Halpert 1986

La Nina years

Global influences

Page 8: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

El Nino Canonical and El Nino Modoki+A

Tedeschi et al. 2012

Canonical Modoki+A Impact over South AmericaCanonical Modoki+A

Page 9: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Polade et al.2013CMIP5 JFM

Page 10: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

EN and LN intensity

Collins et al. 2010

Page 11: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

AR5

Changes in Pacific SST

EL Nino

Page 12: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Projection changes CMIP3

CMIP5

Collins et al 2010

Standard deviation of SLP (SOI)

Standard deviation of Nino 3 SST

Variability of ENSO in models

Page 13: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

SST Changes

Shading: historicalContour: future projection rcp8.5

220 c

260 c

SON280 c

Page 14: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Modes of variability in the Northern Hemisphere

• North Atlantic Oscilation NAO

• Pacific North America PNA

• Northern Annular mode NAM

• Multidecadal Oscillations: Pacific (PDO or PMO)

• Atlantic (AMO)

Page 15: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

NAO

Page 16: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

NAO influences

North Caroline State University

Page 17: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Teleconnections in the N.H.

Wallace e Gutzler 1981Horel and Wallace 1981

Page 18: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National
Page 19: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National
Page 20: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National
Page 21: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National
Page 22: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National
Page 23: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

PNA influences

North Caroline State University

Page 24: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Simulated PNA BESM

Nobre et al. 2013

Page 25: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Annular modes

Geo at 850 hPaGeo at 1000 hPa hPa

zonal wind

Thompson and Wallace, 2000

Page 26: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Simulation of North Annular Mode

Cattioux and Cassou 2013

Page 27: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Main Modes of variability in the Southern Hemisphere

Pacific South America (PSA) pattern

Southern Annular Mode (SAM)

Page 28: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

How anomalies in tropical regions can be connected to anomalies in a distant place?

A

A

A

equator

Rossbywavetrains

SST anomalies

divergence Anticycloniccirculation

Low pressureAscent

Convection

Page 29: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

What is the influence of this patternin Brazil and South America?

Correlation aolr SACZ X v

South Atlantic Convergence ZoneSACZ

Page 30: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Simulation PSA BESM

Nobre et al.2013

Page 31: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Representation of the 2 modes in modelsimulation

HadGEM2-ES historical

SAM

PSA

Page 32: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Changes in the Pacific South America pattern due to changes in Pacific SST : influences over

southeastern SA

Cavalcanti and Shimizu 2013

HADGEM2-ES

Simulation Projection

Zonal anomaly: PSA EOF1

Page 33: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Junquas et al 2013

2001-2049

2050-2098

8 models CMIP3

Page 34: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Changes in the South Atlantic Convergence ZoneIntensification of the southern center

HadGEM2-ES

Cavalcanti and Shimizu 2013

historical Rcp 8.5

Also in Junquas et al 2013

Page 35: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Southern Annular Mode

Opposite anomalies between polar region and middle latitudes

JAN JUL

Positive phase: Strong polar jet and weak subtropical jet

Negative phase: Weak polar jet and strong subtropical jet

Page 36: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Vasconcellos and Cavalcanti (2009)

DJF Precipitation

INFLUENCES OVER SOUTH AMERICA

200 hPa

200 hPa

PSA type pattern

Ageo 500 hPaWET

DRY

Page 37: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Increase of the positive phase of SAM

Indicates a southward displacement of the stormtracks

Sea Level Pressure (2081-2100)- (1986-2005)

Page 38: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Changes in storm tracks

Stippling marks locations where at least 90% of the

models agree on the sign of the change.

N.H. DJF

S.H. JJA

Storm track densitty

Rcp 4.5 Rcp 8.5

AR5

Page 39: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Projected Changes in the jet streams

1980 to 1999 to 2081–2100 in zonal mean CMIP5

AR5

Page 40: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

37 CMIP5 models’ merged historical and RCP 4.5 simulations (black) for each seasonColored lines show observational annular mode indices. Simulated anomalies are shown relative to an 1861–1900 climatology.

Gillet&Fyfe 2013.

Projected changes in NAO, NAM, SAM

Page 41: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

changes between 1861–1910 and 2050–2099 for each season in the individual CMIP5models and in the multi-model ensemble mean (bottom bars).

Gillet&Fyfe 2013.

Projected changes for NAM and SAM

Page 42: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Observed trends in PNA and PSA

AR5

Page 43: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

MONSOONS

Page 44: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

AR5, Kitoh et al 2013

NH:May to September SH: November to March

Page 45: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Precipitation changes (2080-2099)- (1986-2005)

Page 46: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Precipitation changes (2080-2099)- (1986-2005)

Page 47: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Between (1986–2005) and the future (2080–2099) in the RCP8.5 scenario.

Changes in vertically integrated water vapor flux and convergence

Kitoh et al. 2013

Page 48: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

American Monsoon regions Precipitation Difference (DJF-JAS) or

(JJA-DJF)>= 2.0 mm/dayGPCP

HADGEM2

Carvalho and Cavalcanti, 2015

Page 49: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Changes in the American Monsoon

Carvalho and Cavalcanti, 2015

Changes in the humidity fluxChanges in the area of monsoon

Page 50: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

AR5

Global features

Page 51: Impacts of modes of climate variability, monsoons, ENSO ... · Impacts of modes of climate variability, monsoons, ENSO, annular modes Iracema Fonseca de Albuquerque Cavalcanti National

Summary

• Main modes of variability- ENSO, NAO, PNA, PSA, NAM, SAM

• The models can represent the patterns• Projections: Large uncertainty in NAO but slight

trends to positive phase• Trend to positive phase in NAM and SAM• Poleward displacement of storm tracks• Observed positive trend in PNA and negative

trend in PSA• Changes in the position and intensity of PSA

centers