an observed trend of precipitation in the prosur area of south america brant liebmann carolina s....

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An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling Dave Allured Tendencia de precipitacão observada na area PROSUR da America do Sul

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Page 1: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

An Observed Trend of Precipitation in the PROSUR Area

of South America

Brant LiebmannCarolina S. VeraLeila M.V. CarvalhoInes CamilloniMarty P. HoerlingDave Allured

Tendencia de precipitacão observada na area PROSUR da America do Sul

Page 2: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Se um evento de inundacão esta definido

como dois desvios-padrão da anomalia mensal do fluxo em

Corrientes, Argentina, então existem quase

seis vezes mais inundacões nos 20 anos

entre 1980-1999 que existiram nos 60 anos

entre 1920-1979.

Page 3: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Previous work:

Barros, Castaneda, Doyle (2000): Increase in precipitation over most of Argentina from 1956-1991. Decrease in meridional temperature gradient.

Castaneda and Barros (1994): Humid Pampa increase in rain, mainly after 1960.

Vargas (1987):

Grimm:

Marengo:

Page 4: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Data We wish to thank the following agencies for providing

the data used in this study:Agência Nacional de Águas (Brasil)

Agência Nacional Energia Elétrica (Brasil)U.T.E. Uruguay

C.T.M. Salto GrandeServicio Meteorologico Nacional (Argentina, Paraguay,

Uruguay)FUNCEME (Ceará, Brasil)SIMEPAR (Paraná, Brasil)DAEE (São Paulo, Brasil)

Minesterio del Ambiente y los Recursos Naturales (Venezuela)

Meteorogische Dienst SurinameMETEO-France

Page 5: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

1976-1999 Climatology

January-March Total December-February Total

Page 6: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Index: 47W-53W23S-29S

“southern Brasil”

Page 7: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

JFM climo 1976-1981 JFM climo 1994-1999

Page 8: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

JFM climo difference – 1994/99 minus 1976/81

Page 9: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

What are the characteristics of the observed trend?

Quais são as caracteristicas da tendencia observada?

Page 10: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Slope = 3.87 mm/yr

Slope = 3.16 mm/yr

Slope = 0.165 mm/yr

Slope = -1.2 mm/yr

Page 11: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

1

( ) ( ( ) )dia

n

A dia R n R

A(dia) = Acumulación anómala

R(n) = lluvia diaria

R = promedio anual de precipitación diaria

Se considera que la estación lluviosa tiene lugar cuando la pendiente de la curva es

positiva (R(n) > R).

Page 12: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Fecha promedio de iniciación: 30 de diciembre

Este Central de la Amazonia

Page 13: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling
Page 14: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Average onset date = 25 October

1 January

Page 15: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Average onset date = 25 October Average end date = 9 April

31 March

Page 16: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Average onset date = 25 October Average end date = 9 April

Page 17: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

difference

Rainy day average = 14.8 17.5Percent dry days = 57.2 46.0

1976-19811994-1999

Page 18: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Is observed precipitation trend due to a change in synoptic variability?

Esta tendencia é devido a mudanca na variabilidade sinotica?

Page 19: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling
Page 20: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling
Page 21: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

statistical significance of trend

95%

97.5%

99%

Trend in JFM daily 700 mb heat flux (1976-1999)

_

+

Page 22: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Is there a relationship between observed precipitation trend and sea

surface temperature?

Esta tendencia observada na precipitacão esta relacionada a temperatura da

superficie do mar (TSM)?

Page 23: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Simultaneous Correlation

Page 24: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Available stations - 1980 Available stations - 1948

Page 25: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Slope:1976 - 1999 = 7.201948 - 1975 = 1.111948 - 1999 = 1.53

Page 26: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling
Page 27: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Slope (m3/s/yr):1976-1999 = 49.21948-1075 = 20.21948-1999 = 17.2

Precipitation has increased by 35% (along trend line)River flow has increased by 161%

(amplification and delay noted by Berbery and Barros (2002))

Page 28: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

Slope:1976 - 1999 = 0.045 deg/yr1948 - 1975 = 0.0221948 - 1999 = 0.022

Slope:1976 - 1999 = 7.20 mm/yr1948 - 1975 = 1.111948 - 1999 = 1.53

SST in southwest AtlanticJan-March rainfall

Sea

son

rain

fall

(mm

/yr)

Jan-

Mar

SS

T

(C)

Page 29: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

95% ‘significant’Using 2-sided t-test

Page 30: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling
Page 31: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling
Page 32: An Observed Trend of Precipitation in the PROSUR Area of South America Brant Liebmann Carolina S. Vera Leila M.V. Carvalho Ines Camilloni Marty P. Hoerling

An observed positive precipitation trend during the rainy season in Southern Brazil is most prominent from 1976-1999, but is evident earlier.

The trend is consistent with a change in river flow.

The trend is characterized by an increase in the number of rainy days per season and an increase in the amount per rainy day.

The precipitation trend is related to one in SST, although perhaps not causally.

The SST trend seems to result from a decrease in the strength of the South Atlantic high.