interannual variability of the rainy season in the tropics of south america brant liebmann...
TRANSCRIPT
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Interannual Variability of the Rainy Season in the Tropics of South America
Brant Liebmann
NOAA-CIRES Climate Diagnostics CenterBoulder, Colorado, USA
José A. Marengo
Centro de Previsão de Tempo e Estudos ClimáticosCachoeira Paulista, Brasil
Anji Seth
Suzana CamargoInternational Research Institute for Climate Prediction
The Earth Institute at Columbia UniversityPalisades, New York
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Themes:
a) The variability of the initiation (and of the end) of the rainy season is important for determining calendar season rainfall totals (when the initiation or end occurs during the season of interest).
b) When there is a relationship between seasonal rainfall anomalies and sea surface temperature (SST), it is almost always through the relationship between SST and the variation of the starting or ending date.
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Rainfall: 1976-1999
We wish to thank the following agencies:
Agência Nacional de Energia Elétrica (Brasil)UADASC - AASANA - Santa Cruz (Bolivia)Ministerio del Ambiente y los Recursos Naturales (Venezuela)National Climatic Data Center (USA)FUNCEME, SIMEPAR, DAEE (Brasil)C.T.M. Salto Grande (Uruguay - Argentina)Administración Provincial de Agua (Argentina)Servicio Meteorológico Nacional (Argentina, Paraguay, Uruguay)Meteorologische Dienst SurinameMETEO-France (French Guiana)UTE (Uruguay)
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September-Novemberclimatology
December-Februaryclimatology
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March-Mayclimatology
June-Augustclimatology
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Niño 3.4 =SST in the
region5N - 5S
170W -120W
Linear Correlation(simultaneous)
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1
( ) ( ( ) )day
n
A day R n R
A(day) = Anomalous accumulation
R(n) = daily rainfall
R = annual average daily precipitation
The rainy season is considered to be when the slope of the curve is positive (R(n) > R).
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Average date of initiation: 30 December
East Central Amazon
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East Central Amazoncomposite about initiation and end
day relative to initiation or end
rain
fall
(mm
/day
)
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1982-83
(6 March onset)
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Month of initiation of rainy season(Climatology)
october
november
december
january
february
march
april
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Month of end of rainy season(from climatology)
november
october
september
august
july
june
march
april
may
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Correlations:Initiation versus DJF total: -0.86Rate versus DJF total: 0.77Rate versus initiation date: -0.56
…..in the east central Amazon Basin, the average date of onset is 30 December
Standard Deviation: 28 days
Therefore, usually the rainy season begins during DJF.
Therefore, the variability of the day of initiationIs important in determining the DJF total.
The rate of precipitation is defined as the totalbetween the initiation and the end of
February divided by the number of days.
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DJF total rainfall versus SST
Start versus SSTRate (start to end of February) versus SST
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AMJ rain versus SST
Rate (1 april to end of rainy season) versus SSTEnd date versus SST
Average ending date = 13 june
2.5N-2.5S60W-55W
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2S-4N56W-49W
Average ending date = 20 June
May-July rain versus SST
Rate (1 May to end) versus SSTEnding date versus SST
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Summary:
a) Variability of the start (and end) of the rainy season is important in determining the quantity
of rain during the calendar season (when the start or end occurs during the season of interest).
b) When the variability of total rainfall during the rainy season is related to SST, this relationship usually is due to the relationship between SST and the variation of the start (or end) of the rainy season.
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General Circulation ModelEuropean Centre / Hamburg Model (ECHAM-3)(Used operationally at IRI until January 2002)
1 member (of 8)Run 50 years with observed SST (we use 1976-1997)
Precipitation fields only
Horizontal resolution: T42Vertical resolution: 19 Levels
Tiedke mass flux convection schemeModified SiB land surface scheme
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Same, except ECHAM-3December-February Climatology
1976/77 – 1996/97
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March-May Climatology Same, except ECHAM-3
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June-August Climatology Same, except ECHAM-3
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September-November Climatology Same, except ECHAM-3
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oct
nov
dec
jan
feb
mar
apr
GCM uses 360 day year
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Note differentscales
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~ during wet season: OBS GCM% dry days 7.0 8.4rainy day average 10.1 9.0
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Dec-Feb Obs. rain vs. Nino 3.4 SST Same, except ECHAM-3
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Dec-Feb rain vs. nino 3.4 SSTRegression for 1 std SST anomaly
observed ECHAM-3
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Note different scales
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Grid point at 56W, 1.4S Observations GCM Average onset= 30 December 13 December Std of onset= 28 days 48 days
Using ensembles may reduce standard deviation ofonset date
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•We argue that the influence of SST on seasonal totalprecipitation is through its influence on the timing of therainy season.
Conclusions
•The same relationship may hold in a GCM, but if timingis biased or spread is erroneous, it will appear that theGCM does not properly simulate calendar season interannual variability.
•Perhaps bias and spread will be improved throughutilization of ensembles.
•Statistical techniques (e.g., adjusting for bias) mayimprove interannual simulations.