Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier,...

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Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France, France

Transcript of Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier,...

Page 1: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

Homogenization of benchmarknetwork temp/sur1/000001

Dubravka Rasol, MHSC, Croatia

Elke Rustemeier, University of Bonn, Germany

Olivier Mestre, Meteo-France, France

Page 2: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

Method and data

Elke and Dubravka - STSMs

Meteo-France,Toulouse

Sep/Oct 2009 – 2 weeks

Olivier - the host

method - PRODIGE

Mean temperatures - benchmark network temp/sur1/000001

Period 1900-1999

9 stations, NE Spain

Stations:

50 Observatori-de-Ebre-Roquetes

60 Aeroport-de-Reus

70 Aeroport-de-Barcelona

100 Flix

110 Tivissa

120 Lleida

130 Vila-seca

150 Caldes-de-Montbui

160 Cardedeu

Page 3: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

Geographical position of the stations

Page 4: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

Correlations between the stations

Page 5: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

Visual inspection of outliers

Page 6: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

Visual inspection of outliers

Page 7: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

List of the outliers

Station month year-------------------------------------------------------------------Observatori-de-Ebre-Roquetes 5 1969Aeroport-de-Barcelona 3 1936Flix 5 1982Flix 10 1960Tivissa 8 1982Lleida 9 1967Vila-seca 1 1931Vila-seca 10 1957Caldes-de-Montbui 2 1982Caldes-de-Montbui 3 1952Caldes-de-Montbui 9 1943-------------------------------------------------------------------9 stations -> altogether 11 outliers at 7 stations0-3 per station

Page 8: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

Raw data

4.0

6.0

8.0

10.0

12.0

14.0

16.01

90

0

19

05

19

10

19

15

19

20

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25

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19

35

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45

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19

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year

me

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mp

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ture

(°C

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Page 9: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

Break points detection (Aeroport-de-Reus)

Page 10: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

Break points detection after several runs of homogenization procedure (Aeroport-de-Reus)

Page 11: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

List of break points

• Observatori-de-Ebre-Roquetes (4)------1928,1939,1949,1974• Aeroport-de-Reus (4)-----------------------1947,1952,1973,1992• Aeroport-de-Barcelona (10)---------------1909,1920,1922,1941,1959,

1962,1972,1978,1988,1993

• Flix (4)------------------------------------------1948,1965, 1981, 1983• Tivissa(4)--------------------------------------1951,1954,1958,1987• Lleida (5)---------------------------------------1925,1949,1960,1964,1975• Vila-seca (4)----------------------------------1935,1964,1983,1905• Caldes-de-Montbui (8)---------------------1928,1930,1940,1951,

1961,1981,1988,1994• Cardedeu (4)---------------------------------1915,1931,1949,1995

Page 12: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

Break points detection (Aeroport-de-Barcelona)

Page 13: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

Corrections – yearly values

-2.0

-1.5

-1.0

-0.5

0.0

0.5

1.0

1.5

2.01

90

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°C)

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Page 14: Homogenization of benchmark network temp/sur1/000001 Dubravka Rasol, MHSC, Croatia Elke Rustemeier, University of Bonn, Germany Olivier Mestre, Meteo-France,

Homogenized data series

4.0

6.0

8.0

10.0

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14.0

16.019

00

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