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High resolution LMK- simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research, University of Karlsruhe

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Page 1: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

High resolution LMK-simulations (1 km)for extreme precipitation events in southern Germany

J.W. SchipperInstitute for Meteorology and Climate Research, University of Karlsruhe

Page 2: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Content

EU-Project PREVIEW Simulations Event 2002 First evaluation of simulations Event 2005

Page 3: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

EU-IP PREVIEW

Volcanoes

Fires

Earthquakes

Windstorms

Man-made

Landslides

Floods

Many risks exist ...

Page 4: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

EU-IP PREVIEW

GEO-INFORMATION SERVICES FOR RISK MANAGEMENT ON A EUROPEAN LEVEL

PREVIEW – PREVIEW – PREVPREVention, ention, IInformation, and nformation, and EEarly arly WWarningarning

Page 5: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

EU-IP PREVIEW

Page 6: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

EU-IP PREVIEW

PREVIEW: PREVention, Information, and Early Warning

Large `Integrated Project´ (IP) of the European Union (EU) - 56 partner!

Institute for Meteorology and Climate Research (IMK) is involved in the FLOODING part

•Short-Range Forecasting (until 3 days)Partner: IWS, BfG, LfU, IÖR, InfoTerra, Geomer

•Medium-Range Forecasting (between 3 and 10 days)Partner: DWD, ECMWF, ARPA-SIM, JRC, BfG, VITUKI,

Delft-Hydraulics

Page 7: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Area of interest

Page 8: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Time period

Period with heavy precipitation: August 2002

Precipitation amout 6-12 Aug. 2002 in Bavaria, Germany

Rainfall amounts:

6th & 7th August 2002

•139 mm (Ruhpolding)

•133 mm (Aschau/Chiemgau)

10th August 2002

•78 mm (Baiern-Kleinrohrsdorf)

•62 mm (Kempten)

Source: Hochwassernachrichtendienst, Bayerisches Landesamt für Wasserwirtschaft

Page 9: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Orography

Max. height: 2.918 m

7000 m

3.235 m

2800 m

3.444 m

1000 m

Page 10: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Simulations

1000 m Stationen

7000 m 2800 m Radar

August 2002

1 5 10 15 20 25 30

7000 m2800 m1000 m

Rainfall rates

mm

Page 11: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Simulations

August 2002

1 5 10 15 20 25 30

7000 m2800 m1000 m

Rainfall rates

1000 m Stationen

7000 m 2800 m Radar

mm

Page 12: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Event 2002

Page 13: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Resolutions

Page 14: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Cross-section

result for 12th August 2002

Page 15: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Cross-section

result for 7th August 2002

Page 16: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Cross-section

result for 7th August 2002

Page 17: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Comparisons

Page 18: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Heidke Skill Score

observations

true false

simulations

true a b

false c d

EN

ECScoreSkillHeidke

a: hit

b: false alarm

c: failure

d: inverse hit

daC

dcbaN

dcba

cdbdcabaE

C: total hits

N: total events

E: correct by chance

Page 19: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Heidke Skill Score

Possible question:

How well does my model perform on 12th August 2002?

Results for 12th August 2002 (using a criterium of 10 mm/day):

HSS1000m = 0.21

HSS2800m = 0.03

HSS7000m = -0.01

A disadvantage is the arbitrarily chosen criterium of 10 mm/day.

Page 20: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Heidke Skill Score

result for 12th August 2002

Page 21: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Heidke Skill Score

result for 12th August 2002

1000 m resolution2800 m resolution7000 m resolution

Page 22: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Heidke Skill Score

result for 12th August 2002

Page 23: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

20.08.2005 07:00 – 21.08.2005 06:00

21.08.2005 07:00 – 22.08.2005 06:00

Event 2005

Page 24: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

0

2

4

6

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12

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18

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Aichstetten

20

0Nie

ders

ch

lag

[m

m]

Periode: 20. August 2005 0:00 bis 22. August 2005 23:00

Messungen meteorologisches Modell

0

2

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12

14

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20

Breitachklamm

0

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Wiblingen

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Kempten

Event 2005

Page 25: High resolution LMK-simulations (1 km) for extreme precipitation events in southern Germany J.W. Schipper Institute for Meteorology and Climate Research,

Bad Herrenalb, 07.03.2007

Summary

Finished 10-day period in 2002 Finished 3-day period in 2005 Started first comparisons with

measurement stations Comparisons with radar data needs

to be done