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QPF verification of LAMI F. Grazzini, M. S. Tesini, P. Mezzasalma Forecasting Section ARPA-ServizioIdroMeteorologico Emilia-Romagna [email protected]

QPF verification of LAMI

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QPF verification of LAMI. F. Grazzini, M. S. Tesini, P. Mezzasalma. Forecasting Section ARPA-ServizioIdroMeteorologico Emilia-Romagna [email protected]. Outline. Box verification (Tesini) Weather dependent verification (Mezzasalma). Box verification (0.4°x0.4°) over N-Italy. - PowerPoint PPT Presentation

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Page 1: QPF verification of LAMI

QPF verification of LAMI

F. Grazzini, M. S. Tesini, P. Mezzasalma

Forecasting Section ARPA-ServizioIdroMeteorologicoEmilia-Romagnafgrazzini@arpa.emr.it

Page 2: QPF verification of LAMI

Outline

Box verification (Tesini)

Weather dependent verification (Mezzasalma)

Page 3: QPF verification of LAMI

Only grid-points surrounded by obs are considered

Box verification (0.4°x0.4°) over N-Italy

Page 4: QPF verification of LAMI

LamiN OPE (35 lev, Nudging) vs LamiP (OPE+prognostic precipitation)

Page 5: QPF verification of LAMI

Soglia 1

Soglia 10

Soglia 5

Soglia 20

MED

Nobs ~ 700 Nobs ~ 80

Nobs ~ 200 Nobs ~ 25

Page 6: QPF verification of LAMI

Soglia 1

Soglia 10

Soglia 5

Soglia 20

MED

Nobs ~ 900 Nobs ~ 120

Nobs ~ 300Nobs ~ 25

Page 7: QPF verification of LAMI

Soglia 1

Soglia 10

Soglia 5

MED

Nobs ~ 120 Nobs ~ 12

Nobs ~ 40

Page 8: QPF verification of LAMI

Weather dependent verification over Emilia-Romagna warning areas

Since Autumn 2003

Average of precipitation over homogeneous areas

Direct feedbacks on the operational interpretation of model output

Page 9: QPF verification of LAMI
Page 10: QPF verification of LAMI

1

8

7

6

5

4

3 2M. Cimone^

2173 m

Adriaticsea

River Po

Emilia Romagna’s warning areas

Each area contains ~30 LAMI grid points~3000 Km2

Page 11: QPF verification of LAMI

Observations vs forecasts (autumn trough spring)

0

10

20

30

40

50

60

70

80

90

100

0 10 20 30 40 50 60 70 80 90 100

Observations (mm)

For

ecas

ts (

mm

)Area average precipitation over warning areas, mm/24h, 2003-2005

Page 12: QPF verification of LAMI

Observations vs forecasts: mountains

0

10

20

30

40

50

60

70

80

90

100

0 10 20 30 40 50 60 70 80 90 100

Observations (mm)

For

ecas

ts (

mm

)Area average precipitation over warning areas, mm/24h, 2003-2005

Page 13: QPF verification of LAMI

Observations vs forecasts: valley

0

10

20

30

40

50

60

70

80

90

100

0 10 20 30 40 50 60 70 80 90 100

Observations (mm)

For

ecas

ts (

mm

)Area average precipitation over warning areas, mm/24h, 2003-2005

Page 14: QPF verification of LAMI
Page 15: QPF verification of LAMI

strong events with area average precipitation over a warning area > 20 mm/24h

Page 16: QPF verification of LAMI

Bias distribution (mm) per wind direction

-30

-20

-10

0

10

20

30

40

50

0

45

90

135

180

225

270

315

1

10

12

0

1

17

8

0

Page 17: QPF verification of LAMI

Bias distribution (mm) per wind directionMean wind speed > 10 m/s

-30

-20

-10

0

10

20

30

40

50

0

45

90

135

180

225

270

315

0

8 (3 low elev. snowfalls)

4

0

0

13

5

0

Page 18: QPF verification of LAMI

Precipitation bias with SW wind at 700 hPa > 10 m/s

-62%-62%

-20%-20%

Page 19: QPF verification of LAMI

17%17%

33%33%

N.B. Only one year of data

Precipitation bias with NE wind at 700 hPa > 10 m/s