COSMO-LEPS verification

27
COSMO-LEPS verification Chiara Marsigli Francesco Boccanera Andrea Montani Tiziana Paccagnella

description

COSMO-LEPS verification. Chiara Marsigli Francesco Boccanera Andrea Montani Tiziana Paccagnella. super-ensemble (ECMWF 5RM) BSS outliers. number of RMs BSS outliers. new suite. COSMO observations. obs mask 1.5 x 1.5. adjacent boxes. - PowerPoint PPT Presentation

Transcript of COSMO-LEPS verification

Page 1: COSMO-LEPS verification

COSMO-LEPS verification

Chiara Marsigli Francesco

Boccanera Andrea Montani Tiziana

Paccagnella

Page 2: COSMO-LEPS verification

super-ensemble (ECMWF 5RM)

BSS outliers

Page 3: COSMO-LEPS verification

number of RMs BSS outliers

new suite

Page 4: COSMO-LEPS verification

COSMO observations

Page 5: COSMO-LEPS verification

obs mask 1.5 x 1.5

Page 6: COSMO-LEPS verification

adjacent boxes

Page 7: COSMO-LEPS verification

COSMO-LEPS vs 5RM-EPS vs 51M-EPS

ROC area average on 1.5 x 1.5 boxes

tp > 10mm/24h tp > 20mm/24h

COSMO-LEPS

5-MEMBER EPS

51-MEMBER EPS

Page 8: COSMO-LEPS verification

COSMO-LEPS vs 5RM-EPS vs 51M-EPS

ROC area maxima on 1.5 x 1.5 boxes

tp > 20mm/24h

tp > 30mm/24h

COSMO-LEPS

5-MEMBER EPS

51-MEMBER EPS

tp > 50mm/24h

Page 9: COSMO-LEPS verification

COSMO-LEPS vs ECMWF 5 RM

ROC average on 1.5 x 1.5 boxes tp > 20mm/24h

fc. range +66 fc. range +90

Page 10: COSMO-LEPS verification

COSMO-LEPS vs ECMWF 5 RM

COST-LOSS average on 1.5 x 1.5 boxes

envelope

fc. range +66

tp > 10mm/24h tp > 20mm/24henvelope

COSMO-LEPS

5-MEMBER EPS

COSMO-LEPS

5-MEMBER EPS

Page 11: COSMO-LEPS verification

COSMO-LEPS vs ECMWF 5 RM

COST-LOSS average on 1.5 x 1.5 boxes

COSMO-LEPS

5-MEMBER EPS

envelope

fc. range +90

tp > 20mm/24h

Page 12: COSMO-LEPS verification

COSMO-LEPS vs ECMWF 5 RM

detscores average on 1.5 x 1.5 boxes false alarm rate

yes no

yes a b

no c d

observed

forecast

ba

bFAR

Page 13: COSMO-LEPS verification

COSMO-LEPS vs ECMWF 5 RM

detscores average on 1.5 x 1.5 boxes bias score

yes no

yes a b

no c d

observed

forecast

ca

baBS

Page 14: COSMO-LEPS verification

COSMO-LEPS vs ECMWF 5 RM

detscores average on 1.5 x 1.5 boxes threat score

yes no

yes a b

no c d

observed

forecast

cba

aTS

Page 15: COSMO-LEPS verification

COSMO-LEPS vs ECMWF 5 RM OUTLIERS average on 1.5 x 1.5

boxes

Page 16: COSMO-LEPS verification

italian observations

Page 17: COSMO-LEPS verification

COSMO-LEPS - parallel suite

ROC average on 0.5 x 0.5 boxes tp > 20mm/24hfc. range +90

Tiedtke

Kain-Fritsch

both (10-m)

Page 18: COSMO-LEPS verification

COSMO-LEPS - parallel suite

ROC maxima on 0.5 x 0.5 boxes tp > 50mm/24hfc. range +90

Tiedtke

Kain-Fritsch

both (10-m)

Page 19: COSMO-LEPS verification

FINE

Page 20: COSMO-LEPS verification

obs mask 0.5 x 0.5

Page 21: COSMO-LEPS verification

ECMWF 5RM newsuiteBSS average on 1.5 x 1.5 boxes

fc. range +90

tp > 1mm/24h

tp > 10mm/24h

Page 22: COSMO-LEPS verification

ECMWF 5RM newsuiteBSS average on 1.5 x 1.5 boxes

fc. range +114

tp > 1mm/24h

tp > 10mm/24h

Page 23: COSMO-LEPS verification

ECMWF 5RM newsuiteBSS average on 1.5 x 1.5 boxes

fc. range +114

tp > 20mm/24h

Page 24: COSMO-LEPS verification

COSMO-LEPS - areas ROC average on boxes

tp > 1mm/24h

fc. range +90

tp > 10mm/24h

Page 25: COSMO-LEPS verification

COSMO-LEPS - areas ROC average on boxes

tp > 20mm/24h

fc. range +90

Page 26: COSMO-LEPS verification

deterministic scores

0FAR 1 HSSBS,TS, :forecast Perfect

d)(bb)(ad)(cc)(a

bc)2(adHSS

ca

baBS

ba

bFAR

cba

aTS

yes no

yes a b

no c d

observed

forecast

ca

aPOD

Page 27: COSMO-LEPS verification

COSMO-LEPS vs EPSrm - ndj0203 1.5 x 1.5 ave & max