modis polar winds in ecmwf’s data assimilation system:

18
MODIS Polar Winds in ECMWF’s Data Assimilation System: Long-term Performance and Recent Case Studies Lueder von Bremen, Niels Bormann and Jean-Noël Thépaut European Centre for Medium-Range Weather Forecasts (ECMWF) Reading, United Kingdom High Latitude NWP Workshop at IARC, Fairbanks, 8-10 October 2003

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MODIS Polar Winds in ECMWF’s Data Assimilation System: Long-term Performance and Recent Case Studies. Lueder von Bremen, Niels Bormann and Jean-Noël Thépaut. European Centre for Medium-Range Weather Forecasts (ECMWF) Reading, United Kingdom. - PowerPoint PPT Presentation

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Page 1: MODIS Polar Winds in ECMWF’s Data Assimilation System:

MODIS Polar Winds in ECMWF’sData Assimilation System:

Long-term Performance and Recent Case Studies

Lueder von Bremen, Niels Bormann and Jean-Noël Thépaut

European Centre for Medium-Range Weather Forecasts (ECMWF)Reading, United Kingdom

High Latitude NWP Workshop at IARC, Fairbanks, 8-10 October 2003

Page 2: MODIS Polar Winds in ECMWF’s Data Assimilation System:

History and use of MODIS Polar Winds at ECMWF

Long-term performance a) one satellite (Terra) b) two satellites (Terra and Aqua)

Case study

Conclusions and prospects

OUTLINE

Page 3: MODIS Polar Winds in ECMWF’s Data Assimilation System:

History of MODIS AMVs at ECMWF

trial 3DVAR experiments with MODIS Terra AMVs very successful (spring 2001)operational archiving of MODIS Terra AMVs since July 20024DVAR experiments with MODIS Terra AMVs i) 2 study periods (spring 2001 and summer 2002, 58 cases) ii) operational configuration (T159 60L analysis and T511 forecast) iii) usage like geostationary AMVs iv) modification of mean polar wind analyses v) reduction of key analysis errors in case study experiment vi) good impact on forecast over NH (especially over Europe and N. Atlantic)operational use of MODIS AMVs (Terra) since 14 Jan 2003operational archiving of MODIS Aqua AMVs since Feb 2003 monitoring since May 20034DVAR experiments with MODIS Aqua AMVs are described here (operational analysis and model configuration)

Page 4: MODIS Polar Winds in ECMWF’s Data Assimilation System:

Pre-Processing and usage of MODIS AMVs

Usage: Land: above 400 hPa Ocean/Ice: IR above 700hPa WV above 550hPa

FG check: asymmetric to remove negative OBS-FG bias (FG-Dep. is scaled with background error)

Thinning: 2 cycles with different box/volume sizes (96x96km then 140x140km)

wind speed

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V(

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047)

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751

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lat: 20 - 90

lon: -180 - 180

p : 400 - 700

wind speed

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658)

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7515

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lon: -180 - 180

p : 0 - 400

wind speed

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484)

510

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lat: -90 - -20

lon: -180 - 180

p : 0 - 400

MODIS TERRA winds WVMV 0001: 2003063006-2003063012 (N= 446737)WV clear 400hPa<h<550hPa

all

FG [m/s]

OB

S [

m/s

]

wind speed

0 20 40 60 80FG

0

20

40

60

80

SAT

OB

W

VM

V(

15

249)

510

3075150

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lon: -180 - 180

p : 400 - 700

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80

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OB

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376)

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3075150300

lat: 20 - 90

lon: -180 - 180

p : 0 - 400

wind speed

0 20 40 60 80FG

0

20

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60

80

SAT

OB

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VM

V(

3

464)

5

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75

5

lat: -90 - -20

lon: -180 - 180

p : 400 - 700

wind speed

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0

20

40

60

80

SAT

OB

W

VM

V(

1

030)

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lat: -90 - -20

lon: -180 - 180

p : 0 - 400

MODIS TERRA winds WVMV 0001_used: 2003062618-2003070900 (N= 46119)

used

FG [m/s]

OB

S [

m/s

]

OBS errors:

AMV

AIREP

PILOT,SONDE

0.0 1.0 2.0 3.0 4.0 5.0 6.0obs error [m/s]

1000.

100.

10.

pres

sure

[hP

a]

Page 5: MODIS Polar Winds in ECMWF’s Data Assimilation System:

500 hPa Z anomaly correlation (58 days)

Bormann and Thépaut,2003(spring 2001 and summer 2002)

LONG-TERM PERFORMANCE

Page 6: MODIS Polar Winds in ECMWF’s Data Assimilation System:

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0.24

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absolute values Difference Modis-Control

Sensitivity perturbations for streamfunction around 500 hPaPositive impact of MODIS (negative differences) occurs whereSensitivity patterns are large

Sensitivity results: 4 August 2002, 12 Z

Page 7: MODIS Polar Winds in ECMWF’s Data Assimilation System:

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4D

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FGFG 4D

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4D FG

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50°N

50°N

50°N

50°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

Modis Terra and Aqua data coverage at May 27, 2003 12Z

Light: 06ZDark: 12Z

Page 8: MODIS Polar Winds in ECMWF’s Data Assimilation System:

Experiments with MODIS (Terra and Aqua)

2 study periods Feb. and May 2003, 51 cases revision of MODIS impact in general and clean control to monitor both i) noMODIS (gives chance for clean OBS-FG statistic for Terra and Aqua) ii) Terra (operational usage (140km thinning)) iii) Terra+Aqua (140km thinning) iv) BOTH200km (Terra and Aqua with 200km thinning and QI usage)

stronger OBS-FG bias for Aqua over Antarctic than for Terra

all U MODIS (AQUA) WVCLSATOB-Uwind S.Pole-60efli_784 2003050812-2003051818(24)

0

0

36

24121

75497

13144

2164

252

0

0

+0

+0

+8

-2252

+21407

+3532

+744

+90

+0

+0

0 2 4 6 8 10 12 14 16 18 20

STD.DEV

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100

-10 -8 -6 -4 -2 0 2 4 6 8 10

BIAS

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150

100

background departure o-b(ref)background departure o-banalysis departure o-a(ref)analysis departure o-a

all V MODIS (AQUA) WVCLSATOB-Vwind S.Pole-60efli_784 2003050812-2003051818(24)

0

0

36

24121

75497

13144

2164

252

0

0

+0

+0

+8

-2252

+21407

+3532

+744

+90

+0

+0

0 2 4 6 8 10 12 14 16 18 20

STD.DEV

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BIAS

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150

100

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background departure o-banalysis departure o-a(ref)analysis departure o-a

all U MODIS (AQUA) WVCLSATOB-windspeedspeed S.Pole-60efli_784 2003050812-2003051818(24)

0

0

36

24121

75497

13144

2164

252

0

0

+0

+0

+8

-2252

+21407

+3532

+744

+90

+0

+0

0 2 4 6 8 10 12 14 16 18 20

STD.DEV

1000

850

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100

-10 -8 -6 -4 -2 0 2 4 6 8 10

BIAS OF SPEED

1000

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100

background departure o-b(ref)

background departure o-banalysis departure o-a(ref)analysis departure o-a

all U MODIS (AQUA) IRSATOB-Uwind S.Pole-60efli_784 2003050812-2003051818(24)

4

2082

14250

28904

30190

24441

8043

345

10

2

-31

-1336

-1282

-374

+3506

+7305

+2337

-28

-19

-6

0 2 4 6 8 10 12 14 16 18 20

STD.DEV

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-10 -8 -6 -4 -2 0 2 4 6 8 10

BIAS

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background departure o-b(ref)background departure o-banalysis departure o-a(ref)analysis departure o-a

all V MODIS (AQUA) IRSATOB-Vwind S.Pole-60efli_784 2003050812-2003051818(24)

4

2082

14250

28904

30190

24441

8043

345

10

2

-31

-1336

-1282

-374

+3506

+7305

+2337

-28

-19

-6

0 2 4 6 8 10 12 14 16 18 20

STD.DEV

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100

background departure o-b(ref)

background departure o-banalysis departure o-a(ref)analysis departure o-a

all U MODIS (AQUA) IRSATOB-windspeedspeed S.Pole-60efli_784 2003050812-2003051818(24)

4

2082

14250

28904

30190

24441

8043

345

10

2

-31

-1336

-1282

-374

+3506

+7305

+2337

-28

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-6

0 2 4 6 8 10 12 14 16 18 20

STD.DEV

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background departure o-banalysis departure o-a(ref)analysis departure o-a

WV cloud IR

Aqua

Terra

Page 9: MODIS Polar Winds in ECMWF’s Data Assimilation System:

  

20.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

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60°E

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140°E160°E

ECMWF Analysis VT:Friday 9 May 2003 12UTC 500hPa **u-velocity/v-velocity1.0m/s

60°N

60°N60

°N

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ECMWF Analysis VT:Friday 9 May 2003 12UTC 400hPa **u-velocity/v-velocity/ v-velocity

0

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ECMWF Analysis VT:Friday 9 May 2003 12UTC 400hPa **u-velocity/v-velocity/ v-velocity

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°N

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ECMWF Analysis VT:Friday 9 May 2003 12UTC 400hPa **u-velocity/v-velocity/ v-velocity

0

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ECMWF Analysis VT:Friday 9 May 2003 12UTC 400hPa **u-velocity/v-velocity/ v-velocity

0

0.2

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1

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1.4

1.6

1.8

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2.2

2.4

Mean Polar Wind Analysis/Difference to noMODIS at 400 hPa

20.0m/s

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60°S

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ECMWF Analysis VT:Friday 9 May 2003 12UTC 500hPa **u-velocity/v-velocity

noMODIS Terra Terra+Aqua1.0m/s

80°S

70°S

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60°S

60°S

60°S

180° 160°W 140°W

120°W

100°W

80°W

60°W

40°W20°W0°20°E40°E

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ECMWF Analysis VT:Friday 9 May 2003 12UTC 400hPa **u-velocity/v-velocity/ v-velocity

0

0.2

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1

1.2

1.4

1.6

1.8

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[m/s]

Page 10: MODIS Polar Winds in ECMWF’s Data Assimilation System:

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

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80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

ECMWF Analysis VT:Friday 9 May 2003 12UTC 500hPa **geopotential height/ geopotential height

0.2

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0.4

0.5

0.6

0.7

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

80°S

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60°S

60°S

60°S

60°S

180° 160°W 140°W

120°W

100°W

80°W

60°W

40°W20°W0°20°E40°E

60°E

80°E

100°E

120°E

140°E 160°E

ECMWF Analysis VT:Friday 9 May 2003 12UTC 500hPa **geopotential height/ geopotential height

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

ECMWF Analysis VT:Friday 9 May 2003 12UTC 400hPa **geopotential height/ geopotential height

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

80°S

70°S

60°S

60°S

60°S

60°S

180° 160°W 140°W

120°W

100°W

80°W

60°W

40°W20°W0°20°E40°E

60°E

80°E

100°E

120°E

140°E 160°E

ECMWF Analysis VT:Friday 9 May 2003 12UTC 400hPa **geopotential height/ geopotential height

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

ECMWF Analysis VT:Friday 9 May 2003 12UTC 400hPa **geopotential height/ geopotential height

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

80°S

70°S

60°S

60°S

60°S

60°S

180° 160°W 140°W

120°W

100°W

80°W

60°W

40°W20°W0°20°E40°E

60°E

80°E

100°E

120°E

140°E 160°E

ECMWF Analysis VT:Friday 9 May 2003 12UTC 400hPa **geopotential height/ geopotential height

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

RMS of Analysis Increments 400 hPa geopotential height noMODIS Terra Terra+Aqua

80°S

70°S

60°S

60°S

60°S

60°S

180° 160°W 140°W

120°W

100°W

80°W

60°W

40°W20°W0°20°E40°E

60°E

80°E

100°E

120°E

140°E 160°E

ECMWF Analysis VT:Friday 9 May 2003 12UTC 400hPa **geopotential height/ geopotential height

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

1.1

1.2

1.3

1.4

1.5

1.6

[gpdm]

Page 11: MODIS Polar Winds in ECMWF’s Data Assimilation System:

Used MODIS AMVs (above 400 hPa)

S.Hem.N.Hem.

TerraTerra+AquaBOTH200km

Total:Terra:

5.0 10.0 15.0 20.0assimilation day

0.

1000.

2000.

3000.

4000.

5000.

6000.

num

ber

5.0 10.0 15.0 20.0assimilation day

0.

1000.

2000.

3000.

4000.

5000.

6000.

num

ber

huge amount of Aqua over AntarcticaTerra and Aqua AMVs not competitive moderate increase with BOTH200km only

Page 12: MODIS Polar Winds in ECMWF’s Data Assimilation System:

0 1 2 3 4 5 6 7 8

Forecast Day

50

55

60

65

70

75

80

85

90

95

100% DATE1=20030201/... DATE2=20030201/... DATE3=20030201/... DATE4=20030201/...

AREA=N.HEM TIME=12 MEAN OVER 51 CASES

ANOMALY CORRELATION FORECAST

500 hPa GEOPOTENTIAL

FORECAST VERIFICATIONABCD

MAGICS 6.8 leda - stv Wed Oct 1 17:52:25 2003 Verify SCOCOM

0 1 2 3 4 5 6 7 8

Forecast Day

-505

101520253035404550556065707580859095

100M DATE1=20030201/... DATE2=20030201/... DATE3=20030201/... DATE4=20030201/...

AREA=N.HEM TIME=12 MEAN OVER 51 CASES

ROOT MEAN SQUARE ERROR FORECAST

500 hPa GEOPOTENTIAL

FORECAST VERIFICATIONABCD

MAGICS 6.8 leda - stv Wed Oct 1 17:52:25 2003 Verify SCOCOM

0 1 2 3 4 5 6 7 8

Forecast Day

50

55

60

65

70

75

80

85

90

95

100% DATE1=20030201/... DATE2=20030201/... DATE3=20030201/... DATE4=20030201/...

AREA=S.HEM TIME=12 MEAN OVER 51 CASES

ANOMALY CORRELATION FORECAST

500 hPa GEOPOTENTIAL

FORECAST VERIFICATIONABCD

MAGICS 6.8 leda - stv Wed Oct 1 17:52:25 2003 Verify SCOCOM

0 1 2 3 4 5 6 7 8

Forecast Day

-505

101520253035404550556065707580859095

100M DATE1=20030201/... DATE2=20030201/... DATE3=20030201/... DATE4=20030201/...

AREA=S.HEM TIME=12 MEAN OVER 51 CASES

ROOT MEAN SQUARE ERROR FORECAST

500 hPa GEOPOTENTIAL

FORECAST VERIFICATIONABCD

MAGICS 6.8 leda - stv Wed Oct 1 17:52:25 2003 Verify SCOCOM

N.Hem

S.Hem

0 1 2 3 4 5 6 7 8

Forecast Day

35404550556065707580859095

100% DATE1=20030201/... DATE2=20030201/... DATE3=20030201/... DATE4=20030201/...

AREA=EUROPE TIME=12 MEAN OVER 51 CASES

ANOMALY CORRELATION FORECAST

500 hPa GEOPOTENTIAL

FORECAST VERIFICATIONABCD

MAGICS 6.8 leda - stv Wed Oct 1 17:52:25 2003 Verify SCOCOM

0 1 2 3 4 5 6 7 8

Forecast Day

-505

101520253035404550556065707580859095

100105110115120125M

DATE1=20030201/... DATE2=20030201/... DATE3=20030201/... DATE4=20030201/...

AREA=EUROPE TIME=12 MEAN OVER 51 CASES

ROOT MEAN SQUARE ERROR FORECAST

500 hPa GEOPOTENTIAL

FORECAST VERIFICATIONABCD

MAGICS 6.8 leda - stv Wed Oct 1 17:52:25 2003 Verify SCOCOM

Europe

0 1 2 3 4 5 6 7 8

Forecast Day

50

55

60

65

70

75

80

85

90

95

100% DATE1=20030201/... DATE2=20030201/... DATE3=20030201/... DATE4=20030201/...

AREA=N.ATL TIME=12 MEAN OVER 51 CASES

ANOMALY CORRELATION FORECAST

500 hPa GEOPOTENTIAL

FORECAST VERIFICATIONABCD

MAGICS 6.8 leda - stv Wed Oct 1 17:52:25 2003 Verify SCOCOM

0 1 2 3 4 5 6 7 8

Forecast Day

-505

101520253035404550556065707580859095

100M DATE1=20030201/... DATE2=20030201/... DATE3=20030201/... DATE4=20030201/...

AREA=N.ATL TIME=12 MEAN OVER 51 CASES

ROOT MEAN SQUARE ERROR FORECAST

500 hPa GEOPOTENTIAL

FORECAST VERIFICATIONABCD

MAGICS 6.8 leda - stv Wed Oct 1 17:52:25 2003 Verify SCOCOM

N.Atlantic

(winter and spring 2003)

noModis Terra Terra+Aqua BOTH200km

Forecast scores: 500 hPa Z anomaly correlation (51 days)

Page 13: MODIS Polar Winds in ECMWF’s Data Assimilation System:

EUROPE LAT 35.000 TO 75.000 LON -12.500 TO 42.500

ANOMALY CORRELATION FORECAST

500hPa GEOPOTENTIAL

FORECAST VERIFICATION 12UTC

%

27JUNE

2003

28 29 30 1 2 3JULY

2003

10

20

30

40

50

60

70

80

90

100

time_0001edxq T+120

time_own_0001 T+120

time_0001edyx T+120

time_00010010 T+120

time_0001edy9 T+120

time_0001efep T+120

Operations noMODIS eSuite eSuite(noMODIS) Terra+Aqua half err.cov QI

Day5, 500Z, Europe 12UTC

Trials with cycles at 30 June 00 and 12 UTC using noMODIS background

CASE STUDY

Experiment: BIASED has MODIS from 30 June 2003 00UTC on

Page 14: MODIS Polar Winds in ECMWF’s Data Assimilation System:

525530

530

535

535

540

540

540

545

545

545

545550

550

550

550

550

550

555

555

555

555

555

555

555

560

560

560

560

560

560

560

560

560

560

565

565

565

565

565

565

565

570

570

570

570

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

ECMWF Analysis VT:Tuesday 1 July 2003 00UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

530

530

535

535

540

540

545

545

545

545

550

550

550

550

550

550

555

555

555

555

555

555

555

560

560

560

560

560

560

560

560

560

565

565

565

565

565

565

565 570

570

570

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

ECMWF Analysis VT:Tuesday 1 July 2003 12UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

530

535

535

540

540545

545

545

545

545

550

550

550

550

550

555

555

555

555

555

555

555

555

56056

0

560

560

560

560

560

560

560

565

565

565

565

565

565

565

570

570

570

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

ECMWF Analysis VT:Wednesday 2 July 2003 00UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

530 53

5

540

540

545

545

545

545

545

550

550

550

550

550

550

555

555

555

555

555

555

555

555

555

555

560

560

560

560

560

560

560

560

565

565

565

565

565

565

570

570

570

575

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

ECMWF Analysis VT:Wednesday 2 July 2003 12UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

530

535

540

540

540

545

545

545

545

545

550

550

550

550

550

550

555

555

555

555

555555

555

555

555

555

560

560

560

560

560

560

560

560

560

565

565

565

565

565

565

565

570

570

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

ECMWF Analysis VT:Thursday 3 July 2003 00UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

525530

530

535

535

540

540

540

545

545

545

550

550

550

550

550

550

555

555

555

555

555

555

555

560

560

560

560

560

560

560

560

560

560

565

565

565

565

565

565

565

565

565

570

570

570

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

Monday 30 June 2003 12UTC ECMWF Forecast t+12 VT: Tuesday 1 July 2003 00UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

525530

530

535

535

540 54

0

540

545

545

545

550

550

550

550

550

550

555

555

555

555

555

555

555

560

560

560

560

560

560

560

560

560

560

565

565

565

565

565

565

565

565

565

570

570

570

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

Monday 30 June 2003 12UTC ECMWF Forecast t+12 VT: Tuesday 1 July 2003 00UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

530

530

535

535

540

540

540

545

545

545

545

550

550

550

550

550

550

555

555

555

555

555

555

555

560

560

560

560

560

560

560

560

560

560

565

565

565

565

565

565

570

570

570

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

Monday 30 June 2003 12UTC ECMWF Forecast t+24 VT: Tuesday 1 July 2003 12UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

500Z Forecast 30 June 2003 12UTC vs Analysis

535

540

540

540

545

545

545

545

545550

550

550

550

550

555

555

555

555

555

555

555

555

560

560

560

560

560

560

560560

560

560

565

565

565

565

565

565

565

570

570

575

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

Monday 30 June 2003 12UTC ECMWF Forecast t+60 VT: Thursday 3 July 2003 00UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

535

540

540

545

545

545

545

545

550

550

550

550

550

555

555

555

555

555

555

555

555

560

560

560

560

560

560

560

560

560

560

565

565

565

565

565

565

565

570

575

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

Monday 30 June 2003 12UTC ECMWF Forecast t+60 VT: Thursday 3 July 2003 00UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

535

540

540

540

540

545

545

545

545

550

550

550

550

550

550

555

555

555

555

555

555

555

555 555

560

560

560

560

560

560

560

560

565

565

565

565

565

565

565

570

570

570

570

575

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

Monday 30 June 2003 12UTC ECMWF Forecast t+48 VT: Wednesday 2 July 2003 12UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

530

530

535

535

540

540

545

545

545

545

550

550

550

550

550

550

555

555

555

555

555

555

555

560

560

560

560

560

560

560

560

560

560

560

565

565

565

565

565

565

570

570

570

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

Monday 30 June 2003 12UTC ECMWF Forecast t+24 VT: Tuesday 1 July 2003 12UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

530

530

535

535

540

540

545

545

545

545

550

550

550

550

550

550

555

555

555

555

555

555

555

560

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560

560

560560

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560

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565

565

565

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565

565

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570

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

Monday 30 June 2003 12UTC ECMWF Forecast t+36 VT: Wednesday 2 July 2003 00UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

530

535

535

540

540

540

545

545

545

545

550

550

550

550

550

555

555

555

555

555

555

555

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560

560560

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565

565

565

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565

565

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570

570

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

Monday 30 June 2003 12UTC ECMWF Forecast t+36 VT: Wednesday 2 July 2003 00UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

540

540

540

545

545

545

545

545

550

550

550

550

550

550

555

555

555

555

555

555

555

560

560

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560

560

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565

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565

565

565

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565

570

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570

575

25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

Monday 30 June 2003 12UTC ECMWF Forecast t+48 VT: Wednesday 2 July 2003 12UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

Analyses

noMODIS

BIASED

+12h +36h +48h +60h+24h

535

540

540

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550

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555

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25.0m/s

60°N

60°N60

°N

60°N

70°N

80°N

180°160°W140°W

120°W

100°W

80°W

60°W

40°W 20°W 0° 20°E 40°E

60°E

80°E

100°E

120°E

140°E160°E

Monday 30 June 2003 12UTC ECMWF Forecast t+60 VT: Thursday 3 July 2003 00UTC 500hPa **geopotential height/ v-velocity

500505510515520525530535540

545550555560565570575580

585590595600

Page 15: MODIS Polar Winds in ECMWF’s Data Assimilation System:

OB

S-T

ime:

041

5Z 0

555Z

073

5Z 0

915Z

105

0Z 1

230Z

141

0Z 

520525

53

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550

550

550

555

525

525

530

530

53

5

535

540

545

550

550

550

555

FG

FG

4D

FG

FG

FG

FG

FG

FG

FGFG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

4D

FG

FG

FG

FG

FG

FG

FG

FGFG

FG

FG

FG

FGFG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

FG

120°E

140°E160°E

Monday 30 June 2003 00UTC ECMWF Forecast t+3 VT: Monday 30 June 2003 03UTC 500hPa **geopotential heightMonday 30 June 2003 00UTC ECMWF Forecast t+6 VT: Monday 30 June 2003 06UTC 500hPa **geopotential height/ geopotential height

Monday 30 June 2003 00UTC ECMWF Forecast t+9 VT: Monday 30 June 2003 09UTC 500hPa **geopotential heightMonday 30 June 2003 00UTC ECMWF Forecast t+12 VT: Monday 30 June 2003 12UTC 500hPa **geopotential height

Study Area 1 – Analysis at 30 June 2003, 12UTC

used AMVs 450-650hPa in Exp. BIASED

70°N

80°N

120°E

140°E160°E

-8 - -6 -6 - -4 -4 - -2 -2 - 0 0 - 2 2 - 4 4 - 6 6 - 8

70°N

80°N

120°E

140°E160°E

-8 - -6 -6 - -4 -4 - -2 -2 - 0 0 - 2 2 - 4 4 - 6 6 - 8OBS-FG Departure: [m/s]

blacklisted AMVs are colouredExp.BIASBLACK

Page 16: MODIS Polar Winds in ECMWF’s Data Assimilation System:

-0.3

5

-0.35

-0.3

-0.2

5

-0.2

-0.2

-0.15

-0.15

-0.1

5

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.0

5

-0.05

-0.05

-0.05

-0.05

-0.0

5

-0.05

0

0

00

0

0

0

0

0

0

0

0

0

00

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.1

0.1

0.1

0.1

0.1

0.1

0.1

0.1

0.15

0.15

0.15

0.2

0.25

25.0m/s

70°N

80°N

120°E

140°E160°E

Monday 30 June 2003 00UTC ECMWF Forecast t+12 VT: Monday 30 June 2003 12UTC 500hPa **vertical velocity/ v-velocity

-0.5

-0.45

-0.4

-0.35

-0.3

-0.25

-0.2

-0.15

-0.1

-0.05

0

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.4

0.45

0.5

-0.5

-0.4

5-0

.4-0.3

5-0.3-0.2

5

-0.25

-0.2

-0.2

-0.2

-0.15

-0.15

-0.15

-0.1

5

-0.15

-0.15

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.0

5

-0.0

5

-0.0

5

-0.0

5

-0.05

-0.05

-0.05

-0.05

-0.0

5

0

0

0

0

00

0

0

0

0

0

0

0

0

0

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.1

0.1

0.1

0.1

0.1

0.1

0.1

0.1

0.1

0.15

0.15

0.2

25.0m/s

70°N

80°N

120°E

140°E160°E

ECMWF Analysis VT:Monday 30 June 2003 12UTC 500hPa **vertical velocity/ v-velocity

-0.5

-0.45

-0.4

-0.35

-0.3

-0.25

-0.2

-0.15

-0.1

-0.05

0

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.4

0.45

0.5

-0.5

-0.4

5-0

.4-0.3

5-0.3-0.2

5

-0.25

-0.2

-0.2

-0.2

-0.15

-0.15

-0.15

-0.1

5

-0.15

-0.15

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.0

5

-0.0

5

-0.0

5

-0.0

5

-0.05

-0.05

-0.05

-0.05

-0.0

5

0

0

0

0

00

0

0

0

0

0

0

0

0

0

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.1

0.1

0.1

0.1

0.1

0.1

0.1

0.1

0.1

0.15

0.15

0.2

25.0m/s

70°N

80°N

120°E

140°E160°E

ECMWF Analysis VT:Monday 30 June 2003 12UTC 500hPa **vertical velocity/ v-velocity

-0.5

-0.45

-0.4

-0.35

-0.3

-0.25

-0.2

-0.15

-0.1

-0.05

0

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.4

0.45

0.5

-0.5

-0.4

5-0

.4

-0.4-0

.35

-0.3

5-0.3

-0.3

-0.2

5

-0.2

5

-0.2

-0.2

-0.2

-0.15

-0.1

5

-0.15

-0.1

5

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.1

-0.0

5

-0.0

5

-0.05-0.05

-0.05

-0.0

5

-0.05

0

0

0

0

00

0

0

0

0

0

0

0

0

0

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.05

0.1

0.1

0.1

0.1

0.1

0.1

0.1

0.1

0.1

0.15

0.2

25.0m/s

70°N

80°N

120°E

140°E160°E

ECMWF Analysis VT:Monday 30 June 2003 12UTC 500hPa **vertical velocity/ v-velocity

-0.5

-0.45

-0.4

-0.35

-0.3

-0.25

-0.2

-0.15

-0.1

-0.05

0

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.4

0.45

0.5

-0.2

-0.1

0

0

0

0

0

0

0

0

0

0

0

0.1

0.5m/s

70°N

80°N

120°E

140°E160°E

ECMWF Analysis VT:Monday 30 June 2003 12UTC 500hPa **geopotential height/ v-velocity

-1-0.9-0.8-0.7-0.6-0.5-0.4-0.3-0.2

-0.100.10.20.30.40.50.6

0.70.80.91

Analysis at 30 June 2003, 12UTC

background

BIASBLACK BIASED

[Pa/s]

0

0.5m/s

120°E

140°E160°E

ECMWF Analysis VT:Monday 30 June 2003 12UTC 500hPa **geopotential height/ v-velocity

-1-0.9-0.8-0.7-0.6-0.5-0.4-0.3-0.2

-0.100.10.20.30.40.50.6

0.70.80.91

[gpdm]

vertical velocity at 500 hPa

BIASBLACK-BIASED

500Z difference

Page 17: MODIS Polar Winds in ECMWF’s Data Assimilation System:

-1.5

-1

-1

-0.5

-0.5

-0.5

-0.5-0.5

-0.5

-0.5

0

0

0

0

0

0

0

0

0

0.5

0.5

0.5

0.5

0.5

0.5

0.5

0.5

0.5

0.5

1

1

1

1

1

1

1

1

1.5

1.5

1.5

1.5

1.5

1.5

2

2

2

2

2.53 3.5

4

8.0m/s

80°N

180°170°W160°W150°W140°W

130°W

120°W

110°W

100°W

90°W

80°W

70°W

60°W

50°W

40°W 30°W 20°W 10°W 0° 10°E 20°E 30°E 40°E

50°E

60°E

70°E

80°E

90°E

100°E

110°E

120°E

130°E

140°E150°E160°E170°E

Monday 30 June 2003 12UTC ECMWF Forecast t+24 VT: Tuesday 1 July 2003 12UTC 400hPa **geopotential height/ v-velocity

-3-2.5-2-1.5-1-0.500.51

1.522.533.544.55

5.566.57

-1.5

-1

-1

-0.5

-0.5

-0.5

-0.5-0.5

-0.5

-0.5

0

0

0

0

0

0

0

0

0

0.5

0.5

0.50.

5

0.50.

5

0.5

0.5

0.5

0.5

1

1

1

1

1

1

1

1

1.5

1.5

1.5

1.5

1.5

2

2

2

2

2.5

2.53 3.5

4

8.0m/s

80°N

180°170°W160°W150°W140°W

130°W

120°W

110°W

100°W

90°W

80°W

70°W

60°W

50°W

40°W 30°W 20°W 10°W 0° 10°E 20°E 30°E 40°E

50°E

60°E

70°E

80°E

90°E

100°E

110°E

120°E

130°E

140°E150°E160°E170°E

Monday 30 June 2003 12UTC ECMWF Forecast t+24 VT: Tuesday 1 July 2003 12UTC 400hPa **geopotential height/ v-velocity

-3-2.5-2-1.5-1-0.500.51

1.522.533.544.55

5.566.57

BIASBLACK

24h forecast error (400Z) at 30 June 2003, 12UTC

BIASED

-1

-1

-0.5

-0.5

-0.5

-0.5-0.5

-0.5

0

0

0

0

0

0

0

0

0

0.5

0.5

0.5

0.5

0.5

0.5

0.5

0.5

0.5

1

1

1

1

1

1

1

1.5

1.5

1.5

1.5

1.5

1.5

2

2

22

2.5

2.5

3

3

3.54

8.0m/s

80°N

180°170°W160°W150°W140°W

130°W

120°W

110°W

100°W

90°W

80°W

70°W

60°W

50°W

40°W 30°W 20°W 10°W 0° 10°E 20°E 30°E 40°E

50°E

60°E

70°E

80°E

90°E

100°E

110°E

120°E

130°E

140°E150°E160°E170°E

Monday 30 June 2003 12UTC ECMWF Forecast t+24 VT: Tuesday 1 July 2003 12UTC 400hPa **geopotential height/ v-velocity

-3-2.5-2-1.5-1-0.500.51

1.522.533.544.55

5.566.57

Operations

-3-2

.5

-2

-2

-1.5

-1.5

-1

-1

-1

-0.5

-0.5

-0.5

-0.5

-0.5

0

0

0

0

0

0

0

0

0.5

0.5

0.5

0.5

0.5

0.5

0.5

0.5

0.5

0.5

1

1

1

1

1

1.5

1.5

1.5

1.5

2

8.0m/s

80°N

180°170°W160°W150°W140°W

130°W

120°W

110°W

100°W

90°W

80°W

70°W

60°W

50°W

40°W 30°W 20°W 10°W 0° 10°E 20°E 30°E 40°E

50°E

60°E

70°E

80°E

90°E

100°E

110°E

120°E

130°E

140°E150°E160°E170°E

Monday 30 June 2003 12UTC ECMWF Forecast t+24 VT: Tuesday 1 July 2003 12UTC 400hPa **geopotential height/ v-velocity

-3-2.5-2-1.5-1-0.500.51

1.522.533.544.55

5.566.57

noMODIS

-1

-1

-0.5

-0.5

-0.5

-0.5-0.5

-0.5

0

0

0

0

0

0

0

0

0

0.5

0.5

0.5

0.5

0.5

0.5

0.5

0.5

0.5

1

1

1

1

1

1

1

1.5

1.5

1.5

1.5

1.5

1.5

2

2

22

2.5

2.5

3

3

3.54

8.0m/s

80°N

180°170°W160°W150°W140°W

130°W

120°W

110°W

100°W

90°W

80°W

70°W

60°W

50°W

40°W 30°W 20°W 10°W 0° 10°E 20°E 30°E 40°E

50°E

60°E

70°E

80°E

90°E

100°E

110°E

120°E

130°E

140°E150°E160°E170°E

Monday 30 June 2003 12UTC ECMWF Forecast t+24 VT: Tuesday 1 July 2003 12UTC 400hPa **geopotential height/ v-velocity

-3-2.5-2-1.5-1-0.500.51

1.522.533.544.55

5.566.57

[gpdm]

Page 18: MODIS Polar Winds in ECMWF’s Data Assimilation System:

CONCLUSIONS - PROSPECTS

MODIS Polar windshave impact on ECMWFs polar wind analysis (stronger over Antarctic)introduce analysis increments over very bad observed areasare consistent with the other sparse wind observationsimprove forecast over Europeimpact is decreased since much more other satellite data is in the system

2 satellite systemsincrease the spatial coveragemay lead to overfitting (SH) (thinning is an appropriate way to handle this)give potential also for better temporal coverage, ECMWF is encouraging the combination of Terra and Aqua very much (tracking of fast moving systems might be improved substantially (special benefit to 4DVAR))

… challenging isdifference between Terra and Aqua (bias, number of AMVs)usage of ECMWF forecast data for the height assignmentusage of clear sky WV radiances from MODIS