EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER...

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EVALUATION OF THE NOAA EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION NOAA OCEAN PREDICTION CENTER CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA / OPC

Transcript of EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER...

Page 1: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

EVALUATION OF THE NOAA EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST REAL TIME OCEAN FORECAST

SYSTEM_ATLANTIC AT THE SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION NOAA OCEAN PREDICTION

CENTERCENTER

R.M. Daniels, IMSG @ NOAA / OPCJ.M. Sienkiewicz, NOAA / OPC

Page 2: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

OUTLINEOUTLINE•Ocean Prediction CenterOcean Prediction Center

•RT_OFS_ATL vs. Satellite (GOES) SSTRT_OFS_ATL vs. Satellite (GOES) SST – West Atlantic: Jan 2006 – Apr 2007, weeklyWest Atlantic: Jan 2006 – Apr 2007, weekly– Gulf of Mexico: Oct 2006 – Apr 2007, biweeklyGulf of Mexico: Oct 2006 – Apr 2007, biweekly

•Water LevelsWater Levels– Feb – Apr 2007, weeklyFeb – Apr 2007, weekly

•Comparison w/ BuoysComparison w/ Buoys– West Atlantic: Oct 2006 – Apr 2007, dailyWest Atlantic: Oct 2006 – Apr 2007, daily– Gulf of Mexico: Jan 2007 – Apr 2007, dailyGulf of Mexico: Jan 2007 – Apr 2007, daily

• New Parallel ModelNew Parallel Model–Preliminary Analysis: Last weekPreliminary Analysis: Last week

•Future PlansFuture Plans

Page 3: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

April NoreasterApril Noreaster

Page 4: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

RT_OFS_ATL vs. GOES SSTRT_OFS_ATL vs. GOES SSTin the West Atlanticin the West Atlantic

GOES SST 03/02/2007RT_OFS_ATL SST 03/02/2007

44004

41009

Page 5: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

`̀RT_OFS_ATL vs. GOES SSTRT_OFS_ATL vs. GOES SST

in the West Atlanticin the West Atlantic

Nowcast

44004

41009

RT_OFS_ATL – GOES SST 03/02/2007

Degre

es

C

Page 6: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

RT_OFS_ATL vs. GOES SSTRT_OFS_ATL vs. GOES SSTin the West Atlanticin the West Atlantic

RT_OFS_ATL – GOES SST 03/02/200724 Hour Forecast

Degre

es

C

44004

41009

Page 7: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

RT_OFS_ATL – GOES SST 03/02/2007

48 Hour Forecast 72 Hour Forecast

Degre

es

C

Degre

es

C

96 Hour ForecastD

egre

es

C

120 Hour Forecast

Degre

es

C

120 Hour Forecast

Page 8: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

GOES SST March 15, 2007 RT_OFS_ATL SST March 15, 2007

RT_OFS_ATL vs. GOES SSTRT_OFS_ATL vs. GOES SSTin the Gulf of Mexicoin the Gulf of Mexico

Page 9: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

NAVOCEANO GULF FEATURES ANALYSIS March 14, 2007

Gulf of MexicoGulf of Mexico

RT_OFS_ATL CURRENTS March 15, 2007

Page 10: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Gulf of MexicoGulf of Mexico

GOES SST March 15, 2007RT_OFS_ATL SST March 15, 2007

42003

Page 11: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Gulf of MexicoGulf of MexicoRT_OFS_ATL - GOES SST March 15, 2007

Page 12: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

RT_OFS_ATL - GOES SST December 20, 2006

RT_OFS_ATL - GOES SST December 27, 2006

Page 13: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

RT_OFS_ATL - GOES SST January 2, 2007

RT_OFS_ATL - GOES SST January 3, 2007

Page 14: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

WATER LEVELS: NOS STATIONS WATER LEVELS: NOS STATIONS and RT_OFS_ATLand RT_OFS_ATL

Lewes, DE Boston

Page 15: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

WATER LEVELS: NOS STATIONS WATER LEVELS: NOS STATIONS and RT_OFS_ATLand RT_OFS_ATL

Nantucket Cape May, NJ

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Atlantic Buoys

41001 East Hatteras41002 South Hatteras44004 Hotel44005 Gulf of Maine44008 Nantucket41008 Grays Reef41009 Canaveral41010 Canaveral East

NOAA OFFSHORE BUOYSNOAA OFFSHORE BUOYS

41001

4100241008

4100941010

44004

44005

44008

Page 17: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Gulf of Mexico Buoys

42001 Mid Gulf42002 Western Gulf42003 East Gulf42019 Freeport42020 Corpus Christi42035 Galveston42039 Pensacola42040 Mobile South

NOAA OFFSHORE BUOYSNOAA OFFSHORE BUOYS

420034200142002

4203942019

42020

42035 42040

Page 18: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Buoy 41009 RMS of Model - Buoy SST for January 2007

0.00

0.50

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2.00

2.50

3.00

0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Atlantic Hourly RMS of RT_OFS_ATL and Buoy SST

forJanuary 2007

Buoy 41001 RMS of Model - Buoy SST for January 2007

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Buoy 41002 RMS of Model - Buoy SST for January 2007

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Buoy 44004 RMS of Model - Buoy SST for January 2007

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Buoy 44005 RMS of Model - Buoy SST for January 2007

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Buoy 44008 RMS of Model - Buoy SST for January 2007

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Buoy 41008 RMS of Model - Buoy SST for January 2007

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Buoy 41010 RMS of Model - Buoy SST for January 2007

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

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Buoy 42001 RMS of Model - Buoy SST for January 2007

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Buoy 42002 RMS of Model - Buoy SST for January 2007

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Buoy 42003 RMS of Model - Buoy SST for January 2007

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Buoy 42019 RMS of Model - Buoy SST for January 2007

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1.00

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Buoy 42020 RMS of Model - Buoy SST for January 2007

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2.00

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Buoy 42035 RMS of Model - Buoy SST for January 2007

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Buoy 42039 RMS of Model - Buoy SST for January 2007

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Buoy 42040 RMS of Model - Buoy SST for January 2007

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Gulf of Mexico Hourly RMS of RT_OFS_ATL and Buoy SST

forJanuary 2007

Page 20: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Average RMS for Atlantic and Gulf of Average RMS for Atlantic and Gulf of Mexico Buoys in January 2007Mexico Buoys in January 2007

Atlantic Buoys RMS of Model - Buoy SST for January 2007

y = 0.0188x + 2.0832

R2 = 0.6743

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0.50

1.00

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2.50

0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Gulf of Mexico Buoys RMS of Model - Buoy SST for January 2007

y = 0.0431x + 0.8469

R2 = 0.8923

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0.20

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1.20

0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Small PositiveSlopes

Deg

rees

CD

eg

rees

C+0.02° C / Day

+0.04° C / Day

Page 21: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Atlantic Buoys RMS of Model - Buoy SST for February 2007

y = 0.0563x + 1.9215

R2 = 0.9812

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Gulf of Mexico Buoys RMS of Model - Buoy SST for February 2007

y = 0.0547x + 0.8501

R2 = 0.9703

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Average RMS for Atlantic and Gulf of Average RMS for Atlantic and Gulf of Mexico Buoys in February 2007Mexico Buoys in February 2007

Small PositiveSlopes

Deg

rees

CD

eg

rees

C+0.06° C / Day

+0.06° C / Day

Page 22: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Atlantic Buoys RMS of Model - Buoy SST for March 2007

y = 0.0397x + 1.907

R2 = 0.1182

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0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Gulf Buoys RMS of Model - Buoy SST for March 2007

y = 0.1767x + 0.7599

R2 = 0.3419

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2.00

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3.00

0 Hour 24 Hours 48 Hours 72 Hours 96 Hours 119 Hours

Average RMS for all Atlanic and Gulf of Average RMS for all Atlanic and Gulf of Mexico Buoys in March 2007Mexico Buoys in March 2007

Deg

rees

CD

eg

rees

C

Small PositiveSlopes

+0.04° C / Day

+0.18° C / Day

Page 23: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Average of Daily Difference (Bias) between

RT_OFS - Buoy SST

-4.00

-2.00

0.00

2.00

4.00

6.00

8.00

NDBC Buoy

Deg

rees

C

Page 24: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Average of Daily Standard Deviation of

RT_OFS - Buoy SST

0.000.200.400.600.801.001.20

NDBC Buoy

Deg

rees

C

Page 25: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Average of Daily Difference (Bias) between

RT_OFS_ATL - Buoy SST

-0.80

-0.60

-0.40

-0.20

0.00

0.20

0.40

All Buoys Atlantic Buoys Atlantic Buoysw/out 44004

Gulf of MexicoBuoys

Deg

rees

C

Page 26: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Average Daily Standard Deviation of

RT_OFS_ATL - Buoy SST

0.00

0.10

0.20

0.30

0.40

0.50

0.60

All Buoys Atlantic Buoys Gulf of MexicoBuoys

Page 27: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

°

Parallel RT_OFS April 22, 2007 Goes SST April 22, 2007

New Parallel RT_OFS_ATLNew Parallel RT_OFS_ATLin the West Atlanticin the West Atlantic

Page 28: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Parallel RT_OFS – Goes SST April 22, 2007 Parallel RT_OFS – Goes SST April 21, 2007

New Parallel RT_OFS_ATLNew Parallel RT_OFS_ATLin the West Atlanticin the West Atlantic

Page 29: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

New Parallel RT_OFS_ATLNew Parallel RT_OFS_ATLin the Gulf of Mexicoin the Gulf of Mexico

Parallel RT_OFS April 22, 2007 Goes SST April 22, 2007

Page 30: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

New Parallel RT_OFS_ATLNew Parallel RT_OFS_ATLin the Gulf of Mexicoin the Gulf of Mexico

Parallel RT_OFS – Goes SST April 22, 2007Parallel RT_OFS – Goes SST April 20, 2007

Page 31: EVALUATION OF THE NOAA REAL TIME OCEAN FORECAST SYSTEM_ATLANTIC AT THE NOAA OCEAN PREDICTION CENTER R.M. Daniels, IMSG @ NOAA / OPC J.M. Sienkiewicz, NOAA.

Conclusions and Future Conclusions and Future PlansPlans

• Assimilation Problems in Western Atlantic (Gulf Assimilation Problems in Western Atlantic (Gulf Stream Overshoot and Florida Current) and in Gulf of Stream Overshoot and Florida Current) and in Gulf of Mexico (Loop Current)Mexico (Loop Current)

• RT_OFS_ATL shows only small decrease in Forecast RT_OFS_ATL shows only small decrease in Forecast Capability out to Five DaysCapability out to Five Days

• Compare RT_OFS_ATL with other SST products Compare RT_OFS_ATL with other SST products including the NOAA NCDC Optimum Interpolation 1/4 including the NOAA NCDC Optimum Interpolation 1/4 Degree Daily SST Analysis (Reynolds & Smith)Degree Daily SST Analysis (Reynolds & Smith)

• Continue Reviewing New Parallel Run of RT_OFS_ATLContinue Reviewing New Parallel Run of RT_OFS_ATL

• Continue and expand analysis of Water LevelsContinue and expand analysis of Water Levels