The Portuguese Forecasting System Instituto Superior...

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The Portuguese Forecasting System Instituto Superior Técnico Lisbon - Portugal Guillaume Riflet, POL workshop, 22nd – 24th October, Mallorca 

Transcript of The Portuguese Forecasting System Instituto Superior...

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The Portuguese Forecasting System

Instituto Superior Técnico Lisbon ­ Portugal

Guillaume Riflet, POL workshop, 22nd – 24th October, Mallorca 

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Contents

• The portuguese in the ECOOP framework• Observation system• Regional forecasting systems• Local models

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Who we are

MARETEC – Instituto Superior Técnico, Lisbon

Research unit specialized in the numerical modeling of marine systems

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Who we are

Development of a forecasting tool of the marine environment

•Universidade Técnica de Lisboa

•Universidade de Coimbra

•Universidade do Algarve

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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• Bathing and recreation

• Navigation

• Fisheries

• Aquaculture

• Human occupation

• Industry and agriculture

• Energy

• The natural ecosystem

Who are the end­users?

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Waste waters

Pollutant dispersion/Oil spills

Navigation (debris, containers, people)

SIMRIA

Ag. Galicia

Ag.Oeste

SIMTEJO

ICREW

SANEST Ag.Sto.André

Ag.Algarve

Monitoring (eutrophication, HAB’s)

Overview

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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SIMRIA

Ag. Galicia

Ag.Oeste

SIMTEJO

ICREW

SANEST Ag.Sto.André

Ag.Algarve

Objectives

Build coastal management products for end­users

National authorities, institutes, public and private companies, researchers

Regional and mostly local applications 

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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SIMRIA

Ag. Galicia

Ag.Oeste

SIMTEJO

ICREW

SANEST Ag.Sto.André

Ag.Algarve

Observation – field data

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Observation – stations, buoys

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

Instituto Hidrográfico buoys which are setup in harbours (Lisbon, Sines, Leixões, Oporto) that 

provide waves direction and intensity;Meteorological stations (Guia de Cascais, Nazaré);•Buoys which measure freshwater inputs (Tagus, Mondego, Guadiana, INAG data);

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Observation – remote­sensing data

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

•MODIS

•SeaWifs

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Regional scale models

Local models need regional models• ocean and atmospheric circulation

• waves

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Regional scale models

Wave model WW3, 3 day forecast. objective: couple to swan into local models ­ harbours.

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Regional scale models

Hydrodynamical operational modeling of portuguese coast.

• PSY2V2 solution• resolution: 1/15º ~ 5­7 km• 43 z­coordinate layers• SLA, SST and in­situ data assimilation• Presents mediterranean outflow, 

meddy permitting (Drillet 2005)• ECMWF atmospheric forcing• 14 days forecast• NO TIDE

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Regional scale models

Hydrodynamical operational modeling of portuguese coast.

•3 Domains: 81, 27 and 9 km•25 vertical levels

•GFS forcings•Winds

•Latent heat•Sensible heat

•Precipitation•Cloud cover

•7 days forecasts­

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Regional scale models

Hydrodynamical operational modeling of portuguese coast.

•3 Domains: 81, 27 and 9 km•25 vertical levels

•GFS forcings•Winds

•Latent heat•Sensible heat

•Precipitation•Cloud cover

•7 days forecasts­

•One 2D domain (for recreating tide)

•Two 3D Domains: 0.06º and 0.02º

•42 layers•ETOPO2’ baseline 

data interpolation•2D and 3D [­12.6º, ­5.5º]Ex[34.4º 45º]N

•[­11.2º, ­8.8º]Ex[37.5º 40.3º]N

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Regional scale models

Hydrodynamical operational modeling of portuguese coast.

•3 Domains: 81, 27 and 9 km•25 vertical levels

•GFS forcings•Winds

•Latent heat•Sensible heat

•Precipitation•Cloud cover

•7 days forecasts­

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Regional scale models

Hydrodynamical operational modeling of portuguese coast.

•3 Domains: 81, 27 and 9 km•25 vertical levels

•GFS forcings•Winds

•Latent heat•Sensible heat

•Precipitation•Cloud cover

•7 days forecasts­

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Remote sensing comparison

MOHID MODIS

9 June 2007

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Remote sensing comparison

MODIS

10 June 2007

MOHIDECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Remote sensing comparison

MODIS

11 June 2007

MOHIDECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Remote sensing comparison

MODIS

12 June 2007

MOHIDECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Buoys comparison

Surface velocity modulus

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

Buoy data kindly provided by Puertos del Estado

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Buoys comparison

00.5

11.5

22.5

33.5

44.5

09­02­200712:00

11­02­200712:00

13­02­200712:00

15­02­200712:00

17­02­200712:00

19­02­200712:00

21­02­200712:00

23­02­200712:00

25­02­200712:00

Time

Wat

er le

vel (

m)

Sines tide gauge Operational model

Water level from from a tidal station in pink located at 37º57’ ºN and 8º55’ ºW in Sines and illustrated in the the bathymetries figure. Water level from the pre­operational model in forecast mode for the same location. The correlation is 0.99 + 5e­3 and the RMSE is 0.19 + 5e­3 m.

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Horizontal distribution of velocity ensemble average at 2 m depth for the top panel and 645 m depth for the bottom panel. Two main branches of the MW spreading pathways are well pronounced in the bottom panel. the poleward slope current branch, and the cyclonic recirculation flowing southward.

Integrated results mid­October 2006 mid­february 2007

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Colour map and contours of salinity distribution ensemble average at 1000 m depth ranging ininterval [35.6 36.2] showing the spreading pathway of the MO off western Iberia. Contour lines are valued[35.6; 35.78; 35.84; 35.9; 35.96; 36.02; 36.08; 36.14; 36.2]

Integrated results mid­October 2006 mid­february 2007

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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On the left panel, salinity contours of [35.5; 35.52; 35.83; 35.94; 36.05; 36.16; 36.27; 36.38; 36.49; 36.6] and color maps in the interval [35.5 36.6]. On the right panel, ensemble averages of zonal velocity contours of [­.15; ­.12; ­.09; ­.06; ­.03; 0; .03; .06; .09;.12; .15] ms­1 and color maps in the interval [­.15 .15] ms­1. The plots are meridional sections in the Gulf of Cadiz at longitude 7.83 ºW. The MO shifts from a bottom current to a buoyancy driven intermediate depth jet current. The cross sections are shown in the bathymetries figure.

Integrated results mid­October 2006 mid­february 2007

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Results avaible on opendap

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Nazaré­Setúbal (∆x = 2km)

Discharges from rivers / WWTP’s

Tagus estuary (∆x = 300 m)

Cascais (∆x = 35 m)

WWTP Discharge

Nazaré – Setúbal (2D)-Hydrodynamics

Tagus (2D)-Hydrodynamics-Water quality

Tagus (3D-11 levels)-Hydrodynamics

Guia (3D-11 levels)-Hydrodynamic

-Initial Dilution (Mohid Jet)+- Dispersion (Lagrangian)

Carc. - P. Arcos (2D)-Hidrodynamics

Carc. - P. Arcos (3D-11levels)-Hydrodynamics

Local scale models: Tagus estuary

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Local scale models: Tagus estuary

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Local scale models: Tagus estuary

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Local scale models: Tagus estuary

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Estoril coast – process studies

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Phytoplankton Ammonia Nitrate Inorganic Phosphorus

FEB

RU

AR

YJU

NE

Tagus estuary – process studies

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Foz do Arelho: lagoon + submarine outfall

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Validation of coastal model

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

22­Nov­00 22­Nov­00 22­Nov­00 22­Nov­00 22­Nov­00 23­Nov­00 23­Nov­00 23­Nov­00 23­Nov­00 23­Nov­00 24­Nov­00

Time  (Days)

Leve

l [m

]

Field DataMOHID Model

PENICHE

CASCAIS

0.0200.41240.9922.030±0.74

22.030±0.735Cascais

0.1001.3670.9852.081±0.92

01.990±0.894Peniche

DataModel

Bias(m)

Root Mean Square Error

(RMSE)(m)

Correlation Coefficient

(R)

Average Value(x ± σ) (m)

Tidal Stations

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Obidos lagoon model validation

1.5

2.0

2.5

3.0

3.5

4.0

24­Nov­00 24­Nov­00 24­Nov­00 25­Nov­00 25­Nov­00 26­Nov­00 26­Nov­00 26­Nov­00

Time (Days)

Leve

l [m

]

Field DataMOHID Model

BICO DOS CORVOS

0.0240.0720.9882.719±0.29

92.695±0.266

Bico dos Corvos

0.0010.0620.9892.706±0.29

92.704±0.273Barrosa

0.0250.0810.9872.667±0.23

02.691±0.290

Cais da Foz do Arelho

DataModel

Bias(m)

Root Mean Square Error

(RMSE)(m)

Correlation Coefficient

(R)

Average Value(x ± σ) (m)Tidal Gauge

Stations

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0.1290.2760.9040.974±0.37

21.103±0.445Topo do Canal

-0.0860.0980.9570.392±0.11

90.307±0.097Barra

-0.0450.0900.8910.427±0.13

00.382±0.086

Cais da Foz do Arelho

DataModel

Bias (m/s)

Root Mean Square Error

(RMSE)(m/s)

Correlation coefficient

(R)

Average Value (x ± σ) (m/s)

Currents transects stations

0.0

0.4

0.8

1.2

1.6

2.0

29­Nov­00 29­Nov­00 29­Nov­00 29­Nov­00 29­Nov­00 29­Nov­00 29­Nov­00 29­Nov­00 29­Nov­00

Time (Days)

Inte

nsity

 [m/s

]

Field DataMOHID Model

TOPO DO CANAL

Obidos lagoon model validation

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COASTAL AREA MODEL VALIDATION

3.00710.1090.711-10.730±10.528

-13.380±8.3895

DataModel

Bias(cm/s)

Root Mean Square Error (RMSE)

(cm/s)

Correlation Coefficient

(R)

Average Value (x ± σ) (cm/s)Depth (m)

­50

­40

­30

­20

­10

0

10

20

15­Nov­00 15­Nov­00 15­Nov­00 15­Nov­00 16­Nov­00 16­Nov­00 16­Nov­00 16­Nov­00 16­Nov­00 17­Nov­00

Nor

th­S

outh

 cur

rent

 com

pone

nt [c

m/s

]

­12

­10

­8

­6

­4

­2

0

2

4

6

Nor

th­S

outh

 win

d co

mpo

nent

 [m

/s]

Field Data MOHID Model Wind

­50­40­30­20­10

01020304050

­40 ­30 ­20 ­10 0 10 20 30 40

West­East component [cm/s]

Nor

th­S

outh

 com

pone

nt [c

m/s

]

Field DataMOHID Model

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Animação

Foz d

o Are

lho b

each

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Galician coast 

(2D)

Rias Baixas (3D – 20 layers)

Rias de Vigo and Pontevedra(3D – 13 layers)

Nesting 

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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New sub­domains with grid resolution = 100m

Ria de Vigo (inner side)

Baiona Bay

Nesting 

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Arrows every 200 m

Arrows every 400 m

Ria de Vigo (3D – 8 layers) grid resolution = 100m

Detailed view

Extended view

Nesting 

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Baiona (3D – 8 layers) grid resolution = 100m

Arrows every 200 m

Nesting 

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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MaBenE – Rafts’ polygon scale

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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3.5 

km

5 km

MaBenE – Rafts’ polygon scale

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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3­4 meters layer EBB 2­4 hours after 

high tide

Model

ADCP(GKSS)

MaBenE – Rafts’ polygon scale

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

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Products

End­user

Base knowledge

Software 

(model, tools, documentation)

Results

Need for implementation

Operational systems

Large scale models 

(meteo, ocean, waves)

Regional models 

(meteo, ocean, waves)

Local models 

(meteo, ocean, waves)

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca

Observations – field data

Monitoring system

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Thank you

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca