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The Portuguese Forecasting 
         System


     Instituto Superior Técnico 
          Lisbon ­ Portugal
Guillaume Riflet, POL workshop, 22nd – 24th October, Mallorca 
Contents


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




        ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
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
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
Who are the end­users?

• Bathing and recreation
• Navigation
• Fisheries
• Aquaculture
• Human occupation
• Industry and agriculture
• Energy
• The natural ecosystem

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


                                                                              Ag. Galicia
Waste waters

Pollutant dispersion/Oil spills
                                                                            SIMRIA
Navigation (debris, containers, 
people)                                                                 Ag.Oeste

Monitoring (eutrophication,                                             SIMTEJO
HAB’s)                                                         SANEST
                                                                          Ag.Sto.André

                                                                          ICREW
                                                                             Ag.Algarve




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


Build coastal 
management products                                                                     Ag. Galicia



for end­users
                                                                                      SIMRIA



                                                                                  Ag.Oeste
National authorities, institutes, public and 
private companies, researchers                                                    SIMTEJO
                                                                         SANEST
                                                                                    Ag.Sto.André

                                                                                    ICREW
                                                                                       Ag.Algarve
Regional and mostly local applications 


                    ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Observation – field data


                                                                     Ag. Galicia




                                                                   SIMRIA



                                                               Ag.Oeste

                                                               SIMTEJO
                                                      SANEST
                                                                 Ag.Sto.André

                                                                 ICREW
                                                                    Ag.Algarve




 ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Observation – stations, buoys


  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);




                       ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Observation – remote­sensing data


                                                           •MODIS
                                                           •SeaWifs




      ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Regional scale models

Local models need regional models
• ocean and atmospheric circulation
• waves




              ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Regional scale models

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




                 ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
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
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
Regional scale models
Hydrodynamical operational modeling of portuguese coast.




                                                                           •One 2D domain (for 
                                                                                recreating tide)
                                            •3 Domains: 81, 27 and 9 km      •Two 3D Domains: 
                                                       •25 vertical levels      0.06º and 0.02º
                                                           •GFS forcings              •42 layers
                                                                  •Winds •ETOPO2’ baseline 
                                                             •Latent heat     data interpolation
                                                          •Sensible heat •2D and 3D [­12.6º, 
                                                            •Precipitation ­5.5º]Ex[34.4º 45º]N
                                                            •Cloud cover•[­11.2º, ­8.8º]Ex[37.5º 
                                                      •7 days forecasts­                 40.3º]N


             ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
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
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
Remote sensing comparison

                         9 June 2007




 MOHID                                               MODIS
ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Remote sensing comparison

                        10 June 2007




 MOHID                                               MODIS
ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Remote sensing comparison

                        11 June 2007




 MOHID                                               MODIS
ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Remote sensing comparison

                       12 June 2007




 MOHID                                               MODIS
ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Buoys comparison

                                              Surface velocity modulus




Buoy data kindly provided by 
Puertos del Estado
                  ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Buoys comparison


                                                                                                           Water level from 
                     4.5                                                                                   from a tidal station 
                       4                                                                                   in pink located at 
                     3.5
   Water level (m)     3                                                                                   37º57’ ºN and 
                     2.5                                                                                   8º55’ ºW in Sines 
                       2
                     1.5                                                                                   and illustrated in 
                       1
                     0.5                                                                                   the the 
                       0                                                                                   bathymetries 
                      09­02­   11­02­   13­02­      15­02­   17­02­    19­02­   21­02­   23­02­   25­02­
                       2007     2007     2007        2007     2007      2007     2007     2007     2007
                                                                                                           figure. Water level 
                       12:00    12:00   12:00        12:00   12:00      12:00   12:00     12:00    12:00   from the pre­
                                                                Time                                       operational model 
                                                                                                           in forecast mode 
                                                 Sines tide gauge      Operational model                   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
Integrated results mid­October 2006 mid­february 
                              2007




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.

                        ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Integrated results mid­October 2006 mid­february 
                       2007


                                                             Colour map and 
                                                             contours of salinity 
                                                             distribution ensemble 
                                                             average at 1000 m 
                                                             depth ranging in
                                                             interval [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]




        ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Integrated results mid­October 2006 mid­february 
                                    2007




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.



                                 ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Results avaible on opendap
Local scale models: Tagus estuary

                                                                                                                          Discharges
                                                                                                                          from rivers /
                                                                                                                          WWTP’s




                                    Nazaré­Setúbal (∆x = 2km)                                Tagus estuary (∆x = 300 m)




                        Nazaré – Setúbal (2D)
                              -Hydrodynamics



    Tagus (2D)                                                                                     WWTP Discharge
                                              Tagus (3D-11 levels)
    -Hydrodynamics                               -Hydrodynamics
     -Water quality


                                                                                                 Cascais (∆x = 35 m)
                           Guia (3D-11 levels)
Carc. - P. Arcos (2D)              -Hydrodynamic            Carc. - P. Arcos (3D-11levels)
     -Hidrodynamics        -Initial Dilution (Mohid Jet)+          -Hydrodynamics
                            - Dispersion (Lagrangian)
Local scale models: Tagus estuary
Local scale models: Tagus estuary
Local scale models: Tagus estuary
Estoril coast – process studies




    ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Tagus estuary – process studies

           Phytoplankton           Ammonia                      Nitrate         Inorganic Phosphorus
FEBRUARY
JUNE




                           ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Foz do Arelho: lagoon + submarine outfall
Validation of coastal model
            4.0
                         Field Data
            3.5          MOHID Model
            3.0
Level [m]




            2.5

            2.0

            1.5

            1.0

            0.5

            0.0
            22­Nov­00 22­Nov­00 22­Nov­00 22­Nov­00 22­Nov­00 23­Nov­00 23­Nov­00 23­Nov­00 23­Nov­00 23­Nov­00 24­Nov­00
                                                                                                     PENICHE
                                                          Time  (Days)




                                              Average Value                                                     Root Mean
                                                                                     Correlation
                                               (x ± σ) (m)                                                    Square Error   Bias
      Tidal Stations                                                                 Coefficient
                                                                                                                 (RMSE)       (m)
                                         Model                    Data                   (R)
                                                                                                                   (m)
                                                            2.081±0.92
              Peniche              1.990±0.894                                           0.985                       1.367    0.100
                                                                 0
                                                            2.030±0.74
              Cascais              2.030±0.735                                           0.992                      0.4124    0.020
                                                                 2


                                                                                           CASCAIS
Obidos lagoon model validation
                                                 BICO DOS CORVOS
             4.0
                         Field Data
                         MOHID Model
             3.5



             3.0
Level [m]




             2.5



             2.0



            1.5
            24­Nov­00   24­Nov­00    24­Nov­00    25­Nov­00    25­Nov­00   26­Nov­00     26­Nov­00   26­Nov­00


                                                         Time (Days)

                                             Average Value                                                        Root Mean
                                                                                       Correlation
            Tidal Gauge                       (x ± σ) (m)                                                       Square Error   Bias
                                                                                       Coefficient
              Stations                                                                                             (RMSE)       (m)
                                        Model                    Data                      (R)
                                                                                                                     (m)
       Cais da Foz do                                         2.667±0.23
                                    2.691±0.290                                          0.987                      0.081       0.025
           Arelho                                                  0
          Bico dos                                            2.719±0.29
                                    2.695±0.266                                          0.988                      0.072       0.024
           Corvos                                                  9
                                                              2.706±0.29
          Barrosa                   2.704±0.273                                          0.989                      0.062       0.001
                                                                   9
Obidos lagoon model validation
                  2.0                                   TOPO DO CANAL
                              Field Data
                              MOHID Model
                  1.6
Intensity [m/s]




                  1.2



                  0.8



                  0.4


                  0.0
                  29­Nov­00   29­Nov­00   29­Nov­00 29­Nov­00   29­Nov­00   29­Nov­00   29­Nov­00 29­Nov­00   29­Nov­00

                                                                Time (Days)

                                                Average Value                                                  Root Mean
                  Currents                                                          Correlation
                                                 (x ± σ) (m/s)                                               Square Error
                  transects                                                         coefficient                              Bias (m/s)
                                                                                                                (RMSE)
                   stations                 Model                Data                   (R)
                                                                                                                 (m/s)
        Cais da Foz do                                      0.427±0.13
                                      0.382±0.086                                       0.891                    0.090        -0.045
            Arelho                                               0
                                                            0.974±0.37
        Topo do Canal                 1.103±0.445                                       0.904                    0.276         0.129
                                                                 2
                                                            0.392±0.11
                    Barra             0.307±0.097                                       0.957                    0.098        -0.086
                                                                 9
COASTAL AREA MODEL VALIDATION

                                                                                                                                                                                                                               50
                                20                                                                                                    6
                                                                                                                                                                                                                                                   Field Data
                                                                                                                                                                                                                               40
                                                                                                                                      4                                                                                                            MOHID Model
                                                                                                                                                                                                                               30




                                                                                                                                            North­South wind component 
                                10
North­South current component




                                                                                                                                                                          North­South component
                                                                                                                                      2
                                                                                                                                                                                                                               20
                                 0
                                                                                                                                      0                                                                                        10
                                                                                                                                                                                                                                0




                                                                                                                                                                                   [cm/s]
                                                                                                                                                       [m/s]
                                ­10                                                                                                   ­2
            [cm/s]




                                                                                                                                                                                                  ­40   ­30     ­20     ­10   ­10 0    10     20       30        40
                                ­20                                                                                                   ­4
                                                                                                                                                                                                                              ­20
                                                                                                                                      ­6
                                ­30                                                                                                                                                                                           ­30
                                                                                                                                      ­8
                                                                                                                                                                                                                              ­40
                                ­40
                                                                                                                                      ­10                                                                                     ­50
                                ­50                                                                                                   ­12
                                15­Nov­00 15­Nov­00 15­Nov­00 15­Nov­00 16­Nov­00 16­Nov­00 16­Nov­00 16­Nov­00 16­Nov­00 17­Nov­00
                                                                                                                                                                                                                       West­East component 
                                                                                                                                                                                                                             [cm/s]
                                                            Field Data             MOHID Model              Wind




                                                                                 Average Value                                                          Correlation                                           Root Mean Square
                                                                                 (x ± σ) (cm/s)                                                                                                                                               Bias
                                Depth (m)                                                                                                               Coefficient                                             Error (RMSE)
                                                                                                                                                                                                                                              (cm/s)
                                                                          Model                             Data                                            (R)                                                    (cm/s)
                                                                                                          -10.730
                                        5                        -13.380±8.389                                                                                             0.711                                      10.109                  3.007
                                                                                                          ±10.528
Fo
     z d
                                     Animação




           o 
             Ar
               el
                 ho
                       b
                           ea
                                ch
Nesting 
                    Galician 
                     coast 
                        (2D)




                                    Rias Baixas 
                                     (3D – 20 layers)
                                                        Rias de Vigo and 
                                                           Pontevedra
                                                           (3D – 13 layers)




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

             New sub­domains with 
             grid resolution = 100m




                       Ria de Vigo 
                       (inner side)




Baiona Bay
Arrows every 200 m                       Nesting 


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



Detailed 
 view




  Extended view



                                                                  Arrows every 400 m

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




                            Arrows every 200 m




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

ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
MaBenE – Rafts’ polygon scale




    ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
MaBenE – Rafts’ polygon scale
3.5 km




                                  5 km
             ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
MaBenE – Rafts’ polygon scale

               Model




 3­4 meters layer 
EBB 2­4 hours after 
     high tide




    ADCP
     (GKSS)




                       ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Products
Operational systems

   Large scale models                                                   Software 

  (meteo, ocean, waves)                                      (model, tools, documentation)




                             Regional models                       Base knowledge
                           (meteo, ocean, waves)

                                                   Need for                          End­user
                                                implementation

Monitoring                     Local models 
 system                    (meteo, ocean, waves)


Observations – field 
       data                                                   Results
                        ECOOP, POL Workshop, 22nd ­ 24th October, Mallorca
Thank you




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

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