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The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarr Istituto di Scienze dell’Atmosfera e del Clima – sezione di Roma Via del Fosso del Cavaliere, 100 – 00133 Roma [email protected]; [email protected]; [email protected]; [email protected].

The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto

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Page 1: The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto

The development and generation of the long term Mediterranean SSR

products

Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra

Istituto di Scienze dell’Atmosfera e del Clima – sezione di RomaVia del Fosso del Cavaliere, 100 – 00133 Roma

[email protected]; [email protected]; [email protected]; [email protected];

Page 2: The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto

The generation and development of the long term Mediterranean

SSR products

The aims are:

1. to identify and develop of an optimal algorithm for the Mediterranean sea to produce high quality ocean colour datasets for the region.

2. to provide an accurate and consistent stream of ocean colour data at a resolution and format compatible with operational forecasting of the Marine Environment.

Page 3: The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto

CNR Activity planned for DIP3

• Extend the evaluation of global vs regional OC product from SeaWiFS to MODIS and MERIS

• update the SeaWiFS Mediterranean products

• To complete the study on the bio-optical characteristics of the Mediterranean Sea

Page 4: The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto

Outline

• SeaWiFS OC bio-optical algorithm• Satellite matchup

– Chlorophyll– Rrs (MBR)

• Histograms to show the blue-green shift• MERIS and MODIS sensors

– Chlorophyll– Rrs (MBR)

• SeaWiFS reanalyses of MED dataset as distributed by MERSEA

• Regional satellite products impact on PP– Global model– Regional model

Page 5: The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto
Page 6: The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto

In situ chlorophyll-a data: 1144 chlorophyll profiles for satellite data validation

Mediterranean Ocean Color CAL/VAL DATA SETS

28 Mediterranean cruises:from 1997 up to now were organized by ISAC in the framework of Italian National Projects

+ 2 permanent stations

Bio-optical measurements: 155 chl/opt measurements to define the Mediterranean regional algorithm(red points)

Optical measurements: 938 SIMBADA for Rrs validation(blue points)

Page 7: The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto

)( 44

33

221010 RbRbRbRbbC

MEDOC4 : R is log10 of either the 443/560 or the 490/555 or the 510/555 band reflectance ratios. The switch from one band ratio to another one is based on the chlorophyll concentration itself (the Maximum is Chosen)

THE NEW MEDITERRANEAN ALGORITHM

a

b

Page 8: The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto

SeaWiFS OC bio-optical algorithm

MedOC4 bio-optical algorithm

Chlorophyll a [mg m-3]

0.01 0.1 1 10

10

1Ma

xim

um

Ban

d R

atio

Page 9: The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto

Chlorophyll a [mg m-3]

0.01 0.1 1 10

Satellite matchup: Chlorophyll

Page 10: The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto

Satellite matchup: Remote Sensing Reflectance

Page 11: The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto

Morel’s Primary Production Model

Impact on Primary Productivity

Plots by courtesy of Simone Colella

Page 12: The development and generation of the long term Mediterranean SSR products Rosalia Santoleri, Gianluca Volpe, Cristina Tronconi, Roberto Sciarra Istituto

Impact on Primary Productivity

Plots by courtesy of Simone Colella

Colella’s Primary Production Model