SlideShare a Scribd company logo
Collecting and Assimilating Glider
        Transects in the Levantine Sea




                    May-August ‘09 data show Cyprus Eddy
              D. Hayes1, P. Testor2 , S. Dobricic3, G. Zodiatis1
1OceanographyCenter, University of Cyprus, Nicosia, Cyprus
2LOCEAN-IPSL/CNRS, Universite Pierre et Marie Curie, Paris, France
3INGV/CMCC, Bologna, Italy
Goal: Accurate description of mean state
         ----> Improve Forecast Accuracy
•   Method
       •  Collect high resolution temperature and salinity profiles over long
          periods in upper 1000 m (gliders)
       •  Implement glider data assimilation (3DVAR) in operational
          regional model (CYCOFOS)
•   Results:
       •  Cyprus eddy + Atlantic Water always found (>3/2009 with gliders)
       •  Assimilation run shows difference from the control run
•   Analysis:
       •  Cyprus Eddy dominates a complex circulation
       •  Work needed to quantify improvement in forecast
•   Conclusions:
       •  RT glider observations gliders unique: improve ocean forecasts
Glider description

• Battery-powered, buoyancy-
  driven
• 25-50 cm/s, 16-45o slope
• CTD, oxygen, fluorescence,
  optical backscatter, currents
• surface transmit/receive for
  data and instructions every 5h.
• 1000 m dive capability


                                    Photo: A. Hannides
Seaglider description
• Low-drag fairing over hull of compressibility ~= seawater
• Lithium batteries, ~6 mo life (4600 km or 650 dives to 1km)
• Iridium satellite phone for data, instruction transfer
• Controlled with file exchange (commands, waypoints, configuration)




                                     Photo: U of Washington
Missions Accomplished
• Since March 2009, over 1930
  dives (3860 profiles)
• Most to 1000 m
EYE of the Levantine
                       TS properties
• Depth-ave
  velocity, Max
  30 cm/s
• Anti-cyclonic
• Radius
  ~40km
• November
  2009 to
  January
  2010
• Near
  Eratosthenes
  Seamount
EYE of the Levantine (12/2009)
• Sampling the warm core Cyprus Eddy
• Labs: LOCEAN, LOV (fr), OGS (it), ULB (be), UCY-OC (cy)
• Gliders: physical and biogeochemical context for shipborne
  measurements


  – 6 gliders deployed
    from Limassol
  – 2 profiling floats
  – 4 surface drifters
  – shipborne
    measurements by
    CYBO (Cyprus),
    TARA (French),
    Merian (German)
EYE of the Levantine (12/2009)
• Sampling the warm core Cyprus Eddy
• Labs: LOCEAN, LOV (fr), OGS (it), ULB (be), UCY-OC (cy)
• Gliders: physical and biogeochemical context for shipborne
  measurements


  – 6 gliders deployed
    from Limassol
  – 2 profiling floats
  – 4 surface drifters
  – shipborne
    measurements by
    CYBO (Cyprus),
    TARA (French),
    Merian (German)
EYE of the Levantine
                       Glider (Atalanta)
•   23 Nov-1 Dec 2009
•   Salinity (top)
•   Temperature (mid)
•   Dissolved Oxygen (bot)
•   Asymmetric: south
    branch of core more
    focused
EYE of the Levantine
           Glider Comparisons with MS Merian

• 10 stations 4-5 Jan 2010
• Dives 170-250 7-31 Jan 2010        • 14-22 Jan 2010
• Depth-average currents from glider • Geostrophic Velocity (top) and
  (1000m) and from ADCP (800m)         ADCP (bottom)




                                                        0
OceanVar
                       Dobricic and Pinardi, 2008
•   Calculates T and S residuals (model ―background‖ minus observations) at every
    time step data are present
•   After POM, calculates ―correction‖ T and S based on residuals in window (1.5d)
•   Applies corrections at the beginning of the next run (20 time steps).




                         Glider (red) and model (blue) S,T profiles
                         Difference (black) and correction (green)
                                        8 Dec 2009
Results
•   Numerical flow ―hindcast‖ simulation: Nov. 2009-April 2010
•   Daily update of surface forcing and open boundary conditions
•   Quantify the value of 1 glider, vs 6 gliders, vs floats+ships+gliders
•   EYE experiment (so far only 0 and 1 completed)




                        Corrections on S and T at 300 m
                                  8 Dec 2009
Results
•   Numerical flow ―hindcast‖ simulation: Nov. 2009-April 2010
•   Correction to T at 280 m
•   Glider positions
•   DAILY
Results
•    EYE experiment assimilating only one glider‘s T, S profiles
•    Sea surface elevation map at end of simulation: 19 April 2012




    No assimilating                                      Assimilating glider data




                                                    The difference
Discussion
•   Quantify the value of 1 glider, vs 6 gliders, vs floats+ships+gliders
•   EYE experiment (so far only 0 and 1 completed—see difference below)
•   See problem at BC
Discussion
•   Quantify the value of 1 glider, vs 6 gliders, vs floats+ships+gliders
•   EYE experiment (so far only 0 and 1 completed—see difference below)
•   See problem at BC
Work in Progress
Operational Data Assimilation—TODAY:




 Glider mission and simulations: 16 December 2011 to present
      Assimilated in CYCOFOS, compared to control run
Work in Progress
  Operational Data Assimilation—TODAY:




Salinity at 360 m for control run (L) and D/A run (R) for this Wednesday
 Need to quantify the improvement by comparing to independent data
              E.G.: SST, XBT, SLA+MDT, cruise CTD/ADCP
Future Work
• New FP7 project, GROOM, has
  started.
• Goal: to design a European Glider
  Infrastructure.
• Heavily based on existing, but
  integrated and improved.‘




                           • Recommend payloads, protocols,
                             operation centers, etc.
                           • Support policy AND research
                                   • monitoring for parameter ‗X‘
                                   • availability for process study ‗Y


                                                        Photo: TARA Oceans
Conclusions
• Gliders improve forecasting skill
• Quantifying the improvement is not
  done yet
• Eastern Levantine highly variable
  and full of mesoscale: need real
  time data


     Acknowledgements
• Funding: FP7-ECOOP, FP7-GROOM,
  Cyprus RPF and UCY, TARA/Oceans.
• Colleagues: MFS, U of Athens
  (ALERMO and Skiron providers)
• Launch/recovery support: Department
  of Fisheries and Marine Research      Photo: A. Hannides

More Related Content

What's hot

Development of a soil carbon map for the United Republic of Tanzania
Development of a soil carbon map for the United Republic of TanzaniaDevelopment of a soil carbon map for the United Republic of Tanzania
Development of a soil carbon map for the United Republic of Tanzania
ExternalEvents
 
Trilateration and Keplerian elements
Trilateration and Keplerian elementsTrilateration and Keplerian elements
Trilateration and Keplerian elements
uwigizepatrick
 
GPS cycle slips detection and repair through various signal combinations
GPS cycle slips detection and repair through various signal combinationsGPS cycle slips detection and repair through various signal combinations
GPS cycle slips detection and repair through various signal combinations
IJMER
 
A Fresh Look at Marine Magnetic Anomalies, One of the Key Datasets in the Dev...
A Fresh Look at Marine Magnetic Anomalies, One of the Key Datasets in the Dev...A Fresh Look at Marine Magnetic Anomalies, One of the Key Datasets in the Dev...
A Fresh Look at Marine Magnetic Anomalies, One of the Key Datasets in the Dev...
The Rothwell Group, L.P.
 
CAMS GA Validation by Eskes
CAMS GA Validation by EskesCAMS GA Validation by Eskes
CAMS GA Validation by Eskes
Copernicus ECMWF
 
FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...
FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...
FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...grssieee
 
Current HDF Tools (1997)
Current HDF Tools (1997)Current HDF Tools (1997)
DSD-INT 2015 - Workshop quantitative bed dynamics from new bathymetric time s...
DSD-INT 2015 - Workshop quantitative bed dynamics from new bathymetric time s...DSD-INT 2015 - Workshop quantitative bed dynamics from new bathymetric time s...
DSD-INT 2015 - Workshop quantitative bed dynamics from new bathymetric time s...
Deltares
 
DSD-INT 2015 - Planetary-scale geospatial analysis with Google Earth engine, ...
DSD-INT 2015 - Planetary-scale geospatial analysis with Google Earth engine, ...DSD-INT 2015 - Planetary-scale geospatial analysis with Google Earth engine, ...
DSD-INT 2015 - Planetary-scale geospatial analysis with Google Earth engine, ...
Deltares
 
6 Geometry Stem Lessons from NASA
6 Geometry Stem Lessons from NASA6 Geometry Stem Lessons from NASA
6 Geometry Stem Lessons from NASA
sdturton
 
TGS GPS- Labrador Interpretation
TGS GPS- Labrador Interpretation TGS GPS- Labrador Interpretation
TGS GPS- Labrador Interpretation
TGS
 
Challenging Paraglide Control System
Challenging Paraglide Control SystemChallenging Paraglide Control System
Challenging Paraglide Control System
CLES-FACIL
 
Visibility analysis in the Stonehenge and Avebury World Heritage Site
Visibility analysis in the Stonehenge and Avebury World Heritage SiteVisibility analysis in the Stonehenge and Avebury World Heritage Site
Visibility analysis in the Stonehenge and Avebury World Heritage Site
Paul Cripps
 
DSD-INT 2017 Using XBeach to train a Bayesian network for coastal hazard pred...
DSD-INT 2017 Using XBeach to train a Bayesian network for coastal hazard pred...DSD-INT 2017 Using XBeach to train a Bayesian network for coastal hazard pred...
DSD-INT 2017 Using XBeach to train a Bayesian network for coastal hazard pred...
Deltares
 
PALEOMAP Project Update by Christopher R. Scotese: 2013/Third Annual PaleoGIS...
PALEOMAP Project Update by Christopher R. Scotese: 2013/Third Annual PaleoGIS...PALEOMAP Project Update by Christopher R. Scotese: 2013/Third Annual PaleoGIS...
PALEOMAP Project Update by Christopher R. Scotese: 2013/Third Annual PaleoGIS...
The Rothwell Group, L.P.
 
PaleoClimate and PaleoRun Overview by Arwen Vaughan, Rothwell: 2013/Third Ann...
PaleoClimate and PaleoRun Overview by Arwen Vaughan, Rothwell: 2013/Third Ann...PaleoClimate and PaleoRun Overview by Arwen Vaughan, Rothwell: 2013/Third Ann...
PaleoClimate and PaleoRun Overview by Arwen Vaughan, Rothwell: 2013/Third Ann...
The Rothwell Group, L.P.
 
ESA SMOS (Soil Moisture and Ocean Salinity) Mission: Principles of Operation ...
ESA SMOS (Soil Moisture and Ocean Salinity) Mission: Principles of Operation ...ESA SMOS (Soil Moisture and Ocean Salinity) Mission: Principles of Operation ...
ESA SMOS (Soil Moisture and Ocean Salinity) Mission: Principles of Operation ...
adrianocamps
 

What's hot (18)

Development of a soil carbon map for the United Republic of Tanzania
Development of a soil carbon map for the United Republic of TanzaniaDevelopment of a soil carbon map for the United Republic of Tanzania
Development of a soil carbon map for the United Republic of Tanzania
 
Trilateration and Keplerian elements
Trilateration and Keplerian elementsTrilateration and Keplerian elements
Trilateration and Keplerian elements
 
GPS cycle slips detection and repair through various signal combinations
GPS cycle slips detection and repair through various signal combinationsGPS cycle slips detection and repair through various signal combinations
GPS cycle slips detection and repair through various signal combinations
 
A Fresh Look at Marine Magnetic Anomalies, One of the Key Datasets in the Dev...
A Fresh Look at Marine Magnetic Anomalies, One of the Key Datasets in the Dev...A Fresh Look at Marine Magnetic Anomalies, One of the Key Datasets in the Dev...
A Fresh Look at Marine Magnetic Anomalies, One of the Key Datasets in the Dev...
 
CAMS GA Validation by Eskes
CAMS GA Validation by EskesCAMS GA Validation by Eskes
CAMS GA Validation by Eskes
 
FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...
FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...
FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...
 
Current HDF Tools (1997)
Current HDF Tools (1997)Current HDF Tools (1997)
Current HDF Tools (1997)
 
DSD-INT 2015 - Workshop quantitative bed dynamics from new bathymetric time s...
DSD-INT 2015 - Workshop quantitative bed dynamics from new bathymetric time s...DSD-INT 2015 - Workshop quantitative bed dynamics from new bathymetric time s...
DSD-INT 2015 - Workshop quantitative bed dynamics from new bathymetric time s...
 
DSD-INT 2015 - Planetary-scale geospatial analysis with Google Earth engine, ...
DSD-INT 2015 - Planetary-scale geospatial analysis with Google Earth engine, ...DSD-INT 2015 - Planetary-scale geospatial analysis with Google Earth engine, ...
DSD-INT 2015 - Planetary-scale geospatial analysis with Google Earth engine, ...
 
6 Geometry Stem Lessons from NASA
6 Geometry Stem Lessons from NASA6 Geometry Stem Lessons from NASA
6 Geometry Stem Lessons from NASA
 
TGS GPS- Labrador Interpretation
TGS GPS- Labrador Interpretation TGS GPS- Labrador Interpretation
TGS GPS- Labrador Interpretation
 
Challenging Paraglide Control System
Challenging Paraglide Control SystemChallenging Paraglide Control System
Challenging Paraglide Control System
 
Visibility analysis in the Stonehenge and Avebury World Heritage Site
Visibility analysis in the Stonehenge and Avebury World Heritage SiteVisibility analysis in the Stonehenge and Avebury World Heritage Site
Visibility analysis in the Stonehenge and Avebury World Heritage Site
 
Uranium Cameroon
Uranium CameroonUranium Cameroon
Uranium Cameroon
 
DSD-INT 2017 Using XBeach to train a Bayesian network for coastal hazard pred...
DSD-INT 2017 Using XBeach to train a Bayesian network for coastal hazard pred...DSD-INT 2017 Using XBeach to train a Bayesian network for coastal hazard pred...
DSD-INT 2017 Using XBeach to train a Bayesian network for coastal hazard pred...
 
PALEOMAP Project Update by Christopher R. Scotese: 2013/Third Annual PaleoGIS...
PALEOMAP Project Update by Christopher R. Scotese: 2013/Third Annual PaleoGIS...PALEOMAP Project Update by Christopher R. Scotese: 2013/Third Annual PaleoGIS...
PALEOMAP Project Update by Christopher R. Scotese: 2013/Third Annual PaleoGIS...
 
PaleoClimate and PaleoRun Overview by Arwen Vaughan, Rothwell: 2013/Third Ann...
PaleoClimate and PaleoRun Overview by Arwen Vaughan, Rothwell: 2013/Third Ann...PaleoClimate and PaleoRun Overview by Arwen Vaughan, Rothwell: 2013/Third Ann...
PaleoClimate and PaleoRun Overview by Arwen Vaughan, Rothwell: 2013/Third Ann...
 
ESA SMOS (Soil Moisture and Ocean Salinity) Mission: Principles of Operation ...
ESA SMOS (Soil Moisture and Ocean Salinity) Mission: Principles of Operation ...ESA SMOS (Soil Moisture and Ocean Salinity) Mission: Principles of Operation ...
ESA SMOS (Soil Moisture and Ocean Salinity) Mission: Principles of Operation ...
 

Viewers also liked

why It is so Good to be in Israel
why It is so Good to be in Israelwhy It is so Good to be in Israel
why It is so Good to be in Israel
Ami Elazari
 
Malawi
MalawiMalawi
Malawi
corleahuman
 
Δυναμική σύζευξη μεταξύ του ατμοσφαιρικού και του κυματικού μοντέλου του Συστ...
Δυναμική σύζευξη μεταξύ του ατμοσφαιρικού και του κυματικού μοντέλου του Συστ...Δυναμική σύζευξη μεταξύ του ατμοσφαιρικού και του κυματικού μοντέλου του Συστ...
Δυναμική σύζευξη μεταξύ του ατμοσφαιρικού και του κυματικού μοντέλου του Συστ...
Hellenic Centre for Marine Research
 
Doc1
Doc1Doc1
Doc1
yuditap
 
ANALYTICS OF DATA USING HADOOP-A REVIEW
ANALYTICS OF DATA USING HADOOP-A REVIEWANALYTICS OF DATA USING HADOOP-A REVIEW
ANALYTICS OF DATA USING HADOOP-A REVIEW
International Journal of Technical Research & Application
 
Jason Isaac Perez 2015
Jason Isaac Perez 2015Jason Isaac Perez 2015
Jason Isaac Perez 2015Jason Perez
 
Evaluation q6
Evaluation q6Evaluation q6
Evaluation q6
samwadsted
 

Viewers also liked (9)

why It is so Good to be in Israel
why It is so Good to be in Israelwhy It is so Good to be in Israel
why It is so Good to be in Israel
 
Titulos
TitulosTitulos
Titulos
 
Malawi
MalawiMalawi
Malawi
 
Δυναμική σύζευξη μεταξύ του ατμοσφαιρικού και του κυματικού μοντέλου του Συστ...
Δυναμική σύζευξη μεταξύ του ατμοσφαιρικού και του κυματικού μοντέλου του Συστ...Δυναμική σύζευξη μεταξύ του ατμοσφαιρικού και του κυματικού μοντέλου του Συστ...
Δυναμική σύζευξη μεταξύ του ατμοσφαιρικού και του κυματικού μοντέλου του Συστ...
 
El hamster
El hamsterEl hamster
El hamster
 
Doc1
Doc1Doc1
Doc1
 
ANALYTICS OF DATA USING HADOOP-A REVIEW
ANALYTICS OF DATA USING HADOOP-A REVIEWANALYTICS OF DATA USING HADOOP-A REVIEW
ANALYTICS OF DATA USING HADOOP-A REVIEW
 
Jason Isaac Perez 2015
Jason Isaac Perez 2015Jason Isaac Perez 2015
Jason Isaac Perez 2015
 
Evaluation q6
Evaluation q6Evaluation q6
Evaluation q6
 

Similar to Συλλογή και αφομοίωση δεδομενων Glider κατά μήκος διατομής της θάλασσας της Λεβαντίνης. Hayes D.

20110728_IGARSS_GDPS(ryu)fin1.pptx
20110728_IGARSS_GDPS(ryu)fin1.pptx20110728_IGARSS_GDPS(ryu)fin1.pptx
20110728_IGARSS_GDPS(ryu)fin1.pptxgrssieee
 
Introduction to TLS Applications Presentation
Introduction to TLS Applications PresentationIntroduction to TLS Applications Presentation
Introduction to TLS Applications Presentation
SERC at Carleton College
 
Monitoring measuring and verification, Gonzalo Zambrano, University of Alberta
Monitoring measuring and verification, Gonzalo Zambrano, University of AlbertaMonitoring measuring and verification, Gonzalo Zambrano, University of Alberta
Monitoring measuring and verification, Gonzalo Zambrano, University of Alberta
Global CCS Institute
 
1_Buck - Wavemil Steps IGARSS-11.ppt
1_Buck - Wavemil Steps IGARSS-11.ppt1_Buck - Wavemil Steps IGARSS-11.ppt
1_Buck - Wavemil Steps IGARSS-11.pptgrssieee
 
1_Buck - Wavemil Steps IGARSS-11.ppt
1_Buck - Wavemil Steps IGARSS-11.ppt1_Buck - Wavemil Steps IGARSS-11.ppt
1_Buck - Wavemil Steps IGARSS-11.pptgrssieee
 
Argo & GCOS 2016
Argo & GCOS 2016Argo & GCOS 2016
Argo & GCOS 2016
JCOMMOPS
 
Modern Race Navigation
Modern Race NavigationModern Race Navigation
Modern Race Navigation
Greg Brougham
 
DSD-INT 2018 From global to local: Volvo Ocean Race 2018 - Minns
DSD-INT 2018 From global to local: Volvo Ocean Race 2018 - MinnsDSD-INT 2018 From global to local: Volvo Ocean Race 2018 - Minns
DSD-INT 2018 From global to local: Volvo Ocean Race 2018 - Minns
Deltares
 
TH2.L10.5: OVERVIEW ON CALIBRATION AND VALIDATION ACTIVITIES FOR ESA’S SOIL M...
TH2.L10.5: OVERVIEW ON CALIBRATION AND VALIDATION ACTIVITIES FOR ESA’S SOIL M...TH2.L10.5: OVERVIEW ON CALIBRATION AND VALIDATION ACTIVITIES FOR ESA’S SOIL M...
TH2.L10.5: OVERVIEW ON CALIBRATION AND VALIDATION ACTIVITIES FOR ESA’S SOIL M...grssieee
 
Hammermeister, Emily: State of the art autonomous CO2 system measurements onb...
Hammermeister, Emily: State of the art autonomous CO2 system measurements onb...Hammermeister, Emily: State of the art autonomous CO2 system measurements onb...
Hammermeister, Emily: State of the art autonomous CO2 system measurements onb...
Integrated Carbon Observation System (ICOS)
 
Rehder, Gregor: Making Atmopheric measurements onboard SOOPs
Rehder, Gregor: Making Atmopheric measurements onboard SOOPsRehder, Gregor: Making Atmopheric measurements onboard SOOPs
Rehder, Gregor: Making Atmopheric measurements onboard SOOPs
Integrated Carbon Observation System (ICOS)
 
DSD-INT 2018 An Engineering Approach to construction of a Storm Surge Model f...
DSD-INT 2018 An Engineering Approach to construction of a Storm Surge Model f...DSD-INT 2018 An Engineering Approach to construction of a Storm Surge Model f...
DSD-INT 2018 An Engineering Approach to construction of a Storm Surge Model f...
Deltares
 
Awi cmip peru_nomv
Awi cmip peru_nomvAwi cmip peru_nomv
Awi cmip peru_nomv
Renny Daniel Diaz Aguilar
 
CHC2020 medoune ndir_cidco_lidar_sonar_mapping
CHC2020 medoune ndir_cidco_lidar_sonar_mappingCHC2020 medoune ndir_cidco_lidar_sonar_mapping
CHC2020 medoune ndir_cidco_lidar_sonar_mapping
P. Medoune Ndir
 
Assessment of siltation processes& implementation of nautical depth
Assessment of siltation processes& implementation of nautical depthAssessment of siltation processes& implementation of nautical depth
Assessment of siltation processes& implementation of nautical depth
Faustino (Tino) Manso PhD MBA
 
Ralph.basilio
Ralph.basilioRalph.basilio
Ralph.basilioNASAPMC
 
Ralph.basilio
Ralph.basilioRalph.basilio
Ralph.basilioNASAPMC
 
Alnes et al gravity and subsidence monitoring
Alnes et al gravity and subsidence monitoringAlnes et al gravity and subsidence monitoring
Alnes et al gravity and subsidence monitoring
Statoil
 
Anomalous sea-air CO2 flux in the North Tropical Atlantic during 2010 evidenc...
Anomalous sea-air CO2 flux in the North Tropical Atlantic during 2010 evidenc...Anomalous sea-air CO2 flux in the North Tropical Atlantic during 2010 evidenc...
Anomalous sea-air CO2 flux in the North Tropical Atlantic during 2010 evidenc...
Integrated Carbon Observation System (ICOS)
 

Similar to Συλλογή και αφομοίωση δεδομενων Glider κατά μήκος διατομής της θάλασσας της Λεβαντίνης. Hayes D. (20)

20110728_IGARSS_GDPS(ryu)fin1.pptx
20110728_IGARSS_GDPS(ryu)fin1.pptx20110728_IGARSS_GDPS(ryu)fin1.pptx
20110728_IGARSS_GDPS(ryu)fin1.pptx
 
Introduction to TLS Applications Presentation
Introduction to TLS Applications PresentationIntroduction to TLS Applications Presentation
Introduction to TLS Applications Presentation
 
Monitoring measuring and verification, Gonzalo Zambrano, University of Alberta
Monitoring measuring and verification, Gonzalo Zambrano, University of AlbertaMonitoring measuring and verification, Gonzalo Zambrano, University of Alberta
Monitoring measuring and verification, Gonzalo Zambrano, University of Alberta
 
1_Buck - Wavemil Steps IGARSS-11.ppt
1_Buck - Wavemil Steps IGARSS-11.ppt1_Buck - Wavemil Steps IGARSS-11.ppt
1_Buck - Wavemil Steps IGARSS-11.ppt
 
1_Buck - Wavemil Steps IGARSS-11.ppt
1_Buck - Wavemil Steps IGARSS-11.ppt1_Buck - Wavemil Steps IGARSS-11.ppt
1_Buck - Wavemil Steps IGARSS-11.ppt
 
Argo & GCOS 2016
Argo & GCOS 2016Argo & GCOS 2016
Argo & GCOS 2016
 
Modern Race Navigation
Modern Race NavigationModern Race Navigation
Modern Race Navigation
 
DSD-INT 2018 From global to local: Volvo Ocean Race 2018 - Minns
DSD-INT 2018 From global to local: Volvo Ocean Race 2018 - MinnsDSD-INT 2018 From global to local: Volvo Ocean Race 2018 - Minns
DSD-INT 2018 From global to local: Volvo Ocean Race 2018 - Minns
 
TH2.L10.5: OVERVIEW ON CALIBRATION AND VALIDATION ACTIVITIES FOR ESA’S SOIL M...
TH2.L10.5: OVERVIEW ON CALIBRATION AND VALIDATION ACTIVITIES FOR ESA’S SOIL M...TH2.L10.5: OVERVIEW ON CALIBRATION AND VALIDATION ACTIVITIES FOR ESA’S SOIL M...
TH2.L10.5: OVERVIEW ON CALIBRATION AND VALIDATION ACTIVITIES FOR ESA’S SOIL M...
 
Hammermeister, Emily: State of the art autonomous CO2 system measurements onb...
Hammermeister, Emily: State of the art autonomous CO2 system measurements onb...Hammermeister, Emily: State of the art autonomous CO2 system measurements onb...
Hammermeister, Emily: State of the art autonomous CO2 system measurements onb...
 
Rehder, Gregor: Making Atmopheric measurements onboard SOOPs
Rehder, Gregor: Making Atmopheric measurements onboard SOOPsRehder, Gregor: Making Atmopheric measurements onboard SOOPs
Rehder, Gregor: Making Atmopheric measurements onboard SOOPs
 
DSD-INT 2018 An Engineering Approach to construction of a Storm Surge Model f...
DSD-INT 2018 An Engineering Approach to construction of a Storm Surge Model f...DSD-INT 2018 An Engineering Approach to construction of a Storm Surge Model f...
DSD-INT 2018 An Engineering Approach to construction of a Storm Surge Model f...
 
Awi cmip peru_nomv
Awi cmip peru_nomvAwi cmip peru_nomv
Awi cmip peru_nomv
 
CHC2020 medoune ndir_cidco_lidar_sonar_mapping
CHC2020 medoune ndir_cidco_lidar_sonar_mappingCHC2020 medoune ndir_cidco_lidar_sonar_mapping
CHC2020 medoune ndir_cidco_lidar_sonar_mapping
 
Assessment of siltation processes& implementation of nautical depth
Assessment of siltation processes& implementation of nautical depthAssessment of siltation processes& implementation of nautical depth
Assessment of siltation processes& implementation of nautical depth
 
Mapping UK Sea Space
Mapping UK Sea SpaceMapping UK Sea Space
Mapping UK Sea Space
 
Ralph.basilio
Ralph.basilioRalph.basilio
Ralph.basilio
 
Ralph.basilio
Ralph.basilioRalph.basilio
Ralph.basilio
 
Alnes et al gravity and subsidence monitoring
Alnes et al gravity and subsidence monitoringAlnes et al gravity and subsidence monitoring
Alnes et al gravity and subsidence monitoring
 
Anomalous sea-air CO2 flux in the North Tropical Atlantic during 2010 evidenc...
Anomalous sea-air CO2 flux in the North Tropical Atlantic during 2010 evidenc...Anomalous sea-air CO2 flux in the North Tropical Atlantic during 2010 evidenc...
Anomalous sea-air CO2 flux in the North Tropical Atlantic during 2010 evidenc...
 

More from Hellenic Centre for Marine Research

Περιβαλλοντική επισκόπηση του όρμου και της λιμνοθάλασσας Βιβαρίου (Αργολικός...
Περιβαλλοντική επισκόπηση του όρμου και της λιμνοθάλασσας Βιβαρίου (Αργολικός...Περιβαλλοντική επισκόπηση του όρμου και της λιμνοθάλασσας Βιβαρίου (Αργολικός...
Περιβαλλοντική επισκόπηση του όρμου και της λιμνοθάλασσας Βιβαρίου (Αργολικός...Hellenic Centre for Marine Research
 
Μαθηματική προσομοίωση της κυκλοφορίας των νερών και της εξάπλωσης μακροφυκώ...
Μαθηματική προσομοίωση της κυκλοφορίας των  νερών και της εξάπλωσης μακροφυκώ...Μαθηματική προσομοίωση της κυκλοφορίας των  νερών και της εξάπλωσης μακροφυκώ...
Μαθηματική προσομοίωση της κυκλοφορίας των νερών και της εξάπλωσης μακροφυκώ...Hellenic Centre for Marine Research
 
Αξιολόγηση της δυνατότητας αναγνώρισης της τσέρουλας Spicara flexuosa Risso, ...
Αξιολόγηση της δυνατότητας αναγνώρισης της τσέρουλας Spicara flexuosa Risso, ...Αξιολόγηση της δυνατότητας αναγνώρισης της τσέρουλας Spicara flexuosa Risso, ...
Αξιολόγηση της δυνατότητας αναγνώρισης της τσέρουλας Spicara flexuosa Risso, ...
Hellenic Centre for Marine Research
 
Εξισώσεις ηχοανακλαστικού δυναμικού για το γαύρο (Engraulis encrasicolus) και...
Εξισώσεις ηχοανακλαστικού δυναμικού για το γαύρο (Engraulis encrasicolus) και...Εξισώσεις ηχοανακλαστικού δυναμικού για το γαύρο (Engraulis encrasicolus) και...
Εξισώσεις ηχοανακλαστικού δυναμικού για το γαύρο (Engraulis encrasicolus) και...
Hellenic Centre for Marine Research
 
Σύγκριση των δειγματοληψιών ημέρας - νύχτας με πελαγική τράτα στις ακουστικές...
Σύγκριση των δειγματοληψιών ημέρας - νύχτας με πελαγική τράτα στις ακουστικές...Σύγκριση των δειγματοληψιών ημέρας - νύχτας με πελαγική τράτα στις ακουστικές...
Σύγκριση των δειγματοληψιών ημέρας - νύχτας με πελαγική τράτα στις ακουστικές...
Hellenic Centre for Marine Research
 
10ο Πανελλήνιο Συμπόσιο Ωκεανογραφίας & Αλιείας
10ο Πανελλήνιο Συμπόσιο Ωκεανογραφίας & Αλιείας10ο Πανελλήνιο Συμπόσιο Ωκεανογραφίας & Αλιείας
10ο Πανελλήνιο Συμπόσιο Ωκεανογραφίας & ΑλιείαςHellenic Centre for Marine Research
 
Οντογενετικές αλλαγές στη δομή των κοπαδιών της σαρδέλας. Τσαγκαράκης Κ.
Οντογενετικές αλλαγές στη δομή των κοπαδιών της σαρδέλας. Τσαγκαράκης Κ.Οντογενετικές αλλαγές στη δομή των κοπαδιών της σαρδέλας. Τσαγκαράκης Κ.
Οντογενετικές αλλαγές στη δομή των κοπαδιών της σαρδέλας. Τσαγκαράκης Κ.
Hellenic Centre for Marine Research
 
Quaternary climatic variability modulates Bregmaceros Mediterranean distribut...
Quaternary climatic variability modulates Bregmaceros Mediterranean distribut...Quaternary climatic variability modulates Bregmaceros Mediterranean distribut...
Quaternary climatic variability modulates Bregmaceros Mediterranean distribut...
Hellenic Centre for Marine Research
 
Using Planktonic Foraminiferal Mg/Ca ratios to detect a double temperature-sa...
Using Planktonic Foraminiferal Mg/Ca ratios to detect a double temperature-sa...Using Planktonic Foraminiferal Mg/Ca ratios to detect a double temperature-sa...
Using Planktonic Foraminiferal Mg/Ca ratios to detect a double temperature-sa...
Hellenic Centre for Marine Research
 
Η οξίνιση των ωκεανών κατά το παρελθόν. Η περίπτωση του Τοαρσίου της Ιονίου Ζ...
Η οξίνιση των ωκεανών κατά το παρελθόν. Η περίπτωση του Τοαρσίου της Ιονίου Ζ...Η οξίνιση των ωκεανών κατά το παρελθόν. Η περίπτωση του Τοαρσίου της Ιονίου Ζ...
Η οξίνιση των ωκεανών κατά το παρελθόν. Η περίπτωση του Τοαρσίου της Ιονίου Ζ...
Hellenic Centre for Marine Research
 
Emiliania huxleyi coccoliths in the sediment record and the relative climatic...
Emiliania huxleyi coccoliths in the sediment record and the relative climatic...Emiliania huxleyi coccoliths in the sediment record and the relative climatic...
Emiliania huxleyi coccoliths in the sediment record and the relative climatic...
Hellenic Centre for Marine Research
 
Μια πλούσια πανίδα οστρακωδών από το Ακρωτήρι Καλογεράς
Μια πλούσια πανίδα οστρακωδών από το Ακρωτήρι ΚαλογεράςΜια πλούσια πανίδα οστρακωδών από το Ακρωτήρι Καλογεράς
Μια πλούσια πανίδα οστρακωδών από το Ακρωτήρι Καλογεράς
Hellenic Centre for Marine Research
 
Contribution to the study of alien macroalgae of the Saronikos Gulf (Greece).
Contribution to the study of alien macroalgae of the Saronikos Gulf (Greece).Contribution to the study of alien macroalgae of the Saronikos Gulf (Greece).
Contribution to the study of alien macroalgae of the Saronikos Gulf (Greece).
Hellenic Centre for Marine Research
 
Habitat shift of the invasive and pest pufferfish, Lagocephalus sceleratus, i...
Habitat shift of the invasive and pest pufferfish, Lagocephalus sceleratus, i...Habitat shift of the invasive and pest pufferfish, Lagocephalus sceleratus, i...
Habitat shift of the invasive and pest pufferfish, Lagocephalus sceleratus, i...
Hellenic Centre for Marine Research
 
Επιδράσεις κλιματικών αλλαγών στη θαλάσσια επιφανειακή θερμοκρασία και αλατότ...
Επιδράσεις κλιματικών αλλαγών στη θαλάσσια επιφανειακή θερμοκρασία και αλατότ...Επιδράσεις κλιματικών αλλαγών στη θαλάσσια επιφανειακή θερμοκρασία και αλατότ...
Επιδράσεις κλιματικών αλλαγών στη θαλάσσια επιφανειακή θερμοκρασία και αλατότ...
Hellenic Centre for Marine Research
 
Ξενικά είδη στο Ενυδρείο της Ρόδου: μια μακρόχρονη εμπειρία.
Ξενικά είδη στο Ενυδρείο της Ρόδου: μια μακρόχρονη εμπειρία. Ξενικά είδη στο Ενυδρείο της Ρόδου: μια μακρόχρονη εμπειρία.
Ξενικά είδη στο Ενυδρείο της Ρόδου: μια μακρόχρονη εμπειρία.
Hellenic Centre for Marine Research
 
Το οικοσύστημα του Κορινθιακού Κόλπου και οι πολίτες του - Όλοι μαζί μπορούμε...
Το οικοσύστημα του Κορινθιακού Κόλπου και οι πολίτες του - Όλοι μαζί μπορούμε...Το οικοσύστημα του Κορινθιακού Κόλπου και οι πολίτες του - Όλοι μαζί μπορούμε...
Το οικοσύστημα του Κορινθιακού Κόλπου και οι πολίτες του - Όλοι μαζί μπορούμε...
Hellenic Centre for Marine Research
 
Αναβάθμιση ρομποτικού οχήματος, δυνατότητες και νέες μέθοδοι δειγματοληψίας π...
Αναβάθμιση ρομποτικού οχήματος, δυνατότητες και νέες μέθοδοι δειγματοληψίας π...Αναβάθμιση ρομποτικού οχήματος, δυνατότητες και νέες μέθοδοι δειγματοληψίας π...
Αναβάθμιση ρομποτικού οχήματος, δυνατότητες και νέες μέθοδοι δειγματοληψίας π...
Hellenic Centre for Marine Research
 
Ο ρόλος του ΕΛΚΕΘΕ στη Φυσική Ωκεανογραφία της Ερυθράς θάλασσας.
Ο ρόλος του ΕΛΚΕΘΕ στη Φυσική Ωκεανογραφία της Ερυθράς θάλασσας. Ο ρόλος του ΕΛΚΕΘΕ στη Φυσική Ωκεανογραφία της Ερυθράς θάλασσας.
Ο ρόλος του ΕΛΚΕΘΕ στη Φυσική Ωκεανογραφία της Ερυθράς θάλασσας.
Hellenic Centre for Marine Research
 

More from Hellenic Centre for Marine Research (20)

Περιβαλλοντική επισκόπηση του όρμου και της λιμνοθάλασσας Βιβαρίου (Αργολικός...
Περιβαλλοντική επισκόπηση του όρμου και της λιμνοθάλασσας Βιβαρίου (Αργολικός...Περιβαλλοντική επισκόπηση του όρμου και της λιμνοθάλασσας Βιβαρίου (Αργολικός...
Περιβαλλοντική επισκόπηση του όρμου και της λιμνοθάλασσας Βιβαρίου (Αργολικός...
 
Μαθηματική προσομοίωση της κυκλοφορίας των νερών και της εξάπλωσης μακροφυκώ...
Μαθηματική προσομοίωση της κυκλοφορίας των  νερών και της εξάπλωσης μακροφυκώ...Μαθηματική προσομοίωση της κυκλοφορίας των  νερών και της εξάπλωσης μακροφυκώ...
Μαθηματική προσομοίωση της κυκλοφορίας των νερών και της εξάπλωσης μακροφυκώ...
 
Αξιολόγηση της δυνατότητας αναγνώρισης της τσέρουλας Spicara flexuosa Risso, ...
Αξιολόγηση της δυνατότητας αναγνώρισης της τσέρουλας Spicara flexuosa Risso, ...Αξιολόγηση της δυνατότητας αναγνώρισης της τσέρουλας Spicara flexuosa Risso, ...
Αξιολόγηση της δυνατότητας αναγνώρισης της τσέρουλας Spicara flexuosa Risso, ...
 
Εξισώσεις ηχοανακλαστικού δυναμικού για το γαύρο (Engraulis encrasicolus) και...
Εξισώσεις ηχοανακλαστικού δυναμικού για το γαύρο (Engraulis encrasicolus) και...Εξισώσεις ηχοανακλαστικού δυναμικού για το γαύρο (Engraulis encrasicolus) και...
Εξισώσεις ηχοανακλαστικού δυναμικού για το γαύρο (Engraulis encrasicolus) και...
 
Σύγκριση των δειγματοληψιών ημέρας - νύχτας με πελαγική τράτα στις ακουστικές...
Σύγκριση των δειγματοληψιών ημέρας - νύχτας με πελαγική τράτα στις ακουστικές...Σύγκριση των δειγματοληψιών ημέρας - νύχτας με πελαγική τράτα στις ακουστικές...
Σύγκριση των δειγματοληψιών ημέρας - νύχτας με πελαγική τράτα στις ακουστικές...
 
10ο Πανελλήνιο Συμπόσιο Ωκεανογραφίας & Αλιείας
10ο Πανελλήνιο Συμπόσιο Ωκεανογραφίας & Αλιείας10ο Πανελλήνιο Συμπόσιο Ωκεανογραφίας & Αλιείας
10ο Πανελλήνιο Συμπόσιο Ωκεανογραφίας & Αλιείας
 
Οντογενετικές αλλαγές στη δομή των κοπαδιών της σαρδέλας. Τσαγκαράκης Κ.
Οντογενετικές αλλαγές στη δομή των κοπαδιών της σαρδέλας. Τσαγκαράκης Κ.Οντογενετικές αλλαγές στη δομή των κοπαδιών της σαρδέλας. Τσαγκαράκης Κ.
Οντογενετικές αλλαγές στη δομή των κοπαδιών της σαρδέλας. Τσαγκαράκης Κ.
 
Quaternary climatic variability modulates Bregmaceros Mediterranean distribut...
Quaternary climatic variability modulates Bregmaceros Mediterranean distribut...Quaternary climatic variability modulates Bregmaceros Mediterranean distribut...
Quaternary climatic variability modulates Bregmaceros Mediterranean distribut...
 
Using Planktonic Foraminiferal Mg/Ca ratios to detect a double temperature-sa...
Using Planktonic Foraminiferal Mg/Ca ratios to detect a double temperature-sa...Using Planktonic Foraminiferal Mg/Ca ratios to detect a double temperature-sa...
Using Planktonic Foraminiferal Mg/Ca ratios to detect a double temperature-sa...
 
Η οξίνιση των ωκεανών κατά το παρελθόν. Η περίπτωση του Τοαρσίου της Ιονίου Ζ...
Η οξίνιση των ωκεανών κατά το παρελθόν. Η περίπτωση του Τοαρσίου της Ιονίου Ζ...Η οξίνιση των ωκεανών κατά το παρελθόν. Η περίπτωση του Τοαρσίου της Ιονίου Ζ...
Η οξίνιση των ωκεανών κατά το παρελθόν. Η περίπτωση του Τοαρσίου της Ιονίου Ζ...
 
Emiliania huxleyi coccoliths in the sediment record and the relative climatic...
Emiliania huxleyi coccoliths in the sediment record and the relative climatic...Emiliania huxleyi coccoliths in the sediment record and the relative climatic...
Emiliania huxleyi coccoliths in the sediment record and the relative climatic...
 
Μια πλούσια πανίδα οστρακωδών από το Ακρωτήρι Καλογεράς
Μια πλούσια πανίδα οστρακωδών από το Ακρωτήρι ΚαλογεράςΜια πλούσια πανίδα οστρακωδών από το Ακρωτήρι Καλογεράς
Μια πλούσια πανίδα οστρακωδών από το Ακρωτήρι Καλογεράς
 
Contribution to the study of alien macroalgae of the Saronikos Gulf (Greece).
Contribution to the study of alien macroalgae of the Saronikos Gulf (Greece).Contribution to the study of alien macroalgae of the Saronikos Gulf (Greece).
Contribution to the study of alien macroalgae of the Saronikos Gulf (Greece).
 
Habitat shift of the invasive and pest pufferfish, Lagocephalus sceleratus, i...
Habitat shift of the invasive and pest pufferfish, Lagocephalus sceleratus, i...Habitat shift of the invasive and pest pufferfish, Lagocephalus sceleratus, i...
Habitat shift of the invasive and pest pufferfish, Lagocephalus sceleratus, i...
 
Επιδράσεις κλιματικών αλλαγών στη θαλάσσια επιφανειακή θερμοκρασία και αλατότ...
Επιδράσεις κλιματικών αλλαγών στη θαλάσσια επιφανειακή θερμοκρασία και αλατότ...Επιδράσεις κλιματικών αλλαγών στη θαλάσσια επιφανειακή θερμοκρασία και αλατότ...
Επιδράσεις κλιματικών αλλαγών στη θαλάσσια επιφανειακή θερμοκρασία και αλατότ...
 
Ξενικά είδη στο Ενυδρείο της Ρόδου: μια μακρόχρονη εμπειρία.
Ξενικά είδη στο Ενυδρείο της Ρόδου: μια μακρόχρονη εμπειρία. Ξενικά είδη στο Ενυδρείο της Ρόδου: μια μακρόχρονη εμπειρία.
Ξενικά είδη στο Ενυδρείο της Ρόδου: μια μακρόχρονη εμπειρία.
 
Το οικοσύστημα του Κορινθιακού Κόλπου και οι πολίτες του - Όλοι μαζί μπορούμε...
Το οικοσύστημα του Κορινθιακού Κόλπου και οι πολίτες του - Όλοι μαζί μπορούμε...Το οικοσύστημα του Κορινθιακού Κόλπου και οι πολίτες του - Όλοι μαζί μπορούμε...
Το οικοσύστημα του Κορινθιακού Κόλπου και οι πολίτες του - Όλοι μαζί μπορούμε...
 
3 synedrio elk ppt
3 synedrio elk ppt3 synedrio elk ppt
3 synedrio elk ppt
 
Αναβάθμιση ρομποτικού οχήματος, δυνατότητες και νέες μέθοδοι δειγματοληψίας π...
Αναβάθμιση ρομποτικού οχήματος, δυνατότητες και νέες μέθοδοι δειγματοληψίας π...Αναβάθμιση ρομποτικού οχήματος, δυνατότητες και νέες μέθοδοι δειγματοληψίας π...
Αναβάθμιση ρομποτικού οχήματος, δυνατότητες και νέες μέθοδοι δειγματοληψίας π...
 
Ο ρόλος του ΕΛΚΕΘΕ στη Φυσική Ωκεανογραφία της Ερυθράς θάλασσας.
Ο ρόλος του ΕΛΚΕΘΕ στη Φυσική Ωκεανογραφία της Ερυθράς θάλασσας. Ο ρόλος του ΕΛΚΕΘΕ στη Φυσική Ωκεανογραφία της Ερυθράς θάλασσας.
Ο ρόλος του ΕΛΚΕΘΕ στη Φυσική Ωκεανογραφία της Ερυθράς θάλασσας.
 

Recently uploaded

FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
Alison B. Lowndes
 
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
James Anderson
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance
 
Essentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersEssentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with Parameters
Safe Software
 
Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !
KatiaHIMEUR1
 
Assuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyesAssuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyes
ThousandEyes
 
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
Product School
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
Jemma Hussein Allen
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
Product School
 
PCI PIN Basics Webinar from the Controlcase Team
PCI PIN Basics Webinar from the Controlcase TeamPCI PIN Basics Webinar from the Controlcase Team
PCI PIN Basics Webinar from the Controlcase Team
ControlCase
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Ramesh Iyer
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
DianaGray10
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
Guy Korland
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Tobias Schneck
 
Generating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using SmithyGenerating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using Smithy
g2nightmarescribd
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
Sri Ambati
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
Elena Simperl
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Albert Hoitingh
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance
 

Recently uploaded (20)

FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
 
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
 
Essentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersEssentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with Parameters
 
Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !Securing your Kubernetes cluster_ a step-by-step guide to success !
Securing your Kubernetes cluster_ a step-by-step guide to success !
 
Assuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyesAssuring Contact Center Experiences for Your Customers With ThousandEyes
Assuring Contact Center Experiences for Your Customers With ThousandEyes
 
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
 
PCI PIN Basics Webinar from the Controlcase Team
PCI PIN Basics Webinar from the Controlcase TeamPCI PIN Basics Webinar from the Controlcase Team
PCI PIN Basics Webinar from the Controlcase Team
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
 
Generating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using SmithyGenerating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using Smithy
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
 

Συλλογή και αφομοίωση δεδομενων Glider κατά μήκος διατομής της θάλασσας της Λεβαντίνης. Hayes D.

  • 1. Collecting and Assimilating Glider Transects in the Levantine Sea May-August ‘09 data show Cyprus Eddy D. Hayes1, P. Testor2 , S. Dobricic3, G. Zodiatis1 1OceanographyCenter, University of Cyprus, Nicosia, Cyprus 2LOCEAN-IPSL/CNRS, Universite Pierre et Marie Curie, Paris, France 3INGV/CMCC, Bologna, Italy
  • 2. Goal: Accurate description of mean state ----> Improve Forecast Accuracy • Method • Collect high resolution temperature and salinity profiles over long periods in upper 1000 m (gliders) • Implement glider data assimilation (3DVAR) in operational regional model (CYCOFOS) • Results: • Cyprus eddy + Atlantic Water always found (>3/2009 with gliders) • Assimilation run shows difference from the control run • Analysis: • Cyprus Eddy dominates a complex circulation • Work needed to quantify improvement in forecast • Conclusions: • RT glider observations gliders unique: improve ocean forecasts
  • 3. Glider description • Battery-powered, buoyancy- driven • 25-50 cm/s, 16-45o slope • CTD, oxygen, fluorescence, optical backscatter, currents • surface transmit/receive for data and instructions every 5h. • 1000 m dive capability Photo: A. Hannides
  • 4. Seaglider description • Low-drag fairing over hull of compressibility ~= seawater • Lithium batteries, ~6 mo life (4600 km or 650 dives to 1km) • Iridium satellite phone for data, instruction transfer • Controlled with file exchange (commands, waypoints, configuration) Photo: U of Washington
  • 5. Missions Accomplished • Since March 2009, over 1930 dives (3860 profiles) • Most to 1000 m
  • 6. EYE of the Levantine TS properties • Depth-ave velocity, Max 30 cm/s • Anti-cyclonic • Radius ~40km • November 2009 to January 2010 • Near Eratosthenes Seamount
  • 7. EYE of the Levantine (12/2009) • Sampling the warm core Cyprus Eddy • Labs: LOCEAN, LOV (fr), OGS (it), ULB (be), UCY-OC (cy) • Gliders: physical and biogeochemical context for shipborne measurements – 6 gliders deployed from Limassol – 2 profiling floats – 4 surface drifters – shipborne measurements by CYBO (Cyprus), TARA (French), Merian (German)
  • 8. EYE of the Levantine (12/2009) • Sampling the warm core Cyprus Eddy • Labs: LOCEAN, LOV (fr), OGS (it), ULB (be), UCY-OC (cy) • Gliders: physical and biogeochemical context for shipborne measurements – 6 gliders deployed from Limassol – 2 profiling floats – 4 surface drifters – shipborne measurements by CYBO (Cyprus), TARA (French), Merian (German)
  • 9. EYE of the Levantine Glider (Atalanta) • 23 Nov-1 Dec 2009 • Salinity (top) • Temperature (mid) • Dissolved Oxygen (bot) • Asymmetric: south branch of core more focused
  • 10. EYE of the Levantine Glider Comparisons with MS Merian • 10 stations 4-5 Jan 2010 • Dives 170-250 7-31 Jan 2010 • 14-22 Jan 2010 • Depth-average currents from glider • Geostrophic Velocity (top) and (1000m) and from ADCP (800m) ADCP (bottom) 0
  • 11.
  • 12. OceanVar Dobricic and Pinardi, 2008 • Calculates T and S residuals (model ―background‖ minus observations) at every time step data are present • After POM, calculates ―correction‖ T and S based on residuals in window (1.5d) • Applies corrections at the beginning of the next run (20 time steps). Glider (red) and model (blue) S,T profiles Difference (black) and correction (green) 8 Dec 2009
  • 13. Results • Numerical flow ―hindcast‖ simulation: Nov. 2009-April 2010 • Daily update of surface forcing and open boundary conditions • Quantify the value of 1 glider, vs 6 gliders, vs floats+ships+gliders • EYE experiment (so far only 0 and 1 completed) Corrections on S and T at 300 m 8 Dec 2009
  • 14. Results • Numerical flow ―hindcast‖ simulation: Nov. 2009-April 2010 • Correction to T at 280 m • Glider positions • DAILY
  • 15. Results • EYE experiment assimilating only one glider‘s T, S profiles • Sea surface elevation map at end of simulation: 19 April 2012 No assimilating Assimilating glider data The difference
  • 16. Discussion • Quantify the value of 1 glider, vs 6 gliders, vs floats+ships+gliders • EYE experiment (so far only 0 and 1 completed—see difference below) • See problem at BC
  • 17. Discussion • Quantify the value of 1 glider, vs 6 gliders, vs floats+ships+gliders • EYE experiment (so far only 0 and 1 completed—see difference below) • See problem at BC
  • 18. Work in Progress Operational Data Assimilation—TODAY: Glider mission and simulations: 16 December 2011 to present Assimilated in CYCOFOS, compared to control run
  • 19. Work in Progress Operational Data Assimilation—TODAY: Salinity at 360 m for control run (L) and D/A run (R) for this Wednesday Need to quantify the improvement by comparing to independent data E.G.: SST, XBT, SLA+MDT, cruise CTD/ADCP
  • 20. Future Work • New FP7 project, GROOM, has started. • Goal: to design a European Glider Infrastructure. • Heavily based on existing, but integrated and improved.‘ • Recommend payloads, protocols, operation centers, etc. • Support policy AND research • monitoring for parameter ‗X‘ • availability for process study ‗Y Photo: TARA Oceans
  • 21. Conclusions • Gliders improve forecasting skill • Quantifying the improvement is not done yet • Eastern Levantine highly variable and full of mesoscale: need real time data Acknowledgements • Funding: FP7-ECOOP, FP7-GROOM, Cyprus RPF and UCY, TARA/Oceans. • Colleagues: MFS, U of Athens (ALERMO and Skiron providers) • Launch/recovery support: Department of Fisheries and Marine Research Photo: A. Hannides