Fatigue life estimation from bi-modal and tri-modal PSDs Frank Sherratt.
Variability in Plankton and Particle Size Distributions (PSDs) in different ocean basins Romagnan,...
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Transcript of Variability in Plankton and Particle Size Distributions (PSDs) in different ocean basins Romagnan,...
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Variability in Plankton and Particle Size Distributions (PSDs) in different ocean basins
Romagnan, J.B., Roullier, F., Guidi, L., Forest A., Vandromme, P., Picheral, M., Jackson, G., Checkley, D., Stemmann, L.
UPMC Université Paris 06, UMR7093, Laboratoire d’Océanographie de Villefranche,
Takuvik Joint International Laboratory, Université Laval (Canada) - CNRS (France),
Department of Oceanography Texas A&M
Scripps Institution of Oceanography, University of California,
SS72: Studies of Zooplankton and other Particles using Optical Instruments
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The same questions, new toolsThe same questions, new tools
What (species, size)?
How many ?
What are they doing ?
PLANKTONVictor Hensen (1835 - 1924)
MARINE SNOWSuzuki and Kato, 1953
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Particle-zooplankton interactions in the ocean using new tools
(images, optics)
Particle-zooplankton interactions in the ocean using new tools
(images, optics)
Stemmann and Boss, 2012in the Med Sea, zooplankton 15% of total objectsin the Arctic, zooplankton 1-50% of total objects
Jackson and Checkley, 2011in Monterey Bay, zooplankton 1-60% of all objects
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200 profils of the UVP4 (6 years of sampling) 50-1000m, no size measurments
Stemmann et al., 2008a and b
Sarcodines : an important component of macrozooplankton community (<40%). Definition of 9 provinces that fits Longhurst biogeochemical regions
Stemmann et al., 2008
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• to assess the vertical distribution of particles/zooplankton
• to assess the relative importance of crustacean/sarcodine
• impact of the nature of the trophic state, or of the geographical position on the observed patterns
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Sampling and Hardware (UVP6)Sampling and Hardware (UVP6)
1060 profiles (0-2000m, 50m3) 4 years of sampling
Mediterranean Sea: BOUM, TARA2009Atlantic: LOHAFEX, TARA 2010, TARA2012Arctic sea: MALINAPacific Ocean: OPEREX,GATEKEEPER, TARA 2011Indian Ocean: TARA 2010S. Indian Ocean: KEOPS2
Picheral et al., 2010
(Please see the HydroptiC stand for details)
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Computer assisted recognition and morphologyComputer assisted recognition and morphology
Vertical profiles of vignettes >500µm
TRAINING SET
Defining groups 1Cross-validation
2
Prediction by the model
Accuracy (confusion matrix)
PREDICTION in 5-10 groups
3 Manual validation in 15 taxa
Vandromme et al., 2012
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How accurate are the abundance and size estimates of zooplankton ?How accurate are the abundance and size estimates of zooplankton ?
Lab calibration
in situ validation MALINA (Forest et al., 2012)
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Mean concentration of main zooplankton taxa during all cruisesMean concentration of main zooplankton taxa during all cruises
0-200mParticles >80%Among livingSarcodines 45%Crustacean 30%Gelatinous carn. 10%Gelatinous filt. 5%Other 10%
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Zooplankton and particles abundances (0-200 m, ind m-3)Zooplankton and particles abundances (0-200 m, ind m-3)
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Mean vertical profiles of main zooplankton taxa during all cruisesMean vertical profiles of main zooplankton taxa during all cruises
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ResultsResults
0-200 m
200-1000 m
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Conclusion - PerspectivesConclusion - Perspectives
1. Imaging sensors are now available for global monitoring
2. Globally 80% of all objects >500µm are non living (marine snow+pellets)
3. Among living 40% are sarcodines, 30% crustaceans, but sarcodines mainly populate tropical waters (that were mainly visited)
1. Differentiate among groups
2. Relate zooplankton and particle size distributions to investigate the trophic and vertical couplings
3. Miniaturization of the UVP5 to equipped profiling floats
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Thank you
By the way, do you know what they are ???
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System Where Technology Size-spectra Reference
LISST Lab/in situ Laser 1.25 – 500 μm
Karp-Boss et al. 2007
LOPC lab/in situ Laser beams 100 – 3000 Herman et al. 2004
HoloMar in situ Holography 5 – 250 μm Katz et al. 1999
SIPPER in situ Linescan-Camera >100 µm Samson et al. 2001
UVP in situ Camera CCD 100 – few cm Picheral et al. 2010
Par Cam in situ Camera Wefer and Ratmeyer, 1996; Iversen et al., 2001
VPR in situ Camera 100 – 1 cm Davis et al. 1992
ISIIS in situ Line scanning camera
100-few cm Cowen and Guigand, 2008
Non exhaustive review of instruments sizing particles used in marine systems Non exhaustive review of instruments sizing particles used in marine systems
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0-200mSarcodines 45%Crustacean 30%Gelatinous carn. 10%Gelatinous filt. 5%Other 10%
200-1000mSarcodines xx%Crustacean xx%Gelatinous carn. xx%Gelatinous filt. x%Other xx%
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