Biological data extraction from imagery - How far can we go? A case study from the Mid-Atlantic Ridge.

In the past few decades, hydrothermal vent research has progressed immensely, resulting in higher-quality samples and long-term studies. With time, scientists are becoming more aware of the impacts of sampling on the faunal communities and are looking for less invasive ways to investigate the vent ecosystems. In this perspective, imagery analysis plays a very important role. With this study, we test which factors can be quantitatively and accurately assessed based on imagery, through comparison with faunal sampling. Twelve instrumented chains were deployed on the Atlantic Eiffel Tower hydrothermal edifice and the corresponding study sites were subsequently sampled. Discrete, quantitative samples were compared to the imagery recorded during the experiment. An observer-effect was tested, by comparing imagery data gathered by different scientists. Most factors based on image analyses concerning Bathymodiolus azoricus mussels were shown to be valid representations of the corresponding samples. Additional ecological assets, based exclusively on imagery, were included.

[1]  J. Childress,et al.  Biogeochemistry of hydrothermal vent mussel communities: the deep-sea analogue to the intertidal zone , 1994 .

[2]  Dana R. Yoerger,et al.  Deep submergence synergy: Alvin and ABE explore the gálapagos rift at 86°W , 2003 .

[3]  Stuart Robson,et al.  The accuracy and precision of underwater measurements of length and maximum body depth of southern bluefin tuna (Thunnus maccoyii) with a stereo-video camera system , 2003 .

[4]  D. Jollivet,et al.  Spatial and temporal variations of recruitment in the tube worm Riftia pachyptila on the East Pacific Rise (9°50¹N and 13°N) , 2002 .

[5]  Juan de Fuca.  Mosaic community dynamics on Juan de Fuca Ridge sulphide edifices : substratum , temperature and implications for trophic structure , 2011 .

[6]  H. Nemeschkal,et al.  Hydrothermal vent meiobenthos associated with mytilid mussel aggregations from the Mid-Atlantic Ridge and the East Pacific Rise , 2006 .

[7]  B. H. Magorrian.  Analysis of underwater visual data to identify the impact of physical disturbance on horse mussel (Modiolus modiolus) beds , 1998 .

[8]  C. Fisher.  Toward an Appreciation of Hydrothennal‐Vent Animals: Their Environment, Physiological Ecology, and Tissue Stable Isotope Values , 2013 .

[9]  P. Tyler,et al.  Subannual Temporal Variation in Faunal Distributions at the TAG Hydrothermal Mound (26° N, Mid‐Atlantic Ridge) , 1999 .

[10]  J. Childress,et al.  Temporal change in megafauna at the Rose Garden hydrothermal vent (Galapagos Rift; eastern tropical Pacific) , 1988 .

[11]  Adrian G. Glover,et al.  Community dynamics over 14 years at the Eiffel Tower hydrothermal edifice on the Mid‐Atlantic Ridge , 2011 .

[12]  Delaney,et al.  Biological and geological dynamics over four years on a high-temperature sulfide structure at the Juan de Fuca Ridge hydrothermal observatory , 1997 .

[13]  G. Massoth,et al.  Habitat, growth and physiological ecology of a basaltic community of Ridgeia piscesae from the Juan de Fuca Ridge , 2003 .

[14]  Community Structure , 2014, Encyclopedia of Social Network Analysis and Mining.

[15]  R. Cosel,et al.  Life‐history traits of the symbiotic scale‐worm Branchipolynoe seepensis and its relationships with host mussels of the genus Bathymodiolus from hydrothermal vents , 2007 .

[16]  A. Colaço,et al.  Nutritional relations of deep-sea hydrothermal fields at the Mid-Atlantic Ridge : a stable isotope approach , 2002 .

[17]  D. Jollivet,et al.  Videoscopic study of deep-sea hydrothermal vent alvinellid polychaete populations: biomass estimation and behaviour , 1993 .

[18]  J. Sarrazin,et al.  Biological characteristics of a hydrothermal edifice mosaic community , 1999 .

[19]  M. Lilley,et al.  Temporal and spatial patterns of biological community development at nascent deep-sea hydrothermal vents (9°50 N, East Pacific Rise) , 1998 .

[20]  S. Goffredi,et al.  Biogeography and Ecological Setting of Indian Ocean Hydrothermal Vents , 2001, Science.

[21]  D. Miller,et al.  Mid Atlantic Ridge , 1994 .

[22]  A. Gebruk,et al.  The hydrothermal vent community of a new deep-sea field, Ashadze-1, 12°58′N on the Mid-Atlantic Ridge , 2010, Journal of the Marine Biological Association of the United Kingdom.

[23]  V. Tunnicliffe.  The biology of hydrothermal vents : Ecology and evolution , 1991 .

[24]  N. Dubilier,et al.  A dual symbiosis shared by two mussel species, Bathymodiolus azoricus and Bathymodiolus puteoserpentis (Bivalvia: Mytilidae), from hydrothermal vents along the northern Mid-Atlantic Ridge. , 2006, Environmental microbiology.

[25]  H. Singhb,et al.  A dual sensor device to estimate fluid flow velocity at diffuse hydrothermal vents , 2010 .

[26]  M. Tsurumi.  Diversity at hydrothermal vents , 2003 .

[27]  J. Sarrazin,et al.  Mosaic community dynamics on Juan de Fuca Ridge sulphide edifices : substratum, temperature and implications for trophic structure , 2002 .

[28]  Verena Tunnicliffe,et al.  Observations on the effects of sampling on hydrothermal vent habitat and fauna of Axial Seamount, Juan de Fuca Ridge , 1990 .

[29]  C. L. Van Dover,et al.  Spatial and interannual variation in the faunal distribution at Broken Spur vent field (29°N, Mid-Atlantic Ridge) , 1997 .

[30]  S. Juniper,et al.  Feeding and territorial behavior of Paralvinella sulfincola, a polychaete worm at deep-sea hydrothermal vents of the Northeast Pacific Ocean , 2006 .

[31]  A. Warén,et al.  Migration, Isolation, and Speciation of Hydrothermal Vent Limpets (Gastropoda; Lepetodrilidae) Across the Blanco Transform Fault , 2006, The Biological Bulletin.

[32]  C. Fisher,et al.  Distribution of diffuse flow megafauna in two sites on the Eastern Lau Spreading Center, Tonga , 2009 .

[33]  J. G. Norris,et al.  Estimating basal area coverage of subtidal seagrass beds using underwater videography , 1997 .

[34]  Robert R. Hessler,et al.  Spatial and temporal variation of giant clams, tube worms and mussels at deep-sea hydrothermal vents , 1985 .

[35]  J. Dreyer,et al.  Development of macrofaunal community structure in mussel beds on the northern East Pacific Rise , 2005 .

[36]  S. Juniper,et al.  Deep-Sea Hydrothermal Vent Communities at 13°N on the East Pacific Rise: Microdistribution and Temporal Variations , 2013 .

[37]  P. Tyler,et al.  Hydrothermal faunal assemblages and habitat characterisation at the Eiffel Tower edifice (Lucky S , 2011 .

[38]  Adrian G. Glover,et al.  Distribution and spatial variation of hydrothermal faunal assemblages at Lucky Strike (Mid-Atlantic Ridge) revealed by high-resolution video image analysis , 2009 .

[39]  L. Mullineaux.  Deep-Sea Hydrothermal Vent Communities , 2013 .

[40]  H. M. Page,et al.  Experimental evidence for filter-feeding by the hydrothermal vent mussel, Bathymodiolus thermophilus , 1991 .

[41]  G. Massoth,et al.  In situ growth of the vestimentiferan Ridgeia piscesae living in highly diffuse flow environments in the main Endeavour Segment of the Juan de Fuca Ridge , 1998 .

[42]  L. Germanovich,et al.  The first measurements of hydrothermal heat output at 9°50′N, East Pacific Rise , 2006 .

[43]  A. Grémare,et al.  Relationship between filtration activity and food availability in the Mediterranean mussel Mytilus galloprovincialis , 2007 .

[44]  J. Sarrazin,et al.  Remote sensing of organism density and biomass at hydrothermal vents , 1998 .

[45]  J. Stecher,et al.  Population characteristics of abundant bivalves (Mollusca, Vesicomyidae) at a sulphide-rich seafloor site near Lihir Island, Papua New Guinea , 2003 .

[46]  Jaume Piera,et al.  Hierarchical segmentation-based software for cover classification analyses of seabed images (Seascape) , 2011 .

[47]  J. Sarrazin,et al.  Diversity and function in microbial mats from the Lucky Strike hydrothermal vent field. , 2011, FEMS microbiology ecology.

[48]  P. Sarradin,et al.  A review of the distribution of hydrothermal vent communities along the northern Mid-Atlantic Ridge: dispersal vs. environmental controls , 2000, Hydrobiologia.

[49]  C. Devey,et al.  Responsible Science at Hydrothermal Vents , 2007 .

[50]  G. Massoth,et al.  Biological colonization of new hydrothermal vents following an eruption on Juan de Fuca Ridge , 1997 .

[51]  J. Sarrazin,et al.  Community structure and temperature dynamics within a mussel assemblage on the Southern East Pacific Rise , 2006 .

[52]  Robert K. Colwell,et al.  Quantifying biodiversity: procedures and pitfalls in the measurement and comparison of species richness , 2001 .

[53]  H. U. Riisgård,et al.  Regulation of opening state and filtration rate in filter-feeding bivalves (Cardium edule, Mytilus edulis, Mya arenaria) in response to low algal concentration , 2003 .

[54]  D. Yoerger,et al.  Deep submergence synergy , 2003 .

[55]  D. Desbruyéres.  Temporal variations in the vent communities on the East Pacific Rise and Galápagos Spreading Centre : a review of present knowledge , 1998 .

[56]  J. Trask,et al.  Diversity at deep-sea hydrothermal vent and intertidal mussel beds , 2000 .

[58]  Raymond W. Lee,et al.  Role of thermal conditions in habitat selection by hydrothermal vent gastropods , 2005 .

[59]  J. Sarrazin,et al.  Measure and mis-measure of species diversity in deep-sea chemosynthetic communities , 2010 .

[60]  D. Desbruyéres,et al.  Population structure and recruitment in mytilid bivalves from the Lucky Strike and Menez Gwen hydrothermal vent fields (37°17\'N and 37°50\'N on the Mid-Atlantic Ridge) , 1998 .

[61]  Robert A. Sohn,et al.  Assessment of decadal-scale ecological change at a deep Mid-Atlantic hydrothermal vent and reproductive time-series in the shrimp Rimicaris exoculata , 2007, Journal of the Marine Biological Association of the United Kingdom.

[62]  C. Vetriani,et al.  Hydrothermal Vent Mussel Habitat Chemistry, Pre- and Post-Eruption at 9°50′North on the East Pacific Rise , 2008 .

[63]  P. Sarradin,et al.  Variations in deep-sea hydrothermal vent communities on the Mid-Atlantic Ridge near the Azores plateau , 2001 .

[64]  V. Tunnicliffe,et al.  Characteristics of a hydrothermal vent assemblage on a volcanically active segment of Juan de Fuca Ridge, northeast Pacific , 2001 .

[65]  P. Sarradin,et al.  Size-dependent variations on the nutritional pathway of Bathymodiolus azoricus demonstrated by a C-flux model , 2008 .

[66]  C. Fisher,et al.  Composition of a One-Year-Old Riftia pachyptila Community Following a Clearance Experiment: Insight to Succession Patterns at Deep-Sea Hydrothermal Vents , 2004, The Biological Bulletin.

[67]  M. Meekan,et al.  Temporal patterns in coral assemblages on the Great Barrier Reef from local to large spatial scales , 2000 .

[68]  Daniel Mihai Toma,et al.  The New Seafloor Observatory (OBSEA) for Remote and Long-Term Coastal Ecosystem Monitoring , 2011, Sensors.

[69]  V. Tunnicliffe,et al.  Post-eruption succession of macrofaunal communities at diffuse flow hydrothermal vents on Axial Volcano, Juan de Fuca Ridge, Northeast Pacific , 2009 .

[70]  L. Godet,et al.  Scientists as Stakeholders in Conservation of Hydrothermal Vents , 2011, Conservation biology : the journal of the Society for Conservation Biology.

[71]  A. Warén,et al.  Temporal variation of currents, particulate flux and organism supply at two deep-sea hydrothermal fields of the Azores Triple Junction , 2008 .

[72]  A. Khripounoff,et al.  Near-bottom biological and mineral particle flux in the Lucky Strike hydrothermal vent area (Mid-Atlantic Ridge) , 2000 .