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            <gco:CharacterString>Cite this dataset as: Fuchs, H., Gerbi, G., Hunter, E., Christman, A. (2018) Processed data from Particle Imaging Velocimetry (PIV) observations of Tritia trivittata and Tritia obsoleta behavior in various flow tanks. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2018-07-12 [if applicable, indicate subset used]. doi:10.1575/1912/bco-dmo.739873 [access date]</gco:CharacterString>
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        <gco:CharacterString>Dataset Description: &amp;lt;p&amp;gt;These data are published in:&amp;lt;br /&amp;gt;
Fuchs, H.L., Gerbi, G.P, Hunter, E.J., &amp;amp;amp; Christman, A.J. (2018, in press). Waves cue distinct behaviors and differentiate transport of congeneric snail larvae from sheltered versus wavy habitats. Proceedings of the National Academy of Sciences. doi: &amp;lt;a href=&amp;quot;https://doi.org/10.1073/pnas.1804558115&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;10.1073/pnas.1804558115&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The dataset includes processed data from Particle Imaging Velocimetry (PIV) observations of &amp;lt;em&amp;gt;Tritia trivittata&amp;lt;/em&amp;gt; and&amp;lt;em&amp;gt;&amp;amp;nbsp;Tritia obsoleta&amp;lt;/em&amp;gt;. For each experiment, replicates are pooled, and instantaneous observations from larval trajectories are condensed into tabular format.&amp;amp;nbsp;Data were collected from 21 June, 2012 to 10 July, 2014 at&amp;amp;nbsp;Rutgers' Department of Marine and Coastal Sciences.&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;Larvae were observed in grid-stirred turbulence and in three devices producing simpler flows dominated by strain, vorticity, or acceleration. The three simpler flow devices were operated either vertically or horizontally. In each device, multiple forcing frequencies were used so that larvae experienced a broad range of physical signals with intensities representative of most ocean regions.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;In each device, larvae were gently added along with 10&amp;lt;sup&amp;gt;5&amp;lt;/sup&amp;gt; cells mL&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt; algae (~18 μm preserved &amp;lt;em&amp;gt;Thalassiosira weissflogii&amp;lt;/em&amp;gt;; Reed Mariculture) used as flow tracers. Movements of larvae and flow were measured simultaneously using 2-dimensional (2D), infrared particle-image velocimetry (PIV). The PIV system consisted of a 4 megapixel CCD camera (FlowSense, Dantec Dynamics) with a 100 mm lens (Tokina) and a pulsed diode laser (NanoPower 4W or 7W, 808 nm) with a ~2 mm beam width. Image sizes and locations varied among flow tanks (Fig. S1, Fuchs et al. 2018). After an initial 10-20 min acclimation period, larvae were observed in still water for 5 min, and then four or five flow treatments were applied in random order with ≥10 min of no oscillation between successive treatments. Each treatment included a 10 min spin-up period for the flow to become stationary (statistically invariant in time) followed by 5—20 min of recording.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/54930.rdf" xlink:title="OCE-1060622" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1060622 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1060622</gmx:Anchor>
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                            <gco:CharacterString>&lt;p&gt;This study will investigate how snail larvae from distinct habitats respond to fluid mechanical cues in turbulence and surface gravity waves. Turbulence and waves are common features of coastal flows and may provide larvae with behavior cues that aid transport toward specific flow regimes or habitats. Turbulence induces some mollusk larvae to sink more frequently, but the detection mechanism and the response to waves are unknown. Larvae may sense spatial velocity gradients (strain rate and vorticity) or acceleration. Larvalscale flows are affected differently by turbulence and waves, because turbulence can generate larger strain rates and vorticity but waves can generate larger accelerations. Larvae that sense multiple flow characteristics may be able to distinguish between turbulence-dominated coastal embayments and wave-dominated regions of the continental shelf. In this study, larval behaviors will be quantified in several devices that generate steady strain rates and vorticity, simple acceleration, homogeneous turbulence, and complex flow with turbulence plus waves. Data will be used to develop stochastic models of larval behavior as a function of hydrodynamics and to test hypotheses about ecological and size-based controls on behavior.&lt;/p&gt;
&lt;p&gt;The proposed research addresses several fundamental aspects of larval behavior and the ecological impacts of turbulence and waves:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Novel approaches for insights on behavioral signaling:&lt;/strong&gt; Two-phase infrared particle-image velocimetry techniques will be applied in multiple flow tanks to study effects of both turbulence and waves at the larval scale. Statistical protocols will be developed for converting behavior observations into empirical models, laying the groundwork for careful integration of more complex behaviors with physical circulation models. Results will identify the key fluid characteristics affecting behavior in species from intertidal and shelf habitats.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Impact of waves on behavior:&lt;/strong&gt; Many habitats are influenced or even dominated by waves, yet the potential for waves to provide a larval behavioral signal is unexplored. To our knowledge, this will be the first study of how larvae respond to the large accelerations present only in waves.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Role of behavior in dispersal:&lt;/strong&gt; Benthic recruitment variability arises partly from vagaries of dispersal that result from larval responses to the physical environment. Turbulence and waves vary spatially and also temporally due to stratification, water depth, tides, and winds. Small-scale symptoms of turbulence and waves could elicit larval behaviors that contribute to differences in dispersal trajectories. This study will describe larval responses to hydromechanical cues that ultimately could explain considerable uncertainty in dispersal and recruitment.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Adaptation to physical environments:&lt;/strong&gt; Shears and acceleration are potential behavior signals that could be enhanced or dampened by human impacts such as boating, shoreline modification, or increased storms. If behaviors are tuned to specific flow regimes, larvae may have difficulty adapting  to changing marine environments. This work will be instrumental in assessing the potential ecological impacts of changing physical processes on larval behavior and dispersal.&lt;/li&gt;
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&lt;p&gt;In addition to the data contributed to BCO-DMO, addtional data resources include:&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;1. Particle image velocimetry data:&lt;/strong&gt; Metadata for digital image data will be archived on the project&lt;br /&gt;
web page hosted by Rutgers Institute of Marine and Coastal Sciences. Image data will be made&lt;br /&gt;
available on request after publication of results. The Rutgers library system is implementing a data&lt;br /&gt;
archiving system, and project metadata will also be stored on that system when it becomes available.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;2. Biological Data: &lt;/strong&gt;Adult snails will be collected from the intertidal zone and from the continental&lt;br /&gt;
shelf offshore of Tuckerton, New Jersey. Shelf samples will be collected by beam trawling from the&lt;br /&gt;
R/V Arabella. Two 1-day cruises will be scheduled in 2012 or later. Snails will be cultured and used&lt;br /&gt;
for spawning stock to produce larvae. Type specimens of all snails collected will be preserved in&lt;br /&gt;
ethanol and stored at Rutgers. Metadata for snail collections will be posted on the project web page.&lt;/p&gt;
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&amp;lt;p&amp;gt;In each device, larvae were gently added along with 10&amp;lt;sup&amp;gt;5&amp;lt;/sup&amp;gt; cells mL&amp;lt;sup&amp;gt;-1&amp;lt;/sup&amp;gt; algae (~18 μm preserved &amp;lt;em&amp;gt;Thalassiosira weissflogii&amp;lt;/em&amp;gt;; Reed Mariculture) used as flow tracers. Movements of larvae and flow were measured simultaneously using 2-dimensional (2D), infrared particle-image velocimetry (PIV). The PIV system consisted of a 4 megapixel CCD camera (FlowSense, Dantec Dynamics) with a 100 mm lens (Tokina) and a pulsed diode laser (NanoPower 4W or 7W, 808 nm) with a ~2 mm beam width. Image sizes and locations varied among flow tanks (Fig. S1, Fuchs et al. 2018). After an initial 10-20 min acclimation period, larvae were observed in still water for 5 min, and then four or five flow treatments were applied in random order with ≥10 min of no oscillation between successive treatments. Each treatment included a 10 min spin-up period for the flow to become stationary (statistically invariant in time) followed by 5—20 min of recording.&amp;lt;/p&amp;gt;</gco:CharacterString>
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&amp;lt;p&amp;gt;We used the PIV data to analyze larval swimming mechanics as a response to the instantaneous flow environments around individual larvae (Fuchs et al. 2013, 2015a, 2015b). The relevant hydrodynamic signals are the dissipation rate ε, strain rate γ, horizontal component of vorticity ξ, and fluid acceleration α. We calculated 2D approximations of these signals from fluid velocities and their gradients, interpolated in space and time to the larval observations.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Approximations for ε varied among flow tanks (Fuchs et al. 2013, 2015b). We also calculated the instantaneous fluid forces on individual larvae. The product of larval mass and acceleration is balanced by a vector sum of forces, including gravity, buoyancy, drag, Basset history forces, fluid acceleration, and the force that larvae exert to propel themselves (see Appendix of Fuchs et al. 2015b). Assuming larvae to be spherical, we computed all terms except propulsive force from measured velocities, larval size, and density (Fuchs et al. 2013), then solved the force balance equation for the propulsive force vector F&amp;lt;sub&amp;gt;v&amp;lt;/sub&amp;gt;, which indicates the magnitude and Cartesian direction of larval swimming effort. The propulsion direction was corrected to larval coordinates by estimating the vorticity-induced larval tilt angle ϕ (Fuchs 2013), and larvae were classified as &amp;quot;swimming&amp;quot; or &amp;quot;sinking/diving&amp;quot; if their propulsive force was directed upward (velum direction) or downward (shell direction), respectively, relative to the body axis.&amp;lt;/p&amp;gt;</gco:CharacterString>
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