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            <gco:CharacterString>Cite this dataset as: Xue, H. (2021) Passive particle runs, larval movement, sea surface temperature, and velocity videos from Gulf of Maine coastal models from May to September of 2014. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 3) Version Date 2021-10-06 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/707065 [access date]</gco:CharacterString>
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        <gco:CharacterString>Dataset Description: Details of the model output animations and metadata are available in a data table served from this landing page.  See the &amp;quot;Data Files&amp;quot; section to download a zip file containing &amp;quot;Coastal Gulf of Maine model output and documentation.&amp;quot; Methods and Sampling: &amp;lt;p&amp;gt;The two coastal models are based on the Finite Volume Coastal Ocean Model (FVCOM) version 2.7, and the results from both models are (will continue to be) validated using a combination of datasets, including temporal data of sea surface height, temperature, salinity and current velocity as well as spatial distributed current profiles and CTD transects in both cross-shelf and along shelf directions (see the datasets from linked projects). The predicted particle trajectories are calculated using the FVCOM i-state configuration model (FISCM), an offline Lagrangian model developed by Geoff Cowles of the University of Massachusetts Dartmouth.&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Code used to generate these output is currently being documented. &amp;amp;nbsp;It will be made available at the end of the project.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;For more information about FVCOM see:&amp;amp;nbsp;&amp;lt;a href=&amp;quot;http://fvcom.smast.umassd.edu/fvcom/&amp;quot;&amp;gt;http://fvcom.smast.umassd.edu/fvcom/&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt;</gco:CharacterString>
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&lt;p&gt;Existing larval transport models focus mainly on along-shelf transport and have done little to explicitly incorporate the effects of cross-shelf mixing and transport processes. Yet cross-shelf transits (both outgoing and incoming legs) are critical components of the dispersal paths of coastal invertebrates. This project will explore the role of cross-shelf mixing in the connectivity of blue mussel populations in eastern Maine. Previous work has shown that the Eastern Maine Coastal Current (EMCC) begins to diverge from shore southwest of the Grand Manan Channel and creates a gradient in cross-shelf mixing and larval transport, with cross-shelf mixing being more common on the northeastern end, episodic in the transitional middle area, and then becoming rare in the southwestern half of the region of the Gulf of Maine. As a result, the investigators predict that northeastern populations of mussels are seeded mostly from up-stream sources, while a significant component of self-seeding (local retention) exists in southwestern populations. Larvae settling in the intervening bays are expected to be derived from a mixture of local and up-stream sources. Using a combined empirical and theoretical approach hydrographic, current profile, and larval vertical migration data will be collected and used to develop and validate a high-resolution coastal circulation model coupled to a model of larval behavior. The investigators will model simulations in different years using the empirical data from mussel reproductive output and spawning times. Connectivity predicted from this model will be then tested against independent empirical estimates of connectivity based on trace element fingerprinting for larvae which can be connected to specific natal habitats. Regions of agreement and discrepancy in the model will be identified to guide additional data collection and model refinement. This iterative process will ensure an understanding of both larval transport patterns and processes, and provide estimates of inter-annual variability in connectivity for blue mussel populations in the Gulf of Maine.&lt;/p&gt;</gco:CharacterString>
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&lt;p&gt;The overarching hypothesis of this project is that regional differences in community-level processes are driven by very different patterns of population connectivity and recruitment in a few key species, and that these differences are ultimately caused by regional variation in temperature and food availability and mediated by physical larval transport processes. Hence, the project will test the following hypotheses with manipulative field experiments, field sampling, connectivity estimates, and integrative modeling:&lt;br /&gt;
1) Locally-dispersing species dominate dynamics in regions with a net export of planktonic larvae (Northern GoM), while species with planktonic larvae dominate the dynamics in regions with high settlement and extensive connectivity among populations (Southern GoM).&lt;br /&gt;
2) Settlement density of species with planktonic larvae increases from northern to southern regions in accord with regional variation in food availability.&lt;br /&gt;
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&lt;p&gt;At 18 different sites in the GoM across ~ 600 km, surveys will evaluate variation in recruitment, food availability and secondary productivity and experiments will assess community processes in wave-exposed and sheltered habitats. We will use hydrographic, current profile, and larval vertical distribution surveys to collect data for coupled larval/circulation models. Population connectivity will be both modeled and empirically evaluated (for one species) using elemental fingerprinting. A spatially explicit metacommunity model will integrate across all project components and test the relative importance of regional and local processes in controlling community organization and dynamics.&lt;/p&gt;</gco:CharacterString>
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There are a total of 20 particle runs, 4 per month in May, June, July, August and September 2014. 

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&amp;lt;p&amp;gt;Code used to generate these output is currently being documented. &amp;amp;nbsp;It will be made available at the end of the project.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;For more information about FVCOM see:&amp;amp;nbsp;&amp;lt;a href=&amp;quot;http://fvcom.smast.umassd.edu/fvcom/&amp;quot;&amp;gt;http://fvcom.smast.umassd.edu/fvcom/&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt;</gco:CharacterString>
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* data version 2: 2018-11-26 replaces data version 1 and adds an additional animation of real time larval tracking&amp;lt;br /&amp;gt;
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