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	<title>Chronicles of Zostera</title>
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	<description>scallops, crabs, and eelgrass, oh my!</description>
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		<title>Priming the larval pump!</title>
		<link>http://coz.southernfriedscience.com/?p=1004</link>
		<comments>http://coz.southernfriedscience.com/?p=1004#comments</comments>
		<pubDate>Fri, 03 May 2013 16:07:46 +0000</pubDate>
		<dc:creator>JohnnyScallops</dc:creator>
				<category><![CDATA[bay scallops]]></category>
		<category><![CDATA[Research posts]]></category>
		<category><![CDATA[Restoration]]></category>

		<guid isPermaLink="false">http://coz.southernfriedscience.com/?p=1004</guid>
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<p>So anyone following my blog knows that I was actively involved in the bay scallop restoration efforts in Long Island.  To refresh, scallop populations supported a vibrant fishery in NY until the mid 1980s, when populations crashed due to the first occurrence of a brown tide bloom, and recurrent brown tides pushed scallops to the brink <span style="color:#777"> . . . &#8594; Read More: <a href="http://coz.southernfriedscience.com/?p=1004">Priming the larval pump!</a></span>]]></description>
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<p>So anyone following my blog knows that I was actively involved in the bay scallop restoration efforts in Long Island.  To refresh, scallop populations supported a vibrant fishery in NY until the mid 1980s, when populations crashed due to the first occurrence of a <a href="http://peconice.ipower.com/BrownTide.html" target="_blank">brown tide bloom</a>, and recurrent brown tides pushed scallops to the brink of local extinction.  The brown tide has not occurred in the Peconic Estuary since 1995 (although <a href="http://coz.southernfriedscience.com/?p=801" target="_blank">it still occurs on Long Island waters</a>), so in 2006, restoration efforts started to help jump-start local scallop populations in the Peconics.</p>
<div id="attachment_1007" class="wp-caption alignnone" style="width: 317px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2013/05/Picture2.png"><img class="size-medium wp-image-1007" alt="Commercial bay scallop landings and Brown tide occurrence " src="http://coz.southernfriedscience.com/wp-content/uploads/2013/05/Picture2-300x223.png" width="307" height="227" /></a><p class="wp-caption-text">Commercial bay scallop landings and Brown tide occurrence</p></div>
<p>These efforts sought to boost spawning stock and concentrate high densities of scallops in close proximity to enhance fertilization and reproductive success.  The idea was that low population densities of adults were limiting reproduction, which was subsequently limiting larval supply and recruitment.  The restoration efforts sought to boost adult populations by establishing spawner sanctuaries using an <a href="http://coz.southernfriedscience.com/?p=27" target="_blank">array of lantern nets</a> or by <a href="http://coz.southernfriedscience.com/?p=34" target="_blank">high density on bottom restoration</a>.  You can watch a number of videos on these efforts <a href="http://coz.southernfriedscience.com/?p=81" target="_blank">here</a>, or watch the <a href="http://video.foxnews.com/v/1301157980001/" target="_blank">Fox News piece belo</a>w:<script type="text/javascript" src="http://video.foxnews.com/v/embed.js?id=1301157980001&amp;w=466&amp;h=263"></script></p>
<p>&lt;script type=&#8221;text/javascript&#8221; src=&#8221;http://video.foxnews.com/v/embed.js?id=1301157980001&amp;w=466&amp;h=263&#8243;&gt;&lt;/script&gt;&lt;noscript&gt;Watch the latest video at &lt;a href=&#8221;http://video.foxnews.com&#8221;&gt;video.foxnews.com&lt;/a&gt;&lt;/noscript&gt;</p>
<p>The restoration efforts had been very successful &#8211; every year we see higher numbers of scallop spat than the year before (despite the same effort), and the results have translated to scallops on the bottom and to the fishery.  Recently, our group was able to publish some of our findings in <a href="http://www.int-res.com/abstracts/meps/v478/p153-172/" target="_blank">Marine Ecology Progress Series</a>.</p>
<p>We were able to demonstrate at all sites annual increases in the mean<a href="http://coz.southernfriedscience.com/?p=9" target="_blank"> spat</a> per bag &#8211; that means, each year post-restoration, we saw greater numbers of baby scallops in our collectors.  This occurred not only in our basins where we actively did restoration, such as Orient Harbor and Hallock Bay, but also in nearby basins with no active restoration efforts, such as Northwest Harbor.</p>
<div class="wp-caption alignnone" style="width: 555px"><img title="Orient Harbor" alt="" 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" width="545" height="473" /><p class="wp-caption-text">A figure from our MEPS paper, illustrating the annually increasing densities of scallop spat in Orient Harbor. The cross denotes the site of a large lantern net spawner sanctuary.</p></div>
<p>In fact, scallop spat abundance increased up to 3000% of pre-restoration levels.  This was despite that none of the environmental parameters had changed from the 10 years prior to restoration beginning to the 5 post-restoration years we examined for this study.  Environmental variables could possibly influence the amount of larvae produced and larval survival.  However, temperature, chlorophyll (a proxy for food), nitrogen, monthly rainfall and salinity were not different between the 2 time periods.  This suggests that the restoration efforts played an important role in helping to increase the larval availability.  In essence, we &#8220;primed the larva pump!&#8221;</p>
<div class="wp-caption alignnone" style="width: 428px"><img title="Environmental variables" alt="" src="data:image/png;base64,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" width="418" height="560" /><p class="wp-caption-text">Environmental variables for the pre-restoration period (1996-2006) and the post-restoration period (2007-2010).</p></div>
<p>Obviously, we were expecting these results and were very excited that we were able to eliminate other possibilities of increased larval supply.  Additionally, the dates of peak settlement for the most part lined up with our estimates of spawning dates and settlement.<br />
This doesn&#8217;t mean much, however, if it isn&#8217;t translating to the bottom, since we collect these scallops in spat collectors hanging in the water column.  Many sources of mortality, but primarily predation, can occur from the time the scallop settles on the bottom to the time it can spawn and then contribute to the fishery.  I focused most of my <a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/08/John-M-Carroll-Dissertation.pdf" target="_blank">dissertation</a> research on <a href="http://coz.southernfriedscience.com/?p=23" target="_blank">habitat and predation on scallops</a>.  Some of the cool things from that research suggests that patchy seagrass might not be detrimental to scallop populations and that an <a href="http://coz.southernfriedscience.com/?p=498" target="_blank">invasive species </a>might be a suitable alternative habitat.  So, despite limited seagrass in our restoration estuary, we have seen increases in scallops on the bottom.</p>
<p>&nbsp;</p>
<div id="attachment_1008" class="wp-caption alignnone" style="width: 378px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2013/05/Picture1.png"><img class=" wp-image-1008  " alt="On bottom increases in scallop densities post restoration" src="http://coz.southernfriedscience.com/wp-content/uploads/2013/05/Picture1-1024x821.png" width="368" height="296" /></a><p class="wp-caption-text">On bottom increases in scallop densities post restoration</p></div>
<p>And in many of the basins, these increases in on bottom densities in the fall correlates with the increases in spat fall during the spring of that same year.</p>
<div id="attachment_1009" class="wp-caption alignnone" style="width: 415px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2013/05/Picture3.png"><img class=" wp-image-1009  " alt="Relationship between seed scallop densities in the fall on the bottom in Orient Harbor and the spat per bag landings from the spring." src="http://coz.southernfriedscience.com/wp-content/uploads/2013/05/Picture3.png" width="405" height="289" /></a><p class="wp-caption-text">Relationship between seed scallop densities in the fall on the bottom in Orient Harbor and the spat per bag landings from the spring.</p></div>
<p>We are currently preparing this data for a manuscript, showing the subsequent increases in on bottom densities, fishery yield and the economic benefits of the restoration efforts.  Hopefully, the success of this project and the information gathered will help other restoration efforts on Long Island, such as the<a href="http://www.shinnecockbay.org/index.html" target="_blank"> Shinnecock Bay Restoration Project</a> (w<a href="http://coz.southernfriedscience.com/?p=963" target="_blank">hich I have blogged about</a> ) and elsewhere.  I am hoping to turn some of the things I learned with this project (and the many various side projects) to my oyster work here in NC, although I also plan to keep working with scallops.</p>
<p>More to come, so stay tuned!</p>

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			<wfw:commentRss>http://coz.southernfriedscience.com/?feed=rss2&#038;p=1004</wfw:commentRss>
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		<item>
		<title>Benthic Ecology Meetings: Multiple Predator Edition</title>
		<link>http://coz.southernfriedscience.com/?p=992</link>
		<comments>http://coz.southernfriedscience.com/?p=992#comments</comments>
		<pubDate>Wed, 20 Mar 2013 20:17:22 +0000</pubDate>
		<dc:creator>JohnnyScallops</dc:creator>
				<category><![CDATA[Crabs]]></category>
		<category><![CDATA[Experiments]]></category>
		<category><![CDATA[marine ecology]]></category>
		<category><![CDATA[predation]]></category>
		<category><![CDATA[Research posts]]></category>

		<guid isPermaLink="false">http://coz.southernfriedscience.com/?p=992</guid>
		<description><![CDATA[
<p></p>
<p>I realize that I have not made a blog post in a very long time.  My apologies to any followers I still have left.  Today marks the opening day of the 42nd Annual Benthic Ecology Meeting, and I figured it was as good a time as any to make a new blog post.  Afterall, I have <span style="color:#777"> . . . &#8594; Read More: <a href="http://coz.southernfriedscience.com/?p=992">Benthic Ecology Meetings: Multiple Predator Edition</a></span>]]></description>
				<content:encoded><![CDATA[
<p><a href="http://coz.southernfriedscience.com/wp-content/uploads/2013/03/bemheaderREVISED.jpg"><img class="alignnone size-medium wp-image-999" alt="bemheaderREVISED" src="http://coz.southernfriedscience.com/wp-content/uploads/2013/03/bemheaderREVISED-300x42.jpg" width="300" height="42" /></a></p>
<p>I realize that I have not made a blog post in a very long time.  My apologies to any followers I still have left.  Today marks the opening day of the <a href="http://ceps.georgiasouthern.edu/conted/beminfo.html" target="_blank">42nd Annual Benthic Ecology Meeting</a>, and I figured it was as good a time as any to make a new blog post.  Afterall, I have made multiple <a href="http://coz.southernfriedscience.com/?s=benthic+ecology+meeting&amp;submit.x=0&amp;submit.y=0" target="_blank">BEM-related posts</a> in the past, and I am currently waiting for my ride to leave for the meeting.</p>
<p>A lot has changed for me since the last benthic meeting.  I completed my <a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/08/John-M-Carroll-Dissertation.pdf" target="_blank">dissertation </a>and relocated to UNCW to start my post-doctoral career.  It has been pretty hectic.  When I first came down, I was trying to finish up some manuscripts from my dissertation, like the chapter on the impacts of <em>Codium fragile</em> on scallop demographics such as growth rate and tissue condition.  My conclusions were that the invasive alga might be beneficial for scallop populations, especially in the absence of their native habitat, seagrass.  I have made <a href="http://coz.southernfriedscience.com/?p=498" target="_blank">this argument</a> before, and this chapter was recently published in <a href="http://link.springer.com/article/10.1007/s00227-013-2197-5" target="_blank">Marine Biology</a>.  Other chapters haven&#8217;t gone through so smoothly and are still being reviewed, but that is par for the course in this field.</p>
<p>I was balancing those with editing other manuscripts from collaborative efforts with <a href="http://petersonseagrasslab.wordpress.com/" target="_blank">my former lab</a> and one of <a href="https://sites.google.com/site/stephentettelbach/" target="_blank">my committee members</a>.  I also made two failed attempts at doing a laboratory study with oyster spat and an ectoparasitic snail.  The results were promising, but I kept having high mortality across all treatments, and I need to come up with a better way of maintaining and feeding the oysters in a lab setting.  I also have now written 4 proposals to various funding agencies, and am currently working up some old data sets for my <a href="http://people.uncw.edu/finellic/" target="_blank">current lab</a>.  Within all this, I crammed a 2.5 week trip to Jamaica to attempt to do some sponge work, but the weather didn&#8217;t cooperate (well, not with me anyway, my stomach is not the biggest fan of the ocean). Suffice it to say, I have been extremely busy, but that isn&#8217;t really an excuse to have stopped making regular updates.  However, I have only been in <a href="http://coz.southernfriedscience.com/?p=980" target="_blank">&#8220;the field&#8221;</a> once since I relocated, and it&#8217;s not very much fun writing blog posts about writing Sea Grant proposals.</p>
<p>However, this will be a nice little break, and I am excited to be headed down to the meeting.  There are a <a href="http://ceps.georgiasouthern.edu/conted/bem_PDFs/bemoralpresentationschedule.pdf" target="_blank">lot of talks</a> this year that promise to be very good and informative, plus there is also the <a href="http://www.beneaththewavesfilmfest.org/2013-festival/" target="_blank">Beneath the Waves Film Festival</a> which is always excellent.  And, in general, I like to see former colleagues, friends, potential future collaborators and have a generally good time drinking beer and talking all things marine science.</p>
<p>My talk this year will involve some work from my former lab on multiple predators.  Natural communities have multiple predators foraging on shared prey resources, and until the last decade or so, these interactions were largely ignored in lab studies.  They are interesting, because the consumption of prey is rarely additive &#8211; that is, two predators do not typically consume the same amount of prey you would expect based on how much they can eat when they are alone.  More often, the prey either experiences reduced or enhanced risk relative to expected consumption.  For crabs interactions, which utilize prey and habitats similarly, we expect that antagonistic interactions increase, resulting in reduced risk on the prey.  Check out this video:</p>
<p><a href="http://coz.southernfriedscience.com/?attachment_id=993" rel="attachment wp-att-993">Hemi_green</a></p>
<p>What you can see is the smaller crab is like your annoying little sibling who just won&#8217;t leave you alone and constantly antagonizes you.  It kind of makes you stop what you are doing.  In crabs, this means they might stop foraging to deal with each other.  This usually means that the prey survive better than would be expected.  However, this isn&#8217;t always the case when you run the trials and do the statistical analysis:</p>
<div id="attachment_996" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2013/03/Picture1.png"><img class="size-medium wp-image-996" alt="Proportion of ribbed mussels consumed by Hemigrapsus alone (pink bar), by Carcinus alone (green bar) and the two crabs together (gray bar).  The circle denotes the expected consumption.  " src="http://coz.southernfriedscience.com/wp-content/uploads/2013/03/Picture1-300x216.png" width="300" height="216" /></a><p class="wp-caption-text">Proportion of ribbed mussels consumed by Hemigrapsus alone (pink bar), by Carcinus alone (green bar) and the two crabs together (gray bar). The circle denotes the expected consumption.</p></div>
<p>In this case, our observed consumption was not different than we expected, based on individual consumption rates.  We anticipated to see a risk reduction, and based on the video, we know the crabs were interacting.  So what gives? Upon further inspection, when we looked at the sizes of mussels consumed, we saw a dramatic shift:</p>
<div id="attachment_997" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2013/03/Picture2.png"><img class="size-medium wp-image-997" alt="Pink bars are mussels consumed by Hemigrapsus, Green bays by Carcinus and gray bars by both" src="http://coz.southernfriedscience.com/wp-content/uploads/2013/03/Picture2-300x176.png" width="300" height="176" /></a><p class="wp-caption-text">Pink bars are mussels consumed by Hemigrapsus, Green bays by Carcinus and gray bars by both</p></div>
<p>What we saw was that when foraging along, the green crabs consumed all the size ranges that were offered, but when foraging together, they shifted to selecting smaller prey, possibly because they had less time to forage.  So while the overall proportion being consumed stayed the same, they were foraging on a smaller portion of the population.  We thought that was pretty cool!</p>
<p>Stay tuned for more posts, I promise to do better!</p>

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		<item>
		<title>First Day in the Field</title>
		<link>http://coz.southernfriedscience.com/?p=980</link>
		<comments>http://coz.southernfriedscience.com/?p=980#comments</comments>
		<pubDate>Sat, 15 Sep 2012 22:13:59 +0000</pubDate>
		<dc:creator>JohnnyScallops</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://coz.southernfriedscience.com/?p=980</guid>
		<description><![CDATA[
<p>As you may have noticed on my last post, I am now down in UNC Wilmington working as a post-doctoral research associate.  I have been here about 2 weeks, but most of my time has been reading and writing.  Luckily, yesterday I was able to get outside into the sunshine and get into the water.  Well, <span style="color:#777"> . . . &#8594; Read More: <a href="http://coz.southernfriedscience.com/?p=980">First Day in the Field</a></span>]]></description>
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<p>As you may have noticed on my last <a href="http://coz.southernfriedscience.com/?p=963" target="_blank">post</a>, I am now down in UNC Wilmington working as a post-doctoral research associate.  I have been here about 2 weeks, but most of my time has been reading and writing.  Luckily, yesterday I was able to get outside into the sunshine and get into the water.  Well, mostly into the water.</p>
<p><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/09/M0015905.jpg"><img class="alignnone size-medium wp-image-981" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/09/M0015905-300x225.jpg" alt="" width="300" height="225" /></a></p>
<p>I went out with some of the hatchery crew down at the <a href="http://www.uncw.edu/cms/" target="_blank">Center for Marine Science </a>. We were looking for broodstock scallops for spawning in the hatchery.  Scallops in North Carolina spawn usually twice a season &#8211; once earlier in the summer and then once again in the fall.  So we went out to collect some.  Now this is different from any of the times I went searching for scallops in New York , where we would do surveys and collect scallops via SCUBA.  Down here in North Carolina, we find a spot at low tide and just crawl around on our hands and knees and feel for them.  It might not sound efficient, but with all the river input and soft bottoms, you can&#8217;t really see anything if you had a mask anyway.</p>
<p><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/09/M0015906.jpg"><img class="alignnone size-medium wp-image-982" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/09/M0015906-300x225.jpg" alt="" width="300" height="225" /></a></p>
<p>But it was cool and totally refreshing to get out of the office.  And we were a little successful, finding almost 100 scallops to bring back to the hatchery.  The site was interesting, it consisted of small marsh islands and oyster reefs surrounded by patches of seagrass, which was<a href="http://eolspecies.lifedesks.org/pages/21069" target="_blank"> <em>Halodule wrightii</em></a>, also known as shoal grass.  It is very short, so it doesn&#8217;t seem like the ideal seagrass for bay scallops, which typically use seagrass as a spatial refuge from predators, and yet, in my qualitative assessment, most of the scallops were found in the seagrass.  There was lots of life around these islands, most of which we could not see.  But here were a few stingrays, and some other assorted fish that we couldn&#8217;t get a good look at, hermit crabs, lots of oysters and clams, and lots of <a href="http://www.sms.si.edu/irlspec/Fascio_tulipa.htm" target="_blank">tulip shell</a> snails.  Of course, I grabbed  few specimens for my collection.</p>
<p><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/09/M0015903.jpg"><img class="alignnone size-medium wp-image-983" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/09/M0015903-300x225.jpg" alt="" width="300" height="225" /></a></p>
<p>When we returned, we had to clean the fouling organisms off the scallop shells, which consisted mostly of <em>Crepidula </em>sp. and oysters, with some tunicates thrown in.</p>
<p>All in all, it was a good day, and nice to be out of the office for a change.  Hopefully, we will use some of the larvae and juveniles for a number of flow speed experiments.  I can&#8217;t wait to get out in the field again and start some experiments.</p>
<p><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/09/M0015900.jpg"><img class="alignnone size-medium wp-image-984" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/09/M0015900-300x225.jpg" alt="" width="300" height="225" /></a></p>

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		<title>Shinnecock Bay Restoration Project</title>
		<link>http://coz.southernfriedscience.com/?p=963</link>
		<comments>http://coz.southernfriedscience.com/?p=963#comments</comments>
		<pubDate>Fri, 31 Aug 2012 02:03:48 +0000</pubDate>
		<dc:creator>JohnnyScallops</dc:creator>
				<category><![CDATA[blogging]]></category>
		<category><![CDATA[hard clams]]></category>
		<category><![CDATA[Restoration]]></category>

		<guid isPermaLink="false">http://coz.southernfriedscience.com/?p=963</guid>
		<description><![CDATA[
<p>Yes, I am back.  After a looooong hiatus, I am finally back to blogging! (no, seriously, hold your applause).  I had been pretty busy the last few months with writing, defending and editing my dissertation (John M Carroll Dissertation).  But that is all over now! Defense was successful, edits completed, graduate school accepted, and as of <span style="color:#777"> . . . &#8594; Read More: <a href="http://coz.southernfriedscience.com/?p=963">Shinnecock Bay Restoration Project</a></span>]]></description>
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<p>Yes, I am back.  After a looooong hiatus, I am finally back to blogging! (no, seriously, hold your applause).  I had been pretty busy the last few months with writing, defending and editing my dissertation (<a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/08/John-M-Carroll-Dissertation.pdf">John M Carroll Dissertation)</a>.  But that is all over now! Defense was successful, edits completed, graduate school accepted, and as of August 16th, I am officially a doctor! So I am hoping that now, I can now get back to writing posts more regularly.  I am starting a new position, a post-doc with <a href="http://www.uncw.edu/bio/faculty_finelli.html" target="_blank">Dr. Chris Finelli</a> at <a href="http://www.uncw.edu/" target="_blank">UNC-Wilmington</a> in the <a href="http://people.uncw.edu/finellic/" target="_blank">MarBEL</a> (Marine Biofluiddynamics and Ecological Lab) lab.  This will be a relatively new field for me, so I am looking forward to learning new methods and working with new people.  In fact, I am in Wilmington right now and will be officially starting my position next week &#8211; so more to come on that.</p>
<p><iframe src="http://player.vimeo.com/video/47890803" frameborder="0" width="500" height="281"></iframe></p>
<p><a href="http://vimeo.com/47890803">The Need to Restore Shinnecock Bay</a> from <a href="http://vimeo.com/user12572527">Christine Santora</a> on <a href="http://vimeo.com">Vimeo</a>.</p>
<p>But I wanted to make a post today talking about something from my recent past &#8211; the <a href="http://www.shinnecockbay.org/index.html" target="_blank">Shinnecock Restoration Project</a> (ShiRP).  I was involved in preliminary research and monitoring for this project the past two summers, so I am very excited about the big news &#8211; <a href="http://www.shinnecockbay.org/news-events/index.html#082712" target="_blank">$3million dollar donation </a>to restore Western Shinnecock Bay &#8211; an area degraded by eutrophication and overfishing and hampered with recurrent harmful algal blooms.  This confluence of factors, and likely including other factors such as distance from larval source, has led to shellfish populations in the western portion of Shinnecock Bay extremely low.  This is problematic, since the lost shellfish &#8211; mainly clams and oysters &#8211; are filter feeding organisms and thus act as natural filters for the water column.  As their numbers dwindled, water condition worsened, eelgrass cover decreased, <a href="http://coz.southernfriedscience.com/?p=801" target="_blank">harmful algal blooms increased, which affected recruitment of new bivalves</a> to the western bay &#8211; a term called a feedback loop.  However, <a href="http://coz.southernfriedscience.com/?p=27" target="_blank">restoration</a> has <a href="http://coz.southernfriedscience.com/?p=34" target="_blank">worked</a> to <a href="http://video.foxnews.com/v/1301157980001/" target="_blank">successfully bring back scallop populations</a> to the Peconics &#8211; another New York estuary &#8211; so there is a lot of confidence that restoration will work in Shinnecock Bay as well.</p>
<p style="text-align: center;"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/08/M0013818.jpg"><img class="size-medium wp-image-974 aligncenter" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/08/M0013818-300x225.jpg" alt="" width="300" height="225" /></a></p>
<p>I am very excited for my colleagues back at <a href="http://www.somas.stonybrook.edu/" target="_blank">SoMAS</a> for this project.  The general plan is to combat the decreasing water quality by significantly boosting shellfish populations &#8211; on the order of millions &#8211; in spawner sanctuaries within the western bay.  The idea is that these bivalves will serve two purposes.  First, they will increase the filtration capacity of the western bay, removing plankton and thus nitrogen, from the water column. Second, these high density aggregations will have enhanced fertilization success and act as new larval sources, pumping millions more baby shellfish into the bay.  Last fall, I was able to be on a trip that planted ~500,000 seed clams into the bay.  I was also involved in investigating the growth of seagrass transplants from sites with varying water quality at different sites along the water quality gradient in Shinnecock Bay to identify the most hardy population that could withstand poor water quality in the western bay. This information will be used for the second phase of the project, which is eelgrass restoration.</p>
<p style="text-align: center;"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/08/M0014358.jpg"><img class="size-medium wp-image-966 aligncenter" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/08/M0014358-300x225.jpg" alt="" width="300" height="225" /></a></p>
<p style="text-align: center;"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/08/M0013446.jpg"><img class="size-medium wp-image-973 aligncenter" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/08/M0013446-300x225.jpg" alt="" width="300" height="225" /></a></p>
<p>This past summer, in addition to continuing the spat monitoring which I started in 2011, I also did a hard clam suction survey to give us a baseline idea of clam densities in the western portion of the bay.  This was fun &#8211; suction sampling for hard clams also turned up all manner of organisms &#8211; mussels, razor clams, soft-shell clams, lots of crabs and even some moon snails.  But most importantly, we were counting and measuring hard clams, a target fishery species and also a target species for this restoration project. <del>Plus, I also got to learn a little bit of GIS to make maps of distributions, like this one</del>: (I had to remove the map for fear clammers might go to the sites)</p>
<p style="text-align: center;">
<p>The ultimate goal is to restore the water quality, enhance bivalve and eelgrass populations, and enhance local fisheries. I am very excited for this project, and I hope that when I return to Long Island in the future, this academic-public-private partnership will be a highly successful restoration effort.  Most importantly, Shinnecock Bay might be perfectly suited for restoring water quality via shellfish enhancement &#8211; it is a relatively shallow estuary system (&lt;2m deep except for in the navigation channel which itself is only ~3m deep).  Thus, this shallow water body could effectively be filtered by high densities of the shellfish which this project aims to restore.  Unlike other much deeper estuaries where the shellfish might not be capable of such an impact, Shinnecock Bay is best suited for this endeavor.  Good luck to my friends and colleagues involved with ShiRP!</p>

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		<title>What I&#8217;ve Learned:</title>
		<link>http://coz.southernfriedscience.com/?p=957</link>
		<comments>http://coz.southernfriedscience.com/?p=957#comments</comments>
		<pubDate>Thu, 05 Apr 2012 14:58:04 +0000</pubDate>
		<dc:creator>JohnnyScallops</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://coz.southernfriedscience.com/?p=957</guid>
		<description><![CDATA[
<p class="wp-caption-text">The Peterson Lab Family. Photo by Rebecca Kulp</p>
<p>So I spent the last few weeks attending conferences (and, actually leave Sunday for another one).  First, I spent time in Norfolk, Virginia, at the Benthic Ecology Meeting.  While there, I saw many good presentations, and learned many new things.  First, I learned that my former student Kate <span style="color:#777"> . . . &#8594; Read More: <a href="http://coz.southernfriedscience.com/?p=957">What I&#8217;ve Learned:</a></span>]]></description>
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<div id="attachment_958" class="wp-caption alignleft" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/04/benthics.jpg"><img class="size-medium wp-image-958" title="benthics" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/04/benthics-300x224.jpg" alt="" width="300" height="224" /></a><p class="wp-caption-text">The Peterson Lab Family. Photo by Rebecca Kulp</p></div>
<p>So I spent the last few weeks attending conferences (and, actually leave Sunday for another one).  First, I spent time in Norfolk, Virginia, at the <a href="http://sci.odu.edu/bem/" target="_blank">Benthic Ecology Meeting</a>.  While there, I saw many good presentations, and learned many new things.  First, I learned that my former student<a href="http://www.stri.si.edu/sites/taxonomy_training/images/fotos/students/2011_Decapods_Katherine_Lavelle.jpg" target="_blank"> Kate Lavelle</a> (well she was an undergrad who worked on my project), who is now completing her Master&#8217;s work at the Harte Research Institute at Texas A&amp;M Corpus Christi, gets to do awesome things in <a href="http://www.harteresearchinstitute.org/newsletter/spring2011/article7.html" target="_blank">submersibles</a>! I went to a bunch of talks regarding trophic ecology &#8211; including ones about predation as well as non-consumptive effects, and luckily my talk was on the first day in the Trophic Ecology session.  I talked about using back of the envelope calculations to get an idea whether or not we would expect to see scallops on the bottom based on predator density and habitat complexity.  I think it went well.  But the one thing I took home from that talk was hope you don&#8217;t have to talk at the same time as <a href="http://theseamonster.net/" target="_blank">Emmet Duffy</a>, as it is my understanding that about everyone else at the conference was at his presentation.  I saw a couple of cool talks about species interactions and their importance in the context of ocean acidification, including one by my labmate, the illustrious <a href="http://somas.stonybrook.edu/prospective/studentprofiles/grad/Stubler/Stubler.html" target="_blank">Amber Stubler</a>.  I also saw a very interesting talk by <a href="http://datasearch2.uts.edu.au/c3/members/detail.cfm?StaffID=4919" target="_blank">Paul Gribben</a> from Australia about a species of seagrass which actually leads to enhanced predation on clams.  Weird! I also attended plenty of seagrass and restoration talks.  And of course, the <a href="http://coz.southernfriedscience.com/?p=953" target="_blank">Film Festival</a>, which you can watch all the videos <a href="http://www.beneaththewavesfilmfest.org/" target="_blank">here</a>.</p>
<p>Then I headed to Seattle for the <a href="http://shellfish.org/" target="_blank">National Shellfish Association </a>meeting.  That was pretty good as well, but between 3 days of talks previous to that and the jet-lag from flying across the country, it was hard to absorb any information.  I was able to catch a few interesting plenary talks, including one by <a href="http://www.fish.washington.edu/people/rayh/" target="_blank">Ray Hilborn</a> and another by <a href="http://mytilus.science.oregonstate.edu/BAM.html" target="_blank">Bruce Menge</a>.  Otherwise, I went to a lot of restoration talks, most of which focused on oyster reefs, which were useful since it seems like I might be doing some of that this summer in Shinnecock Bay.  There, I essentially gave the last talk of the conference, about multiple predators and impacts of habitat complexity, which I think went well.  I also learned that Seattle is very hilly, more-so than I would have imagined, but it also has a really awesome bar called the <a href="http://taphousegrill.com/" target="_blank">Taphouse Grill</a>, which had 160 beers on tap! Overwhelming! But all in all, a good trip.</p>
<p>Now, I have to prepare my presentation for the United States chapter of the<a href="http://www.usiale.org/newport2012/" target="_blank"> International Association of Landscape Ecology</a> meeting in Newport, Rhode Island, which I give next Monday morning! Uggg! Why did I think it was a good idea to give 3 different presentations at 3 different conferences in a 3 week span? I guess it&#8217;s kind of my going away party, as I am planning on graduating this summer.  July defense!</p>
<p>&nbsp;</p>
<p>&nbsp;</p>

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		<title>Can&#8217;t wait to watch these! Benthics!</title>
		<link>http://coz.southernfriedscience.com/?p=953</link>
		<comments>http://coz.southernfriedscience.com/?p=953#comments</comments>
		<pubDate>Mon, 19 Mar 2012 03:13:32 +0000</pubDate>
		<dc:creator>JohnnyScallops</dc:creator>
				<category><![CDATA[blogging]]></category>
		<category><![CDATA[videos]]></category>

		<guid isPermaLink="false">http://coz.southernfriedscience.com/?p=953</guid>
		<description><![CDATA[
<p></p>
<p>Beneath the Waves Film Festival: 2012 Intro Video from Triakis Films <span style="color:#777"> . . . &#8594; Read More: <a href="http://coz.southernfriedscience.com/?p=953">Can&#8217;t wait to watch these! Benthics!</a></span>]]></description>
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<p><iframe src="http://player.vimeo.com/video/38736112?title=0&amp;byline=0&amp;portrait=0" frameborder="0" width="400" height="225"></iframe></p>
<p><a href="http://vimeo.com/38736112">Beneath the Waves Film Festival: 2012 Intro Video</a> from <a href="http://vimeo.com/user9090200">Triakis Films</a> on <a href="http://vimeo.com">Vimeo</a>.</p>

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		<title>I&#8217;m back!</title>
		<link>http://coz.southernfriedscience.com/?p=939</link>
		<comments>http://coz.southernfriedscience.com/?p=939#comments</comments>
		<pubDate>Tue, 24 Jan 2012 03:26:17 +0000</pubDate>
		<dc:creator>JohnnyScallops</dc:creator>
				<category><![CDATA[photography]]></category>

		<guid isPermaLink="false">http://coz.southernfriedscience.com/?p=939</guid>
		<description><![CDATA[
<p>So I have returned from Jamaica, which ended up a pretty cool trip.  Unfortunately, the internet was slow and made loading images difficult, so I wanted to put another few photos up from my trip before I start talking about my research some more in the coming months.  Good news, manuscript reviews came back, and were <span style="color:#777"> . . . &#8594; Read More: <a href="http://coz.southernfriedscience.com/?p=939">I&#8217;m back!</a></span>]]></description>
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<p>So I have returned from Jamaica, which ended up a pretty cool trip.  Unfortunately, the internet was slow and made loading images difficult, so I wanted to put another few photos up from my trip before I start talking about my research some more in the coming months.  Good news, manuscript reviews came back, and were pretty positive, some moderate changes and it should get published.  Another manuscript is getting ready for submission, and I am starting to get stuff written.  But before I go on about that sort of thing, just enjoy these new photos from diving in Jamaica!</p>
<div id="attachment_940" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015196.jpg"><img class="size-medium wp-image-940" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015196-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">school of jacks</p></div>
<div id="attachment_941" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015200.jpg"><img class="size-medium wp-image-941" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015200-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">sea turtle!</p></div>
<div id="attachment_942" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015237.jpg"><img class="size-medium wp-image-942" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015237-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">anemone shrimp</p></div>
<div id="attachment_943" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015253.jpg"><img class="size-medium wp-image-943" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015253-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">nudibranch</p></div>
<div id="attachment_944" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015345.jpg"><img class="size-medium wp-image-944" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015345-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">flamingo tongue</p></div>
<div id="attachment_945" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015331.jpg"><img class="size-medium wp-image-945" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015331-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">LIONFISH!!!</p></div>
<div id="attachment_946" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014964.jpg"><img class="size-medium wp-image-946" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014964-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">crab in the sponge</p></div>
<div id="attachment_947" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015017.jpg"><img class="size-medium wp-image-947" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015017-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">My favortie! A scallop spat on a dead sea biscuit</p></div>
<div id="attachment_948" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015335.jpg"><img class="size-medium wp-image-948" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015335-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">the hunt</p></div>
<p>&nbsp;</p>
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		<title>Logging some Bottom Time</title>
		<link>http://coz.southernfriedscience.com/?p=917</link>
		<comments>http://coz.southernfriedscience.com/?p=917#comments</comments>
		<pubDate>Sun, 15 Jan 2012 04:07:33 +0000</pubDate>
		<dc:creator>JohnnyScallops</dc:creator>
				<category><![CDATA[blogging]]></category>
		<category><![CDATA[photography]]></category>

		<guid isPermaLink="false">http://coz.southernfriedscience.com/?p=917</guid>
		<description><![CDATA[
<p>Lets see, Thursday we went to the Dunn&#8217;s River Falls as a break from the daily grind here at the marine lab.  That was a lot of fun.</p>
<p class="wp-caption-text">Bottom of the falls</p>
<p class="wp-caption-text">Look at me!</p>
<p>Then in the last 2 days I have put in 7 dives, 4 outside the reef and 2 in the lagoon and <span style="color:#777"> . . . &#8594; Read More: <a href="http://coz.southernfriedscience.com/?p=917">Logging some Bottom Time</a></span>]]></description>
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<p>Lets see, Thursday we went to the Dunn&#8217;s River Falls as a break from the daily grind here at the marine lab.  That was a lot of fun.</p>
<div id="attachment_918" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014735.jpg"><img class="size-medium wp-image-918" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014735-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Bottom of the falls</p></div>
<div id="attachment_919" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014757.jpg"><img class="size-medium wp-image-919" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014757-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Look at me!</p></div>
<p>Then in the last 2 days I have put in 7 dives, 4 outside the reef and 2 in the lagoon and one on the other side of Discovery Bay.  I have seen many cool things, collected cool shells, so its been pretty fun.  I had some issues with my camera at the Rio Bueno dive yesterday, so my pictures didn&#8217;t come out so well, although I was lucky to get a few shots.</p>
<p>&nbsp;</p>
<div id="attachment_926" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M00148472.jpg"><img class="size-medium wp-image-926" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M00148472-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Peek-a-boo</p></div>
<div id="attachment_927" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014907-Copy.jpg"><img class="size-medium wp-image-927" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014907-Copy-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Anemone Shrimp</p></div>
<div id="attachment_928" class="wp-caption alignnone" style="width: 235px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M00148542.jpg"><img class="size-medium wp-image-928" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M00148542-225x300.jpg" alt="" width="225" height="300" /></a><p class="wp-caption-text">Anemones!</p></div>
<p>Today we did 2 dives on the fore-reed and 2 within Discovery Bay.  Outside the reef I logged over 2 hours of bottom time, and took many, many pictures.  More anemone shrimp, lionfish, gastropods, and lots more.  Enjoy!</p>
<div id="attachment_929" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014918.jpg"><img class="size-medium wp-image-929" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014918-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Some star</p></div>
<div id="attachment_930" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014944.jpg"><img class="size-medium wp-image-930" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014944-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Another goby of some sort</p></div>
<div id="attachment_933" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M00149881.jpg"><img class="size-medium wp-image-933" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M00149881-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Flamingo&#39;s toungue!</p></div>
<div id="attachment_935" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015050.jpg"><img class="size-medium wp-image-935" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0015050-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">LIONFISH!</p></div>
<p>&nbsp;</p>
<p>&nbsp;</p>
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<p>&nbsp;</p>

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		<title>3 dives and no sea sickness</title>
		<link>http://coz.southernfriedscience.com/?p=907</link>
		<comments>http://coz.southernfriedscience.com/?p=907#comments</comments>
		<pubDate>Thu, 12 Jan 2012 02:39:40 +0000</pubDate>
		<dc:creator>JohnnyScallops</dc:creator>
				<category><![CDATA[blogging]]></category>
		<category><![CDATA[photography]]></category>

		<guid isPermaLink="false">http://coz.southernfriedscience.com/?p=907</guid>
		<description><![CDATA[
<p>So yesterday was a little rough&#8230; I mean the weather wasn&#8217;t terrible, but there was still some swell from the days of wind previous.  So during our safety stop, I was feeling it a little bit, so I only did the one dive and took an early boat ride back.</p>
<p>Today, sea was almost like glass, did <span style="color:#777"> . . . &#8594; Read More: <a href="http://coz.southernfriedscience.com/?p=907">3 dives and no sea sickness</a></span>]]></description>
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<p>So yesterday was a little rough&#8230; I mean the weather wasn&#8217;t terrible, but there was still some swell from the days of wind previous.  So during our safety stop, I was feeling it a little bit, so I only did the one dive and took an early boat ride back.</p>
<p>Today, sea was almost like glass, did 2 dives outside on the fore-reef,  and then one inside the lagoon.  Saw some cool things &#8211; <a href="http://coz.southernfriedscience.com/?s=lionfish" target="_blank">invasive lionfish</a>, big schools of creole wrasses, bluehead wrasses, giant queen cocnh, and lots of other fish.  However, this site was fairly impacted, so not so much live coral as the reef I saw yesterday.  Oh well.  Was still fun to get 2 dives in outside and not feel like total crap.  And diving in the lagoon was cool, despite it being so shallow, it was nice to be able to lay down and just look.  In the lagoon, we saw inking sea hares, a peacock flounder, yellow ring sting ray, little crabs, another sharptail eel, spiny lobster, and lots more fish.  So cool.</p>
<p>I haven&#8217;t loaded my pictures from today yet, but I&#8217;ll leave you with a few more photos from earlier in the week/weekend.</p>
<p>Enjoy!</p>
<div id="attachment_908" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014620.jpg"><img class="size-medium wp-image-908" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014620-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">French Grunt</p></div>
<p>&nbsp;</p>
<div id="attachment_909" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014608.jpg"><img class="size-medium wp-image-909" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014608-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Some sort of small bass, dunno the name</p></div>
<div id="attachment_910" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014599.jpg"><img class="size-medium wp-image-910" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014599-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Indigo Hamlet</p></div>
<div id="attachment_911" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014532.jpg"><img class="size-medium wp-image-911" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014532-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Common octopus?</p></div>
<div id="attachment_912" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014521.jpg"><img class="size-medium wp-image-912" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014521-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Lesser electric ray</p></div>
<div id="attachment_913" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014491.jpg"><img class="size-medium wp-image-913" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014491-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Mating sea hares</p></div>
<div id="attachment_914" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014561.jpg"><img class="size-medium wp-image-914" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014561-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Lizardfish!</p></div>
<p>&nbsp;</p>

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		<title>This Jamaica thing is rough! (Not really)</title>
		<link>http://coz.southernfriedscience.com/?p=903</link>
		<comments>http://coz.southernfriedscience.com/?p=903#comments</comments>
		<pubDate>Mon, 09 Jan 2012 17:28:47 +0000</pubDate>
		<dc:creator>JohnnyScallops</dc:creator>
				<category><![CDATA[blogging]]></category>
		<category><![CDATA[photography]]></category>

		<guid isPermaLink="false">http://coz.southernfriedscience.com/?p=903</guid>
		<description><![CDATA[
<p>So we have been extremely busy since we arrived.  We have essentially crammed a coral reef ecology class into 4 days, which was overwhelming for the students.  Their practical exam is this afternoon, so they are all cramming and freaking out a little bit.  I have tried to quell some of their anxiety, but at least <span style="color:#777"> . . . &#8594; Read More: <a href="http://coz.southernfriedscience.com/?p=903">This Jamaica thing is rough! (Not really)</a></span>]]></description>
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<p>So we have been extremely busy since we arrived.  We have essentially crammed a coral reef ecology class into 4 days, which was overwhelming for the students.  Their practical exam is this afternoon, so they are all cramming and freaking out a little bit.  I have tried to quell some of their anxiety, but at least by this evening, the lecture and exam portion of their class will be over.  In between lectures, we have been snorkeling, and today I did my first dives since arriving.  So that&#8217;s good.  The students will start their projects tomorrow, and have ~1.5 weeks to conduct a research project.  The weather (wind) hasn&#8217;t been very good, so hopefully we get more dive opportunities, but the lagoon has been pretty cool.</p>
<p>Some things I&#8217;ve seen:</p>
<div id="attachment_905" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014440.jpg"><img class="size-medium wp-image-905" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014440-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Red Mangrove</p></div>
<div id="attachment_904" class="wp-caption alignnone" style="width: 310px"><a href="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014434.jpg"><img class="size-medium wp-image-904" title="Exif_JPEG_PICTURE" src="http://coz.southernfriedscience.com/wp-content/uploads/2012/01/M0014434-300x225.jpg" alt="" width="300" height="225" /></a><p class="wp-caption-text">Sharptail eel</p></div>
<p>More photos to come, but internet here is incredibly slow so I am having a hard time uploading. But, you should check out the <a href="http://tropical.blogs.com/" target="_blank">student run blog</a> to see what they have been seeing/doing as well.</p>
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