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	<title>LMG14-01 &#8211; The Bowman Lab</title>
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	<description>Marine Microbial Ecology</description>
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		<title>A cruise in the Palmer LTER</title>
		<link>https://www.polarmicrobes.org/a-cruise-in-the-palmer-lter/</link>
					<comments>https://www.polarmicrobes.org/a-cruise-in-the-palmer-lter/#respond</comments>
		
		<dc:creator><![CDATA[Jeff]]></dc:creator>
		<pubDate>Tue, 11 Feb 2014 11:06:25 +0000</pubDate>
				<category><![CDATA[LMG14-01]]></category>
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					<description><![CDATA[For the last five weeks I’ve been on a research cruise aboard the ARSV Laurence M. Gould off the west Antarctic Peninsula (WAP).  This region has received a lot of attention in recent years as one of the fastest warming &#8230; <a href="https://www.polarmicrobes.org/a-cruise-in-the-palmer-lter/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<div id="attachment_949" style="width: 310px" class="wp-caption alignleft"><a href="https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0120.jpg?ssl=1"><img data-recalc-dims="1" fetchpriority="high" decoding="async" aria-describedby="caption-attachment-949" class="size-medium wp-image-949 " alt="The Laurence M. Gould in one of the many coves off the West Antarctic Peninsula." src="https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0120.jpg?resize=300%2C199&#038;ssl=1" width="300" height="199" srcset="https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0120.jpg?resize=300%2C199&amp;ssl=1 300w, https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0120.jpg?resize=768%2C510&amp;ssl=1 768w, https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0120.jpg?resize=1024%2C680&amp;ssl=1 1024w, https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0120.jpg?w=1280&amp;ssl=1 1280w, https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0120.jpg?w=1920&amp;ssl=1 1920w" sizes="(max-width: 300px) 100vw, 300px" /></a><p id="caption-attachment-949" class="wp-caption-text">The <em>Laurence M. Gould</em> in one of the many coves off the West Antarctic Peninsula.</p></div>
<p>For the last five weeks I’ve been on a research cruise aboard the ARSV <em>Laurence M. Gould</em> off the west Antarctic Peninsula (WAP).  This region has received a lot of attention in recent years as one of the fastest warming places in the planet – annual temperatures have increased 7°C over the last 50 years.  Because of past sealing and whaling and ongoing fishing the WAP is hardly a pristine ecosystem (remember, say no to Chilean sea bass, aka the Patagonian toothfish, one of the most pressured predators in the region).  Nonetheless it’s under much less direct human pressure than most places on Earth which, combined with the rapid rate of warming, makes it a good site to observe the impact of changing climate on marine ecosystems.  To carry out these observations the WAP hosts a long term ecological research site (the Palmer LTER), one of 25 <a href="http://www.lternet.edu/">NSF funded LTER sites</a>.  The Palmer LTER is unique in being one of only two marine-pelagic LTERs, and also one of only two LTERs located in Antarctica (the other is in the McMurdo Dry Valleys).  The cruise I participated in takes place each year during the Antarctic summer.  It is tasked with making a variety of measurements throughout the Palmer LTER and otherwise supporting science activities connected with long-term observations there.</p>
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" width="346" height="498" /><p class="wp-caption-text">Sample sites within the Palmer LTER. Each year the <em>Gould</em> occupies approximately three points spanning each &#8220;line&#8221;, depending on sea ice conditions.</p></div>
<p>The <em>Laurence M. Gould</em> has extremely limited access to the internet, so unfortunately it wasn’t possible to upload articles in real time.  Instead I’ll try to summarize the cruise in a couple of articles after the fact.</p>
<p>I mentioned that the climate of the WAP is changing fast.  Twenty years ago the whole peninsula would have been considered a polar environment, hosting a polar marine ecosystem.  The outlying islands that extend in a sweeping arc out to South Georgia Island would have been considered subpolar.  The subpolar ecosystem is now moving south in a hurry, changing the distribution of nutrients, primary production, and marine species.  Because it’s hard to picture what’s going on below the ocean’s surface it’s a little difficult to visualize these changes in the marine ecosystem.  A comparable change in the terrestrial environment might be the encroachment of desert on a region of rich grassland.  Deserts aren’t all bad (I rather like them), but they can’t support the biomass or diversity of grasslands.  In the parlance of economics they can’t support the same level of <a href="http://en.wikipedia.org/wiki/Ecosystem_services"><i>ecosystem services</i></a>.</p>
<p>In the WAP a huge driver of ecological change is sea ice.  The species that occupy the Antarctic Peninsula are divided into two groups: ice dependent and ice independent.  The ice dependent species have an absolute requirement for sea ice and include Adélie penguins, leopard seals, crabeater seals, sea ice algae, and most importantly, krill.  The krill relationship with sea ice isn’t totally straightforward.  Adult krill are happy to feed on phytoplankton in the water column and have no real sea ice requirement.  Juvenile krill on the other hand, are dependent on the dense layer of lipid rich algae that grow on the underside of sea ice to support their growth.  No juvenile krill means no adult krill, a problem because <i>everything</i> else in the Antarctic marine ecosystem depends on adult krill.  Without krill there is no way to transfer biomass from primary producers at the base of the foodweb to higher trophic levels.  To return to the grassland analogy, removing the krill from the ecosystem would be like removing all the hoofed mammals from the Serengeti.  All the predators and scavengers would disappear too.   Ultimately even the grass would fail, because the presence of large grazers has benefits like soil aeration and nutrient and seed dispersal.  In the WAP it would be worse than this because the biomass far exceeds that of a grassland of comparable size, and this biomass fits critically into the ecology of such globe-trotting species as the humpback whale, orca, and Wilson’s storm petrel (thought by some to be the world’s most abundant bird).</p>
<div id="attachment_950" style="width: 650px" class="wp-caption aligncenter"><a href="https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/ice_cover.png?ssl=1"><img data-recalc-dims="1" decoding="async" aria-describedby="caption-attachment-950" class="size-large wp-image-950" alt="Sea ice cover in the Palmer LTER.  " src="https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/ice_cover.png?resize=640%2C336&#038;ssl=1" width="640" height="336" srcset="https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/ice_cover.png?resize=1024%2C538&amp;ssl=1 1024w, https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/ice_cover.png?resize=300%2C158&amp;ssl=1 300w, https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/ice_cover.png?resize=768%2C404&amp;ssl=1 768w, https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/ice_cover.png?w=1280&amp;ssl=1 1280w, https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/ice_cover.png?w=1920&amp;ssl=1 1920w" sizes="(max-width: 640px) 100vw, 640px" /></a><p id="caption-attachment-950" class="wp-caption-text">Sea ice cover in the Palmer LTER from 1981 to 2011.  Anvers Island is at the northern extent of the LTER, Adelaide Island near the center, and Charcot Island at the southern extent.  There is a lot of year to year variation, but the overall trend of reduced ice cover is clear.  From Ducklow et al. 2013, see link at end of post.</p></div>
<p>The general trend in the WAP is for reduced sea ice and primary production in the north of the study region, and increased primary production in the south.   All the factors influencing this change aren’t yet clear, nor is it clear how these changes will manifest in the future.  It will take decades of observation to clarify the trend and the mechanisms behind it.  One likely driver of the southward shift in primary production is the reduced availability of micronutrients supplied by glacial meltwater.  The Peninsula, like the rest of the continent, is covered with glaciers.  Glaciers melt at their base where they contact rock, and this mineral-rich meltwater is a key source of iron and other micronutrients to the marine ecosystem.  It’s counterintuitive that warming would reduce the availability of meltwater.  The availability of these micronutrients have to do with the distribution of meltwater in the ocean however, not the rate of melt.  Freshwater is much less dense than seawater, so glacial meltwater “floats” overtop seawater, forming a micronutrient rich lens.  In the presence of sea ice this lens is protected from wind driven vertical mixing, and for a brief period each summer following sea ice retreat there is a strong spatial overlap between micronutrient rich water and sunlight.  The result is a “bloom”, a sudden explosion of growth among the primary producers.  In the absence of sea ice storms dilute this surface water with micronutrient poor water from deeper in the ocean.  By summer the amount of photosynthesis that can be supported is much reduced.</p>
<div id="attachment_952" style="width: 310px" class="wp-caption alignleft"><a href="https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0447.jpg?ssl=1"><img data-recalc-dims="1" loading="lazy" decoding="async" aria-describedby="caption-attachment-952" class="size-medium wp-image-952" alt="Leopard seals in the WAP, near the British Antarctic Survey's Rothera Station.  Leopard seals are a key ice dependent predator in the region." src="https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0447.jpg?resize=300%2C199&#038;ssl=1" width="300" height="199" srcset="https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0447.jpg?resize=300%2C199&amp;ssl=1 300w, https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0447.jpg?resize=768%2C510&amp;ssl=1 768w, https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0447.jpg?resize=1024%2C680&amp;ssl=1 1024w, https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0447.jpg?w=1280&amp;ssl=1 1280w, https://i0.wp.com/www.polarmicrobes.org/wp-content/uploads/2014/02/DSC_0447.jpg?w=1920&amp;ssl=1 1920w" sizes="auto, (max-width: 300px) 100vw, 300px" /></a><p id="caption-attachment-952" class="wp-caption-text">Leopard seals in the WAP, near the British Antarctic Survey&#8217;s Rothera Station. Leopard seals are a key ice dependent predator in the region.</p></div>
<p>Nothing is that simple however.  In the WAP the upwelling of micronutrient poor deep water through marine canyons appears to strongly <i>support</i> primary production.  Like upwelling water the world over this deep water, while deficient in micronutrients, is rich in macronutrients like nitrate.  So the reality is probably that both water sources, and a reasonably stable water column, are required to support the level of primary production the rest of the ecosystem depends on.  Returning to the grassland analogy, tweaking the delivery and mixing rate of surface and deep water is equivalent to the jetstream shifting its course over land, depriving a historically wet region of water and limiting the amount of plant growth that it can support.</p>
<p>So, from the standpoint of primary production, two important things are happening in the WAP.  First, the reduction in sea ice means there are fewer ice algae to support the growth of juvenile krill.  Second, the reduction in sea ice is increasing the rate of vertical mixing in the water column, reducing the growth of phytoplankton – the food source of adult krill.</p>
<p>This year was an exception to the current trend, with ice conditions rebounding a little after years of decline.  It was nothing approaching the coverage that was normal 15 or 20 years ago, but it was sufficient to support an impressive phytoplankton bloom and will hopefully slow the loss of some of the ice dependent species like the Adélie penguin, whose numbers have been dwindling.  Next post I’ll talk a bit more about some of our surprising findings regarding the fate of all that carbon produced during the bloom…</p>
<p>For more on the Palmer LTER check out this excellent, non-technical article in the magazine of the Oceanography Society: <em><a href="https://www.polarmicrobes.org/wp-content/uploads/2014/02/West-Antarctic-Peninsula-and-ice-dependent-costal-marine-ecosystem-in-transition.pdf">West Antarctic Peninsula: an ice-dependent coastal marine ecosystem in transition</a></em></p>
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