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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/929286.rdf" xlink:actuate="onRequest">Lengths of organisms recorded during emergent and rapid emergent surveys conducted in the subtidal zone of northern California, Sonoma and Mendocino counties, from 1999 to 2023</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Rogers-Bennett, L. (2025) Lengths of organisms recorded during emergent and rapid emergent surveys conducted in the subtidal zone of northern California, Sonoma and Mendocino counties, from 1999 to 2023. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2024-06-04 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.929286.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Species Sizes Dataset Description: &amp;lt;p&amp;gt;These data are collected as part of an ongoing Kelp Forest monitoring program by the California Department of Fish and Wildlife and their partners. This dataset was used as part of the NSF project titled, &amp;quot;Collaborative Research: The effects of marine heatwaves on reproduction, larval transport and recruitment in sea urchin metapopulations&amp;quot;. This BCO-DMO dataset contains data collected from 1999 to 2023. Ongoing data updates are available from the California Ocean Protection Council under dataset DOI &amp;lt;a href=&amp;quot;http://dx.doi.org/10.25494/P6330J&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;10.25494/P6330J&amp;lt;/a&amp;gt;.&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;Data were collected during day-trips aboard California Department of Fish and Wildlife or NOAA patrol boats, generally 2-5 days at select survey locations in 1999, 2000, 2001, 2003-2020, 2022, 2023.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;All surveys were done using SCUBA along 30x2 meter (m) transects (60 square meters total area) randomly placed in the subtidal zone in rocky habitats dominated by bull kelp (&amp;lt;em&amp;gt;Nereocystis luetkeana&amp;lt;/em&amp;gt;) forests. These randomly placed band transect surveys were stratified by depth (A=0-15, B=16-30, C=31-45, D=46-60 ft) as we know sea urchin and abalone populations differ by depth. Two divers (a dive team) work together to count and measure organisms.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Divers were deployed as teams to randomly-selected GPS waypoints within designated depth strata (A, B, C, D). As with other surveys, the patrol boats provide support to the small boats and logistical support to divers. Divers typically complete multiple transects within each of the four depth strata ranging from 0-60 feet at each site. Divers swim along transect tapes measuring 30 x 2m in area across the rocky reef. All transects are in habitat which is dominated (&amp;amp;gt;70% rock) by rocky reef. Two divers (a dive team) work together to count and measure organisms.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Emergent Surveys:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Emergent sampling focused on emergent, exposed, or cryptic animals in rock crevices or under rock ledges but visible without turning rocks or the use of a flashlight. Organisms were identified and measured on the longest axis to the nearest millimeter by the divers as time allowed. Size data (and other physical and biological data) from each dive are recorded on waterproof datasheets which the divers fill out along the transect. Upon return to the boat, data sheets are checked by the lead diver to ensure accuracy and readability for the first quality control check.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Rapid Emergent Surveys:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
In response to the extreme purple sea urchin population increase and abalone mortality event in 2016-18, divers conducted a rapid assessment sampling technique: Rapid Emergent Abalone Surveys (REAS). REAS are similar to standard emergent surveys but focus on purple sea urchin and red abalone counts, allowing divers to survey more area. Measurements of organisms are recorded as time allows. Divers conduct two to four rapid emergent transects per dive.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The data specific to this dataset are the lengths (mm) of red abalone, flat abalone, pinto abalone, red sea urchin, and purple sea urchin along each transect.&amp;lt;/p&amp;gt;</gco:CharacterString>
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Rapid and extreme warming events such as El Niño and marine heatwaves have had ecological and economic impacts on nearshore marine ecosystems. These impacts include reductions in biomass and collapses in commercial fisheries. For many species, population booms and busts are controlled by shifts in reproduction and juvenile dispersal related to warmer temperatures and ocean circulation. However, how population fluctuations are shaped by interacting processes that control adult reproduction and larval survival remains unclear. Marine heatwaves often accompany major disruptions in ocean circulation, which can affect survival and the distribution of species that produce free-floating, planktonic larvae. As a result, species can be impacted directly by temperature effects on organismal reproduction and survival, and indirectly by shifts in ocean circulation that affect larval success. This project is examining how the joint effects of temperature and ocean circulation are controlling populations of purple sea urchins (Strongylocentrotus purpuratus). To address project objectives, the team is developing oceanographic models to predict dispersal of planktonic larvae in combination with controlled experiments on adult reproductive success. This project is advancing the understanding of how ecologically important species respond to ocean temperature and circulation, which are forecast to shift under future climate change scenarios. Broader impacts of the project include training of students and post-docs in STEM and educational outreach. Curriculum development and implementation is occurring in collaboration with existing K-12 outreach programs that focus on underserved communities and under-represented groups. The goal is to empower the next generation of scientists to use integrative approaches to predict ecological consequences of climate change.&lt;/p&gt;
&lt;p&gt;Purple sea urchins are an ideal species for studying the coupled impacts of warming and ocean circulation on recruitment and survival given a wealth of ecological and organismal data. The species has a mapped genome, can be transported large distances as larvae by ocean currents, and larval abundances in California exhibit orders of magnitude variation with heatwaves and El Niño fluctuations. To quantify the processes that shape spatial and temporal variability in larval supply, researchers are applying a novel combination of biophysical modeling, experiments and statistical modeling of long-term, high-resolution data on larval settlement across the Southern California Bight (SCB). Research module 1 is quantifying spatial and temporal patterns of larval transport using a 3D-biophysical model of the SCB. The model is testing how interactions among historical changes in ocean circulation and temperature, larval life history, and larval behavioral traits affect variation in larval supply in space and time. Research module 2 is focused on how temperature could affect spatial and temporal variation in egg production. Experiments are characterizing reproductive thermal performance curves and quantifying how these vary among populations and organismal history. A novel assay is assessing epigenetic regulation of gene expression associated with performance curves. Finally, Module 3 will integrate mechanistic models from Modules 1 and 2 to statistically assess their ability to explain spatial and temporal trends in a nearly three-decade dataset of larval settlement from six sites in the SCB. This is one of the first studies that integrates models of larval transport, reproductive performance and settlement data to empirically test how physical and biological processes affect local recruitment patterns in complex marine meta-populations.&lt;/p&gt;
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http://lod.bco-dmo.org/id/dataset-parameter/929334.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/929351.rdf
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	Description: &lt;p&gt;Measurement of the longest axis of the observed species.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/929352.rdf
	Name: Comments
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http://lod.bco-dmo.org/id/dataset-parameter/929366.rdf
	Name: AverageDepth
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	Description: &lt;p&gt;The average depth of the transect&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/929367.rdf
	Name: MinimumDepth
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http://lod.bco-dmo.org/id/dataset-parameter/929368.rdf
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&amp;lt;p&amp;gt;All surveys were done using SCUBA along 30x2 meter (m) transects (60 square meters total area) randomly placed in the subtidal zone in rocky habitats dominated by bull kelp (&amp;lt;em&amp;gt;Nereocystis luetkeana&amp;lt;/em&amp;gt;) forests. These randomly placed band transect surveys were stratified by depth (A=0-15, B=16-30, C=31-45, D=46-60 ft) as we know sea urchin and abalone populations differ by depth. Two divers (a dive team) work together to count and measure organisms.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Divers were deployed as teams to randomly-selected GPS waypoints within designated depth strata (A, B, C, D). As with other surveys, the patrol boats provide support to the small boats and logistical support to divers. Divers typically complete multiple transects within each of the four depth strata ranging from 0-60 feet at each site. Divers swim along transect tapes measuring 30 x 2m in area across the rocky reef. All transects are in habitat which is dominated (&amp;amp;gt;70% rock) by rocky reef. Two divers (a dive team) work together to count and measure organisms.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Emergent Surveys:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
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- Added the following columns from the site code list to the species size data: SiteName.
- Added the following columns from the species code list to the species size data: CommonName, ScientificName.
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