Report Open Access

Use of species distribution modeling in the deep sea

Kenchington, E.; Callery, O.; Davidson, F.; Grehan, A.; Morato, T.; Appiott, J.; Davis, A.; Dunstan, P.; Du Preez, C.; Finney, J.; González-Irusta, J. M.; Howell, K.; Knudby, A.; Lacharité, M.; Lee, J; Murillo, F. J.; Beazley, L.; Roberts, J. M.; Roberts, M.; Rooper, C.; Rowden, A.; Rubidge, E.; Rowden, A.; Stanley, R.; Stirling, D.; Tanaka, K. R.; Vanhatalo, J.; Weigel, B.; Woolley, S; Yesson, C.


MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nam##2200000uu#4500</leader>
  <controlfield tag="005">20190410032622.0</controlfield>
  <controlfield tag="001">2583828</controlfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">National University of Galway, Ireland</subfield>
    <subfield code="a">Callery, O.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Ottawa, Ottawa, Ontario, Canada</subfield>
    <subfield code="a">Davidson, F.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">National University of Galway, Ireland</subfield>
    <subfield code="a">Grehan, A.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Institute of Marine Research, Azores, Portugal</subfield>
    <subfield code="a">Morato, T.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Secretariat of the Convention on Biological Diversity, Montreal, Quebec, Canada</subfield>
    <subfield code="a">Appiott, J.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Bangor, Bangor, Wales, United Kingdom</subfield>
    <subfield code="a">Davis, A.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">CSIRO Oceans and Atmosphere, Hobart, Tasmania, Australia</subfield>
    <subfield code="a">Dunstan, P.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Fisheries and Oceans Canada, Institute of Ocean Sciences, Sidney, British Columbia, Canada</subfield>
    <subfield code="a">Du Preez, C.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Fisheries and Oceans Canada, Pacific Biological Station, Nanaimo, British Columbia, Canada</subfield>
    <subfield code="a">Finney, J.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Institute of Marine Research, Azores, Portugal</subfield>
    <subfield code="a">González-Irusta, J. M.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Plymouth, Plymouth, England, United Kingdom</subfield>
    <subfield code="a">Howell, K.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Ottawa, Ottawa, Ontario, Canada</subfield>
    <subfield code="a">Knudby, A.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Nova Scotia Community College, Dartmouth, Nova Scotia, Canada</subfield>
    <subfield code="a">Lacharité, M.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Secretariat of the Convention on Biological Diversity, Montreal, Quebec, Canada</subfield>
    <subfield code="a">Lee, J</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Fisheries and Oceans Canada, Bedford Institute of Oceanography, Dartmouth, NS, Canada</subfield>
    <subfield code="a">Murillo, F. J.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Fisheries and Oceans Canada, Bedford Institute of Oceanography, Dartmouth, NS, Canada</subfield>
    <subfield code="a">Beazley, L.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Edinburgh, Edinburgh, Scotland, United Kingdom</subfield>
    <subfield code="a">Roberts, J. M.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Bangor, Bangor, Wales, United Kingdom</subfield>
    <subfield code="a">Roberts, M.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Alaska Fisheries Science Center, Seattle, Washington, United States of America</subfield>
    <subfield code="a">Rooper, C.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">National Institute of Water and Atmospheric Research, Wellington, New Zealand</subfield>
    <subfield code="a">Rowden, A.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Fisheries and Oceans Canada, Institute of Ocean Sciences, Sidney, British Columbia, Canada</subfield>
    <subfield code="a">Rubidge, E.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">National Institute of Water and Atmospheric Research, Wellington, New Zealand</subfield>
    <subfield code="a">Rowden, A.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Fisheries and Oceans Canada, Bedford Institute of Oceanography, Dartmouth, NS, Canada</subfield>
    <subfield code="a">Stanley, R.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Marine Scotland Science, Aberdeen, Scotland, United Kingdom</subfield>
    <subfield code="a">Stirling, D.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Princeton University, Princeton, New Jersey, United States of America</subfield>
    <subfield code="a">Tanaka, K. R.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Helsinki, Helsinki, Finland</subfield>
    <subfield code="a">Vanhatalo, J.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Helsinki, Helsinki, Finland</subfield>
    <subfield code="a">Weigel, B.</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">CSIRO Oceans and Atmosphere, Hobart, Tasmania, Australia</subfield>
    <subfield code="a">Woolley, S</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Zoological Society of London, London, England, United Kingdom</subfield>
    <subfield code="a">Yesson, C.</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">2643396</subfield>
    <subfield code="z">md5:4d7ad06ee4f6854b0504c91323d90a56</subfield>
    <subfield code="u">https://zenodo.org/record/2583828/files/Kenchington  et al. (2019) Species Distribution Modelling in the Deep Sea Technical Report.pdf</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2019-03-01</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2019-03-01</subfield>
    <subfield code="b">Canadian Technical Report of Fisheries and Aquatic Sciences 3296 (2019)</subfield>
    <subfield code="a">Canada</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">openaire</subfield>
    <subfield code="p">user-atlas</subfield>
    <subfield code="o">oai:zenodo.org:2583828</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">Fisheries and Oceans Canada, Bedford Institute of Oceanography, Dartmouth, NS, Canada</subfield>
    <subfield code="a">Kenchington, E.</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Use of species distribution modeling in the deep sea</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-atlas</subfield>
  </datafield>
  <datafield tag="536" ind1=" " ind2=" ">
    <subfield code="c">678760</subfield>
    <subfield code="a">A Trans-AtLantic Assessment and deep-water ecosystem-based Spatial management plan for Europe</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u">http://creativecommons.org/licenses/by/4.0/legalcode</subfield>
    <subfield code="a">Creative Commons Attribution 4.0 International</subfield>
  </datafield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2">opendefinition.org</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&lt;p&gt;Use of Species Distribution Modeling in the Deep Sea.&amp;nbsp; Published in the Canadian Technical Report of&lt;br&gt;
Fisheries and Aquatic Sciences 3296 (2019)&lt;/p&gt;

&lt;p&gt;In the last two decades the use of species distribution modeling (SDM) for the study and management of marine species has increased dramatically. The availability of predictor variables on a global scale and the ease of use of SDM techniques have resulted in a proliferation of research on the topic of species distribution in the deep sea. Translation of research projects into management tools that can be used to make decisions in the face of changing climate and increasing exploitation of deep-sea resources has been less rapid but necessary. The goal of this workshop was to discuss methods and variables for modeling species distributions in deep-sea habitats and produce standards that can be used to judge SDMs that may be useful to meet management and conservation goals. During the workshop, approaches to modeling and environmental data were discussed and guidelines developed including the desire that 1) environmental variables should be chosen for ecological significance a priori; 2) the scale and accuracy of environmental data should be considered in choosing a modeling method; 3) when possible proxy variables such as depth should be avoided if causal variables are available; 4) models with statistically robust and rigorous outputs are preferred, but not always possible; and 5) model validation is important. Although general guidelines for SDMs were developed, in most cases management issues and objectives should be considered when designing a modeling project. In particular, the trade-off between model complexity and researcher&amp;rsquo;s ability to communicate input data, modeling method, results and uncertainty is an important consideration for the target audience.&lt;/p&gt;</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.2583827</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.2583828</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">publication</subfield>
    <subfield code="b">report</subfield>
  </datafield>
</record>
64
47
views
downloads
All versions This version
Views 6464
Downloads 4747
Data volume 124.2 MB124.2 MB
Unique views 5656
Unique downloads 4242

Share

Cite as