The Utility of Environmental DNA and Species Distribution Models in Assessing the Habitat Requirements of Twelve Fish Species in Alaskan North Slope Rivers

Subsistence fishing is a vital component of Alaska’s North Slope borough economy and culture that is being threatened by human disturbance. These threats mean the fish must be protected, but the size of the region makes conservation planning difficult. Fortunately, advances in species distribution m...

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Main Author: Eddings, James B.
Format: Text
Language:unknown
Published: DigitalCommons@USU 2020
Subjects:
SDM
Online Access:https://digitalcommons.usu.edu/etd/7708
https://doi.org/10.26076/8e79-5b12
https://digitalcommons.usu.edu/context/etd/article/8843/viewcontent/WATSetd2020May_Eddings_James.pdf
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spelling ftutahsudc:oai:digitalcommons.usu.edu:etd-8843 2023-06-11T04:15:12+02:00 The Utility of Environmental DNA and Species Distribution Models in Assessing the Habitat Requirements of Twelve Fish Species in Alaskan North Slope Rivers Eddings, James B. 2020-05-01T07:00:00Z application/pdf https://digitalcommons.usu.edu/etd/7708 https://doi.org/10.26076/8e79-5b12 https://digitalcommons.usu.edu/context/etd/article/8843/viewcontent/WATSetd2020May_Eddings_James.pdf unknown DigitalCommons@USU https://digitalcommons.usu.edu/etd/7708 doi:10.26076/8e79-5b12 https://digitalcommons.usu.edu/context/etd/article/8843/viewcontent/WATSetd2020May_Eddings_James.pdf Copyright for this work is held by the author. Transmission or reproduction of materials protected by copyright beyond that allowed by fair use requires the written permission of the copyright owners. Works not in the public domain cannot be commercially exploited without permission of the copyright owner. Responsibility for any use rests exclusively with the user. For more information contact digitalcommons@usu.edu. All Graduate Theses and Dissertations Modeling distributions environmental DNA eDNA mapping assessment SDM fish Alaska Ecology and Evolutionary Biology text 2020 ftutahsudc https://doi.org/10.26076/8e79-5b12 2023-05-11T17:33:08Z Subsistence fishing is a vital component of Alaska’s North Slope borough economy and culture that is being threatened by human disturbance. These threats mean the fish must be protected, but the size of the region makes conservation planning difficult. Fortunately, advances in species distribution models (SDMs), environmental DNA (eDNA), and remote sensing technologies provide potential to better understand species’ needs and guide management. The objectives of my study were to: (1) map the current habitat suitability for twelve fish species, occurring in Alaska’s North Slope, (2) determine if SDMs based on eDNA data performed similarly to, or improved, models based on traditional sampling data, and (3) predict how species distributions will shift in the future in response to climate change. I was able to produce robust models for 8 of 12 species that relate environmental characteristics to a species’ presence or absence and identify stream reaches where species are likely to occur. Unfortunately, the use of eDNA data did not produce useful models in Northern Alaskan rivers. However, I was able to generate predictions of species distributions into the future that should help inform management for years to come. Text north slope Alaska Utah State University: DigitalCommons@USU
institution Open Polar
collection Utah State University: DigitalCommons@USU
op_collection_id ftutahsudc
language unknown
topic Modeling
distributions
environmental DNA
eDNA
mapping
assessment
SDM
fish
Alaska
Ecology and Evolutionary Biology
spellingShingle Modeling
distributions
environmental DNA
eDNA
mapping
assessment
SDM
fish
Alaska
Ecology and Evolutionary Biology
Eddings, James B.
The Utility of Environmental DNA and Species Distribution Models in Assessing the Habitat Requirements of Twelve Fish Species in Alaskan North Slope Rivers
topic_facet Modeling
distributions
environmental DNA
eDNA
mapping
assessment
SDM
fish
Alaska
Ecology and Evolutionary Biology
description Subsistence fishing is a vital component of Alaska’s North Slope borough economy and culture that is being threatened by human disturbance. These threats mean the fish must be protected, but the size of the region makes conservation planning difficult. Fortunately, advances in species distribution models (SDMs), environmental DNA (eDNA), and remote sensing technologies provide potential to better understand species’ needs and guide management. The objectives of my study were to: (1) map the current habitat suitability for twelve fish species, occurring in Alaska’s North Slope, (2) determine if SDMs based on eDNA data performed similarly to, or improved, models based on traditional sampling data, and (3) predict how species distributions will shift in the future in response to climate change. I was able to produce robust models for 8 of 12 species that relate environmental characteristics to a species’ presence or absence and identify stream reaches where species are likely to occur. Unfortunately, the use of eDNA data did not produce useful models in Northern Alaskan rivers. However, I was able to generate predictions of species distributions into the future that should help inform management for years to come.
format Text
author Eddings, James B.
author_facet Eddings, James B.
author_sort Eddings, James B.
title The Utility of Environmental DNA and Species Distribution Models in Assessing the Habitat Requirements of Twelve Fish Species in Alaskan North Slope Rivers
title_short The Utility of Environmental DNA and Species Distribution Models in Assessing the Habitat Requirements of Twelve Fish Species in Alaskan North Slope Rivers
title_full The Utility of Environmental DNA and Species Distribution Models in Assessing the Habitat Requirements of Twelve Fish Species in Alaskan North Slope Rivers
title_fullStr The Utility of Environmental DNA and Species Distribution Models in Assessing the Habitat Requirements of Twelve Fish Species in Alaskan North Slope Rivers
title_full_unstemmed The Utility of Environmental DNA and Species Distribution Models in Assessing the Habitat Requirements of Twelve Fish Species in Alaskan North Slope Rivers
title_sort utility of environmental dna and species distribution models in assessing the habitat requirements of twelve fish species in alaskan north slope rivers
publisher DigitalCommons@USU
publishDate 2020
url https://digitalcommons.usu.edu/etd/7708
https://doi.org/10.26076/8e79-5b12
https://digitalcommons.usu.edu/context/etd/article/8843/viewcontent/WATSetd2020May_Eddings_James.pdf
genre north slope
Alaska
genre_facet north slope
Alaska
op_source All Graduate Theses and Dissertations
op_relation https://digitalcommons.usu.edu/etd/7708
doi:10.26076/8e79-5b12
https://digitalcommons.usu.edu/context/etd/article/8843/viewcontent/WATSetd2020May_Eddings_James.pdf
op_rights Copyright for this work is held by the author. Transmission or reproduction of materials protected by copyright beyond that allowed by fair use requires the written permission of the copyright owners. Works not in the public domain cannot be commercially exploited without permission of the copyright owner. Responsibility for any use rests exclusively with the user. For more information contact digitalcommons@usu.edu.
op_doi https://doi.org/10.26076/8e79-5b12
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