Modeling predator and prey hotspots: Management implications of baleen whale co-occurrence with krill in Central California.

As global ocean-bound commerce increases, managing human activities has become important in reducing conflict with threatened wildlife. This study investigates environmental factors determining abundance and distribution of blue whales (Balaenoptera musculus), humpback whales (Megaptera novaeangliae...

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Published in:PLOS ONE
Main Authors: R Cotton Rockwood, Meredith L Elliott, Benjamin Saenz, Nadav Nur, Jaime Jahncke
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2020
Subjects:
R
Q
Online Access:https://doi.org/10.1371/journal.pone.0235603
https://doaj.org/article/dda0750c5101462880456a5ba5ca04b9
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spelling ftdoajarticles:oai:doaj.org/article:dda0750c5101462880456a5ba5ca04b9 2023-05-15T15:36:25+02:00 Modeling predator and prey hotspots: Management implications of baleen whale co-occurrence with krill in Central California. R Cotton Rockwood Meredith L Elliott Benjamin Saenz Nadav Nur Jaime Jahncke 2020-01-01T00:00:00Z https://doi.org/10.1371/journal.pone.0235603 https://doaj.org/article/dda0750c5101462880456a5ba5ca04b9 EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pone.0235603 https://doaj.org/toc/1932-6203 1932-6203 doi:10.1371/journal.pone.0235603 https://doaj.org/article/dda0750c5101462880456a5ba5ca04b9 PLoS ONE, Vol 15, Iss 7, p e0235603 (2020) Medicine R Science Q article 2020 ftdoajarticles https://doi.org/10.1371/journal.pone.0235603 2022-12-31T11:55:31Z As global ocean-bound commerce increases, managing human activities has become important in reducing conflict with threatened wildlife. This study investigates environmental factors determining abundance and distribution of blue whales (Balaenoptera musculus), humpback whales (Megaptera novaeangliae) and their prey (Euphausia pacifica and Thysanoessa spinifera) in central California. We provide insights into environmental drivers of the ecology and distribution of these species, model whale distributions and determine coincident hotspots of whales and their prey that will help decrease human threats to whales and protect critical feeding habitat. We developed separate predictive models of whale abundances (using negative binomial regression on count data) and krill abundance (using a two-part hurdlemodel combining logistic and negative binomial regressions) over a 14 year period (2004-2017). Variables included in situ surface and midwater oceanographic measures (temperature, salinity, and fluorescence), basin-scale climate indices, and bathymetric- and distance-related data. Predictions were applied to 1 km2 cells spanning the study area for May, June, July, and September during each of the 14 years of surveys to identify persistent distribution patterns. Both whales and krill were found to consistently use the northeast region of Cordell Bank, the Farallon Escarpment, and the shelf-break waters. The main identified blue whale hotspots were also krill hotspots, while co-occurrence was more limited and varied seasonally for humpback whales and krill. These results are valuable in identifying patterns in important areas of ecological interaction to assist management of whales. Areas north of Cordell Bank are of particular management concern since they overlap with the end of the San Francisco Bay northern shipping lane. Our findings can help decrease threats to whales, particularly in important foraging areas, by supporting implementation of vessel management and informing potential conflicts with other human uses. Article in Journal/Newspaper Balaenoptera musculus baleen whale Blue whale Megaptera novaeangliae Directory of Open Access Journals: DOAJ Articles PLOS ONE 15 7 e0235603
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Medicine
R
Science
Q
spellingShingle Medicine
R
Science
Q
R Cotton Rockwood
Meredith L Elliott
Benjamin Saenz
Nadav Nur
Jaime Jahncke
Modeling predator and prey hotspots: Management implications of baleen whale co-occurrence with krill in Central California.
topic_facet Medicine
R
Science
Q
description As global ocean-bound commerce increases, managing human activities has become important in reducing conflict with threatened wildlife. This study investigates environmental factors determining abundance and distribution of blue whales (Balaenoptera musculus), humpback whales (Megaptera novaeangliae) and their prey (Euphausia pacifica and Thysanoessa spinifera) in central California. We provide insights into environmental drivers of the ecology and distribution of these species, model whale distributions and determine coincident hotspots of whales and their prey that will help decrease human threats to whales and protect critical feeding habitat. We developed separate predictive models of whale abundances (using negative binomial regression on count data) and krill abundance (using a two-part hurdlemodel combining logistic and negative binomial regressions) over a 14 year period (2004-2017). Variables included in situ surface and midwater oceanographic measures (temperature, salinity, and fluorescence), basin-scale climate indices, and bathymetric- and distance-related data. Predictions were applied to 1 km2 cells spanning the study area for May, June, July, and September during each of the 14 years of surveys to identify persistent distribution patterns. Both whales and krill were found to consistently use the northeast region of Cordell Bank, the Farallon Escarpment, and the shelf-break waters. The main identified blue whale hotspots were also krill hotspots, while co-occurrence was more limited and varied seasonally for humpback whales and krill. These results are valuable in identifying patterns in important areas of ecological interaction to assist management of whales. Areas north of Cordell Bank are of particular management concern since they overlap with the end of the San Francisco Bay northern shipping lane. Our findings can help decrease threats to whales, particularly in important foraging areas, by supporting implementation of vessel management and informing potential conflicts with other human uses.
format Article in Journal/Newspaper
author R Cotton Rockwood
Meredith L Elliott
Benjamin Saenz
Nadav Nur
Jaime Jahncke
author_facet R Cotton Rockwood
Meredith L Elliott
Benjamin Saenz
Nadav Nur
Jaime Jahncke
author_sort R Cotton Rockwood
title Modeling predator and prey hotspots: Management implications of baleen whale co-occurrence with krill in Central California.
title_short Modeling predator and prey hotspots: Management implications of baleen whale co-occurrence with krill in Central California.
title_full Modeling predator and prey hotspots: Management implications of baleen whale co-occurrence with krill in Central California.
title_fullStr Modeling predator and prey hotspots: Management implications of baleen whale co-occurrence with krill in Central California.
title_full_unstemmed Modeling predator and prey hotspots: Management implications of baleen whale co-occurrence with krill in Central California.
title_sort modeling predator and prey hotspots: management implications of baleen whale co-occurrence with krill in central california.
publisher Public Library of Science (PLoS)
publishDate 2020
url https://doi.org/10.1371/journal.pone.0235603
https://doaj.org/article/dda0750c5101462880456a5ba5ca04b9
genre Balaenoptera musculus
baleen whale
Blue whale
Megaptera novaeangliae
genre_facet Balaenoptera musculus
baleen whale
Blue whale
Megaptera novaeangliae
op_source PLoS ONE, Vol 15, Iss 7, p e0235603 (2020)
op_relation https://doi.org/10.1371/journal.pone.0235603
https://doaj.org/toc/1932-6203
1932-6203
doi:10.1371/journal.pone.0235603
https://doaj.org/article/dda0750c5101462880456a5ba5ca04b9
op_doi https://doi.org/10.1371/journal.pone.0235603
container_title PLOS ONE
container_volume 15
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