Modeling the distribution of the North Atlantic right whale Eubalaena glacialis off coastal Maine by areal co-kriging

To enhance recovery of the Endangered North Atlantic right whale Eubalaena glacialis, mitigation strategies are needed to reduce the leading causes of injury and mortality of these animals, which include ship strikes and entanglement in fishing gear. Such efforts require information on the spatial a...

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Published in:Endangered Species Research
Main Authors: B Wikgren, H Kite-Powell, S Kraus
Format: Article in Journal/Newspaper
Language:English
Published: Inter-Research 2014
Subjects:
Online Access:https://doi.org/10.3354/esr00579
https://doaj.org/article/16b901600f2f44958bab46da4cdda0f3
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spelling ftdoajarticles:oai:doaj.org/article:16b901600f2f44958bab46da4cdda0f3 2023-05-15T16:08:16+02:00 Modeling the distribution of the North Atlantic right whale Eubalaena glacialis off coastal Maine by areal co-kriging B Wikgren H Kite-Powell S Kraus 2014-04-01T00:00:00Z https://doi.org/10.3354/esr00579 https://doaj.org/article/16b901600f2f44958bab46da4cdda0f3 EN eng Inter-Research https://www.int-res.com/abstracts/esr/v24/n1/p21-31/ https://doaj.org/toc/1863-5407 https://doaj.org/toc/1613-4796 1863-5407 1613-4796 doi:10.3354/esr00579 https://doaj.org/article/16b901600f2f44958bab46da4cdda0f3 Endangered Species Research, Vol 24, Iss 1, Pp 21-31 (2014) Zoology QL1-991 Botany QK1-989 article 2014 ftdoajarticles https://doi.org/10.3354/esr00579 2022-12-30T20:22:05Z To enhance recovery of the Endangered North Atlantic right whale Eubalaena glacialis, mitigation strategies are needed to reduce the leading causes of injury and mortality of these animals, which include ship strikes and entanglement in fishing gear. Such efforts require information on the spatial and temporal distribution of right whales that can be analyzed against risk factors to identify solutions to protect whales while minimizing economic impacts to industry. Currently, no methods adequately make use of all available data to characterize right whale distribution, often leaving data gaps or misrepresenting whale activity in areas where we have limited systematic survey data. In response to this, an areal co-kriging interpolation technique was developed using ArcGIS 10.1 Geostatistical Analyst, utilizing all available right whale location data including systematic survey data, opportunistic sightings data, and satellite tag data. With many management plans shaped around specific geographic zones, this methodology was developed with the option to summarize information within user-defined polygons depending on the management regime. For this paper, whale distribution predictions were summarized to 524 irregularly shaped polygons off coastal Maine, representing lobster fishing zones at a 2 mo temporal scale. Results indicate that the predicted values fall within reasonable ranges, appropriately represent seasonal differences, and better represent right whale distribution patterns compared to other methods. Article in Journal/Newspaper Eubalaena glacialis North Atlantic North Atlantic right whale Directory of Open Access Journals: DOAJ Articles Endangered Species Research 24 1 21 31
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Zoology
QL1-991
Botany
QK1-989
spellingShingle Zoology
QL1-991
Botany
QK1-989
B Wikgren
H Kite-Powell
S Kraus
Modeling the distribution of the North Atlantic right whale Eubalaena glacialis off coastal Maine by areal co-kriging
topic_facet Zoology
QL1-991
Botany
QK1-989
description To enhance recovery of the Endangered North Atlantic right whale Eubalaena glacialis, mitigation strategies are needed to reduce the leading causes of injury and mortality of these animals, which include ship strikes and entanglement in fishing gear. Such efforts require information on the spatial and temporal distribution of right whales that can be analyzed against risk factors to identify solutions to protect whales while minimizing economic impacts to industry. Currently, no methods adequately make use of all available data to characterize right whale distribution, often leaving data gaps or misrepresenting whale activity in areas where we have limited systematic survey data. In response to this, an areal co-kriging interpolation technique was developed using ArcGIS 10.1 Geostatistical Analyst, utilizing all available right whale location data including systematic survey data, opportunistic sightings data, and satellite tag data. With many management plans shaped around specific geographic zones, this methodology was developed with the option to summarize information within user-defined polygons depending on the management regime. For this paper, whale distribution predictions were summarized to 524 irregularly shaped polygons off coastal Maine, representing lobster fishing zones at a 2 mo temporal scale. Results indicate that the predicted values fall within reasonable ranges, appropriately represent seasonal differences, and better represent right whale distribution patterns compared to other methods.
format Article in Journal/Newspaper
author B Wikgren
H Kite-Powell
S Kraus
author_facet B Wikgren
H Kite-Powell
S Kraus
author_sort B Wikgren
title Modeling the distribution of the North Atlantic right whale Eubalaena glacialis off coastal Maine by areal co-kriging
title_short Modeling the distribution of the North Atlantic right whale Eubalaena glacialis off coastal Maine by areal co-kriging
title_full Modeling the distribution of the North Atlantic right whale Eubalaena glacialis off coastal Maine by areal co-kriging
title_fullStr Modeling the distribution of the North Atlantic right whale Eubalaena glacialis off coastal Maine by areal co-kriging
title_full_unstemmed Modeling the distribution of the North Atlantic right whale Eubalaena glacialis off coastal Maine by areal co-kriging
title_sort modeling the distribution of the north atlantic right whale eubalaena glacialis off coastal maine by areal co-kriging
publisher Inter-Research
publishDate 2014
url https://doi.org/10.3354/esr00579
https://doaj.org/article/16b901600f2f44958bab46da4cdda0f3
genre Eubalaena glacialis
North Atlantic
North Atlantic right whale
genre_facet Eubalaena glacialis
North Atlantic
North Atlantic right whale
op_source Endangered Species Research, Vol 24, Iss 1, Pp 21-31 (2014)
op_relation https://www.int-res.com/abstracts/esr/v24/n1/p21-31/
https://doaj.org/toc/1863-5407
https://doaj.org/toc/1613-4796
1863-5407
1613-4796
doi:10.3354/esr00579
https://doaj.org/article/16b901600f2f44958bab46da4cdda0f3
op_doi https://doi.org/10.3354/esr00579
container_title Endangered Species Research
container_volume 24
container_issue 1
container_start_page 21
op_container_end_page 31
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