Data

Switching state space model for pygmy blue whale satellite tag derived locations

Australian Ocean Data Network
Andrews-Goff, V., Double, M., Moller, L., Attard, C., Bilgmann, K., Jonsen, I. and Paton, D. ; ANDREWS-GOFF, VIRGINIA ; DOUBLE, MIKE ; MOLLER, LUCIANA ; ATTARD, CATHERINE ; BILGMANN, KERSTIN ; JONSEN, IAN ; PATON, DAVE
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ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rfr_id=info%3Asid%2FANDS&rft_id=Dataset DOI&rft.title=Switching state space model for pygmy blue whale satellite tag derived locations&rft.identifier=Dataset DOI&rft.publisher=Australian Antarctic Data Centre&rft.description=An R data file containing a hierarchical switching state-space model of pygmy blue whale Argos-collected telemetry data using the bsam package (see Jonsen (2016). Joint estimation over multiple individuals improves behavioural state inference from animal movement data. Scientific Reports 6: 20625.) in R. The model estimated location states for each individual at regular 3-h time intervals, accounting for measurement error in the irregularly observed Argos surface locations; and estimated the behavioural state associated with each location. Satellite tags were deployed on pygmy blue whales located in the Bonney Upwelling region, SA, between 7 January and 16 March 2015. File can be opened in R (A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/ ) using the code: readRDS('bw_3h_ssm.RDS')Progress Code: completed&rft.creator=Andrews-Goff, V., Double, M., Moller, L., Attard, C., Bilgmann, K., Jonsen, I. and Paton, D. &rft.creator=ANDREWS-GOFF, VIRGINIA &rft.creator=DOUBLE, MIKE &rft.creator=MOLLER, LUCIANA &rft.creator=ATTARD, CATHERINE &rft.creator=BILGMANN, KERSTIN &rft.creator=JONSEN, IAN &rft.creator=PATON, DAVE &rft.date=2020&rft.coverage=westlimit=110; southlimit=-45; eastlimit=150; northlimit=-5&rft.coverage=westlimit=110; southlimit=-45; eastlimit=150; northlimit=-5&rft_rights=This metadata record is publicly available.&rft_rights=These data are publicly available for download from the provided URL.&rft_rights= https://creativecommons.org/licenses/by/4.0/legalcode&rft_rights=This data set conforms to the CCBY Attribution License (http://creativecommons.org/licenses/by/4.0/). Please follow instructions listed in the citation reference provided at http://data.aad.gov.au/aadc/metadata/citation.cfm?entry_id=AAS_4101_pygmy_blue_whale_SSSM when using these data. http://creativecommons.org/licenses/by/4.0/).&rft_rights=Portable Network Graphic&rft_rights=https://i.creativecommons.org/l/by/3.0/88x31.png&rft_rights=Creative Commons by Attribution logo&rft_rights=Attribution 4.0 International (CC BY 4.0)&rft_rights=Legal code for Creative Commons by Attribution 4.0 International license&rft_rights=Attribution 4.0 International (CC BY 4.0)&rft_rights= https://creativecommons.org/licenses/by/4.0/legalcode&rft.type=dataset&rft.language=English Access the data
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This data set conforms to the CCBY Attribution License (http://creativecommons.org/licenses/by/4.0/).

Please follow instructions listed in the citation reference provided at http://data.aad.gov.au/aadc/metadata/citation.cfm?entry_id=AAS_4101_pygmy_blue_whale_SSSM when using these data.
http://creativecommons.org/licenses/by/4.0/).

Attribution 4.0 International (CC BY 4.0)

https://creativecommons.org/licenses/by/4.0/legalcode

This metadata record is publicly available.

These data are publicly available for download from the provided URL.

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Attribution 4.0 International (CC BY 4.0)

Legal code for Creative Commons by Attribution 4.0 International license

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Brief description

An R data file containing a hierarchical switching state-space model of pygmy blue whale Argos-collected telemetry data using the bsam package (see Jonsen (2016). Joint estimation over multiple individuals improves behavioural state inference from animal movement data. Scientific Reports 6: 20625.) in R. The model estimated location states for each individual at regular 3-h time intervals, accounting for measurement error in the irregularly observed Argos surface locations; and estimated the behavioural state associated with each location. Satellite tags were deployed on pygmy blue whales located in the Bonney Upwelling region, SA, between 7 January and 16 March 2015.

File can be opened in R (A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/ ) using the code: readRDS('bw_3h_ssm.RDS')

Lineage

Progress Code: completed

Notes

Purpose
This dataset is described in: Moller LM, Attard CRM, Bilgmann K, Andrews-Goff V, Jonsen I, Paton D and Double MC submitted. Movements, occupancy and behaviour of pygmy blue whales (Balaenoptera musculus brevicauda) satellite tagged in the Great Southern Australian Coastal Upwelling System.

Data time period: 2015-01-07 to 2016-03-16

150,-5 150,-45 110,-45 110,-5 150,-5

130,-25

text: westlimit=110; southlimit=-45; eastlimit=150; northlimit=-5

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Download the dataset. (GET DATA > DIRECT DOWNLOAD)

uri : https://data.aad.gov.au/eds/5094/download

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