Data

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

Australian Antarctic Data Centre
ANDREWS-GOFF, VIRGINIA ; DOUBLE, MIKE ; MOLLER, LUCIANA ; ATTARD, CATHERINE ; BILGMANN, KERSTIN ; JONSEN, IAN ; PATON, DAVE
Viewed: [[ro.stat.viewed]] Cited: [[ro.stat.cited]] Accessed: [[ro.stat.accessed]]
ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rfr_id=info%3Asid%2FANDS&rft_id=info:doi10.26179/5e671120e52b4&rft.title=Switching state space model for pygmy blue whale satellite tag derived locations&rft.identifier=10.26179/5e671120e52b4&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')&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=northlimit=-5; southlimit=-45; westlimit=110; eastLimit=150; projection=WGS84&rft.coverage=northlimit=-5; southlimit=-45; westlimit=110; eastLimit=150; projection=WGS84&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.&rft_subject=biota&rft_subject=oceans&rft_subject=BALEEN WHALES&rft_subject=EARTH SCIENCE&rft_subject=BIOLOGICAL CLASSIFICATION&rft_subject=ANIMALS/VERTEBRATES&rft_subject=MAMMALS&rft_subject=CETACEANS&rft_subject=USE/FEEDING HABITATS&rft_subject=BIOSPHERE&rft_subject=ECOLOGICAL DYNAMICS&rft_subject=SPECIES/POPULATION INTERACTIONS&rft_subject=SPECIES MIGRATION&rft_subject=CLIMATE INDICATORS&rft_subject=BIOSPHERIC INDICATORS&rft_subject=UPWELLING/DOWNWELLING&rft_subject=OCEANS&rft_subject=OCEAN CIRCULATION&rft_subject=SATELLITE TELEMETRY&rft_subject=Computer > Computer&rft_subject=SATELLITES&rft_subject=MODELS&rft_subject=EARTH SCIENCE SERVICES&rft_subject=OCEAN > INDIAN OCEAN > EASTERN INDIAN OCEAN&rft_subject=GEOGRAPHIC REGION > POLAR&rft_subject=OCEAN > INDIAN OCEAN > BONNEY UPWELLING&rft_subject=OCEAN > INDIAN OCEAN > GREAT SOUTHERN AUSTRALIAN COASTAL UPWELLING SYSTEM&rft_subject=OCEAN > INDIAN OCEAN&rft_place=Hobart&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.

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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')

Issued: 2020-03-10

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

This dataset is part of a larger collection

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text: northlimit=-5; southlimit=-45; westlimit=110; eastLimit=150; projection=WGS84

Subjects
ANIMALS/VERTEBRATES | BALEEN WHALES | BIOLOGICAL CLASSIFICATION | BIOSPHERE | BIOSPHERIC INDICATORS | CETACEANS | CLIMATE INDICATORS | Computer > Computer | EARTH SCIENCE | EARTH SCIENCE SERVICES | ECOLOGICAL DYNAMICS | GEOGRAPHIC REGION > POLAR | MAMMALS | MODELS | OCEAN > INDIAN OCEAN | OCEAN > INDIAN OCEAN > BONNEY UPWELLING | OCEAN > INDIAN OCEAN > EASTERN INDIAN OCEAN | OCEAN > INDIAN OCEAN > GREAT SOUTHERN AUSTRALIAN COASTAL UPWELLING SYSTEM | OCEAN CIRCULATION | OCEANS | SATELLITE TELEMETRY | SATELLITES | SPECIES MIGRATION | SPECIES/POPULATION INTERACTIONS | UPWELLING/DOWNWELLING | USE/FEEDING HABITATS | biota | oceans |

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AU-ANL:PEAU : http://nla.gov.au/nla.party-617536

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