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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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)

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This metadata record is publicly available.

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

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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')

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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

This dataset is part of a larger collection

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

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

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Download the dataset. (GET DATA > DIRECT DOWNLOAD)

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

Identifiers
  • global : AAS_4101_pygmy_blue_whale_SSSM
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