Switching state space model for pygmy blue whale satellite tag derived locations
Progress Code: completed 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 Co...
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Australian Ocean Data Network
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Online Access: | https://researchdata.edu.au/switching-state-space-derived-locations/2819502 |
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ftands:oai:ands.org.au::2819502 2023-10-09T21:50:07+02:00 Switching state space model for pygmy blue whale satellite tag derived locations Spatial: westlimit=110; southlimit=-45; eastlimit=150; northlimit=-5 Temporal: From 2015-01-07 to 2016-03-16 https://researchdata.edu.au/switching-state-space-derived-locations/2819502 unknown Australian Ocean Data Network https://researchdata.edu.au/switching-state-space-derived-locations/2819502 AAS_4101_pygmy_blue_whale_SSSM Dataset DOI AU/AADC > Australian Antarctic Data Centre, Australia oceans biota EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > ANIMALS/VERTEBRATES > MAMMALS > CETACEANS > BALEEN WHALES BIOSPHERE > ECOLOGICAL DYNAMICS > SPECIES/POPULATION INTERACTIONS > USE/FEEDING HABITATS CLIMATE INDICATORS > BIOSPHERIC INDICATORS > SPECIES MIGRATION OCEANS > OCEAN CIRCULATION > UPWELLING/DOWNWELLING SATELLITE TELEMETRY Computer > Computer SATELLITES MODELS CEOS AMD/AU AMD OCEAN > INDIAN OCEAN > EASTERN INDIAN OCEAN GEOGRAPHIC REGION > POLAR BONNEY UPWELLING GREAT SOUTHERN AUSTRALIAN COASTAL UPWELLING SYSTEM INDIAN OCEAN dataset ftands 2023-09-18T22:45:51Z Progress Code: completed 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. 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') Dataset Balaenoptera musculus baleen whales Blue whale Research Data Australia (Australian National Data Service - ANDS) Indian Bonney ENVELOPE(162.417,162.417,-77.717,-77.717) Goff ENVELOPE(-62.433,-62.433,-64.267,-64.267) |
institution |
Open Polar |
collection |
Research Data Australia (Australian National Data Service - ANDS) |
op_collection_id |
ftands |
language |
unknown |
topic |
oceans biota EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > ANIMALS/VERTEBRATES > MAMMALS > CETACEANS > BALEEN WHALES BIOSPHERE > ECOLOGICAL DYNAMICS > SPECIES/POPULATION INTERACTIONS > USE/FEEDING HABITATS CLIMATE INDICATORS > BIOSPHERIC INDICATORS > SPECIES MIGRATION OCEANS > OCEAN CIRCULATION > UPWELLING/DOWNWELLING SATELLITE TELEMETRY Computer > Computer SATELLITES MODELS CEOS AMD/AU AMD OCEAN > INDIAN OCEAN > EASTERN INDIAN OCEAN GEOGRAPHIC REGION > POLAR BONNEY UPWELLING GREAT SOUTHERN AUSTRALIAN COASTAL UPWELLING SYSTEM INDIAN OCEAN |
spellingShingle |
oceans biota EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > ANIMALS/VERTEBRATES > MAMMALS > CETACEANS > BALEEN WHALES BIOSPHERE > ECOLOGICAL DYNAMICS > SPECIES/POPULATION INTERACTIONS > USE/FEEDING HABITATS CLIMATE INDICATORS > BIOSPHERIC INDICATORS > SPECIES MIGRATION OCEANS > OCEAN CIRCULATION > UPWELLING/DOWNWELLING SATELLITE TELEMETRY Computer > Computer SATELLITES MODELS CEOS AMD/AU AMD OCEAN > INDIAN OCEAN > EASTERN INDIAN OCEAN GEOGRAPHIC REGION > POLAR BONNEY UPWELLING GREAT SOUTHERN AUSTRALIAN COASTAL UPWELLING SYSTEM INDIAN OCEAN Switching state space model for pygmy blue whale satellite tag derived locations |
topic_facet |
oceans biota EARTH SCIENCE > BIOLOGICAL CLASSIFICATION > ANIMALS/VERTEBRATES > MAMMALS > CETACEANS > BALEEN WHALES BIOSPHERE > ECOLOGICAL DYNAMICS > SPECIES/POPULATION INTERACTIONS > USE/FEEDING HABITATS CLIMATE INDICATORS > BIOSPHERIC INDICATORS > SPECIES MIGRATION OCEANS > OCEAN CIRCULATION > UPWELLING/DOWNWELLING SATELLITE TELEMETRY Computer > Computer SATELLITES MODELS CEOS AMD/AU AMD OCEAN > INDIAN OCEAN > EASTERN INDIAN OCEAN GEOGRAPHIC REGION > POLAR BONNEY UPWELLING GREAT SOUTHERN AUSTRALIAN COASTAL UPWELLING SYSTEM INDIAN OCEAN |
description |
Progress Code: completed 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. 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') |
format |
Dataset |
title |
Switching state space model for pygmy blue whale satellite tag derived locations |
title_short |
Switching state space model for pygmy blue whale satellite tag derived locations |
title_full |
Switching state space model for pygmy blue whale satellite tag derived locations |
title_fullStr |
Switching state space model for pygmy blue whale satellite tag derived locations |
title_full_unstemmed |
Switching state space model for pygmy blue whale satellite tag derived locations |
title_sort |
switching state space model for pygmy blue whale satellite tag derived locations |
publisher |
Australian Ocean Data Network |
url |
https://researchdata.edu.au/switching-state-space-derived-locations/2819502 |
op_coverage |
Spatial: westlimit=110; southlimit=-45; eastlimit=150; northlimit=-5 Temporal: From 2015-01-07 to 2016-03-16 |
long_lat |
ENVELOPE(162.417,162.417,-77.717,-77.717) ENVELOPE(-62.433,-62.433,-64.267,-64.267) |
geographic |
Indian Bonney Goff |
geographic_facet |
Indian Bonney Goff |
genre |
Balaenoptera musculus baleen whales Blue whale |
genre_facet |
Balaenoptera musculus baleen whales Blue whale |
op_source |
AU/AADC > Australian Antarctic Data Centre, Australia |
op_relation |
https://researchdata.edu.au/switching-state-space-derived-locations/2819502 AAS_4101_pygmy_blue_whale_SSSM Dataset DOI |
_version_ |
1779313173988376576 |