foieGras R package ...
Fits continuous-time random walk and correlated random walk state-space models to filter Argos satellite location data. Template Model Builder ('TMB') is used for fast estimation. The Argos data can be: (older) least squares-based locations; (newer) Kalman filter-based locations with error...
Main Authors: | , |
---|---|
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Zenodo
2019
|
Subjects: | |
Online Access: | https://dx.doi.org/10.5281/zenodo.2621429 https://zenodo.org/record/2621429 |
id |
ftdatacite:10.5281/zenodo.2621429 |
---|---|
record_format |
openpolar |
spelling |
ftdatacite:10.5281/zenodo.2621429 2023-06-11T04:11:26+02:00 foieGras R package ... Jonsen, Ian Patterson, Toby 2019 https://dx.doi.org/10.5281/zenodo.2621429 https://zenodo.org/record/2621429 en eng Zenodo https://dx.doi.org/10.5281/zenodo.2621430 Open Access GNU Affero General Public License v3.0 or later https://www.gnu.org/licenses/agpl.txt agpl-3.0-or-later info:eu-repo/semantics/openAccess state-space model Argos satellite system animal telemetry continuous-time random walk correlated random walk Software SoftwareSourceCode article 2019 ftdatacite https://doi.org/10.5281/zenodo.262142910.5281/zenodo.2621430 2023-05-02T10:59:18Z Fits continuous-time random walk and correlated random walk state-space models to filter Argos satellite location data. Template Model Builder ('TMB') is used for fast estimation. The Argos data can be: (older) least squares-based locations; (newer) Kalman filter-based locations with error ellipse information; or a mixture of both. Separate measurement models are used for these two data types. The models estimate two sets of location states corresponding to: 1) each observation, which are (usually) irregularly timed; and 2) user-specified time intervals (regular or irregular). Jonsen I, McMahon CR, Patterson TA, Auger-Methe M, Harcourt R, Hindell MA, Bestley S (2019) Movement responses to environment: fast inference of variation among southern elephant seals with a mixed effects model. Ecology 100:e02566 <doi:10.1002/ecy.2566>. ... : development version available on GitHub: https://github.com/ianjonsen/foieGras ... Article in Journal/Newspaper Elephant Seals Southern Elephant Seals DataCite Metadata Store (German National Library of Science and Technology) Harcourt ENVELOPE(172.417,172.417,-83.817,-83.817) McMahon ENVELOPE(65.148,65.148,-70.835,-70.835) |
institution |
Open Polar |
collection |
DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
English |
topic |
state-space model Argos satellite system animal telemetry continuous-time random walk correlated random walk |
spellingShingle |
state-space model Argos satellite system animal telemetry continuous-time random walk correlated random walk Jonsen, Ian Patterson, Toby foieGras R package ... |
topic_facet |
state-space model Argos satellite system animal telemetry continuous-time random walk correlated random walk |
description |
Fits continuous-time random walk and correlated random walk state-space models to filter Argos satellite location data. Template Model Builder ('TMB') is used for fast estimation. The Argos data can be: (older) least squares-based locations; (newer) Kalman filter-based locations with error ellipse information; or a mixture of both. Separate measurement models are used for these two data types. The models estimate two sets of location states corresponding to: 1) each observation, which are (usually) irregularly timed; and 2) user-specified time intervals (regular or irregular). Jonsen I, McMahon CR, Patterson TA, Auger-Methe M, Harcourt R, Hindell MA, Bestley S (2019) Movement responses to environment: fast inference of variation among southern elephant seals with a mixed effects model. Ecology 100:e02566 <doi:10.1002/ecy.2566>. ... : development version available on GitHub: https://github.com/ianjonsen/foieGras ... |
format |
Article in Journal/Newspaper |
author |
Jonsen, Ian Patterson, Toby |
author_facet |
Jonsen, Ian Patterson, Toby |
author_sort |
Jonsen, Ian |
title |
foieGras R package ... |
title_short |
foieGras R package ... |
title_full |
foieGras R package ... |
title_fullStr |
foieGras R package ... |
title_full_unstemmed |
foieGras R package ... |
title_sort |
foiegras r package ... |
publisher |
Zenodo |
publishDate |
2019 |
url |
https://dx.doi.org/10.5281/zenodo.2621429 https://zenodo.org/record/2621429 |
long_lat |
ENVELOPE(172.417,172.417,-83.817,-83.817) ENVELOPE(65.148,65.148,-70.835,-70.835) |
geographic |
Harcourt McMahon |
geographic_facet |
Harcourt McMahon |
genre |
Elephant Seals Southern Elephant Seals |
genre_facet |
Elephant Seals Southern Elephant Seals |
op_relation |
https://dx.doi.org/10.5281/zenodo.2621430 |
op_rights |
Open Access GNU Affero General Public License v3.0 or later https://www.gnu.org/licenses/agpl.txt agpl-3.0-or-later info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.5281/zenodo.262142910.5281/zenodo.2621430 |
_version_ |
1768386508713099264 |