The tag location problem ...
This thesis provides an integrated approach to common problems with location estimation for animal tracking. Many existing techniques confound problems of location accuracy with simplistic track representations and under-utilization of available data. Traditional techniques such as speed ltering and...
Main Author: | |
---|---|
Format: | Thesis |
Language: | unknown |
Published: |
University Of Tasmania
2023
|
Subjects: | |
Online Access: | https://dx.doi.org/10.25959/23209538 https://figshare.utas.edu.au/articles/thesis/The_tag_location_problem/23209538 |
id |
ftdatacite:10.25959/23209538 |
---|---|
record_format |
openpolar |
spelling |
ftdatacite:10.25959/23209538 2023-06-11T04:11:26+02:00 The tag location problem ... Sumner, Jeremy 2023 https://dx.doi.org/10.25959/23209538 https://figshare.utas.edu.au/articles/thesis/The_tag_location_problem/23209538 unknown University Of Tasmania In Copyright http://rightsstatements.org/vocab/InC/1.0/ article-journal Text ScholarlyArticle Thesis 2023 ftdatacite https://doi.org/10.25959/23209538 2023-06-01T12:09:27Z This thesis provides an integrated approach to common problems with location estimation for animal tracking. Many existing techniques confound problems of location accuracy with simplistic track representations and under-utilization of available data. Traditional techniques such as speed ltering and time spent maps are illustrated with a software package developed by the author with examples of location estimates from southern elephant seals. This software enables the application and exploration of various techniques that have previously not been available in a single solution. These include ltering, temporal gridding, projection transformation and GIS integration. A novel Bayesian approach is introduced for the more general problems faced by dierent tagging techniques. This approach integrates all sources of data including movement models, environmental data and prior knowledge. This general framework is illustrated by application to satellite tag data and light-measuring tag data. Examples are used to ... Thesis Elephant Seals Southern Elephant Seals DataCite Metadata Store (German National Library of Science and Technology) |
institution |
Open Polar |
collection |
DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
unknown |
description |
This thesis provides an integrated approach to common problems with location estimation for animal tracking. Many existing techniques confound problems of location accuracy with simplistic track representations and under-utilization of available data. Traditional techniques such as speed ltering and time spent maps are illustrated with a software package developed by the author with examples of location estimates from southern elephant seals. This software enables the application and exploration of various techniques that have previously not been available in a single solution. These include ltering, temporal gridding, projection transformation and GIS integration. A novel Bayesian approach is introduced for the more general problems faced by dierent tagging techniques. This approach integrates all sources of data including movement models, environmental data and prior knowledge. This general framework is illustrated by application to satellite tag data and light-measuring tag data. Examples are used to ... |
format |
Thesis |
author |
Sumner, Jeremy |
spellingShingle |
Sumner, Jeremy The tag location problem ... |
author_facet |
Sumner, Jeremy |
author_sort |
Sumner, Jeremy |
title |
The tag location problem ... |
title_short |
The tag location problem ... |
title_full |
The tag location problem ... |
title_fullStr |
The tag location problem ... |
title_full_unstemmed |
The tag location problem ... |
title_sort |
tag location problem ... |
publisher |
University Of Tasmania |
publishDate |
2023 |
url |
https://dx.doi.org/10.25959/23209538 https://figshare.utas.edu.au/articles/thesis/The_tag_location_problem/23209538 |
genre |
Elephant Seals Southern Elephant Seals |
genre_facet |
Elephant Seals Southern Elephant Seals |
op_rights |
In Copyright http://rightsstatements.org/vocab/InC/1.0/ |
op_doi |
https://doi.org/10.25959/23209538 |
_version_ |
1768386504905719808 |