Open‐source workflow approaches to passive acoustic monitoring of bats ...
(Uploaded by Plazi for the Bat Literature Project) Abstract The affordability, storage and power capacity of compact modern recording hardware have evolved passive acoustic monitoring (PAM) of animals and soundscapes into a non‐invasive, cost‐effective tool for research and ecological management par...
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ftdatacite:10.5281/zenodo.13481426 2024-09-15T18:39:11+00:00 Open‐source workflow approaches to passive acoustic monitoring of bats ... Brinkløv, Signe M. M. Macaulay, Jamie Bergler, Christian Tougaard, Jakob Beedholm, Kristian Elmeros, Morten Madsen, Peter Teglberg 2023 https://dx.doi.org/10.5281/zenodo.13481426 https://zenodo.org/doi/10.5281/zenodo.13481426 unknown Zenodo hash://md5/d19c521e523f9db4f96ff177deaf43e5 hash://sha256/bd16cb6aa2f11c0cee55f1106bf72ede36da9e469f8357b0f16016f92acce691 zotero://select/groups/5435545/items/DF7KGHEX https://zotero.org/groups/5435545/items/DF7KGHEX https://linker.bio/cut:hash://md5/e5be0ed60f826a36e0b24b6fb45c59c3!/b251021-253500 hash://md5/26f7ce5dd404e33c6570edd4ba250d20 hash://md5/d19c521e523f9db4f96ff177deaf43e5 hash://sha256/bd16cb6aa2f11c0cee55f1106bf72ede36da9e469f8357b0f16016f92acce691 zotero://select/groups/5435545/items/DF7KGHEX https://zotero.org/groups/5435545/items/DF7KGHEX https://linker.bio/cut:hash://md5/e5be0ed60f826a36e0b24b6fb45c59c3!/b251021-253500 hash://md5/26f7ce5dd404e33c6570edd4ba250d20 https://dx.doi.org/10.5281/zenodo.1410543 https://dx.doi.org/10.5281/zenodo.13481427 Biodiversity Mammalia Chiroptera Chordata Animalia bats bat JournalArticle ScholarlyArticle article-journal 2023 ftdatacite https://doi.org/10.5281/zenodo.1348142610.5281/zenodo.141054310.5281/zenodo.13481427 2024-09-02T10:17:10Z (Uploaded by Plazi for the Bat Literature Project) Abstract The affordability, storage and power capacity of compact modern recording hardware have evolved passive acoustic monitoring (PAM) of animals and soundscapes into a non‐invasive, cost‐effective tool for research and ecological management particularly useful for bats and toothed whales that orient and forage using ultrasonic echolocation. The use of PAM at large scales hinges on effective automated detectors and species classifiers which, combined with distance sampling approaches, have enabled species abundance estimation of toothed whales. But standardized, user‐friendly and open access automated detection and classification workflows are in demand for this key conservation metric to be realized for bats. We used the PAMGuard toolbox including its new deep learning classification module to test the performance of four open‐source workflows for automated analyses of acoustic datasets from bats. Each workflow used a different initial detection ... Article in Journal/Newspaper toothed whales DataCite |
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unknown |
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Biodiversity Mammalia Chiroptera Chordata Animalia bats bat |
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Biodiversity Mammalia Chiroptera Chordata Animalia bats bat Brinkløv, Signe M. M. Macaulay, Jamie Bergler, Christian Tougaard, Jakob Beedholm, Kristian Elmeros, Morten Madsen, Peter Teglberg Open‐source workflow approaches to passive acoustic monitoring of bats ... |
topic_facet |
Biodiversity Mammalia Chiroptera Chordata Animalia bats bat |
description |
(Uploaded by Plazi for the Bat Literature Project) Abstract The affordability, storage and power capacity of compact modern recording hardware have evolved passive acoustic monitoring (PAM) of animals and soundscapes into a non‐invasive, cost‐effective tool for research and ecological management particularly useful for bats and toothed whales that orient and forage using ultrasonic echolocation. The use of PAM at large scales hinges on effective automated detectors and species classifiers which, combined with distance sampling approaches, have enabled species abundance estimation of toothed whales. But standardized, user‐friendly and open access automated detection and classification workflows are in demand for this key conservation metric to be realized for bats. We used the PAMGuard toolbox including its new deep learning classification module to test the performance of four open‐source workflows for automated analyses of acoustic datasets from bats. Each workflow used a different initial detection ... |
format |
Article in Journal/Newspaper |
author |
Brinkløv, Signe M. M. Macaulay, Jamie Bergler, Christian Tougaard, Jakob Beedholm, Kristian Elmeros, Morten Madsen, Peter Teglberg |
author_facet |
Brinkløv, Signe M. M. Macaulay, Jamie Bergler, Christian Tougaard, Jakob Beedholm, Kristian Elmeros, Morten Madsen, Peter Teglberg |
author_sort |
Brinkløv, Signe M. M. |
title |
Open‐source workflow approaches to passive acoustic monitoring of bats ... |
title_short |
Open‐source workflow approaches to passive acoustic monitoring of bats ... |
title_full |
Open‐source workflow approaches to passive acoustic monitoring of bats ... |
title_fullStr |
Open‐source workflow approaches to passive acoustic monitoring of bats ... |
title_full_unstemmed |
Open‐source workflow approaches to passive acoustic monitoring of bats ... |
title_sort |
open‐source workflow approaches to passive acoustic monitoring of bats ... |
publisher |
Zenodo |
publishDate |
2023 |
url |
https://dx.doi.org/10.5281/zenodo.13481426 https://zenodo.org/doi/10.5281/zenodo.13481426 |
genre |
toothed whales |
genre_facet |
toothed whales |
op_relation |
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op_doi |
https://doi.org/10.5281/zenodo.1348142610.5281/zenodo.141054310.5281/zenodo.13481427 |
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1810483590793789440 |