Reconstructed hydrophone images obtained as the output of an autoencoder model fed with original hydrophone spectrograms obtained from different hydrophones in the Northeast Pacific and in the Canadian Arctic
This data package contains 2024 reconstructed hydrophone spectrograms that were generated by the autoencoder model that is described in the publication “Anomaly detection in complex data: a practical application when outliers are few” by Engida, Z., Foloni-Neto, H., Slonimer, A., Bedard, J., Alam, F...
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| Format: | Still Image |
| Language: | English |
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Borealis
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| Online Access: | https://doi.org/10.5683/SP3/DK80XW |
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ftborealisdata:doi:10.5683/SP3/DK80XW 2023-05-15T14:27:54+02:00 Reconstructed hydrophone images obtained as the output of an autoencoder model fed with original hydrophone spectrograms obtained from different hydrophones in the Northeast Pacific and in the Canadian Arctic Ocean Networks Canada Ridsdale, Chantel https://doi.org/10.5683/SP3/DK80XW English eng Borealis Ocean Networks Canada Society. 2022. Collection: Anomalous spectrograms obtained from Ocean Networks Canada's hydrophones deployed along the North Pacific and Canadian Arctic 2014-2021, used as an additional test for an autoencoder model developed to find anomalous hydrophone data. Ocean Networks Canada Society. https://doi.datacite.org/dois/10.26152%2Fw90h-mj32 Ocean Networks Canada Society. 2018. Strait of Georgia Central Hydrophone Deployed 2018-09-30. Ocean Networks Canada Society. https://doi.org/10.34943/3aedad79-0a8d-48b7-a4f6-9e70195c6824. Subset Query: 16116109. Accessed 2022-05-25. Query Details:[ https://data.oceannetworks.ca/DatasetLandingPage?queryPid=16116109%7Chttps://data.oceannetworks.ca/DatasetLandingPage?queryPid=16116109] https://doi.org/10.5683/SP3/DK80XW Earth and Environmental Sciences Ocean Sonics icListen AF hydrophone Ocean Sonics icListen HF hydrophone GeoSpectrum M36-100 hydrophone hydrophones Northeast Pacific Ocean Sound Folger Deep Cambridge Bay Strait of Georgia Barkley Canyon Canada Ocean Acoustics Acoustic Frequency PNG Quality Assurance Quality Control Machine Learning Model Images Text Files Model Code ftborealisdata https://doi.org/10.5683/SP3/DK80XW https://doi.org/10.34943/3aedad79-0a8d-48b7-a4f6-9e70195c6824 2022-12-01T13:21:02Z This data package contains 2024 reconstructed hydrophone spectrograms that were generated by the autoencoder model that is described in the publication “Anomaly detection in complex data: a practical application when outliers are few” by Engida, Z., Foloni-Neto, H., Slonimer, A., Bedard, J., Alam, F. S., Snauffer, A. (2022). This data set is the output of the autoencoder model after being fed with 2024 original hydrophone spectrograms that were in the North Pacific and Canadian Arctic between 2014 and 2021. Still Image Arctic Arctic Cambridge Bay Borealis Arctic Cambridge Bay ENVELOPE(-105.130,-105.130,69.037,69.037) Canada Folger ENVELOPE(110.745,110.745,-66.131,-66.131) Pacific |
| institution |
Open Polar |
| collection |
Borealis |
| op_collection_id |
ftborealisdata |
| language |
English |
| topic |
Earth and Environmental Sciences Ocean Sonics icListen AF hydrophone Ocean Sonics icListen HF hydrophone GeoSpectrum M36-100 hydrophone hydrophones Northeast Pacific Ocean Sound Folger Deep Cambridge Bay Strait of Georgia Barkley Canyon Canada Ocean Acoustics Acoustic Frequency PNG Quality Assurance Quality Control Machine Learning Model |
| spellingShingle |
Earth and Environmental Sciences Ocean Sonics icListen AF hydrophone Ocean Sonics icListen HF hydrophone GeoSpectrum M36-100 hydrophone hydrophones Northeast Pacific Ocean Sound Folger Deep Cambridge Bay Strait of Georgia Barkley Canyon Canada Ocean Acoustics Acoustic Frequency PNG Quality Assurance Quality Control Machine Learning Model Ocean Networks Canada Reconstructed hydrophone images obtained as the output of an autoencoder model fed with original hydrophone spectrograms obtained from different hydrophones in the Northeast Pacific and in the Canadian Arctic |
| topic_facet |
Earth and Environmental Sciences Ocean Sonics icListen AF hydrophone Ocean Sonics icListen HF hydrophone GeoSpectrum M36-100 hydrophone hydrophones Northeast Pacific Ocean Sound Folger Deep Cambridge Bay Strait of Georgia Barkley Canyon Canada Ocean Acoustics Acoustic Frequency PNG Quality Assurance Quality Control Machine Learning Model |
| description |
This data package contains 2024 reconstructed hydrophone spectrograms that were generated by the autoencoder model that is described in the publication “Anomaly detection in complex data: a practical application when outliers are few” by Engida, Z., Foloni-Neto, H., Slonimer, A., Bedard, J., Alam, F. S., Snauffer, A. (2022). This data set is the output of the autoencoder model after being fed with 2024 original hydrophone spectrograms that were in the North Pacific and Canadian Arctic between 2014 and 2021. |
| author2 |
Ridsdale, Chantel |
| format |
Still Image |
| author |
Ocean Networks Canada |
| author_facet |
Ocean Networks Canada |
| author_sort |
Ocean Networks Canada |
| title |
Reconstructed hydrophone images obtained as the output of an autoencoder model fed with original hydrophone spectrograms obtained from different hydrophones in the Northeast Pacific and in the Canadian Arctic |
| title_short |
Reconstructed hydrophone images obtained as the output of an autoencoder model fed with original hydrophone spectrograms obtained from different hydrophones in the Northeast Pacific and in the Canadian Arctic |
| title_full |
Reconstructed hydrophone images obtained as the output of an autoencoder model fed with original hydrophone spectrograms obtained from different hydrophones in the Northeast Pacific and in the Canadian Arctic |
| title_fullStr |
Reconstructed hydrophone images obtained as the output of an autoencoder model fed with original hydrophone spectrograms obtained from different hydrophones in the Northeast Pacific and in the Canadian Arctic |
| title_full_unstemmed |
Reconstructed hydrophone images obtained as the output of an autoencoder model fed with original hydrophone spectrograms obtained from different hydrophones in the Northeast Pacific and in the Canadian Arctic |
| title_sort |
reconstructed hydrophone images obtained as the output of an autoencoder model fed with original hydrophone spectrograms obtained from different hydrophones in the northeast pacific and in the canadian arctic |
| publisher |
Borealis |
| url |
https://doi.org/10.5683/SP3/DK80XW |
| long_lat |
ENVELOPE(-105.130,-105.130,69.037,69.037) ENVELOPE(110.745,110.745,-66.131,-66.131) |
| geographic |
Arctic Cambridge Bay Canada Folger Pacific |
| geographic_facet |
Arctic Cambridge Bay Canada Folger Pacific |
| genre |
Arctic Arctic Cambridge Bay |
| genre_facet |
Arctic Arctic Cambridge Bay |
| op_relation |
Ocean Networks Canada Society. 2022. Collection: Anomalous spectrograms obtained from Ocean Networks Canada's hydrophones deployed along the North Pacific and Canadian Arctic 2014-2021, used as an additional test for an autoencoder model developed to find anomalous hydrophone data. Ocean Networks Canada Society. https://doi.datacite.org/dois/10.26152%2Fw90h-mj32 Ocean Networks Canada Society. 2018. Strait of Georgia Central Hydrophone Deployed 2018-09-30. Ocean Networks Canada Society. https://doi.org/10.34943/3aedad79-0a8d-48b7-a4f6-9e70195c6824. Subset Query: 16116109. Accessed 2022-05-25. Query Details:[ https://data.oceannetworks.ca/DatasetLandingPage?queryPid=16116109%7Chttps://data.oceannetworks.ca/DatasetLandingPage?queryPid=16116109] https://doi.org/10.5683/SP3/DK80XW |
| op_doi |
https://doi.org/10.5683/SP3/DK80XW https://doi.org/10.34943/3aedad79-0a8d-48b7-a4f6-9e70195c6824 |
| _version_ |
1766301966069137408 |