This data set was used to explore advanced technologies using Fourier transform near infrared (FT-NIR) spectroscopy coupled with machine learning to estimate fish age more rapidly and with greater efficiency than traditional approaches.The data set integrates two key data modalities that are related to fish ages: the entire range of wavenumbers of FT-NIR spectra and corresponding biological and geospatial data for a total of 2613 northern rockfish (Sebastes polyspinis) specimens.
About this Dataset
Title | NRF FT-NIR Ageing, 2013-2019, Benson et al 2024 |
---|---|
Description | This data set was used to explore advanced technologies using Fourier transform near infrared (FT-NIR) spectroscopy coupled with machine learning to estimate fish age more rapidly and with greater efficiency than traditional approaches.The data set integrates two key data modalities that are related to fish ages: the entire range of wavenumbers of FT-NIR spectra and corresponding biological and geospatial data for a total of 2613 northern rockfish (Sebastes polyspinis) specimens. |
Modified | 2025-04-04T13:41:48.897Z |
Publisher Name | N/A |
Contact | N/A |
Keywords | EARTH SCIENCE > OCEANS > AQUATIC SCIENCES > FISHERIES , Bering Sea , Gulf of Alaska , DOC/NOAA/NMFS/AFSC > Alaska Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce , Life History , oceans |
{ "identifier": "gov.noaa.nmfs.inport:73040", "accessLevel": "public", "contactPoint": { "@type": "vcard:Contact", "fn": "Your contact point", "hasEmail": "mailto:[email protected]" }, "programCode": [ "010:000" ], "landingPage": "", "title": "NRF FT-NIR Ageing, 2013-2019, Benson et al 2024", "description": "This data set was used to explore advanced technologies using Fourier transform near infrared (FT-NIR) spectroscopy coupled with machine learning to estimate fish age more rapidly and with greater efficiency than traditional approaches.The data set integrates two key data modalities that are related to fish ages: the entire range of wavenumbers of FT-NIR spectra and corresponding biological and geospatial data for a total of 2613 northern rockfish (Sebastes polyspinis) specimens.", "language": "", "distribution": [ { "@type": "dcat:Distribution", "mediaType": "application\/json", "accessURL": "https:\/\/www.ncei.noaa.gov\/metadata\/geoportal\/\/rest\/metadata\/item\/gov.noaa.nmfs.inport%3A73040" }, { "@type": "dcat:Distribution", "mediaType": "text\/html", "accessURL": "https:\/\/www.ncei.noaa.gov\/metadata\/geoportal\/\/rest\/metadata\/item\/gov.noaa.nmfs.inport%3A73040\/html" }, { "@type": "dcat:Distribution", "mediaType": "application\/xml", "accessURL": "https:\/\/www.ncei.noaa.gov\/metadata\/geoportal\/\/rest\/metadata\/item\/gov.noaa.nmfs.inport%3A73040\/xml" } ], "bureauCode": [ "010:04" ], "modified": "2025-04-04T13:41:48.897Z", "publisher": { "@type": "org:Organization", "name": "Your Publisher" }, "theme": "", "keyword": [ "EARTH SCIENCE > OCEANS > AQUATIC SCIENCES > FISHERIES", "Bering Sea", "Gulf of Alaska", "DOC\/NOAA\/NMFS\/AFSC > Alaska Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce", "Life History", "oceans" ] }