ArticleOpen research Europe2022
Real-time quality control of optical backscattering data from Biogeochemical-Argo floats.
Article in Open research Europe, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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3 citing papers in PubMed.
- How much do zooplankton and fine-scale processes matter for the ocean biological pump?Nature communications · 2026Article
- The Evolution of Southern Ocean Net Primary Production in a Changing Climate: Challenges and Opportunities.Global change biology · 2025Article
- Carbon-centric dynamics of Earth's marine phytoplankton.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
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17 authors.
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Abstract
backgroundBiogeochemical-Argo floats are collecting an unprecedented number of profiles of optical backscattering measurements in the global ocean. Backscattering (BBP) data are crucial to understanding ocean particle dynamics and the biological carbon pump. Yet, so far, no procedures have been agreed upon to quality control BBP data in real time.
methodsHere, we present a new suite of real-time quality-control tests and apply them to the current global BBP Argo dataset. The tests were developed by expert BBP users and Argo data managers and have been implemented on a snapshot of the entire Argo dataset.
resultsThe new tests are able to automatically flag most of the "bad" BBP profiles from the raw dataset.
conclusionsThe proposed tests have been approved by the Biogeochemical-Argo Data Management Team and will be implemented by the Argo Data Assembly Centres to deliver real-time quality-controlled profiles of optical backscattering. Provided they reach a pressure of about 1000 dbar, these tests could also be applied to BBP profiles collected by other platforms.
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