Collection of dissolved oxygen gridded products obtained from eight machine learning gap-filling algorithms at 1.0° and 0.25° spatial resolution
Citeerbaar als data publicatie
Olivelli, A.; Landschützer, P.; Bushinsky, S.; Flanders Marine Institute; University of Hawai'i at Mānoa; (2026): Collection of dissolved oxygen gridded products obtained from eight machine learning gap-filling algorithms at 1.0° and 0.25° spatial resolution. Marine Data Archive. https://doi.org/10.14284/812
Contact:
Olivelli, Arianna Beschikbaarheid:
 Deze dataset valt onder een Creative Commons Naamsvermelding-NietCommercieel 4.0 Internationaal-licentie.Beschrijving
The files shared in this dataset are associated with the article "Global ocean deoxygenation trends are largely undetectable in machine learning reconstructions due to climate predictor sensitivity" by Olivelli et al., submitted to Machine Learning: Earth. Each file corresponds to one of the eight experiments described in the article and includes dissolved O2 concentrations obtained from a machine learning gap-filling algorithm at monthly resolution between 1993 and 2022 from 0 to 1500 m depth. The spatial resolution is either 1 degree or 0.25 degree, as specified in the file name. Please find more information in the README.rtf file associated with this collection. Scope Thema's: Watersamenstelling > Opgeloste gassen Kernwoorden: Biogeochemische cyclus · Chemische oceanografie · Dissolved oxygen · Klimaat · World Oceans Geografische spreiding World Oceans [Marine Regions] Spreiding in de tijd
1 Januari 1993 - 31 December 2022 Maandelijks Parameter
Opgeloste zuurstof Bijdrage door
Project
InMOS: Integration of models and observations across scales (InMOS): A novel data synthesis framework for diagnosing the coupled cycles of ocean carbon, oxygen, and heat, meer
Financiering Stichtingen, fondsen e.d. met wetenschappelijk oogmerk
Subsidieovereenkomst ID G-24-66445
Dataset status: Afgelopen
Data type: Data
Data oorsprong: Onderzoek: experiment
Metadatarecord aangemaakt: 2026-08-04
Informatie laatst gewijzigd: 2026-08-04
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