Natural sciences | NORCE Research AS

Regime shifts in future ocean CO2fluxes revealed through machine learning

This dataset contains the software, the input data for machine learning-based post-processing, and the results of this post-processing. The input data stems from five earth system models (CMIP6 framework). The software reconstructs the CO2-flux from the various simulations and determines the relative importances of the predictors as well as the overall reconstruction scores. The outputs from the algorithm are used for producing the figures of the associated paper. See the methodological section for further details.

Klaus Johannsen, NORCE Norwegian Research CentreDOI : 10.11582/2023.00017License: Creative Commons Attribution-NonCommercial 4.0

281.0 GBBiota

Climate science

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Descriptive

Field	Value
Theme	Biota
Subjects	Natural sciences
Type	dataset
Language	English
Status	COMPLETE
Projects
Dataset Size (MB)	281039.93344
State	active
Last Modified	2025-11-11T16:42:43

Identifiers

Field	Value
Identifier	cead546b-e14b-4afd-bb64-96fe95e0389c
Other Identifier/DOI	10.11582/2023.00017

Personnel (first name, last name, organisation, email)

Field	Value
Contact points	Contact point 1 Type person First name Klaus Last name Johannsen Organisation NORCE Norwegian Research Centre Email kljo@norceresearch.no ORCID Name Acronym Contact email Homepage URL ROR
Creators	Creator 1 Type person First name Klaus Last name Johannsen Organisation NORCE Norwegian Research Centre Email kljo@norceresearch.no ORCID Name Acronym Contact email Homepage URL ROR Creator 2 Type organisation First name Last name Organisation Email ORCID Name NORCE Norwegian Research Centre Acronym Contact email post@norceresearch.no Homepage URL ROR
Contributors	Contributor 1 First name Klaus Last name Johannsen Organisation NORCE Norwegian Research Centre Email kljo@norceresearch.no ORCID Type Related Person
Dataset owner	Owner 1 Organisation NORCE Research AS ROR 02gagpf75
Publisher	NIRD RDA

Constraints

Field	Value
License	CC-BY-NC-4.0
Access Rights	public

Extent

Field	Value
Spatial
Temporal

Reference Dates

Field	Value
Release date	2023-03-07

Field

Value

Release date

2023-03-07

Related URLs

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