Nansen Environmental and Remote Sensing Center | Natural sciences

Data for Ocean connected supermodel for Earth System model

Here we provide dataset for an untrained supermodel (SM) that connects different models interactively. SM differs from the standard non-interactive multi-model ensembles (NI), which combines model outputs a-posteriori. We compare the performance of two supermodel approaches to that of the NI. In the first (EW), the models are connected to the equal-weight multi-model mean, while in the second (SINGLE), they are connected to a single model. Conclusions of the experiment can be found in the article.

Francois Counillon, Nansen Environmental and Remote Sensing CenterDOI : 10.11582/2023.00009License: Creative Commons Attribution 4.0

3.1 GBBiota

Climate science

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Descriptive

Field	Value
Theme	Biota
Subjects	Natural sciences
Type	dataset
Language	English
Status	COMPLETE
Projects	ERC-STERCP (648982) NS9207K
Dataset Size (MB)	3060.499717
State	active
Last Modified	2025-11-11T16:33:16

Identifiers

Field	Value
Identifier	f2d2a3a8-e76b-4d0b-be7a-4feadd938a48
Other Identifier/DOI	10.11582/2023.00009

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

Field	Value
Contact points	Contact point 1 Type person First name Francois Last name Counillon Organisation Nansen Environmental and Remote Sensing Center Email francois.counillon@nersc.no ORCID Name Acronym Contact email Homepage URL ROR
Creators	Creator 1 Type person First name Francois Last name Counillon Organisation Nansen Environmental and Remote Sensing Center Email francois.counillon@nersc.no ORCID Name Acronym Contact email Homepage URL ROR Creator 2 Type organisation First name Last name Organisation Email ORCID Name Nansen Environmental and Remote Sensing Center Acronym Contact email francois.counillon@nersc.no Homepage URL ROR
Contributors	Contributor 1 First name Francois Last name Counillon Organisation Nansen Environmental and Remote Sensing Center Email francois.counillon@nersc.no ORCID Type Related Person
Dataset owner	Owner 1 Organisation Nansen Environmental and Remote Sensing Center ROR 05ey0h058
Publisher	NIRD RDA

Constraints

Field	Value
License	CC-BY-4.0
Access Rights	public

Extent

Field	Value
Spatial
Temporal

Reference Dates

Field	Value
Release date	2023-02-13

Field

Value

Release date

2023-02-13

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