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Optimization of the World Ocean Model of Biogeochemistry and Trophic dynamics (WOMBAT) using surrogate machine learning methods, Biogeosciences, 2025 (Ref: 17429)
Category 1: Peer-reviewed literature

The introduction of new processes in biogeochemical models brings new model parameters that must be set. Optimization of the model parameters is crucial to ensure that model performance is based on process representation (i.e., functional forms) rather than poor choices of input parameter values.

Drivers of Antarctic Sea Ice Volume Change in CMIP5 Models Journal of Geophysical Research: Oceans, 2018 (Ref: 17042)
Category 1: Peer-reviewed literature

Antarctic sea ice trends have to date been linked to surface winds, through sea ice motion and atmospheric thermal advection. This paper analyzes sea ice volume in 10 Coupled Model Intercomparison Project Phase 5 (CMIP5) model configurations under pre-industrial and historical climate forcings…

An Observational Strategy for Estimating the Southern Ocean Uptake of CO2. Abstracts from the SCAR Open Science Conference, Hobart, 12-14 July 2006., 2006 (Ref: 12601)
Category 3: Poster

A sampling strategy to estimate the annual mean CO2 uptake by the Southern Ocean was … developed by applying 2D Fourier transforms and signal-to-noise ratios to the simulated airsea … CO2 fluxes and ∆pCO2 from an ocean biogeochemical model driven with NCEP-R1.

Accumulation and uptake of anthropogenic CO2 in the Southern Ocean, south of Australia between 1968 and 1996 Journal of Geophysical Research, 2001 (Ref: 10286)
Category 1: Peer-reviewed literature

Increases in the anthropogenic CO2 inventory for Southern Ocean waters to the south of Australia were estimated by comparing measurements made 28 years apart in 1968 and 1996. For this period…

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