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- Title
Surface ocean CO<sub>2</sub> in 1990-2011 modelled using a feed-forward neural network.
- Authors
Zeng, Jiye; Nojiri, Yukihiro; Nakaoka, Shin‐ichiro; Nakajima, Hideaki; Shirai, Tomoko
- Abstract
This dataset includes the monthly distributions of CO2 fugacity in the world surface oceans reconstructed using a feed-forward neural network model and the CO2 measurements of the Surface Ocean CO2 Atlas version 2.0. It has a spatial resolution of 1 × 1° and spans a period of 22 years, from January 1990 to December 2011. The dataset also includes necessary parameters for the reconstruction and an estimate of the CO2 fluxes between the ocean and the atmosphere. The aim of this work is to provide a dataset for estimating the oceans' contribution to the global carbon budget.
- Subjects
ARTIFICIAL neural networks; OCEAN surface topography; GEOGRAPHIC spatial analysis; CARBON cycle; CARBON dioxide in seawater
- Publication
Geoscience Data Journal, 2015, Vol 2, Issue 1, p47
- ISSN
2049-6060
- Publication type
Article
- DOI
10.1002/gdj3.26