Open AccessSurface ocean CO 2 in 1990–2011 modelled using a feed‐forward neural network
Author(s) -
Zeng Jiye,
Nojiri Yukihiro,
Nakaoka Shinichiro,
Nakajima Hideaki,
Shirai Tomoko
Publication year - 2015
Publication title -
geoscience data journal
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.125
H-Index - 11
ISSN - 2049-6060
DOI - 10.1002/gdj3.26
Subject(s) - artificial neural network , environmental science , meteorology , climatology , atmosphere (unit) , computer science , geology , geography , artificial intelligence
This dataset includes the monthly distributions of CO 2 fugacity in the world surface oceans reconstructed using a feed‐forward neural network model and the CO 2 measurements of the Surface Ocean CO 2 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 CO 2 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.