Surface ocean CO2 in 1990–2011 modelled using a feed‐forward neural network. (July 2015)

• Record Type: Journal Article
• Authors: Zeng, Jiye; Nojiri, Yukihiro; Nakaoka, Shin‐ichiro; Nakajima, Hideaki; Shirai, Tomoko
• Is Part Of: Geoscience data journal. Volume 2:Number 1(2015:Jun.)
• Page Start: 47
• Page End: 51
• Publication Date: 2015-07
• Subjects: Earth sciences -- Research -- Periodicals; Earth sciences -- Data processing -- Periodicals; Earth sciences -- Documentation -- Periodicals; 550.28557
• DOI: 10.1002/gdj3.26
• Languages: English
• ISSNs: 2049-6060

Abstract

<abstract abstract-type="main" id="gdj326-abs-0001"> <title> <x xml:space="preserve">Abstract</x> </title> <p>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.</p> </abstract>