Using model reduction to predict the soil-surface C<sup>18</sup>OO flux: an example of representing complex biogeochemical dynamics in a computationally efficient manner

Earth system models (ESMs) must calculate large-scale interactions between the land and atmosphere while accurately characterizing fine-scale spatial heterogeneity in water, carbon, and other nutrient dynamics. We present here a high-dimension model representation (HDMR) approach that allows detaile...

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Bibliographic Details
Main Author: W. J. Riley
Format: Article
Language:English
Published: Copernicus Publications 2013-03-01
Series:Geoscientific Model Development
Online Access:http://www.geosci-model-dev.net/6/345/2013/gmd-6-345-2013.pdf