Balancing aggregation and smoothing errors in inverse models

Inverse models use observations of a system (observation vector) to quantify the variables driving that system (state vector) by statistical optimization. When the observation vector is large, such as with satellite data, selecting a suitable dimension for the state vector is a challenge....

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Bibliographic Details
Main Authors: A. J. Turner, D. J. Jacob
Format: Article
Language:English
Published: Copernicus Publications 2015-06-01
Series:Atmospheric Chemistry and Physics
Online Access:http://www.atmos-chem-phys.net/15/7039/2015/acp-15-7039-2015.pdf