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This report presents a review of data assimilation methods applicable to air quality. In the introduction, we first describe a brief history of data assimilation method development in the context of numerical weather prediction (NWP), and then we highlight key differences when applying data assimilation methods to air quality prediction from NWP applications. Based on these differences, we outline a set of key requirements for data assimilation when applied to air quality. Following this, we review the available data assimilation algorithms and attempt to identify suitable data assimilation methods that could be applied with air quality models. This review and its findings form the basis of the developments to be carried out in the Urban Data Assimilation Systems project.
NILU
2021
Approaching complexities in health and environment. Proceedings from HENVINET (Health and Environment Network) final conference. Brussels, Belgium 14-15 April 2010. Environmental Health, vol. 11, suppl. 1
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2010
2012
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2023
2024
Applications of the comet assay in human biomonitoring. Issues in toxicology, 30
2017
Applications of the comet assay in human biomonitoring. Issues in toxicology, 5
2009
2016
2018
Applications of inverse modelling for understanding of emissions and analysis of observations. NILU F
2013
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2021
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