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  • Development of a New High Resolution Traffic Emissions and Fuel Consumption Model for Australia and New Zealand – Data Quality Considerations

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    Author(s)
    Smit, R.
    McBroom, James
    Griffith University Author(s)
    McBroom, James
    Year published
    2009
    Metadata
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    Abstract
    A large body of Australian laboratory test data is or will be available for the development of a new high resolution traffic emissions prediction tool. Consideration of data quality is an essential step in the development of this empirical model. Several potential issues are discussed in this paper. Although the majority of issues can be dealt with either before, during or after model development, not all issues can be addressed due to a lack of information or empirical data. This is not a problem specific for Australia: international research is ongoing to address these issues. As part of an ongoing process of model ...
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    A large body of Australian laboratory test data is or will be available for the development of a new high resolution traffic emissions prediction tool. Consideration of data quality is an essential step in the development of this empirical model. Several potential issues are discussed in this paper. Although the majority of issues can be dealt with either before, during or after model development, not all issues can be addressed due to a lack of information or empirical data. This is not a problem specific for Australia: international research is ongoing to address these issues. As part of an ongoing process of model improvement, the relevance of gaps in knowledge need to be further explored and eventually addressed.
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    Journal Title
    Air Quality and Climate Change
    Volume
    43
    Issue
    2
    Publisher URI
    http://www.casanz.org.au/
    Copyright Statement
    © 2009 CASANZ. The attached file is reproduced here in accordance with the copyright policy of the publisher. Please refer to the journal's website for access to the definitive, published version.
    Subject
    Environmental Monitoring
    Environmental Sciences not elsewhere classified
    Publication URI
    http://hdl.handle.net/10072/27420
    Collection
    • Journal articles

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