Visual Analytics for Exploring Local Impact of Air Traffic

Thumbnail Image
Date
2015
Authors
Andrienko, Gennady
Andrienko, Natalia
Fuchs, Georg
Editors
Contact
Journal ISSN
Electronic ISSN
ISBN
Bibliographical data
Publisher
Series
URI (citable link)
DOI (citable link)
ArXiv-ID
International patent number
Link to the license
EU project number
Project
Open Access publication
Restricted until
Title in another language
Research Projects
Organizational Units
Journal Issue
Publication type
Journal article
Publication status
Published in
Computer Graphics Forum ; 34 (2015), 3. - pp. 181-190. - ISSN 0167-7055. - eISSN 1467-8659
Abstract
The environmental and noise impact of airports often causes extensive political discussion which in some cases even lead to transnational tensions. Analyzing local approach and departure patterns around an airport is difficult since it depends on a variety of complex variables like weather, local and general regulations and many more. Yet, understanding these movements and the expected amount of flights during arrival and departure is of great interest to both casual and expert users, as planes have a higher impact on the areas beneath during these phases. We present a Visual Analytics framework that enables users to develop an understanding of local flight behavior through visual exploration of historical data and interactive manipulation of prediction models with direct feedback, as well as a classification quality visualization using a random noise metaphor. We showcase our approach using real world data from the Zurich International Airport region, where aircraft noise has led to an ongoing conflict between Germany and Switzerland. The use cases, findings and expert feedback demonstrate how our approach helps in understanding the situation and to substantiate the otherwise often subjective discourse on the topic.
Summary in another language
Subject (DDC)
004 Computer Science
Keywords
Conference
Review
undefined / . - undefined, undefined. - (undefined; undefined)
Cite This
ISO 690BUCHMÜLLER, Juri F., Halldor JANETZKO, Gennady ANDRIENKO, Natalia ANDRIENKO, Georg FUCHS, Daniel A. KEIM, 2015. Visual Analytics for Exploring Local Impact of Air Traffic. In: Computer Graphics Forum. 34(3), pp. 181-190. ISSN 0167-7055. eISSN 1467-8659. Available under: doi: 10.1111/cgf.12630
BibTex
@article{Buchmuller2015Visua-31777,
  year={2015},
  doi={10.1111/cgf.12630},
  title={Visual Analytics for Exploring Local Impact of Air Traffic},
  number={3},
  volume={34},
  issn={0167-7055},
  journal={Computer Graphics Forum},
  pages={181--190},
  author={Buchmüller, Juri F. and Janetzko, Halldor and Andrienko, Gennady and Andrienko, Natalia and Fuchs, Georg and Keim, Daniel A.}
}
RDF
<rdf:RDF
    xmlns:dcterms="http://purl.org/dc/terms/"
    xmlns:dc="http://purl.org/dc/elements/1.1/"
    xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
    xmlns:bibo="http://purl.org/ontology/bibo/"
    xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#"
    xmlns:foaf="http://xmlns.com/foaf/0.1/"
    xmlns:void="http://rdfs.org/ns/void#"
    xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > 
  <rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/31777">
    <dc:creator>Fuchs, Georg</dc:creator>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:creator>Andrienko, Natalia</dc:creator>
    <dc:creator>Buchmüller, Juri F.</dc:creator>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2015-09-18T11:14:00Z</dcterms:available>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dc:contributor>Andrienko, Gennady</dc:contributor>
    <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/31777/1/Buchmueller_0-297275.pdf"/>
    <dc:rights>terms-of-use</dc:rights>
    <dc:creator>Janetzko, Halldor</dc:creator>
    <dcterms:abstract xml:lang="eng">The environmental and noise impact of airports often causes extensive political discussion which in some cases even lead to transnational tensions. Analyzing local approach and departure patterns around an airport is difficult since it depends on a variety of complex variables like weather, local and general regulations and many more. Yet, understanding these movements and the expected amount of flights during arrival and departure is of great interest to both casual and expert users, as planes have a higher impact on the areas beneath during these phases. We present a Visual Analytics framework that enables users to develop an understanding of local flight behavior through visual exploration of historical data and interactive manipulation of prediction models with direct feedback, as well as a classification quality visualization using a random noise metaphor. We showcase our approach using real world data from the Zurich International Airport region, where aircraft noise has led to an ongoing conflict between Germany and Switzerland. The use cases, findings and expert feedback demonstrate how our approach helps in understanding the situation and to substantiate the otherwise often subjective discourse on the topic.</dcterms:abstract>
    <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/31777/1/Buchmueller_0-297275.pdf"/>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:contributor>Keim, Daniel A.</dc:contributor>
    <dc:contributor>Janetzko, Halldor</dc:contributor>
    <dcterms:issued>2015</dcterms:issued>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2015-09-18T11:14:00Z</dc:date>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dc:contributor>Fuchs, Georg</dc:contributor>
    <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/31777"/>
    <dc:contributor>Buchmüller, Juri F.</dc:contributor>
    <dc:language>eng</dc:language>
    <dc:creator>Keim, Daniel A.</dc:creator>
    <dc:creator>Andrienko, Gennady</dc:creator>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
    <dcterms:title>Visual Analytics for Exploring Local Impact of Air Traffic</dcterms:title>
    <dc:contributor>Andrienko, Natalia</dc:contributor>
  </rdf:Description>
</rdf:RDF>
Internal note
xmlui.Submission.submit.DescribeStep.inputForms.label.kops_note_fromSubmitter
Contact
URL of original publication
Test date of URL
Examination date of dissertation
Method of financing
Comment on publication
Alliance license
Corresponding Authors der Uni Konstanz vorhanden
International Co-Authors
Bibliography of Konstanz
Yes
Refereed