Hasso-Plattner-Institut
  
Hasso-Plattner-Institut
Prof. Dr. Jürgen Döllner
  
 

Contact

Forschung und Lehre

Contact

Tel.: +49-(0)331 5509-3917
Fax: +49-(0)331 5509-172
Room: H-2.13
E-Mail: stefan.buschmann(at)hpi.de

Research Interests

  • Visualization of massive spatio-temporal data
  • Flight traffic visualization
  • Real-Time Rendering
  • Visual Analytics

Publications

Animated visualization of spatial-temporal trajectory data for air-traffic analysis

Buschmann, Stefan and Trapp, Matthias and Döllner, Jürgen
The Visual Computer, vol. 32(3):371-381 2015

Abstract:

With increasing numbers of flights worldwide and a continuing rise in airport traffic, air-traffic management is faced with a number of challenges. These include monitoring, reporting, planning, and problem analysis of past and current air traffic, e.g., to identify hotspots, minimize delays, or to optimize sector assignments to air-traffic controllers. To cope with these challenges, cyber worlds can be used for interactive visual analysis and analytical reasoning based on aircraft trajectory data. However, with growing data size and complexity, visualization requires high computational efficiency to process that data within real-time constraints. This paper presents a technique for real-time animated visualization of massive trajectory data. It enables (1) interactive spatio-temporal filtering, (2) generic mapping of trajectory attributes to geometric representations and appearance, and (3) real-time rendering within 3D virtual environments such as virtual 3D airport or 3D city models. Different visualization metaphors can be efficiently built upon this technique such as temporal focus+context, density maps, or overview+detail methods. As a general-purpose visualization technique, it can be applied to general 3D and 3+1D trajectory data, e.g., traffic movement data, geo-referenced networks, or spatio-temporal data, and it supports related visual analytics and data mining tasks within cyber worlds.

BibTeX file

@article{BTD2015A,
author = { Buschmann, Stefan and Trapp, Matthias and Döllner, Jürgen },
title = { Animated visualization of spatial-temporal trajectory data for air-traffic analysis },
journal = { The Visual Computer },
year = { 2015 },
volume = { 32 },
number = { 3 },
pages = { 371-381 },
month = { 0 },
abstract = { With increasing numbers of flights worldwide and a continuing rise in airport traffic, air-traffic management is faced with a number of challenges. These include monitoring, reporting, planning, and problem analysis of past and current air traffic, e.g., to identify hotspots, minimize delays, or to optimize sector assignments to air-traffic controllers. To cope with these challenges, cyber worlds can be used for interactive visual analysis and analytical reasoning based on aircraft trajectory data. However, with growing data size and complexity, visualization requires high computational efficiency to process that data within real-time constraints. This paper presents a technique for real-time animated visualization of massive trajectory data. It enables (1) interactive spatio-temporal filtering, (2) generic mapping of trajectory attributes to geometric representations and appearance, and (3) real-time rendering within 3D virtual environments such as virtual 3D airport or 3D city models. Different visualization metaphors can be efficiently built upon this technique such as temporal focus+context, density maps, or overview+detail methods. As a general-purpose visualization technique, it can be applied to general 3D and 3+1D trajectory data, e.g., traffic movement data, geo-referenced networks, or spatio-temporal data, and it supports related visual analytics and data mining tasks within cyber worlds. },
priority = { 0 }
}

Copyright Notice

last change: Wed, 08 Jun 2016 23:44:11 +0200

Talks

  • Presentation of the GTX visualization framework for climate networks at EGU 2016, Vienna, Austria (04/2016)
  • "Real-Time Visualization of Massive Movement Data in Digital Landscapes", Digital Landscape Architecture 2015, Dessau, Germany (06/2015)
  • "Real-Time Animated Visualization of Massive Air-Traffic Trajectories", CyberWorlds 2014, Santander, Spain (10/2014)
  • "A visual-analytics framework for network-based geo-temporal data", Seminar on Complex Networks, Potsdam Institute for Climate Impact Research (PIK), (10/2013)
  • "Towards Visualizing Geo-Referenced Climate Networks", GeoViz Hamburg 2013, Hamburg, Germany (2013)
  • "Challenges and Approaches for the Visualization of Movement Trajectories in 3D Geovirtual Environments", GeoVA(t) Workshop - Time To Focus On Time, Columbus, Ohio, USA (2012)
  • "Dichte- und Distanzanalyse massiver raumzeitlicher Bewegungsdaten", Geoinformatik 2012, Braunschweig, Germany (2012)
  • "Framework for Interactive Analysis and Visualization of Flight Traffic Data", Summer School on Moving Objects and Knowledge Discovery, Ghent University, Ghent, Belgium (2011)

Teaching

Winter term 2015/16:

  • Seminar "Systems Engineering for Software Analytics"

Summer term 2015:

  • Lecture "3D-Computergraphics I" (tutor)
  • Seminar "Graphics programming with C++ and OpenGL"

Winter term 2014/15:

  • Preparation Course "Programming with C++"
  • Seminar "Game Programming"

Summer term 2014:

  • Seminar "Graphics programming with C++ and OpenGL"

Winter term 2013/14:

  • Seminar "Game Programming"

Summer term 2013:

  • Seminar "Graphics programming with C++ and OpenGL"

Winter term 2012/13:

  • Seminar "3D Visualization"

Summer term 2012:

  • Lecture "Visualization" (tutor)

Winter term 2011/12:

  • Seminar "Game-Programming"

Summer term 2011:

  • Lecture "Geovisualization" (tutor)
  • Lecture "3D-Computergraphics I" (tutor)
  • Seminar "Multimedia/Graphics libraries and systems"

Media