Skip to main content

2020 | OriginalPaper | Buchkapitel

Web-Based Visualization of Big Geospatial Vector Data

verfasst von : Florian Zouhar, Ivo Senner

Erschienen in: Geospatial Technologies for Local and Regional Development

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Today, big data is one of the most challenging topics in computer science. To give customers, developers or domain experts an overview of their data, it needs to be visualized. In case data contains geospatial information, it becomes more difficult, because most users have a well-trained experience how to explore geographic information. A common map interface allows users zooming and panning to explore the whole dataset. This paper focuses on an approach to visualize huge sets of geospatial data in modern web browsers along with maintaining a dynamic tile tree. The contribution of this work is, to make it possible to render over one million polygons integrated in a modern web application by using 2D Vector Tiles. A major challenge is the map interface providing interaction features such as data-driven filtering and styling of vector data for intuitive data exploration. A web application requests, handles and renders the vector tiles. Such an application has to keep its responsiveness for a better user experience. Our approach to build and maintain the tile tree database provides an interface to import new data and more valuable a flexible way to request Vector Tiles. This is important to face the issues regarding memory allocation in modern web applications.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Antoniou V, Morley J, Haklay MM (2009) Tiled vectors: a method for vector transmission over the web. In: Carswell JD, Fotheringham AS, McArdle G (eds) Web and wireless geographical information systems. Springer, Heidelberg, pp 56–71CrossRef Antoniou V, Morley J, Haklay MM (2009) Tiled vectors: a method for vector transmission over the web. In: Carswell JD, Fotheringham AS, McArdle G (eds) Web and wireless geographical information systems. Springer, Heidelberg, pp 56–71CrossRef
Zurück zum Zitat Blower, JD (2010) GIS in the cloud: implementing a web map service on google app engine. In: Proceedings of the 1st international conference and exhibition on computing for geospatial research and application, COM.Geo ’10, ACM, New York, NY, USA, pp 34:1–34:4 Blower, JD (2010) GIS in the cloud: implementing a web map service on google app engine. In: Proceedings of the 1st international conference and exhibition on computing for geospatial research and application, COM.Geo ’10, ACM, New York, NY, USA, pp 34:1–34:4
Zurück zum Zitat Douglas D, Peucker T (1973) Algorithms for the reduction of the number of points required to represent a digitized line or its caricature. Cartogr: Int J Geogr Inf Geovisualization 10:112–122CrossRef Douglas D, Peucker T (1973) Algorithms for the reduction of the number of points required to represent a digitized line or its caricature. Cartogr: Int J Geogr Inf Geovisualization 10:112–122CrossRef
Zurück zum Zitat Eriksson O, Rydkvist E (2015) An in-depth analysis of dynamically rendered vector-based maps with WebGl using Mapbox GL JS. Master’s thesis, Linköping UniversityLinköping University, Software and Systems, Faculty of Science & Engineering Eriksson O, Rydkvist E (2015) An in-depth analysis of dynamically rendered vector-based maps with WebGl using Mapbox GL JS. Master’s thesis, Linköping UniversityLinköping University, Software and Systems, Faculty of Science & Engineering
Zurück zum Zitat Feng J, Li J (2013) Google protocol buffers research and application in online game. In: IEEE conference anthology, pp 1–4 Feng J, Li J (2013) Google protocol buffers research and application in online game. In: IEEE conference anthology, pp 1–4
Zurück zum Zitat Horak P, Charvat K, Vlk M (2010) Web tools for geospatial data management. Springer, Boston, pp 793–800 Horak P, Charvat K, Vlk M (2010) Web tools for geospatial data management. Springer, Boston, pp 793–800
Zurück zum Zitat Ingensand J, Nappez M, Moullet C, Gasser, L, Ertz O, Composto S ( n.d.) Implementation of tiled vector services: a case study Ingensand J, Nappez M, Moullet C, Gasser, L, Ertz O, Composto S ( n.d.) Implementation of tiled vector services: a case study
Zurück zum Zitat Langfeld D, Kunze R, Vornberger O (2008) SVG web mapping. Four-dimensional visualization of time-and geobased data Langfeld D, Kunze R, Vornberger O (2008) SVG web mapping. Four-dimensional visualization of time-and geobased data
Zurück zum Zitat Liu Z, Pierce ME, Fox GC, Devadasan N (2007) Implementing a caching and tiling map server: a web 2.0 case study. In: 2007 International symposium on collaborative technologies and systems. pp 247–256 Liu Z, Pierce ME, Fox GC, Devadasan N (2007) Implementing a caching and tiling map server: a web 2.0 case study. In: 2007 International symposium on collaborative technologies and systems. pp 247–256
Zurück zum Zitat Olasz A, Thai BN, Kristóf D (2016) A new initiative for tiling, stitching and processing geospatial big data in distributed computing environments. ISPRS Ann Photogramm, Remote Sens Spat Inf Sci 3:111CrossRef Olasz A, Thai BN, Kristóf D (2016) A new initiative for tiling, stitching and processing geospatial big data in distributed computing environments. ISPRS Ann Photogramm, Remote Sens Spat Inf Sci 3:111CrossRef
Zurück zum Zitat van den Brink L, Barnaghi P, Tandy J, Atemezing G, Atkinson R, Cochrane B, Fathy Y, Castro RG, Haller A, Harth A et al (2017) Best practices for publishing, retrieving, and using spatial data on the web van den Brink L, Barnaghi P, Tandy J, Atemezing G, Atkinson R, Cochrane B, Fathy Y, Castro RG, Haller A, Harth A et al (2017) Best practices for publishing, retrieving, and using spatial data on the web
Zurück zum Zitat Vitolo C, Elkhatib Y, Reusser D, Macleod CJ, Buytaert W (2015) Web technologies for environmental big data. Environ Model Softw 63:185–198CrossRef Vitolo C, Elkhatib Y, Reusser D, Macleod CJ, Buytaert W (2015) Web technologies for environmental big data. Environ Model Softw 63:185–198CrossRef
Zurück zum Zitat Yang B, Li Q (2009) Efficient compression of vector data map based on a clustering model. Geo-Spat Inf Sci 12(1):13–17CrossRef Yang B, Li Q (2009) Efficient compression of vector data map based on a clustering model. Geo-Spat Inf Sci 12(1):13–17CrossRef
Zurück zum Zitat Yue P, Jiang L (2014) BigGIS: how big data can shape next-generation GIS. In: 2014 The third international conference on Agro-Geoinformatics. pp 1–6 Yue P, Jiang L (2014) BigGIS: how big data can shape next-generation GIS. In: 2014 The third international conference on Agro-Geoinformatics. pp 1–6
Metadaten
Titel
Web-Based Visualization of Big Geospatial Vector Data
verfasst von
Florian Zouhar
Ivo Senner
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-14745-7_4