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  4. Network based Kernel Density Estimation for Cycling Facilities Optimal Location Applied to Ljubljana
 
conference paper

Network based Kernel Density Estimation for Cycling Facilities Optimal Location Applied to Ljubljana

Lachance-Bernard, Nicolas  
•
Produit, Timothee  
•
Tominc, Biba
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Murgante, B.
•
Gervasi, O.
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2011
Computational Science And Its Applications - Iccsa 2011, Pt Ii
11th International Conference on Computational Science and Its Applications

This paper presents a methodology that use volunteered geographic information (VGI), cyclist GPS tracking and Open Street Map network, with network based kernel density estimation. It investigates optimal location for cycle paths and lanes development. Recently completed research provides cycling data for Ljubljana, Slovenia. It was conducted over two years and was commissioned by the Municipality of Ljubljana. The methodology combines and adapts these VGI data and is mainly based on open source software. It handles large datasets with multiscale perspectives. This methodology should help planners to find and to develop suitable facility locations corresponding to current user behaviors.

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Type
conference paper
DOI
10.1007/978-3-642-21887-3_11
Web of Science ID

WOS:000305899600011

Author(s)
Lachance-Bernard, Nicolas  
Produit, Timothee  
Tominc, Biba
Niksic, Matej
Marusic, Barbara Golicnik
Editors
Murgante, B.
•
Gervasi, O.
•
Iglesias, A.
•
Taniar, D.
•
Apduhan, Bo
Date Issued

2011

Publisher

Springer-Verlag Berlin

Publisher place

Berlin

Published in
Computational Science And Its Applications - Iccsa 2011, Pt Ii
ISBN of the book

978-3-642-21886-6

Total of pages

15

Series title/Series vol.

Lecture Notes in Computer Science; 6783

Start page

136

End page

150

Subjects

Network based kernel density estimation (NetKDE)

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Volunteered geographic information (VGI)

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GPS Tracking

•

Urban planning

•

Urban design

•

Public participation

•

Bicycle

•

Cycling

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LASIG  
Event nameEvent acronymEvent placeEvent date
11th International Conference on Computational Science and Its Applications

ICCSA

Santander, Spain

2011-06-20 - 2011-06-23

Available on Infoscience
February 27, 2013
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/89827
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