APPLICATION OF THE GWR MODEL FOR PREDICTING THE ROAD FATALITIES RATE ON THE ROAD NETWORK IN THE NUTS 3 REGIONS IN EUROPE ON THE EXAMPLE OF KUYAVIAN- -POMERANIAN VOIVODESHIP - Publication - MOST Wiedzy

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APPLICATION OF THE GWR MODEL FOR PREDICTING THE ROAD FATALITIES RATE ON THE ROAD NETWORK IN THE NUTS 3 REGIONS IN EUROPE ON THE EXAMPLE OF KUYAVIAN- -POMERANIAN VOIVODESHIP

Abstract

The article presents the application of the GWR (Geographically Weighted Regression) model to the description of differences in the level of road traffic safety in individual counties on the example of the Kuyavian-Pomeranian Voivodeship. The GWR model developed for counties, taking into account the diversity of NUTS 3 regions, can be a helpful tool for traffic safety management in voivodships and lower administrative units, and such an approach has not yet been applied.

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Details

Category:
Articles
Type:
artykuły w czasopismach
Published in:
Journal of KONBiN no. 50, pages 215 - 236,
ISSN: 1895-8281
Language:
English
Publication year:
2020
Bibliographic description:
Wachnicka J., Palikowska K.: APPLICATION OF THE GWR MODEL FOR PREDICTING THE ROAD FATALITIES RATE ON THE ROAD NETWORK IN THE NUTS 3 REGIONS IN EUROPE ON THE EXAMPLE OF KUYAVIAN- -POMERANIAN VOIVODESHIP// Journal of KONBiN -Vol. 50,iss. 1 (2020), s.215-236
DOI:
Digital Object Identifier (open in new tab) 10.2478/jok-2020-0013
Bibliography: test
  1. Jamroz K., Kustra W., Budzynski M., Zukowska J.: Pedestrian protection, speed enforcement and road network structure the key action for implementing Poland's Vision Zero, Transp. Res. Procedia, Vol. 14, 2016. open in new tab
  2. Wachnicka J.: Modelowanie miar ryzyka na sieci dróg w regionach. PhD thesis. Politechnika Gdańska, 2017.
  3. Literatura 1. Fortheringham A.S., Brunsdon C., Charlton M.: Geographically Weighted Regression: The Analysis of Spatially Varying Relationships. Hoboken, NJ: John Wiley & Sons Ltd, 2002.
  4. Jamroz K. et al.: Wojewódzki Program BRD GAMBIT Pomorski. Gdańsk: Fundacja Rozwoju Inżynierii Lądowej, 2002. open in new tab
  5. Jamroz K., Kustra W., Budzynski M., Zukowska J.: Pedestrian protection, speed enforcement and road network structure the key action for implementing Poland's Vision Zero, Transp. Res. Procedia, Vol. 14, 2016. open in new tab
  6. Wachnicka J.: Modelowanie miar ryzyka na sieci dróg w regionach. Rozprawa doktorska. Politechnika Gdańska, 2017.
Verified by:
Gdańsk University of Technology

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