SlideShare a Scribd company logo
A very high resolution
bicycle flow model
Dr. Martin Loidl | martin.loidl@sbg.ac.at
Barcelona, October 10 2018
2
LOIDL, M., TRAUN, C. & WALLENTIN, G. 2016. Spatial patterns and temporal dynamics of urban bicycle crashes—A case study from Salzburg (Austria). Journal of Transport
Geography, 52, 38-50.
3
is cycling dangerous?
4
5
missing data [at local level]
6
exposure data
demand and capacity
effect of interventions
7
Foto: ML
Foto: Ewald Judt,
Austria-Forum
8
an agent-based approach
funded by
9
individual mobility behavior »
emergent patterns
10
11
cyclist ≠ cyclist
12
Fotos: https://pixabay.com
13
14
15
socio-demographic
statistics
facilities road graph
mobility
survey
time use
statistics
16
17
18
19
Travel time, s
min max avg std
simulated 1 186 16.61 16.09
bc 1 8450 766.55 883.83
Distance, m
min max avg std
simulated 67.86 19938.01 3743.62 2708.73
bc 2.7 52583.85 4060.07 5912.52
Speed, m/s (including stops)
min max avg std
simulated 0.58 34.6 4.69 1.9
bc 0.05 35.65 4.76 1.64
20
21
LOIDL, M., WALLENTIN, G., WENDEL, R. & ZAGEL, B. 2016. Mapping Bicycle Crash Risk Patterns on the Local Scale. Safety, 2, 17.
22
integration of existing data
into simulation model
 temporal resolution: second
 spatial resolution: meter
 application use cases:
a. simulating infrastructural measures
b. simulation of interventions and
cycling promotion
c. spatially and temporally explicit
exposure data
 it‘s still a model
 data demand and dependency
 model complexity and required
computing power
ongoing research
bicycle-observatory.zgis.at
@gicycle_
gicycle.wordpress.com
23
funded by
acknowledgments
dana kaziyeva & gudrun wallentin (co-authors)

More Related Content

PPTX
Spatial information on bicycle crash risk for evidence-based interventions on...
PPTX
Spatial Information and Bicycling Safety
PPTX
Multidimensional Monitoring of Cycling Mobility
PPTX
Spatial analysis and modelling of bicycle accidents and safety threats
PPTX
Lessons learned from the winter cycling survey
PPTX
Spatial Information for Bicycling Research
PPTX
Polis Conference 2015: OGD for bicycle promotion
PPTX
Agent-based simulation of bicycle traffic - Background information
Spatial information on bicycle crash risk for evidence-based interventions on...
Spatial Information and Bicycling Safety
Multidimensional Monitoring of Cycling Mobility
Spatial analysis and modelling of bicycle accidents and safety threats
Lessons learned from the winter cycling survey
Spatial Information for Bicycling Research
Polis Conference 2015: OGD for bicycle promotion
Agent-based simulation of bicycle traffic - Background information

What's hot (20)

PPTX
GI-Forum 2014: Assessing bicycle safety in road networks
PPTX
Safety and accessibility as major keys for bicycle-friendly cities
PPTX
ZGIS Selected Topics Lecture GIS and mobility research planning
PPTX
Presentation at EnviroInfo 2014, Oldenburg
PPTX
GIS and its value in the oil and gas
PDF
GIScience for Dynamic Transportation Systems, GIScience Colloquium, Universit...
PPT
GIS Day 2015 - New Light Technologies, Inc.
PPTX
Data for Sustainable Mobility
PPTX
29 anita kodzoman green route presentation with smart_art
PDF
Mining dockless bikeshare and dockless scootershare trip data - Stefanie Brod...
PDF
SMART International Symposium for Next Generation Infrastructure: An integrat...
PPTX
Earth observation for oil and gas
PPT
Field Geometry, auto steering and services
PPT
Whats neo?
PPT
Geographic Information Systems
PPT
Transport Demand Information
PPTX
Black spot analysis with Kernel Density in Budapest
PPTX
A spatial snapshot
PPTX
Planning for accessibility in growing cities
PDF
OmniUpdate User Training Conference 2015: Custom Maps Integrated with Campus ...
GI-Forum 2014: Assessing bicycle safety in road networks
Safety and accessibility as major keys for bicycle-friendly cities
ZGIS Selected Topics Lecture GIS and mobility research planning
Presentation at EnviroInfo 2014, Oldenburg
GIS and its value in the oil and gas
GIScience for Dynamic Transportation Systems, GIScience Colloquium, Universit...
GIS Day 2015 - New Light Technologies, Inc.
Data for Sustainable Mobility
29 anita kodzoman green route presentation with smart_art
Mining dockless bikeshare and dockless scootershare trip data - Stefanie Brod...
SMART International Symposium for Next Generation Infrastructure: An integrat...
Earth observation for oil and gas
Field Geometry, auto steering and services
Whats neo?
Geographic Information Systems
Transport Demand Information
Black spot analysis with Kernel Density in Budapest
A spatial snapshot
Planning for accessibility in growing cities
OmniUpdate User Training Conference 2015: Custom Maps Integrated with Campus ...
Ad

More from Martin L (18)

PPTX
Quantifying the shifting effects of newly built or improved cycling facilities
PPTX
(Geo-) Daten für ein besseres Verständnis der Fahrradmobilität
PPTX
Fitnesscenter Arbeitsweg
PPTX
Looking at cycling mobility through geographical lenses
PPTX
Promoting active, healthy commuting
PDF
GISMO - Interdisziplinäre Forschung zur Förderung aktiver, gesunder Pendelmob...
PPTX
Spatial Information for Bicycle Flow Modelling
PDF
Gesünder durch Alternativen zum Auto
PPTX
Geography as melting pot for cross-domain bicycling research and promotion
PPTX
GISMO beim Forschungsforum Mobilität 2017
PPTX
Floating Bicycle Data
PPTX
Räumliche Information und Radverkehrssicherheit
PPTX
A review of current online bicycle routing portals and their potential role i...
PPTX
Bicycle Risk Estimation - Short Report
PPTX
AGIT 2015 - OSM Spezialforum: OGD und OSM Daten für die Netzwerkmodellierung ...
PPTX
AGIT 2015: Qualitätssicherungs- und Modellierungsroutinen bei der Verwendung ...
PPTX
#AAG2015 presentation on OSM attribute inconsistency and semantic heterogeneity
PPTX
Spatial Modelling with OGD and OSM data - UNIGIS Workshop, Salzburg
Quantifying the shifting effects of newly built or improved cycling facilities
(Geo-) Daten für ein besseres Verständnis der Fahrradmobilität
Fitnesscenter Arbeitsweg
Looking at cycling mobility through geographical lenses
Promoting active, healthy commuting
GISMO - Interdisziplinäre Forschung zur Förderung aktiver, gesunder Pendelmob...
Spatial Information for Bicycle Flow Modelling
Gesünder durch Alternativen zum Auto
Geography as melting pot for cross-domain bicycling research and promotion
GISMO beim Forschungsforum Mobilität 2017
Floating Bicycle Data
Räumliche Information und Radverkehrssicherheit
A review of current online bicycle routing portals and their potential role i...
Bicycle Risk Estimation - Short Report
AGIT 2015 - OSM Spezialforum: OGD und OSM Daten für die Netzwerkmodellierung ...
AGIT 2015: Qualitätssicherungs- und Modellierungsroutinen bei der Verwendung ...
#AAG2015 presentation on OSM attribute inconsistency and semantic heterogeneity
Spatial Modelling with OGD and OSM data - UNIGIS Workshop, Salzburg
Ad

Recently uploaded (20)

PPTX
The Minerals for Earth and Life Science SHS.pptx
PPTX
Introcution to Microbes Burton's Biology for the Health
PDF
Formation of Supersonic Turbulence in the Primordial Star-forming Cloud
PDF
ELS_Q1_Module-11_Formation-of-Rock-Layers_v2.pdf
PDF
BET Eukaryotic signal Transduction BET Eukaryotic signal Transduction.pdf
PDF
Phytochemical Investigation of Miliusa longipes.pdf
PDF
Placing the Near-Earth Object Impact Probability in Context
PDF
CHAPTER 3 Cell Structures and Their Functions Lecture Outline.pdf
PPT
6.1 High Risk New Born. Padetric health ppt
PPTX
Pharmacology of Autonomic nervous system
PPTX
Overview of calcium in human muscles.pptx
PDF
Warm, water-depleted rocky exoplanets with surfaceionic liquids: A proposed c...
PPTX
Application of enzymes in medicine (2).pptx
PPT
Heredity-grade-9 Heredity-grade-9. Heredity-grade-9.
PDF
. Radiology Case Scenariosssssssssssssss
PDF
The scientific heritage No 166 (166) (2025)
PDF
Sciences of Europe No 170 (2025)
PDF
Cosmic Outliers: Low-spin Halos Explain the Abundance, Compactness, and Redsh...
PDF
Biophysics 2.pdffffffffffffffffffffffffff
PDF
The Land of Punt — A research by Dhani Irwanto
The Minerals for Earth and Life Science SHS.pptx
Introcution to Microbes Burton's Biology for the Health
Formation of Supersonic Turbulence in the Primordial Star-forming Cloud
ELS_Q1_Module-11_Formation-of-Rock-Layers_v2.pdf
BET Eukaryotic signal Transduction BET Eukaryotic signal Transduction.pdf
Phytochemical Investigation of Miliusa longipes.pdf
Placing the Near-Earth Object Impact Probability in Context
CHAPTER 3 Cell Structures and Their Functions Lecture Outline.pdf
6.1 High Risk New Born. Padetric health ppt
Pharmacology of Autonomic nervous system
Overview of calcium in human muscles.pptx
Warm, water-depleted rocky exoplanets with surfaceionic liquids: A proposed c...
Application of enzymes in medicine (2).pptx
Heredity-grade-9 Heredity-grade-9. Heredity-grade-9.
. Radiology Case Scenariosssssssssssssss
The scientific heritage No 166 (166) (2025)
Sciences of Europe No 170 (2025)
Cosmic Outliers: Low-spin Halos Explain the Abundance, Compactness, and Redsh...
Biophysics 2.pdffffffffffffffffffffffffff
The Land of Punt — A research by Dhani Irwanto

A very high resolution bicycle flow model