Code for the paper "Synergizing cycling and transit: Strategic placement of cycling infrastructure to enhance job accessibility"
Code for the paper "Synergizing cycling and transit: Strategic placement of cycling infrastructure to enhance job accessibility"
Description
This code is used for computing the results of the paper "Synergizing cycling and transit: Strategic placement of cycling infrastructure to enhance job accessibility".
This code measures job accessibility improvements in Amsterdam when cycling can be combined with public transport and quantifies the individual contribution of every potential bicycle parking location and cycle lane in the total accessibility improvements.
This source code should be stored in a folder named code. The folder code and the folder data should be located in the same directory.
FORMAT*.mkd;
*.ipynb;
*.txt;
*.csv
RECOMMENDED HARDWARE1. Processor: Intel® Core™ i5-10210U CPU
-
RAM: 16GiB of RAM (DDR4)
-
GPU: Intel® UHD Graphics GPU
RECOMMENDED OPERATING SYSTEMUbuntu 22.04.2, 64-bit
REQUIRED VERSION OF PYTHON3.9.7
REQUIRED LIBRARIES USEDsee requirements.txt
EXTRA FILEparameter.csv specifies some parameters used in the analysis.
SEQUENCE OF SCRIPTSThe scripts should be run in the following order:
-
perimeter_of_study.ipynb
-
transfer_preprocess.ipynb
-
waiting_time.ipynb
-
shortest_path.ipynb
-
compute_stops_reachable_PT.ipynb
-
compute_accessibility.ipynb
-
identifying_cr_infrastructure.ipynb
Reference papers
Mentions
- 1.Author(s): Leah Watetu Mbugua, Dorine Duives, Jan Anne Annema, Niels van OortPublished in Case Studies on Transport Policy by Elsevier BV in 2025, page: 10151310.1016/j.cstp.2025.101513
- 2.Author(s): Urška Longar, Sergej Gričar, Tea Baldigara, Štefan BojnecPublished in Journal of Risk and Financial Management by MDPI AG in 2024, page: 50610.3390/jrfm17110506
- 3.Author(s): Hongyun Si, Jiaxuan Liang, Jintao Ke, Long Cheng, Jonas De VosPublished in Transportation Research Part F: Traffic Psychology and Behaviour by Elsevier BV in 2024, page: 133-14810.1016/j.trf.2024.09.001
- 4.Author(s): Luyu Liu, Jinhyung Lee, Harvey J. MillerPublished in Computers, Environment and Urban Systems by Elsevier BV in 2024, page: 10215010.1016/j.compenvurbsys.2024.102150