Karjalainen, L. E. http://orcid.org/0000-0001-8313-7755
Tiitu, M. http://orcid.org/0000-0003-4759-4670
Lyytimäki, J. http://orcid.org/0000-0003-3308-5234
Helminen, V. http://orcid.org/0000-0002-6823-5653
Tapio, P. http://orcid.org/0000-0002-2226-7289
Tuominen, A. http://orcid.org/0000-0001-8325-5604
Vasankari, T. http://orcid.org/0000-0001-7209-9351
Lehtimäki, J. http://orcid.org/0000-0001-7220-1985
Paloniemi, R. http://orcid.org/0000-0003-2853-535X
Funding for this research was provided by:
Strategic Research Council (320402)
Finnish Environment Institute
Article History
Accepted: 16 October 2021
First Online: 21 November 2021
Declarations
:
: The authors declare that they have no known competing financial interests or personal relationships that would have influenced the work reported in this paper.
: See Supplementary Information for applied material. The National Travel Survey (2016) is publicly available. The Monitoring System of Spatial Structure and Urban Form database (Finnish Environment Institute 2020) is publicly available with limited data.