Elias Willberg

Publications

Research output per year 2017 2021 2023 2024 2025

• 24 Article
• 6 Chapter
• 4 Commissioned report
• 1 Anthology or special issue
• 6 More
  • 1 Conference article
  • 1 Review Article
  • 1 Software
  • 1 Doctoral Thesis
  • 1 Master's thesis
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2025

  Restoring nature, enhancing active mobility: The role of street greenery in the EU’s 2024 restoration law

  Korpilo, S., Willberg, E., Müürisepp, K., Klein, R., Taylor, R. D., Torkko, J., Hasanzadeh, K. & Toivonen, T., 2025, In: Ambio.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Urban attractiveness according to ChatGPT: Contrasting AI and human insights

  Malekzadeh, M., Willberg, E., Torkko, J. & Toivonen, T., Apr 2025, In: Computers, Environment and Urban Systems. 117, 14 p., 102243.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2024

  A travel time matrix data set for the Helsinki region 2023 that is sensitive to time, mode and interpersonal differences, and uses open data and novel open-source software

  Fink, C., Willberg, E., Klein, R., Heikinheimo, V. & Toivonen, T., 9 Aug 2024, In: Scientific data . 11, 10 p., 858.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Kestävää saavutettavuutta mittaamassa

  Willberg, E. & Toivonen, T., Apr 2024, Kohti kestävämpiä asuinalueita: kaupunginosien ja kortteleiden kestävyysindikaattoreita. Vaattovaara, M., Jännes, J. & Posti, M. (eds.). Helsinki: Helsingin yliopisto, Kaupunkitutkimusinstituutti Urbaria, p. 178-187 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Professional

  Open Access

  File

• Measuring sustainable accessibility

  Willberg, E. & Toivonen, T., 2024, Towards more sustainable residential areas: indicators of neighbourhood and block sustainability . Vaattovaara, M., Jännes, J. & Posti, M. (eds.). Helsingin yliopisto, Kaupunkitutkimusinstituutti Urbaria, p. 176-185

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Professional

  Open Access

• Temporal variation in travel greenery across 86 cities in Europe

  Klein, R., Willberg, E., Korpilo, S. & Toivonen, T., Dec 2024, In: Urban Forestry and Urban Greening. 102, 11 p., 128566.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Using demographic, psychosocial, behavioural and safety-related factors to assess cyclists' behaviour: A comparative approach across 19 countries

  Useche, S. A., Alonso, F., Boyko, A., Buyvol, P., Castañeda, I., Cendales, B., Cervantes, A., Echiburu, T., Faus, M., Feitosa, Z., Fernandez, C., Gene, J., de Geus, B., Gnap, J., Ibrahim, M. K., Janstrup, K. H., Lijarcio, I., Makarova, I., Mikusova, M. & Møller, M. & 15 others, Ngueuteu-Fouaka, S., O'Hern, S., Orozco-Fontalvo, M., Rojas, G., Shubenkova, K., Siebert, F., Soto, J., Stephens, A. N., Wang, Y., Willberg, E., Wintersberger, P., Yang, Y., Zeuwts, L., Zulkipli, Z. H. & McIlroy, R., Jun 2024, In: Data in Brief. 54, 54, 110278.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Yes, size does matter (for cycling safety)! Comparing behavioral and safety outcomes in S, M, L, and XL cities from 18 countries

  Useche, S., Alonso, F., Boyko, A., Buyvol, P., Castaneda, I., Cendales, B., Cervantes, A., Echiburu, T., Faus, M., Gene-Morales, J., Gnap, J., Gonzalez, V., Ibrahim, M., Janstrup, K. H., Makarova, I., Mikusova, M., Moller, M., O’Hern, S., Orozco-Fontalvo, M. & Shubenkova, K. & 9 others, Siebert, F., Soto, J., Stephens, A. N., Wang, Y., Willberg, E., Wintersberger, P., Zeuwts, L., Zulkipli, Z. H. & McIlroy, R., Jan 2024, In: Journal of Transport Geography. 114, 11 p., 103754.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• ‘Green or short: choose one’ - A comparison of walking accessibility and greenery in 43 European cities

  Willberg, E., Fink, C., Klein, R., Heinonen, R. J. H. & Toivonen, T., Oct 2024, In: Computers, Environment and Urban Systems. 113, 11 p., 102168.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2023

  Cross-culturally approaching cycling safety from a behavioural perspective: a study in 19 countries

  Useche, S. A., Alonso, F., Boyko, A., Buyvol, P., Castañeda, I., Cendales, B., Cervantes, A., Echiburu, T., Faus, M., Feitosa, Z., Gnap, J., Ibrahim, M. K., Janstrup, K. H., Lijarcio, I., Makarova, I., Marin, C., McIlroy, R., Mikusova, M., Møller, M. & Montoro, L. & 12 others, Ngueuteu-Fouaka, S. G., O'Hern, S., Orozco-Fontalvo, M., Shubenkova, K., Soto, J., Stephens, A., Wang, Y., Willberg, E., Wintersberger, P., Zeuwts, L., Zulkipli, Z. H. & Siebert, F., 2023, In: Transportation Research Procedia. 72, p. 4143-4150 8 p.

  Research output: Contribution to journal › Conference article › Scientific › peer-review

  Open Access

  File

• Cyclists’ exposure to air pollution, noise, and greenery: a population-level spatial analysis approach

  Willberg, E., Poom, A., Helle, J. & Toivonen, T., 10 Feb 2023, In: International Journal of Health Geographics. 22, 1, 21 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• How to best map greenery from a human perspective? Comparing computational measurements with human perception

  Torkko, J., Poom, A., Willberg, E. & Toivonen, T., 11 May 2023, In: Frontiers in Sustainable Cities. 5, 17 p., 1160995.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Measuring just accessibility within planetary boundaries

  Willberg, E., Tenkanen, H., Miller, H. J., Pereira, R. H. M. & Toivonen, T., 31 Jul 2023, In: Transport Reviews. 27 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Measuring sustainable accessibility: geospatial approaches toward integrating people and the environment

  Willberg, E., 26 May 2023, University of Helsinki, Faculty of Science, Department of Geosciences and Geography. 168 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

• Smidigt, enkelt, långsamt eller oekologiskt? Den öppna restidsmatrisen skapar klarhet i huvudstadsregionens trafikförbindelser och tillgänglighet

  Fink, C., Willberg, E. & Toivonen, T., 4 Sept 2023, In: Kvartti : Helsingin kaupungin tietokeskuksen neljännesvuosijulkaisu. 2023, 2

  Research output: Contribution to journal › Article › Professional

• Sujuvaa, helppoa, hidasta vai epäekologista? Avoimesta matka-aikamatriisista ymmärrystä pääkaupunkiseudun liikenneyhteyksiin ja saavutettavuuteen

  Fink, C., Willberg, E. & Toivonen, T., 4 Sept 2023, In: Kvartti : Helsingin kaupungin tietokeskuksen neljännesvuosijulkaisu. 2023, 2

  Research output: Contribution to journal › Article › Professional

  Open Access

• The 15-minute city for all? – Measuring individual and temporal variations in walking accessibility

  Willberg, E., Fink, C. & Toivonen, T., Jan 2023, In: Journal of Transport Geography. 106, 11 p., 1032521.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• The Green Paths Route Planning Software for Exposure-Optimised Active Travel

  Helle, J., Poom, A., Willberg, E. & Toivonen, T., 13 Oct 2023, In: Journal of Open Research Software. 11, 1

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Towards equitable 20-minute neighbourhoods

  Willberg, E., Fink, C. & Toivonen, T., 2023, In: Town & country planning. 92, 3, p. 191-194

  Research output: Contribution to journal › Article › Scientific

  Open Access
• 2022

  Cross-culturally approaching the cycling behaviour questionnaire (CBQ): Evidence from 19 countries

  Useche, S. A., Alonso, F., Boyko, A., Buyvol, P., Castaneda, I., Cendales, B., Cervantes, A., Echiburu, T., Faus, M., Feitosa, Z., Gene, J., Gonzalez-Marin, A., Gonzalez, V., Gnap, J., Ibrahimj, M. K., Janstrup, K. H., Javadinejad, A., Makarova, I., McIlroy, R. & Mikusova, M. & 15 others, Moller, M., Ngueuteu-Fouaka, S., O'Hern, S., Orozco-Fontalvo, M., Shubenkova, K., Siebert, F., Soto, J., Stephens, A. N., Valle-Escolano, R., Wang, Y., Willberg, E., Wintersberger, P., Zeuwts, L., Zulkipli, Z. H. & Montoro, L., Nov 2022, In: Transportation Research. Part F: Traffic Psychology and Behaviour. 91, p. 386-400 15 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Relationships among Bicycle Rider Behaviours, Anger, Aggression, and Crashes in Finland

  O’Hern, S., Willberg, E., Fink, C. & Useche, S., 7 Mar 2022, In: Safety. 8, 1, 14 p., 18.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2021

  Comparing spatial data sources for cycling studies – a review

  Willberg, E., Tenkanen, H., Poom, A., Salonen, M. & Toivonen, T., 12 Aug 2021, Transport in Human Scale Cities: NECTAR Series on Transportation and Communications Networks Research. Mladenovic, M., Toivonen, T., Willberg, E. & Geurs, K. (eds.). Edward Elgar, p. 169-187 296 p. (NECTAR Series on Transportation and Communications Networks Research).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  Open Access

  File

• Environmental exposure during travel: A research review and suggestions forward

  Poom, A., Willberg, E. & Toivonen, T., Jul 2021, In: Health & Place. 70, 12 p., 102584.

  Research output: Contribution to journal › Review Article › peer-review

  Open Access

  File

• Escaping from Cities during the COVID-19 Crisis: Using Mobile Phone Data to Trace Mobility in Finland

  Willberg, E., Järv, O., Väisänen, T. L. A. & Toivonen, T., 23 Feb 2021, In: ISPRS International Journal of Geo-Information. 10, 2, 17 p., 103.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Examining environmental exposure during travel – routing tool and population-level analysis

  Poom, A., Helle, J., Willberg, E. & Toivonen, T., 2021, Proceedings of the 17th International Conference on CUPUM – Computational Urban Planning and Urban Management, June 9-11, 2021, Espoo, Finland.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  Open Access

  File

• Green Paths -reittiopas auttaa löytämään miellyttävimmät reitit pääkaupunkiseudulla

  Translated title of the contribution: Green Paths route planner helps to find more pleasant travel routes in the Helsinki Capital RegionPoom, A., Helle, J., Willberg, E. & Toivonen, T., Apr 2021, In: Ilmansuojelu. 2021, 1, p. 14-17

  Research output: Contribution to journal › Article › Professional

  Open Access

• Harnessing sensing systems towards urban sustainability transformation

  Grêt-Regamey, A., Switalski, M., Fagerholm, N., Korpilo, S., Juhola, S., Kyttä, M., Käyhkö, N., McPhearson, T., Nollert, M., Rinne, T., Soininen, N., Toivonen, T., Räsänen, A., Willberg, E. & Raymond, P. C., 15 Dec 2021, In: npj Urban Sustainability. 1

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Kaupunkipyöristä kerättävä tieto tukee kestävän liikkumisen tavoittelua

  Willberg, E., Salonen, M. & Toivonen, T., Mar 2021, Helsingin yliopisto, Kaupunkitutkimusinstituutti Urbaria. 6 p. (Urbaria Summaries Series; no. 3/2021)

  Research output: Book/Report › Commissioned report

  Open Access

  File

• On the journey of transforming transport systems for human scale cities

  Mladenovic, M., Toivonen, T., Willberg, E. & Geurs, K., 12 Aug 2021, Transport in Human Scale Cities: NECTAR Series on Transportation and Communications Networks Research. Edward Elgar, p. 247-257 (NECTAR Series on Transportation and Communications Networks Research).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  Open Access

  File

• Pako kaupungeista maalle?

  Willberg, E., Järv, O., Väisänen, T. L. A. & Toivonen, T., 2021, In: Positio : paikkatiedon erikoislehti. 1/2021, p. 5-7 3 p.

  Research output: Contribution to journal › Article › Professional

  Open Access

  File

• Setting the stage for transport in human scale cities

  Mladenovic, M., Toivonen, T., Willberg, E. & Geurs, K., 12 Aug 2021, Transport in Human Scale Cities: NECTAR Series on Transportation and Communications Networks Research. Edward Elgar, p. 2-12 (NECTAR Series on Transportation and Communications Networks Research).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  Open Access

• The Green Paths route planning software for exposure-optimised travel

  Helle, J., Poom, A., Willberg, E. & Toivonen, T., 24 Oct 2021, Open Society Foundations (OSF).

  Research output: Working paper › Scientific

• Transport in Human Scale Cities: NECTAR Series on Transportation and Communications Networks Research

  Mladenovic, M. (Editor), Toivonen, T. (Editor), Willberg, E. (Editor) & Geurs, K. (Editor), 12 Aug 2021, Edward Elgar. (NECTAR Series on Transportation and Communications Networks Research)

  Research output: Book/Report › Anthology or special issue › Scientific › peer-review

  Open Access

• What do trip data reveal about bike-sharing system users?

  Willberg, E., Salonen, M. & Toivonen, T., Feb 2021, In: Journal of Transport Geography. 91, 9 p., 102971.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Yleistyvä monipaikkainen asuminen on huomioitava kriisinhallinnassa

  Willberg, E., Järv, O., Väisänen, T. L. A. & Toivonen, T., May 2021, Helsingin yliopisto, Kaupunkitutkimusinstituutti Urbaria. 6 p. (Urbaria Summaries Series)

  Research output: Book/Report › Commissioned report

  Open Access

  File
• 2020

  Green Paths route planning software

  Helle, J., Poom, A., Willberg, E., Väisänen, T. L. A. & Toivonen, T., 2020

  Research output: Non-textual form › Software › Professional

  Open Access

• The green view dataset for the capital of Finland, Helsinki

  Toikka, A., Willberg, E., Mäkinen, V., Toivonen, T. & Oksanen, J., Jun 2020, In: Data in Brief. 30, 7 p., 105601.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2019

  Bike sharing as part of urban mobility in Helsinki – a user perspective

  Willberg, E., 2019, Helsinki. 94 p.

  Research output: Thesis › Master's thesis

  Open Access
• 2017

  Geoinformatiikan opetus muutoksessa

  Willberg, E. S., Muukkonen, P. & Toivonen, T. K., Oct 2017, In: Positio : paikkatiedon erikoislehti. 2017, 3, p. 14-16 3 p.

  Research output: Contribution to journal › Article › Professional

• Geoinformatiikan opetus Suomessa - tilannekatsaus vuonna 2016

  Willberg, E. S., Muukkonen, P. & Toivonen, T. K., 29 Sept 2017, Helsinki: University of Helsinki, Faculty of Science, Department of Geosciences and Geography. 22 p. (Department of Geosciences and Geography C; no. C13)

  Research output: Book/Report › Commissioned report

  Open Access

• Pyöräilyn reitit ja sujuvuus

  Tarnanen, A., Salonen, M. P., Willberg, E. S. & Toivonen, T. K., Dec 2017, Helsinki: Helsingin kaupunki, kaupunkiympäristön toimiala. 110 p. (Kaupunkiympäristön julkaisuja; no. 2017:16)

  Research output: Book/Report › Commissioned report

  Open Access