Projects per year
Personal profile
Short bio
Nations are battling against climate change and are urged to reduce greenhouse gas emissions - transport is a major source of emissions in many countries. In my research, I focus on assessing effectiveness of policies in reducing ghg-emissions especially from road transport and non-road mobile machinery by creating future scenarios on the development of vehicle fleet and their emissions. I use python, R, statistical and deterministic programming and data analysis to perfect the scenario models and get the most out the data we have. Do you need help with your data and modelling? Feel free to contact me.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Science, Master, Integrated Climate System Sciences, Hamburg University of Technology
Award Date: 24 Jul 2018
Engineering, Bachelor, Environmental Engineering, Metropolia University of Applied Sciences
Award Date: 30 Sept 2016
Skills and expertise
- Python
- R
- programming
- modelling
- statistics
- Transport Systems
- climate change
- Climate policies
- Renewable energy
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Network
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CO2 DataHub
Lavikka, R., Vainio-Kaila, T., Kiviniemi, M., Vatanen, S., Orko, I. & Markkanen, J.
1/03/22 → 30/06/23
Project: Consultancy
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NEGEM: Quantifying and Deploying Responsible Negative Emissions in Climate Resilient Pathways
Koponen, K., Koljonen, T., Similä, L., Lehtilä, A., Kiviranta, K., Mäki, E. & Markkanen, J.
1/06/20 → 31/05/24
Project: EU project
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Scenarios for greenhouse gas emissions and energy consumption of road transport in Finland: Exploring the impact of existing policies
Markkanen, J., Lauhkonen, A. & Niemi, A., 2023, VTT Technical Research Centre of Finland. 63 p. (VTT Technology; No. 413).Research output: Book/Report › Report
Open Access -
Pääministeri Sanna Marinin hallituksen ilmasto- ja energiapoliittisten toimien vaikutusarviot: Hiilineutraali Suomi 2035 (HIISI) -jatkoselvitys
Koljonen, T., Lehtilä, A., Honkatukia, J. & Markkanen, J., 2022, VTT Technical Research Centre of Finland. 62 p. (VTT Technology; No. 402).Research output: Book/Report › Report
Open Access -
Työkoneiden kustannustehokkaat päästövähennyskeinot
Pihlatie, M., Söderena, P., Markkanen, J., Nylund, N-O., Rahkola, P., Åman, R., Muona, T., Pettinen, R., Naumanen, M., Shah, S. & Baranauskas, M., 19 Oct 2022, Prime Minister's Office Finland. 163 p. (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; No. 2022:63).Translated title of the contribution :Cost-effective means to reduce emissions from non-road mobile machinery Research output: Book/Report › Book (author) › Scientific
Open Access -
Päästöttömien työmaiden seurantajärjestelmä: Green deal -sopimuksen päästöseurannan toteutus
Valovirta, V., Muona, T., Markkanen, J. & Heino, I., 2 Jul 2021, VTT Technical Research Centre of Finland. 21 p. (VTT Asiakasraportti; No. VTT-CR-0063-21).Translated title of the contribution :Monitoring system for zero emission construction sites: Implementation of emission monitoring for the Green Deal Research output: Book/Report › Report
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Selvitys ja tiekartta Vuosaaren sataman työkoneliikenteen päästövähennyksille
Söderena, P., Nylund, N-O., Pettinen, R., Muona, T., Markkanen, J., Paakkinen, M., Similä, L., Koljonen, T., Sokka, L. & Pihlatie, M., 25 Mar 2021, Espoo: VTT Technical Research Centre of Finland. 78 p. (VTT Asiakasraportti; No. VTT-CR-01565-20).Research output: Book/Report › Report
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