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Transportation: Difference between revisions
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Each of these mitigation strategies offers opportunities for ML. While many of us probably think of autonomous vehicles and ride-sharing when we think of transport and ML, these technologies have uncertain impacts on GHG emissions, potentially even increasing them. In reality, ML can play a role for decarbonizing transportation that goes much further. ML can improve vehicle engineering, enable intelligent infrastructure, and provide policy-relevant information. Many interventions that reduce GHG emissions in the transportation sector require changes in planning, maintenance, and operations of transportation systems, even though the GHG reduction potential of those measures might not be immediately apparent. ML can help in implementing such interventions, for example by providing better demand forecasts. Typically, ML strategies are most effective in tandem with strong public policies.
== Readings ==▼
* [https://www.ipcc.ch/site/assets/uploads/2018/02/ipcc_wg3_ar5_chapter8.pdf IPCC AR5 Chapter on Transportation]
* Creutzig, F. et al. [https://www.cambridge.org/core/journals/global-sustainability/article/leveraging-digitalization-for-sustainability-in-urban-transport/9322C52E379793B7C4A41682EC99DB6A Leveraging digitalization for sustainability in urban transport.] (2019)
* Kaack L. et al. [https://iopscience.iop.org/article/10.1088/1748-9326/aad56c/meta Decarbonizing intraregional freight systems with a focus on modal shift.] 2018.
* Teter, J. et al. [https://www.iea.org/publications/freepublications/publication/TheFutureofTrucksImplicationsforEnergyandtheEnvironment.pdf The Future of Trucks] (2017)
▲== Readings ==
==Community==
===Journals and conferences===
* [http://www.trb.org/Main/Home.aspx Transportation Research Board] (conference and journal)
===Societies and organizations===
* [https://www.itf-oecd.org/decarbonising-transport International Transport Forum] (inter-governmental organization)
* [https://transportenergy.org/ International Transport Energy Modeling (iTEM)] (convenes members from the transport-energy modeling community)
===Past and upcoming events===
==Libraries and tools==
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