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Transportation: Difference between revisions
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== Machine Learning Application Areas ==
=== Reducing transport activity ===
* Understanding transportation data
* Modeling demand
* Shared mobility
* Freight routing and consolidation
* Alternatives to transport
=== Improving vehicle efficiency ===
* Designing for efficiency
* Autonomous vehicles
=== Alternative fuels and electrification ===
* Electric vehicles
* Alternative fuels
=== Modal shift ===
* Passenger preferences
* Enabling low-carbon options
== Background Readings ==
*'''Chapter 8: "Transport" in the IPCC Fifth Assessment Report (2014)'''<ref>Sims R., R. Schaeffer, F. Creutzig, X. Cruz-Núñez, M. D’Agosto, D. Dimitriu, M.J. Figueroa Meza, L. Fulton, S. Kobayashi, O. Lah, A. McKinnon, P. Newman, M. Ouyang, J.J. Schauer, D. Sperling, and G. Tiwari, 2014: Transport. In: ''Climate Change 2014: Mitigation of Climate Change. Contribution of Working Group III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change'' [Edenhofer, O., R. Pichs-Madruga, Y. Sokona, E. Farahani, S. Kadner, K. Seyboth, A. Adler, I. Baum, S. Brunner, P. Eickemeier, B. Kriemann, J. Savolainen, S. Schlömer, C. von Stechow, T. Zwickel and J.C. Minx (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA.</ref>: An overview of climate change mitigation from freight and passenger transport. Available [https://www.ipcc.ch/report/ar5/wg3/transport/ here].
*'''Leveraging digitalization for sustainability in urban transport (2019)'''<ref>{{Cite journal|last=Creutzig|first=Felix|last2=Franzen|first2=Martina|last3=Moeckel|first3=Rolf|last4=Heinrichs|first4=Dirk|last5=Nagel|first5=Kai|last6=Nieland|first6=Simon|last7=Weisz|first7=Helga|date=2019|title=Leveraging digitalization for sustainability in urban transport|url=http://dx.doi.org/10.1017/sus.2019.11|journal=Global Sustainability|volume=2|doi=10.1017/sus.2019.11|issn=2059-4798}}</ref>: A perspective on opportunities, risks, and policy actions for digitalization in urban transport systems.
*'''Decarbonizing intraregional freight systems with a focus on modal shift (2018)'''<ref>{{Cite journal|last=Kaack|first=Lynn H|last2=Vaishnav|first2=Parth|last3=Morgan|first3=M Granger|last4=Azevedo|first4=Inês L|last5=Rai|first5=Srijana|date=2018-08-15|title=Decarbonizing intraregional freight systems with a focus on modal shift|url=http://dx.doi.org/10.1088/1748-9326/aad56c|journal=Environmental Research Letters|volume=13|issue=8|pages=083001|doi=10.1088/1748-9326/aad56c|issn=1748-9326}}</ref>: An overview of "strategies for decarbonizing freight transportation...and literature and data relevant to estimating the global decarbonization potential through modal shift."
*'''The Future of Trucks (2017)'''<ref>Teter, Jacob, Pierpaolo Cazzola, Timur Gul, Eamonn Mulholland, Pharoah Le Feuvre, Simon Bennett, Paul Hugues et al. "The future of trucks: implications for energy and the environment." (2017): 1-167.</ref>: A report from the International Energy Agency on road freight, and its implications for energy and the environment.
== Online Courses and Course Materials ==
==Community==
===Societies and organizations===
*'''Transportation Research Board''': "As part of the National Academies of Sciences, Engineering, and Medicine, the Transportation Research Board (TRB) provides leadership in transportation improvements and innovation through trusted, timely, impartial, and evidence-based information exchange, research, and advice regarding all modes of transportation." Website [http://www.trb.org/Main/Home.aspx here].
*'''International Transport Forum''': An inter-governmental organization "promot[ing] carbon-neutral mobility to help stop climate change" and "provid[ing] decision makers with tools to select CO<sub>2</sub> mitigation measures that deliver on their climate commitment." Website [https://www.itf-oecd.org/decarbonising-transport here].
*'''International Transport Energy Modeling (iTEM)''': "[A]n open group of people and organizations interested in the role of energy in the world's transport system." Website [https://transportenergy.org/ here].
==Libraries and Tools==
==Data==
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