Tackling climate change with machine learning

D Rolnick, PL Donti, LH Kaack, K Kochanski… - ACM Computing …, 2022 - dl.acm.org
Climate change is one of the greatest challenges facing humanity, and we, as machine
learning (ML) experts, may wonder how we can help. Here we describe how ML can be a …

Decarbonizing road freight transportation–A bibliometric and network analysis

T Meyer - Transportation Research Part D: Transport and …, 2020 - Elsevier
Road freight transportation literature increasingly concentrates on environmental aspects to
reduce logistics contribution to carbon dioxide emissions. Some literature reviews highlight …

Heavy-duty truck electrification and the impacts of depot charging on electricity distribution systems

B Borlaug, M Muratori, M Gilleran, D Woody, W Muston… - Nature Energy, 2021 - nature.com
Major technological advancements and recent policy support are improving the outlook for
heavy-duty truck electrification in the United States. In particular, short-haul operations (≤ …

Transport (Chapter 10)

P Jaramillo, S Kahn Ribeiro, P Newman, S Dhar… - 2022 - pure.iiasa.ac.at
Meeting climate mitigation goals would require transformative changes in the transport
sector (high confidence). In 2019, direct greenhouse gas (GHG) emissions from the transport …

[HTML][HTML] The limits of transport decarbonization under the current growth paradigm

I De Blas, M Mediavilla, I Capellán-Pérez… - Energy Strategy …, 2020 - Elsevier
Achieving ambitious reductions in greenhouse gases (GHG) is particularly challenging for
transportation due to the technical limitations of replacing oil-based fuels. We apply the …

Freight transport decarbonization: A systematic literature review of system dynamics models

V Ghisolfi, LA Tavasszy, GHA Correia, GLD Chaves… - Sustainability, 2022 - mdpi.com
Freight transport decarbonization is currently an urgent challenge. Decarbonization
strategies have a specific time to take effect, and it is essential to consider their time …

Modeling carbon emission estimation for hinterland-based container intermodal network

X Guo, J He, M Lan, H Yu, W Yan - Journal of Cleaner Production, 2022 - Elsevier
In order to deal with the increasing environmental challenges, the high carbon-emitting
transport system keeps transitioning to achieve carbon peaking and carbon neutrality goals …

The effects of local interventions on global technological change through spillovers: A modeling framework and application to the road-freight sector

B Noll, B Steffen, TS Schmidt - Proceedings of the National …, 2023 - National Acad Sciences
To address global sustainability challenges,(public) policy interventions are needed to
induce or accelerate technological change. While most policy interventions occur on the …

Transition paths towards a sustainable transportation system: a literature review

F Jelti, A Allouhi, KA Tabet Aoul - Sustainability, 2023 - mdpi.com
In this paper, the challenges inherent in the development of a decarbonized transportation
system are thoroughly examined. Sustainable transportation practices that can contribute to …

Sustainable performance assessment of rail freight transportation using triple bottom line approach: An application to Indian Railways

N Gandhi, R Kant, J Thakkar - Transport Policy, 2022 - Elsevier
Freight transportation provides a significant contribution to the growth of national economies.
The uncontrollable greenhouse gas emissions have caught the attention of governments …