Narrative-driven alternative roads to achieve mid-century CO2 net neutrality in Europe
Open accessAbstract
The tightened climate mitigation targets of the EU green deal raise an important question: Which strategy should be used to achieve carbon emissions net neutrality? This study explores stakeholder-designed narratives of the future energy system development within the deep decarbonization context. European carbon net-neutrality goals are put under test in a model comparison exercise using state of the art Energy-Environment-Economy (E3) models: ETM-UCL, PRIMES and REMIND. Results show that while achieving the transition to carbon neutrality by mid-century is feasible under quite different future energy systems, some robust commonalities emerge. Electrification of end use sectors combined with large-scale expansion of renewable energy is a no-regret decision for all strategies; Carbon Dioxide Removal (CDR) plays an important role for achieving net-neutral targets under all scenarios, but is most relevant when demand-side changes are limited; hydrogen and synthetic fuels can be a relevant mitigation option for mid-century mitigation in hard-to-abate sectors; energy efficiency can reduce the supply system strain. Finally, high carbon prices (300–900€/tCO2) are needed under all strategies in order to achieve carbon net neutrality in 2050.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Carbon neutrality is technically feasible with future energy technologies by mid-century.
“The findings indicated that carbon neutrality is technically feasible with future energy technologies by mid-century.”
From Strategies to achieve a carbon neutral society: a review (2022) · cites this paper as Rodrigues et al. 2022
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Riahi, K., van Vuuren, D. P., Kriegler, E., Edmonds, J., O’Neill, B. C., Fujimori, S., Bauer, N., Calvin, K., Dellink, R., Fricko, O., et al. (2017) · Global Environmental Change · doi:10.1016/j.gloenvcha.2016.05.009 · Cited by 6,607 · see citing works
Self-citationNet-zero emissions energy systems
Davis, S. J., Lewis, N. S., Shaner, M., Aggarwal, S., Arent, D., Azevedo, I. L., Benson, S. M., Bradley, T., Brouwer, J., Chiang, Y.-M., et al. (2018) · Science · doi:10.1126/science.aas9793 · Cited by 2,391 · see citing works
Grubler, A., Wilson, C., Bento, N., Boza-Kiss, B., Krey, V., McCollum, D. L., Rao, N. D., Riahi, K., Rogelj, J., De Stercke, S., et al. (2018) · Nature Energy · doi:10.1038/s41560-018-0172-6 · Cited by 1,178 · see citing works
Fossil-fueled development (SSP5): An energy and resource intensive scenario for the 21st century
Kriegler, E., Bauer, N., Popp, A., Humpenöder, F., Leimbach, M., Strefler, J., Baumstark, L., Bodirsky, B. L., Hilaire, J., Klein, D., et al. (2017) · Global Environmental Change · doi:10.1016/j.gloenvcha.2016.05.015 · Cited by 735 · see citing works
Self-citationTurnheim, B., Berkhout, F., Geels, F. W., Hof, A. F., McMeekin, A., Nykvist, B., & van Vuuren, D. P. (2015) · Global Environmental Change · doi:10.1016/j.gloenvcha.2015.08.010 · Cited by 589 · see citing works
Residual fossil CO2 emissions in 1.5–2 °C pathways
Luderer, G., Vrontisi, Z., Bertram, C., Edelenbosch, O. Y., Pietzcker, R. C., Rogelj, J., De Boer, H. S., Drouet, L., Emmerling, J., Fricko, O., et al. (2018) · Nature Climate Change · doi:10.1038/s41558-018-0198-6 · Cited by 575 · see citing works
Self-citationTerawatt-scale photovoltaics: Transform global energy
Haegel, N. M., Atwater, H., Barnes, T., Breyer, C., Burrell, A., Chiang, Y.-M., De Wolf, S., Dimmler, B., Feldman, D., Glunz, S., et al. (2019) · Science · doi:10.1126/science.aaw1845 · Cited by 560 · see citing works
ETSAP-TIAM: the TIMES integrated assessment model Part I: Model structure
Loulou, R., & Labriet, M. (2007) · Computational Management Science · doi:10.1007/s10287-007-0046-z · Cited by 539 · see citing works
EU Reference Scenario 2016 - Energy, transport and GHG emissions Trends to 2050.
Capros, P., Vita, A. D., Tasios, N., Siskos, P., Kannavou, M., Petropoulos, A., Evangelopoulou, S., Zampara, M., Papadopoulos, D., Nakos, C., et al. (2016) · IIASA PURE (International Institute of Applied Systems Analysis) · Cited by 471 · see citing works
Self-citationKriegler, E., Weyant, J. P., Blanford, G. J., Krey, V., Clarke, L., Edmonds, J., Fawcett, A. A., Luderer, G., Riahi, K., Richels, R., et al. (2014) · Climatic Change · doi:10.1007/s10584-013-0953-7 · Cited by 445 · see citing works
Self-citationMadeddu, S., Ueckerdt, F., Pehl, M., Peterseim, J., Lord, M., Kumar, K. A., Krüger, C., & Luderer, G. (2020) · Environmental Research Letters · doi:10.1088/1748-9326/abbd02 · Cited by 295 · see citing works
Self-citationLechtenböhmer, S., Nilsson, L. J., Åhman, M., & Schneider, C. (2016) · Energy · doi:10.1016/j.energy.2016.07.110 · Cited by 290 · see citing works
Fragkos, P. F., van Soest, H. L., Schaeffer, R., Reedman, L., Köberle, A. C., Macaluso, N., Evangelopoulou, S., Vita, A. D., Sha, F., Chai, Q., et al. (2020) · Energy · doi:10.1016/j.energy.2020.119385 · Cited by 255 · see citing works
Self-citationGetting from here to there – energy technology transformation pathways in the EMF27 scenarios
Krey, V., Luderer, G., Clarke, L., & Kriegler, E. (2013) · Climatic Change · doi:10.1007/s10584-013-0947-5 · Cited by 247 · see citing works
Self-citationBaumstark, L., Bauer, N., Benke, F., Bertram, C., Bi, S., Gong, C. C., Dietrich, J. P., Dirnaichner, A., Giannousakis, A., Hilaire, J., et al. (2021) · Geoscientific model development · doi:10.5194/gmd-14-6571-2021 · Cited by 223 · see citing works
Self-citationFragkos, P. F., Tasios, N., Paroussos, L., Capros, P., & Tsani, S. (2016) · Energy Policy · doi:10.1016/j.enpol.2016.10.023 · Cited by 218 · see citing works
Self-citationKrey, V., Guo, F., Kolp, P., Zhou, W., Schaeffer, R., Awasthy, A., Bertram, C., de Boer, H. S., Fragkos, P. F., Fujimori, S., et al. (2018) · Energy · doi:10.1016/j.energy.2018.12.131 · Cited by 207 · see citing works
Self-citationA new scenario resource for integrated 1.5 °C research
Huppmann, D., Rogelj, J., Kriegler, E., Krey, V., & Riahi, K. (2018) · Nature Climate Change · doi:10.1038/s41558-018-0317-4 · Cited by 195 · see citing works
Energy-system modelling of the EU strategy towards climate-neutrality
Capros, P., Zazias, G., Evangelopoulou, S., Kannavou, M., Fotiou, T., Siskos, P., Vita, A. D., & Sakellaris, K. (2019) · Energy Policy · doi:10.1016/j.enpol.2019.110960 · Cited by 195 · see citing works
Self-citationHammond, G. P., Akwe, S. S. O., & Williams, S. (2011) · Energy · doi:10.1016/j.energy.2010.12.012 · Cited by 193 · see citing works
Effects of electric vehicles on power systems in Northern Europe
Hedegaard, K., Ravn, H. F., Juul, N., & Meibom, P. (2012) · Energy · doi:10.1016/j.energy.2012.06.012 · Cited by 175 · see citing works
Varieties of coal-fired power phase-out across Europe
Rentier, G., Lelieveldt, H., & Kramer, G. J. (2019) · Energy Policy · doi:10.1016/j.enpol.2019.05.042 · Cited by 151 · see citing works
McDowall, W. (2014) · Futures · doi:10.1016/j.futures.2014.07.004 · Cited by 143 · see citing works
Self-citationRyberg, D. S., Caglayan, D. G., Schmitt, S., Linßen, J., Stolten, D., & Robinius, M. (2019) · Energy · doi:10.1016/j.energy.2019.06.052 · Cited by 141 · see citing works
Reichenberg, L., Hedenus, F., Odenberger, M., & Johnsson, F. (2018) · Energy · doi:10.1016/j.energy.2018.02.061 · Cited by 134 · see citing works
Hannula, I. (2016) · Energy · doi:10.1016/j.energy.2016.03.119 · Cited by 113 · see citing works
van Sluisveld, M. A. E., Hof, A. F., Carrara, S., Geels, F. W., Nilsson, M., Rogge, K. S., Turnheim, B., & van Vuuren, D. P. (2018) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2017.10.024 · Cited by 107 · see citing works
Bellocchi, S., Gambini, M., Manno, M., Stilo, T., & Vellini, M. (2018) · Energy · doi:10.1016/j.energy.2018.07.068 · Cited by 96 · see citing works
Halving energy demand from buildings: The impact of low consumption practices
Levesque, A., Pietzcker, R., & Luderer, G. (2019) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2019.04.025 · Cited by 91 · see citing works
Self-citationDecarbonizing the EU energy system by 2050: an important role for BECCS
Rodríguez, B. S., Drummond, P., & Ekins, P. (2016) · Climate Policy · doi:10.1080/14693062.2016.1242058 · Cited by 75 · see citing works
Investment and production costs of synthetic fuels – A literature survey
Haarlemmer, G. W., Boissonnet, G., Peduzzi, E., & Setier, P.-A. (2014) · Energy · doi:10.1016/j.energy.2014.01.093 · Cited by 70 · see citing works
Integrated assessment model diagnostics: key indicators and model evolution
Harmsen, M. J. H. M., Kriegler, E., van Vuuren, D. P., van der Wijst, K.-I., Luderer, G., Cui, R. Y., Dessens, O., Drouet, L., Emmerling, J., Morris, J., et al. (2021) · Environmental Research Letters · doi:10.1088/1748-9326/abf964 · Cited by 69 · see citing works
Self-citationLeurent, M., da Costa, P., Rämä, M., Persson, U., & Jasserand, F. (2018) · Energy · doi:10.1016/j.energy.2018.01.149 · Cited by 61 · see citing works
Flexible power and hydrogen production: Finding synergy between CCS and variable renewables
Cloete, S. W. P., & Hirth, L. (2019) · Energy · doi:10.1016/j.energy.2019.116671 · Cited by 59 · see citing works
Giannousakis, A., Hilaire, J., Nemet, G. F., Luderer, G., Pietzcker, R., Rodrigues, R., Baumstark, L., & Kriegler, E. (2020) · Energy · doi:10.1016/j.energy.2020.119253 · Cited by 53 · see citing works
Self-citationThe JRC-EU-TIMES model. Bioenergy potentials for EU and neighbouring countries
Ruiz, P., Sgobbi, A., Nijs, W., Thiel, C., Longa, F. D., Kober, T., Elbersen, B. S., & Hengeveld, G. (2015) · Joint Research Centre (European Commission) · doi:10.2790/01017 · Cited by 49 · see citing works
Ambitious mitigation scenarios for Germany: A participatory approach
Schmid, E., & Knopf, B. (2012) · Energy Policy · doi:10.1016/j.enpol.2012.09.007 · Cited by 48 · see citing works
Auer, H., del Granado, P. C., Oei, P.-Y., Hainsch, K., Löffler, K., Burandt, T., Huppmann, D., & Graabak, I. (2020) · e+i Elektrotechnik und Informationstechnik · doi:10.1007/s00502-020-00832-7 · Cited by 41 · see citing works
del Granado, P. C., Resch, G., Holz, F., Welisch, M., Geipel, J., Hartner, M., Forthuber, S., Sensfuß, F., Olmos, L., Bernath, C., et al. (2020) · Economics of Energy and Environmental Policy · doi:10.5547/2160-5890.9.1.pcre · Cited by 30 · see citing works
Flagged first, then by citations
1 of the 40 references couldn’t be matched to a known paper.
Research works printed but not linked: 4
- Net-zero emission targets for major emitting countries consistent with the Paris Agreement | Nature Communications." https://www.nature.com/ articles/s41467-021-22294-x (accessed Jun. 28, 2021).
- McDowall W. D 3.3 Report on first participatory co-design workshop. London: " UCL Institute for Sustainable Resources; 2018. Accessed: Jun. 29, 2021. [Online]. Available: https://innopaths.eu/2019/04/11/d-3-3-report-on-first- participatory-co-design-workshop/.
- McDowall W. D3.5 Report on second participatory co-design workshop. London: " UCL Institute for Sustainable Resources; 2019. Accessed: Jun. 29, 2021. [Online]. Available: https://innopaths.eu/wp-content/uploads/2019/09/ D3.5.pdf.
- Rodriguez BS, Drummond P, Ekins P. "Decarbonizing the EU energy system by 2050: an important role for BECCS," Clim. Policy Jun. 2017;17. https://doi.org/ 10.1080/14693062.2016.1242058. sup1, pp. S93eS110. · DOI
Cited by
Sorted by citations
Strategies to achieve a carbon neutral society: a review
Chen, L., Msigwa, G., Yang, M., Osman, A. I., Fawzy, S., Rooney, D. W., & Yap, P.-S. (2022) · Environmental Chemistry Letters · doi:10.1007/s10311-022-01435-8 · Cited by 1,326 · see citing works
Probabilistic feasibility space of scaling up green hydrogen supply
Odenweller, A., Ueckerdt, F., Nemet, G. F., Jensterle, M., & Luderer, G. (2022) · Nature Energy · doi:10.1038/s41560-022-01097-4 · Cited by 483 · see citing works
Self-citationOil and gas pathway to net-zero: Review and outlook
Wang, Z., Li, S., Jin, Z., Li, Z., Liu, Q., & Zhang, K. (2022) · Energy Strategy Reviews · doi:10.1016/j.esr.2022.101048 · Cited by 259 · see citing works
Breyer, C., Bogdanov, D., Ram, M., Khalili, S., Vartiainen, E., Moser, D., Román, E., Masson, G., Aghahosseini, A., Mensah, T. N. O., et al. (2022) · Progress in Photovoltaics Research and Applications · doi:10.1002/pip.3659 · Cited by 109 · see citing works
Carbon capture and utilization for industrial applications
Rajabloo, T., Valee, J., Marenne, Y., Coppens, L., & Ceuninck, W. D. (2022) · Energy Reports · doi:10.1016/j.egyr.2022.12.009 · Cited by 86 · see citing works
On the role of forests and the forest sector for climate change mitigation in Sweden
Petersson, H., Ellison, D., Mensah, A. A., Berndes, G., Egnell, G., Lundblad, M., Lundmark, T., Lundström, A., Stendahl, J., & Wikberg, P. (2022) · GCB Bioenergy · doi:10.1111/gcbb.12943 · Cited by 73 · see citing works
Schreyer, F., Ueckerdt, F., Pietzcker, R., Rodrigues, R., Rottoli, M., Madeddu, S., Pehl, M., Hasse, R., & Luderer, G. (2024) · One Earth · doi:10.1016/j.oneear.2024.01.015 · Cited by 69 · see citing works
Self-citationJiang, D., Wang, Y., Liu, W., Lin, L., Qiao, W., Chen, J., Li, D., Li, Z., & Fan, J. (2022) · Journal of Energy Storage · doi:10.1016/j.est.2021.103932 · Cited by 63 · see citing works
Grant, N., Gambhir, A., Mittal, S., Greig, C. R., & Köberle, A. C. (2022) · International journal of greenhouse gas control · doi:10.1016/j.ijggc.2022.103766 · Cited by 56 · see citing works
McDowall, W., Reinauer, T., Fragkos, P. F., Miedziński, M., & Cronin, J. (2023) · Climatic Change · doi:10.1007/s10584-022-03478-w · Cited by 56 · see citing works
Self-citationOsorio-Aravena, J. C., Aghahosseini, A., Bogdanov, D., Caldera, U., Ghorbani, N., Mensah, T. N. O., Haas, J., Muñoz, E., & Breyer, C. (2023) · Energy · doi:10.1016/j.energy.2023.128038 · Cited by 54 · see citing works
Satymov, R., Bogdanov, D., Galimova, T., & Breyer, C. (2025) · Energy · doi:10.1016/j.energy.2025.134888 · Cited by 52 · see citing works
Can energy sector reach carbon neutrality with biomass limitations?
Allena-Ozoliņa, S., Pakere, I., Jaunzems, D., Blumberga, A., Grāvelsiņš, A., Dubrovskis, D., & Daģis, S. (2022) · Energy · doi:10.1016/j.energy.2022.123797 · Cited by 47 · see citing works
Zhang, W., Chen, Y., Wang, Y., & Xu, Y. (2023) · Energy · doi:10.1016/j.energy.2023.127362 · Cited by 46 · see citing works
Analyzing the impact of demand response and reserves in islands energy planning
Groppi, D., Feijoo, F., Pfeifer, A., Garcia, D. A., & Duić, N. (2023) · Energy · doi:10.1016/j.energy.2023.127716 · Cited by 43 · see citing works
The more the merrier? Actors and ideas in the evolution of German hydrogen policy discourse
Belova, A., Quittkat, C., Lehotský, L., Knodt, M., Osička, J., & Kemmerzell, J. (2023) · Energy Research & Social Science · doi:10.1016/j.erss.2023.102965 · Cited by 43 · see citing works
Cai, W., Wang, F., Jiang, J., Wang, Z., Liu, J., & Chen, C. (2022) · Frontiers in Earth Science · doi:10.3389/feart.2022.806416 · Cited by 41 · see citing works
Fragkos, P. F. (2022) · AIMS energy · doi:10.3934/energy.2022011 · Cited by 42 · see citing works
Self-citationOshiro, K., & Fujimori, S. (2024) · Nature Communications · doi:10.1038/s41467-024-46101-5 · Cited by 40 · see citing works
Mikropoulos, E., Roelfsema, M., Chen, H.-H., Staffell, I., Oreggioni, G. D., Hdidouan, D., Thellufsen, J. Z., Chang, M., Fragkos, P. F., Giannousakis, A., et al. (2025) · Energy · doi:10.1016/j.energy.2025.134809 · Cited by 39 · see citing works
Self-citationThe EPLANoptMAC model to plan the decarbonisation of the maritime transport sector of a small island
Groppi, D., Nastasi, B., & Prina, M. G. (2022) · Energy · doi:10.1016/j.energy.2022.124342 · Cited by 39 · see citing works
Holly, F., Kolar, G., Berger, M., Fink, S., Ogonowski, P., & Schlund, S. (2023) · Frontiers in Sustainability · doi:10.3389/frsus.2023.1243374 · Cited by 38 · see citing works
A cross-chain enabled day-ahead collaborative power-carbon-TGC market
Wang, Y., Xie, H., Sun, X., Tang, L., & Bie, Z. (2022) · Energy · doi:10.1016/j.energy.2022.124881 · Cited by 37 · see citing works
Reinmöller, M., Schreiner, M., Laabs, M., Scharm, C., Yao, Z., Guhl, S., Neuroth, M., Meyer, B. E., & Gräbner, M. (2023) · Renewable Energy · doi:10.1016/j.renene.2023.04.072 · Cited by 36 · see citing works
Chyong, C. K., Pollitt, M. G., Reiner, D. M., & Li, C. (2024) · Energy Strategy Reviews · doi:10.1016/j.esr.2024.101322 · Cited by 37 · see citing works
Improved MgH2 kinetics and cyclic stability by fibrous spherical NiMoO4 and rGO
Hou, Q., Zhang, J., Guo, X., & Yang, X. (2022) · Journal of the Taiwan Institute of Chemical Engineers · doi:10.1016/j.jtice.2022.104311 · Cited by 30 · see citing works
Oshiro, K., Fujimori, S., Hasegawa, T., Asayama, S., Shiraki, H., & Takahashi, K. (2023) · One Earth · doi:10.1016/j.oneear.2023.06.005 · Cited by 29 · see citing works
Migo-Sumagang, M. V., Tan, R. R., & Aviso, K. B. (2023) · Energy · doi:10.1016/j.energy.2023.127445 · Cited by 29 · see citing works
Energy PLAN-based evaluation of renewable energy scenarios in semi-arid contexts
Abdoos, M., Noorollahi, Y., Shahee, A., Yousefi, H., Rezaeifard, M., & Moltames, R. (2025) · Results in Engineering · doi:10.1016/j.rineng.2025.107007 · Cited by 27 · see citing works
The role of spatial resolution in global electricity systems modelling
Brinkerink, M., Mayfield, E., & Deane, P. (2024) · Energy Strategy Reviews · doi:10.1016/j.esr.2024.101370 · Cited by 24 · see citing works
Comparative assessment of future hydrogen demand potentials in a decarbonised European energy system
Abid, H., Østergaard, P. A., Skov, I. R., & Mathiesen, B. V. (2025) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2025.03.362 · Cited by 23 · see citing works
Costs and benefits of highly ambitious energy transition pathways for Europe
Bogdanov, D., Ram, M., Satymov, R., Lopez, G., Mensah, T. N. O., Sadovskaia, K., & Breyer, C. (2025) · Energy · doi:10.1016/j.energy.2025.138477 · Cited by 26 · see citing works
Research on a cross-regional robust trading strategy based on multiple market mechanisms
Yan, S., Wang, W., Li, X., & Zhao, Y. (2022) · Energy · doi:10.1016/j.energy.2022.125253 · Cited by 22 · see citing works
Andreou, A., Fragkos, P. F., Fotiou, T., & Filippidou, F. (2022) · Energies · doi:10.3390/en15144948 · Cited by 21 · see citing works
Self-citationGong, C. C., Ueckerdt, F., Pietzcker, R., Odenweller, A., Schill, W.-P., Kittel, M., & Luderer, G. (2023) · Geoscientific model development · doi:10.5194/gmd-16-4977-2023 · Cited by 21 · see citing works
Self-citationDeep learning based approaches to enhance energy efficiency in autonomous driving systems
Kwak, J., Lee, Y., Choi, M., & Lee, S. (2024) · Energy · doi:10.1016/j.energy.2024.132625 · Cited by 20 · see citing works
Strefler, J., Merfort, L., Bauer, N., Stevanović, M., Tänzler, D., Humpenöder, F., Klein, D., Luderer, G., Pehl, M., Pietzcker, R., et al. (2024) · Nature Communications · doi:10.1038/s41467-024-52424-0 · Cited by 19 · see citing works
Self-citationFrom net-zero to zero-fossil in transforming the EU energy system
Schreyer, F., Ueckerdt, F., Pietzcker, R., Odenweller, A., Merfort, A., Rodrigues, R., Strefler, J., Lécuyer, F., & Luderer, G. (2025) · Nature Communications · doi:10.1038/s41467-025-66682-z · Cited by 18 · see citing works
Self-citationOshiro, K., & Fujimori, S. (2024) · Energy and Climate Change · doi:10.1016/j.egycc.2024.100128 · Cited by 19 · see citing works
Li, Y., Liu, B., Zhao, P., Peng, L., & Luo, Z. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1027725 · Cited by 17 · see citing works
Poschmann, J., Bach, V., & Finkbeiner, M. (2022) · Energy Strategy Reviews · doi:10.1016/j.esr.2022.100936 · Cited by 16 · see citing works
The role of hydrogen in integrated assessment models: A review of recent developments
Zare, S. G., Amirmoeini, K., Bahn, O., Baker, R. C., Mousseau, N., Neshat, N., Trépanier, M., & Wang, Q. (2025) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2025.115544 · Cited by 15 · see citing works
Koasidis, K., Koutsellis, T., Xexakis, G., Νίκας, Α., & Doukas, H. (2023) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2023.137585 · Cited by 14 · see citing works
Henke, H., Dekker, M., Lombardi, F., Pietzcker, R., Fragkos, P. F., Zakeri, B., Rodrigues, R., Sitarz, J., Emmerling, J., Fattahi, A., et al. (2024) · Open Research Europe · doi:10.12688/openreseurope.15590.2 · Cited by 14 · see citing works
Self-citationPawłowski, A., & Rydzewski, P. (2024) · Energies · doi:10.3390/en17235867 · Cited by 14 · see citing works
Wulff, N., Aliabadi, D. E., Hasselwander, S., Pregger, T., Gils, H. C., Kronshage, S., Grimme, W. G., Horst, J., Hoyer-Klick, C., & Jochem, P. E. P. (2025) · Energy Strategy Reviews · doi:10.1016/j.esr.2024.101606 · Cited by 14 · see citing works
2040 greenhouse gas reduction targets and energy transitions in line with the EU Green Deal
Rodrigues, R., Pietzcker, R., Sitarz, J., Merfort, A., Hasse, R., Hoppe, J., Pehl, M., Ershad, A. M., Muessel, J., Schreyer, F., et al. (2026) · Nature Communications · doi:10.1038/s41467-026-71159-8 · Cited by 13 · see citing works
Self-citationGreen jobs and just transition: Employment implications of Europe's Net Zero pathway
Emmerling, J., Drouet, L., Jewell, J., Nacke, L., Pai, S., & Zerriffi, H. (2025) · Energy Research & Social Science · doi:10.1016/j.erss.2025.104292 · Cited by 11 · see citing works
Action plans on the reduction of mobility energy consumption based on personal mobility activation
Choi, M., Ku, D., Kim, S., Kwak, J., Jang, Y., Lee, D., & Lee, S. (2022) · Energy · doi:10.1016/j.energy.2022.126019 · Cited by 11 · see citing works
Xie, W., Aryanpur, V., Deane, P., & Daly, H. (2024) · Applied Energy · doi:10.1016/j.apenergy.2024.125064 · Cited by 10 · see citing works
Comparative observation of the flow behavior of low- and high-temperature ashes of biomass
Li, J., Wei, J., Reinmöller, M., Chen, L., Li, S., Xiao, R., & Xu, J. (2022) · Fuel · doi:10.1016/j.fuel.2022.125232 · Cited by 9 · see citing works
Jovanović, M., Bakić, V. V., Škobalj, P., Cvetinovic, D. B., Erić, A. M., Živković, N. V., & Duić, N. (2023) · Utilities Policy · doi:10.1016/j.jup.2023.101681 · Cited by 9 · see citing works
The mutual benefits of comparing energy system models and integrated assessment models
Henke, H., Dekker, M., Lombardi, F., Pietzcker, R., Fragkos, P. F., Zakeri, B., Rodrigues, R., Sitarz, J., Emmerling, J., Fattahi, A., et al. (2023) · Open Research Europe · doi:10.12688/openreseurope.15590.1 · Cited by 8 · see citing works
Self-citationFreeman, R., & Pye, S. (2022) · Environmental Research Letters · doi:10.1088/1748-9326/aca54f · Cited by 8 · see citing works
Stakeholder engagement for co-designing European climate and energy research priorities
Fejzić, E., & Usher, W. (2025) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2025.115574 · Cited by 9 · see citing works
Clift, B. (2024) · Climate Policy · doi:10.1080/14693062.2024.2441226 · Cited by 7 · see citing works
Dönmezçelik, O., Koçak, E., & Örkçü, H. H. (2022) · Energy · doi:10.2339/politeknik.1212520 · Cited by 30 · see citing works
Oni, B. A., Oni, O. Y., Sunday, O., Ojo, V. O., & Odofin, O. L. (2025) · Green Technologies and Sustainability · doi:10.1016/j.grets.2025.100319 · Cited by 14 · see citing works
The tradable flexibility certificate market policy for flexible investment incentive
Ma, X., Zhao, Y., Ren, C., He, J., Kang, X., & Xie, H. (2023) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2023.138299 · Cited by 6 · see citing works
Estimation of the Public Transport Operating Performance: Example of a Selected City Bus Route
Śmieszek, M., Kostian, N., Mateichyk, V., Mościszewski, J., & Tarandushka, L. (2022) · Communications - Scientific letters of the University of Zilina · doi:10.26552/com.c.2023.002 · Cited by 5 · see citing works
Artificial intelligence modeling for power system planning
Knežević, S., & Žarković, M. (2024) · Electrical Engineering · doi:10.1007/s00202-024-02652-w · Cited by 5 · see citing works
The value of CO2 point source capture for the energy-industry system transition
Galimova, T., Satymov, R., Bogdanov, D., Khalili, S., & Breyer, C. (2026) · Energy · doi:10.1016/j.energy.2026.141587 · Cited by 3 · see citing works
Decarbonization potential and limits of e-fuel policies in the EU
Campos-Rodríguez, J. M., Quevedo, L. B., Vega‐Maza, D., Álvarez-Antelo, D., Frechoso, F., & Capellán‐Pérez, I. (2026) · Energy Policy · doi:10.1016/j.enpol.2026.115529 · Cited by 3 · see citing works
Lu, D., Chen, J., Wu, F., Jiang, D., Liu, W., Ding, B., Luo, X., Kang, Y., & He, Y. (2023) · Energies · doi:10.3390/en16237877 · Cited by 3 · see citing works
Li, W., Zuo, Q., Guo, J., Jiang, L., & Zhang, Z. (2025) · Advanced Energy and Sustainability Research · doi:10.1002/aesr.202400298 · Cited by 2 · see citing works
Andreou, A., Fragkos, P. F., Filippidou, F., Zisarou, E., Avgerinopoulos, G., Pietzcker, R., Hasse, R., & Rosemann, R. (2025) · Environmental Research Communications · doi:10.1088/2515-7620/adb9d8 · Cited by 2 · see citing works
Self-citationA fuzzy linear program for optimal allocation of carbon credits in multi-product firms
Aviso, K. B., Foo, D. C. Y., Migo-Sumagang, M. V., & Tan, R. R. (2025) · Cleaner Engineering and Technology · doi:10.1016/j.clet.2025.101009 · Cited by 2 · see citing works
Open Models Are Not Enough. Advancing Energy System Modelling Towards Practical Usefulness
Lombardi, F., Süsser, D., Wiese, F., Lilliestam, J., & Pfenninger, S. (2025) · Springer eBooks · doi:10.1007/978-3-031-69031-0_9 · Cited by 1 · see citing works
Photovoltaic power response to El Niño–Southern Oscillation
Feron, S. C., Cordero, R. R., Damiani, A., Upham, P., Bintanja, R., Sun, X., Pizarro, J., Wang, C., Ouyang, Z., Sun, X., et al. (2026) · Communications Earth & Environment · doi:10.1038/s43247-026-03343-z · Cited by 3 · see citing works
Carbon-dependent net-zero emission energy systems without reliance on fossil fuels and bioenergyPreprint
Oshiro, K., Fujimori, S., Hasegawa, T., Asayama, S., Shiraki, H., & Takahashi, K. (2022) · Research Square · doi:10.21203/rs.3.rs-2050486/v1 · Cited by 1 · see citing works
Wulff, N., Aliabadi, D. E., Hasselwander, S., Pregger, T., Deniz, Ö., Gils, H. C., Kronshage, S., Ruiz, E. S. A., Grimme, W. G., Horst, J., et al. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4820179 · Cited by 1 · see citing works
Gong, C. C., Ueckerdt, F., Pietzcker, R., et al. (2022) · doi:10.5194/egusphere-2022-885-rc1
Gong, C. C., Ueckerdt, F., Pietzcker, R., et al. (2023) · doi:10.5194/egusphere-2022-885-rc2
Gong, C. C. (2023) · doi:10.5194/egusphere-2022-885-ac3
Gong, C. C. (2023) · doi:10.5194/egusphere-2022-885-ac1
Gong, C. C. (2023) · doi:10.5194/egusphere-2022-885-ac2
الدايري, ه. ب. م. ب. ح., Ambusaidi, A., & Shahat, M. A. A. (2023) · Practice, progress, and proficiency in sustainability · doi:10.4018/978-1-6684-9601-5.ch001
Wulff, N., Meurer, A., Gils, H. C., & Jochem, P. E. P. (2024) · International Conference on the European Energy Market (EEM) · doi:10.1109/eem60825.2024.10608929
van Noort, C. (2025) · Palgrave studies in maritime politics and security · doi:10.1007/978-3-031-85378-4_6
Hu, J. Z., Mao, X., Tian, L., Qin, H., & Wang, F. (2025) · E3S Web of Conferences · doi:10.1051/e3sconf/202562501009
Satymov, R., Dashti, M., Galimova, T., & Breyer, C. (2026) · Smart Energy · doi:10.1016/j.segy.2026.100231
Schicker, I., Möhrlen, C., Tilg, A., Strauss, L., & Mader, F. (2026) · Energy Strategy Reviews · doi:10.1016/j.esr.2026.102194
Impact of the Russian-Ukraine war on European energy landscape and carbon emission reduction
Zhao, W., Chou, J., Xu, Y., Li, Y., & Jin, H. (2026) · Sustainable Futures · doi:10.1016/j.sftr.2026.101996
Pourjamal, Y., Bogdanov, D., & Breyer, C. (2026) · Applied Energy · doi:10.1016/j.apenergy.2026.128475
Wang, S., Bian, Y., Li, G., & Bie, Z. (2026) · IET Generation Transmission & Distribution · doi:10.1049/gtd2.70400
Borzunov, A., ElSayed, M., Bogdanov, D., Keiner, D., Satymov, R., & Breyer, C. (2026) · Energy · doi:10.1016/j.energy.2026.142380
Lyu, C., & Dinavahi, V. (2026) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2026.157465
Fejzić, E., Usher, W., Jensen, I. G., Zeyringer, M., Vågerö, O., Roithner, M., Valenzuela-Venegas, G., Bramstoft, R., Münster, M., Louis, J.-N., et al. (2026) · Energy Strategy Reviews · doi:10.1016/j.esr.2026.102375
- Authors
- Rodrigues, R., Pietzcker, R., Fragkos, P., Price, J., McDowall, W., Siskos, P., Fotiou, T., Luderer, G., & Capros, P.
- Affiliations
- Potsdam Institute for Climate Impact Research (DE)
- University College London (GB)
- Technische Universität Berlin (DE)
- Corresponding author
- Rodrigues, Renato
- ORCID
- Venue
- Energy
- Publisher
- Elsevier BV
- Published
- 2022-01
- Volume
- 239
- Pages
- 121908
- ISSN
- 0360-5442 (ISSN-L)
- OpenAlex
- W3197085034
- Cited by
- 90
- References
- 40
- Citations by year
- 2026: 12 · 2025: 17 · 2024: 15 · 2023: 22 · 2022: 24
- FWCI
- 4.49
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Energy (publishedVersion, cc-by-nc-nd)
- RePEc: Research Papers in Economics (submittedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Publication Database PIK (Potsdam Institute for Climate Impact Research (PIK)) (submittedVersion, cc-by-nc-nd)
- Funders
- European Commission (730403)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Integrated Energy Systems Optimization
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Climate Change Policy and Economics
- Physical Sciences › Environmental Science › Global and Planetary Change › Sustainability and Climate Change Governance
- Keywords
- carbon neutrality, deep decarbonization, EU climate policy, energy scenarios, carbon dioxide removal, hydrogen, synthetic fuels, electrification, renewable energy deployment, energy efficiency, carbon pricing, hard-to-abate sectors, stakeholder narratives, REMIND, prime numbers
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review