TY - JOUR A1 - Piontek, Franziska A1 - Kalkuhl, Matthias A1 - Kriegler, Elmar A1 - Schultes, Anselm A1 - Leimbach, Marian A1 - Edenhofer, Ottmar A1 - Bauer, Nico T1 - Economic Growth Effects of Alternative Climate Change Impact Channels in Economic Modeling JF - Environmental & resource economics : the official journal of the European Association of Environmental and Resource Economists N2 - Despite increasing empirical evidence of strong links between climate and economic growth, there is no established model to describe the dynamics of how different types of climate shocks affect growth patterns. Here we present the first comprehensive, comparative analysis of the long-term dynamics of one-time, temporary climate shocks on production factors, and factor productivity, respectively, in a Ramsey-type growth model. Damages acting directly on production factors allow us to study dynamic effects on factor allocation, savings and economic growth. We find that the persistence of impacts on economic activity is smallest for climate shocks directly impacting output, and successively increases for direct damages on capital, loss of labor and productivity shocks, related to different responses in savings rates and factor-specific growth. Recurring shocks lead to large welfare effects and long-term growth effects, directly linked to the persistence of individual shocks. Endogenous savings and shock anticipation both have adaptive effects but do not eliminate differences between impact channels or significantly lower the dissipation time. Accounting for endogenous growth mechanisms increases the effects. We also find strong effects on income shares, important for distributional implications. This work fosters conceptual understanding of impact dynamics in growth models, opening options for links to empirics. KW - Climate change KW - Damages KW - Economic growth KW - Impact channels KW - Production factors KW - Persistence Y1 - 2018 U6 - https://doi.org/10.1007/s10640-018-00306-7 SN - 0924-6460 SN - 1573-1502 VL - 73 IS - 4 SP - 1357 EP - 1385 PB - Springer CY - Dordrecht ER - TY - JOUR A1 - Kikstra, Jarmo S. A1 - Nicholls, Zebedee R. J. A1 - Smith, Christopher J. A1 - Lewis, Jared A1 - Lamboll, Robin D. A1 - Byers, Edward A1 - Sandstad, Marit A1 - Meinshausen, Malte A1 - Gidden, Matthew J. A1 - Rogelj, Joeri A1 - Kriegler, Elmar A1 - Peters, Glen P. A1 - Fuglestvedt, Jan S. A1 - Skeie, Ragnhild B. A1 - Samset, Bjørn H. A1 - Wienpahl, Laura A1 - van Vuuren, Detlef P. A1 - van der Wijst, Kaj-Ivar A1 - Al Khourdajie, Alaa A1 - Forster, Piers M. A1 - Reisinger, Andy A1 - Schaeffer, Roberto A1 - Riahi, Keywan T1 - The IPCC Sixth Assessment Report WGIII climate assessment of mitigation pathways BT - from emissions to global temperatures JF - Geoscientific model development N2 - While the Intergovernmental Panel on Climate Change (IPCC) physical science reports usually assess a handful of future scenarios, the Working Group III contribution on climate mitigation to the IPCC's Sixth Assessment Report (AR6 WGIII) assesses hundreds to thousands of future emissions scenarios. A key task in WGIII is to assess the global mean temperature outcomes of these scenarios in a consistent manner, given the challenge that the emissions scenarios from different integrated assessment models (IAMs) come with different sectoral and gas-to-gas coverage and cannot all be assessed consistently by complex Earth system models. In this work, we describe the “climate-assessment” workflow and its methods, including infilling of missing emissions and emissions harmonisation as applied to 1202 mitigation scenarios in AR6 WGIII. We evaluate the global mean temperature projections and effective radiative forcing (ERF) characteristics of climate emulators FaIRv1.6.2 and MAGICCv7.5.3 and use the CICERO simple climate model (CICERO-SCM) for sensitivity analysis. We discuss the implied overshoot severity of the mitigation pathways using overshoot degree years and look at emissions and temperature characteristics of scenarios compatible with one possible interpretation of the Paris Agreement. We find that the lowest class of emissions scenarios that limit global warming to “1.5 ∘C (with a probability of greater than 50 %) with no or limited overshoot” includes 97 scenarios for MAGICCv7.5.3 and 203 for FaIRv1.6.2. For the MAGICCv7.5.3 results, “limited overshoot” typically implies exceedance of median temperature projections of up to about 0.1 ∘C for up to a few decades before returning to below 1.5 ∘C by or before the year 2100. For more than half of the scenarios in this category that comply with three criteria for being “Paris-compatible”, including net-zero or net-negative greenhouse gas (GHG) emissions, median temperatures decline by about 0.3–0.4 ∘C after peaking at 1.5–1.6 ∘C in 2035–2055. We compare the methods applied in AR6 with the methods used for SR1.5 and discuss their implications. This article also introduces a “climate-assessment” Python package which allows for fully reproducing the IPCC AR6 WGIII temperature assessment. This work provides a community tool for assessing the temperature outcomes of emissions pathways and provides a basis for further work such as extending the workflow to include downscaling of climate characteristics to a regional level and calculating impacts. Y1 - 2022 U6 - https://doi.org/10.5194/gmd-15-9075-2022 SN - 1991-959X SN - 1991-9603 VL - 15 IS - 24 SP - 9075 EP - 9109 PB - Copernicus CY - Katlenburg-Lindau ER - TY - JOUR A1 - Bertram, Christoph A1 - Riahi, Keywan A1 - Hilaire, Jérôme A1 - Bosetti, Valentina A1 - Drouet, Laurent A1 - Fricko, Oliver A1 - Malik, Aman A1 - Nogueira, Larissa Pupo A1 - van der Zwaan, Bob A1 - van Ruijven, Bas A1 - van Vuuren, Detlef P. A1 - Weitzel, Matthias A1 - Longa, Francesco Dalla A1 - de Boer, Harmen-Sytze A1 - Emmerling, Johannes A1 - Fosse, Florian A1 - Fragkiadakis, Kostas A1 - Harmsen, Mathijs A1 - Keramidas, Kimon A1 - Kishimoto, Paul Natsuo A1 - Kriegler, Elmar A1 - Krey, Volker A1 - Paroussos, Leonidas A1 - Saygin, Deger A1 - Vrontisi, Zoi A1 - Luderer, Gunnar T1 - Energy system developments and investments in the decisive decade for the Paris Agreement goals JF - Environmental research letters N2 - The Paris Agreement does not only stipulate to limit the global average temperature increase to well below 2 °C, it also calls for 'making finance flows consistent with a pathway towards low greenhouse gas emissions'. Consequently, there is an urgent need to understand the implications of climate targets for energy systems and quantify the associated investment requirements in the coming decade. A meaningful analysis must however consider the near-term mitigation requirements to avoid the overshoot of a temperature goal. It must also include the recently observed fast technological progress in key mitigation options. Here, we use a new and unique scenario ensemble that limit peak warming by construction and that stems from seven up-to-date integrated assessment models. This allows us to study the near-term implications of different limits to peak temperature increase under a consistent and up-to-date set of assumptions. We find that ambitious immediate action allows for limiting median warming outcomes to well below 2 °C in all models. By contrast, current nationally determined contributions for 2030 would add around 0.2 °C of peak warming, leading to an unavoidable transgression of 1.5 °C in all models, and 2 °C in some. In contrast to the incremental changes as foreseen by current plans, ambitious peak warming targets require decisive emission cuts until 2030, with the most substantial contribution to decarbonization coming from the power sector. Therefore, investments into low-carbon power generation need to increase beyond current levels to meet the Paris goals, especially for solar and wind technologies and related system enhancements for electricity transmission, distribution and storage. Estimates on absolute investment levels, up-scaling of other low-carbon power generation technologies and investment shares in less ambitious scenarios vary considerably across models. In scenarios limiting peak warming to below 2 °C, while coal is phased out quickly, oil and gas are still being used significantly until 2030, albeit at lower than current levels. This requires continued investments into existing oil and gas infrastructure, but investments into new fields in such scenarios might not be needed. The results show that credible and effective policy action is essential for ensuring efficient allocation of investments aligned with medium-term climate targets. KW - Paris Agreement KW - energy investments KW - mitigation policies KW - climate policy KW - integrated assessment modelling Y1 - 2021 U6 - https://doi.org/10.1088/1748-9326/ac09ae SN - 1748-9326 VL - 16 IS - 7 PB - IOP Publishing CY - Bristol ER - TY - JOUR A1 - Harmsen, Mathijs A1 - Kriegler, Elmar A1 - van Vuuren, Detlef P. A1 - van der Wijst, Kaj-Ivar A1 - Luderer, Gunnar A1 - Cui, Ryna A1 - Dessens, Olivier A1 - Drouet, Laurent A1 - Emmerling, Johannes A1 - Morris, Jennifer Faye A1 - Fosse, Florian A1 - Fragkiadakis, Dimitris A1 - Fragkiadakis, Kostas A1 - Fragkos, Panagiotis A1 - Fricko, Oliver A1 - Fujimori, Shinichiro A1 - Gernaat, David A1 - Guivarch, Céline A1 - Iyer, Gokul A1 - Karkatsoulis, Panagiotis A1 - Keppo, Ilkka A1 - Keramidas, Kimon A1 - Köberle, Alexandre A1 - Kolp, Peter A1 - Krey, Volker A1 - Krüger, Christoph A1 - Leblanc, Florian A1 - Mittal, Shivika A1 - Paltsev, Sergey A1 - Rochedo, Pedro A1 - van Ruijven, Bas J. A1 - Sands, Ronald D. A1 - Sano, Fuminori A1 - Strefler, Jessica A1 - Arroyo, Eveline Vasquez A1 - Wada, Kenichi A1 - Zakeri, Behnam T1 - Integrated assessment model diagnostics BT - key indicators and model evolution JF - Environmental research letters N2 - Integrated assessment models (IAMs) form a prime tool in informing about climate mitigation strategies. Diagnostic indicators that allow comparison across these models can help describe and explain differences in model projections. This increases transparency and comparability. Earlier, the IAM community has developed an approach to diagnose models (Kriegler (2015 Technol. Forecast. Soc. Change 90 45–61)). Here we build on this, by proposing a selected set of well-defined indicators as a community standard, to systematically and routinely assess IAM behaviour, similar to metrics used for other modeling communities such as climate models. These indicators are the relative abatement index, emission reduction type index, inertia timescale, fossil fuel reduction, transformation index and cost per abatement value. We apply the approach to 17 IAMs, assessing both older as well as their latest versions, as applied in the IPCC 6th Assessment Report. The study shows that the approach can be easily applied and used to indentify key differences between models and model versions. Moreover, we demonstrate that this comparison helps to link model behavior to model characteristics and assumptions. We show that together, the set of six indicators can provide useful indication of the main traits of the model and can roughly indicate the general model behavior. The results also show that there is often a considerable spread across the models. Interestingly, the diagnostic values often change for different model versions, but there does not seem to be a distinct trend. KW - diagnostics KW - integrated assessment models KW - climate policy KW - Assessment Report IPCC KW - renewable energy KW - migration KW - AR6 Y1 - 2021 U6 - https://doi.org/10.1088/1748-9326/abf964 SN - 1748-9326 VL - 16 IS - 5 PB - IOP Publishing CY - Bristol ER - TY - JOUR A1 - Riahi, Keywan A1 - Bertram, Christoph A1 - Huppmann, Daniel A1 - Rogelj, Joeri A1 - Bosetti, Valentina A1 - Cabardos, Anique-Marie A1 - Deppermann, Andre A1 - Drouet, Laurent A1 - Frank, Stefan A1 - Fricko, Oliver A1 - Fujimori, Shinichiro A1 - Harmsen, Mathijs A1 - Hasegawa, Tomoko A1 - Krey, Volker A1 - Luderer, Gunnar A1 - Paroussos, Leonidas A1 - Schaeffer, Roberto A1 - Weitzel, Matthias A1 - van der Zwaan, Bob A1 - Vrontisi, Zoi A1 - Longa, Francesco Dalla A1 - Després, Jacques A1 - Fosse, Florian A1 - Fragkiadakis, Kostas A1 - Gusti, Mykola A1 - Humpenöder, Florian A1 - Keramidas, Kimon A1 - Kishimoto, Paul A1 - Kriegler, Elmar A1 - Meinshausen, Malte A1 - Nogueira, Larissa Pupo A1 - Oshiro, Ken A1 - Popp, Alexander A1 - Rochedo, Pedro R. R. A1 - Ünlü, Gamze A1 - van Ruijven, Bas A1 - Takakura, Junya A1 - Tavoni, Massimo A1 - van Vuuren, Detlef P. A1 - Zakeri, Behnam T1 - Cost and attainability of meeting stringent climate targets without overshoot JF - Nature climate change N2 - Global emissions scenarios play a critical role in the assessment of strategies to mitigate climate change. The current scenarios, however, are criticized because they feature strategies with pronounced overshoot of the global temperature goal, requiring a long-term repair phase to draw temperatures down again through net-negative emissions. Some impacts might not be reversible. Hence, we explore a new set of net-zero CO2 emissions scenarios with limited overshoot. We show that upfront investments are needed in the near term for limiting temperature overshoot but that these would bring long-term economic gains. Our study further identifies alternative configurations of net-zero CO2 emissions systems and the roles of different sectors and regions for balancing sources and sinks. Even without net-negative emissions, CO2 removal is important for accelerating near-term reductions and for providing an anthropogenic sink that can offset the residual emissions in sectors that are hard to abate. Y1 - 2021 U6 - https://doi.org/10.1038/s41558-021-01215-2 SN - 1758-678X SN - 1758-6798 VL - 11 IS - 12 SP - 1063 EP - 1069 PB - Nature Publishing Group CY - London ER - TY - JOUR A1 - Soergel, Bjoern A1 - Kriegler, Elmar A1 - Weindl, Isabelle A1 - Rauner, Sebastian A1 - Dirnaichner, Alois A1 - Ruhe, Constantin A1 - Hofmann, Matthias A1 - Bauer, Nico A1 - Bertram, Christoph A1 - Bodirsky, Benjamin Leon A1 - Leimbach, Marian A1 - Leininger, Julia A1 - Levesque, Antoine A1 - Luderer, Gunnar A1 - Pehl, Michaja A1 - Wingens, Christopher A1 - Baumstark, Lavinia A1 - Beier, Felicitas A1 - Dietrich, Jan Philipp A1 - Humpenöder, Florian A1 - von Jeetze, Patrick A1 - Klein, David A1 - Koch, Johannes A1 - Pietzcker, Robert C. A1 - Strefler, Jessica A1 - Lotze-Campen, Hermann A1 - Popp, Alexander T1 - A sustainable development pathway for climate action within the UN 2030 Agenda JF - Nature climate change N2 - Ambitious climate policies, as well as economic development, education, technological progress and less resource-intensive lifestyles, are crucial elements for progress towards the UN Sustainable Development Goals (SDGs). However, using an integrated modelling framework covering 56 indicators or proxies across all 17 SDGs, we show that they are insufficient to reach the targets. An additional sustainable development package, including international climate finance, progressive redistribution of carbon pricing revenues, sufficient and healthy nutrition and improved access to modern energy, enables a more comprehensive sustainable development pathway. We quantify climate and SDG outcomes, showing that these interventions substantially boost progress towards many aspects of the UN Agenda 2030 and simultaneously facilitate reaching ambitious climate targets. Nonetheless, several important gaps remain; for example, with respect to the eradication of extreme poverty (180 million people remaining in 2030). These gaps can be closed by 2050 for many SDGs while also respecting the 1.5 °C target and several other planetary boundaries. KW - climate-change mitigation KW - climate-change policy KW - socioeconomic scenarios KW - sustainability Y1 - 2021 U6 - https://doi.org/10.1038/s41558-021-01098-3 SN - 1758-678X SN - 1758-6798 VL - 11 IS - 8 SP - 656 EP - 664 PB - Nature Publishing Group CY - London ER - TY - JOUR A1 - Wilson, Charlie A1 - Guivarch, Céline A1 - Kriegler, Elmar A1 - van Ruijven, Bas A1 - van Vuuren, Detlef P. A1 - Krey, Volker A1 - Schwanitz, Valeria Jana A1 - Thompson, Erica L. T1 - Evaluating process-based integrated assessment models of climate change mitigation JF - Climatic change N2 - Process-based integrated assessment models (IAMs) project long-term transformation pathways in energy and land-use systems under what-if assumptions. IAM evaluation is necessary to improve the models’ usefulness as scientific tools applicable in the complex and contested domain of climate change mitigation. We contribute the first comprehensive synthesis of process-based IAM evaluation research, drawing on a wide range of examples across six different evaluation methods including historical simulations, stylised facts, and model diagnostics. For each evaluation method, we identify progress and milestones to date, and draw out lessons learnt as well as challenges remaining. We find that each evaluation method has distinctive strengths, as well as constraints on its application. We use these insights to propose a systematic evaluation framework combining multiple methods to establish the appropriateness, interpretability, credibility, and relevance of process-based IAMs as useful scientific tools for informing climate policy. We also set out a programme of evaluation research to be mainstreamed both within and outside the IAM community. KW - process-based integrated assessment model KW - IAM KW - evaluation KW - climate mitigation Y1 - 2021 U6 - https://doi.org/10.1007/s10584-021-03099-9 SN - 0165-0009 SN - 1573-1480 VL - 166 IS - 1-2 PB - Springer Science + Business Media B.V. CY - Dordrecht ER - TY - JOUR A1 - Soergel, Bjoern A1 - Kriegler, Elmar A1 - Bodirsky, Benjamin Leon A1 - Bauer, Nico A1 - Leimbach, Marian A1 - Popp, Alexander T1 - Combining ambitious climate policies with efforts to eradicate poverty JF - Nature Communications N2 - Climate change threatens to undermine efforts to eradicate extreme poverty. However, climate policies could impose a financial burden on the global poor through increased energy and food prices. Here, we project poverty rates until 2050 and assess how they are influenced by mitigation policies consistent with the 1.5 degrees C target. A continuation of historical trends will leave 350 million people globally in extreme poverty by 2030. Without progressive redistribution, climate policies would push an additional 50 million people into poverty. However, redistributing the national carbon pricing revenues domestically as an equal-per-capita climate dividend compensates this policy side effect, even leading to a small net reduction of the global poverty headcount (-6 million). An additional international climate finance scheme enables a substantial poverty reduction globally and also in Sub-Saharan Africa. Combining national redistribution with international climate finance thus provides an important entry point to climate policy in developing countries. Ambitious climate policies can negatively impact the global poor by affecting income, food and energy prices. Here, the authors quantify this effect, and show that it can be compensated by national redistribution of the carbon pricing revenues in combination with international climate finance. Y1 - 2021 U6 - https://doi.org/10.1038/s41467-021-22315-9 SN - 2041-1723 VL - 12 PB - Nature Publishing Group CY - London ER - TY - JOUR A1 - Merfort, Leon A1 - Bauer, Nico A1 - Humpenöder, Florian A1 - Klein, David A1 - Strefler, Jessica A1 - Popp, Alexander A1 - Luderer, Gunnar A1 - Kriegler, Elmar T1 - Bioenergy-induced land-use-change emissions with sectorally fragmented policies JF - Nature climate change N2 - Controlling bioenergy-induced land-use-change emissions is key to exploiting bioenergy for climate change mitigation. However, the effect of different land-use and energy sector policies on specific bioenergy emissions has not been studied so far. Using the global integrated assessment model REMIND-MAgPIE, we derive a biofuel emission factor (EF) for different policy frameworks. We find that a uniform price on emissions from both sectors keeps biofuel emissions at 12 kg CO2 GJ−1. However, without land-use regulation, the EF increases substantially (64 kg CO2 GJ−1 over 80 years, 92 kg CO2 GJ−1 over 30 years). We also find that comprehensive coverage (>90%) of carbon-rich land areas worldwide is key to containing land-use emissions. Pricing emissions indirectly on the level of bioenergy consumption reduces total emissions by cutting bioenergy demand but fails to reduce the average EF. In the absence of comprehensive and timely land-use regulation, bioenergy thus may contribute less to climate change mitigation than assumed previously. KW - agriculture KW - climate-change mitigation KW - energy policy KW - energy supply and demand KW - environmental economics Y1 - 2023 U6 - https://doi.org/10.1038/s41558-023-01697-2 SN - 1758-678X SN - 1758-6798 VL - 13 IS - 7 SP - 685 EP - 692 PB - Nature Publ. Group CY - London ER - TY - JOUR A1 - Merfort, Leon A1 - Bauer, Nico A1 - Humpenöder, Florian A1 - Klein, David A1 - Strefler, Jessica A1 - Popp, Alexander A1 - Luderer, Gunnar A1 - Kriegler, Elmar T1 - State of global land regulation inadequate to control biofuel land-use-change emissions JF - Nature climate change N2 - Under current land-use regulation, carbon dioxide emissions from biofuel production exceed those from fossil diesel combustion. Therefore, international agreements need to ensure the effective and globally comprehensive protection of natural land before modern bioenergy can effectively contribute to achieving carbon neutrality. KW - agriculture KW - climate-change mitigation KW - energy policy KW - energy supply and demand KW - environmental economics Y1 - 2023 U6 - https://doi.org/10.1038/s41558-023-01711-7 SN - 1758-678X SN - 1758-6798 VL - 13 IS - 7 SP - 610 EP - 612 PB - Nature Publ. Group CY - London ER -