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Looking under the hood: A comparison of techno-economic assumptions across national and global integrated assessment models

2018, Krey, Volker, Guo, Fei, Kolp, Peter, Zhou, Wenji, Schaeffer, Roberto, Awasthy, Aayushi, Bertram, Christoph, de Boer, Harmen-Sytze, Fragkos, Panagiotis, Fujimori, Shinichiro, He, Chenmin, Iyer, Gokul, Keramidas, Kimon, Köberle, Alexandre C., Oshiro, Ken, Reis, Lara Aleluia, Shoai-Tehrani, Bianka, Vishwanathan, Saritha, Capros, Pantelis, Drouet, Laurent, Edmonds, James E., Garg, Amit, Gernaat, David E.H.J., Jiang, Kejun, Kannavou, Maria, Kitous, Alban, Kriegler, Elmar, Luderer, Gunnar, Mathur, Ritu, Muratori, Matteo, Sano, Fuminori, van Vuuren, Detlef P.

Integrated assessment models are extensively used in the analysis of climate change mitigation and are informing national decision makers as well as contribute to international scientific assessments. This paper conducts a comprehensive review of techno-economic assumptions in the electricity sector among fifteen different global and national integrated assessment models. Particular focus is given to six major economies in the world: Brazil, China, the EU, India, Japan and the US. The comparison reveals that techno-economic characteristics are quite different across integrated assessment models, both for the base year and future years. It is, however, important to recognize that techno-economic assessments from the literature exhibit an equally large range of parameters as the integrated assessment models reviewed. Beyond numerical differences, the representation of technologies also differs among models, which needs to be taken into account when comparing numerical parameters. While desirable, it seems difficult to fully harmonize techno-economic parameters across a broader range of models due to structural differences in the representation of technology. Therefore, making techno-economic parameters available in the future, together with of the technology representation as well as the exact definitions of the parameters should become the standard approach as it allows an open discussion of appropriate assumptions. © 2019 The Authors

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Diagnostic indicators for integrated assessment models of climate policy

2014, Kriegler, Elmar, Petermann, Nils, Krey, Volker, Schwanitz, Valeria Jana, Luderer, Gunnar, Ashina, Shuichi, Bosetti, Valentina, Eom, Jiyong, Kitous, Alban, Méjean, Aurélie, Paroussos, Leonidas, Sano, Fuminori, Turton, Hal, Wilson, Charlie, Van Vuuren, Detlef P.

Integrated assessments of how climate policy interacts with energy-economy systems can be performed by a variety of models with different functional structures. In order to provide insights into why results differ between models, this article proposes a diagnostic scheme that can be applied to a wide range of models. Diagnostics can uncover patterns of model behavior and indicate how results differ between model types. Such insights are informative since model behavior can have a significant impact on projections of climate change mitigation costs and other policy-relevant information. The authors propose diagnostic indicators to characterize model responses to carbon price signals and test these in a diagnostic study of 11 global models. Indicators describe the magnitude of emission abatement and the associated costs relative to a harmonized baseline, the relative changes in carbon intensity and energy intensity, and the extent of transformation in the energy system. This study shows a correlation among indicators suggesting that models can be classified into groups based on common patterns of behavior in response to carbon pricing. Such a classification can help to explain variations among policy-relevant model results.

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Making or breaking climate targets: The AMPERE study on staged accession scenarios for climate policy

2014, Kriegler, Elmar, Riahi, Keywan, Bauer, Nico, Schwanitz, Valeria Jana, Petermann, Nils, Bosetti, Valentina, Marcucci, Adriana, Otto, Sander, Paroussos, Leonidas, Rao, Shilpa, Currás, Tabaré Arroyo, Ashina, Shuichi, Bollen, Johannes, Eom, Jiyong, Hamdi-Cherif, Meriem, Longden, Thomas, Kitous, Alban, Méjean, Aurélie, Sano, Fuminori, Schaeffer, Michiel, Wada, Kenichi, Capros, Pantelis, van Vuuren, Detlef P., Edenhofer, Ottmar

This study explores a situation of staged accession to a global climate policy regime from the current situation of regionally fragmented and moderate climate action. The analysis is based on scenarios in which a front runner coalition – the EU or the EU and China – embarks on immediate ambitious climate action while the rest of the world makes a transition to a global climate regime between 2030 and 2050. We assume that the ensuing regime involves strong mitigation efforts but does not require late joiners to compensate for their initially higher emissions. Thus, climate targets are relaxed, and although staged accession can achieve significant reductions of global warming, the resulting climate outcome is unlikely to be consistent with the goal of limiting global warming to 2 degrees. The addition of China to the front runner coalition can reduce pre-2050 excess emissions by 20–30%, increasing the likelihood of staying below 2 degrees. Not accounting for potential co-benefits, the cost of front runner action is found to be lower for the EU than for China. Regions that delay their accession to the climate regime face a trade-off between reduced short term costs and higher transitional requirements due to larger carbon lock-ins and more rapidly increasing carbon prices during the accession period.