logo
Loading...
Identifying energy model fingerprints in mitigation scenarios
Environmental Studies and ForestryNature Energy

Identifying energy model fingerprints in mitigation scenarios

M. M. Dekker, V. Daioglou, et al.

This research introduces an innovative framework for analyzing energy models, allowing for a better understanding of emissions mitigation pathways. Conducted by a diverse team of authors, the study offers valuable insights by generating unique energy model fingerprints that reveal systematic behaviors across various scenarios focused on Europe.... show more
Abstract
Energy models are used to study emissions mitigation pathways, such as those compatible with the Paris Agreement goals. These models vary in structure, objectives, parameterization and level of detail, yielding differences in the computed energy and climate policy scenarios. To study model differences, diagnostic indicators are common practice in many academic fields, for example, in the physical climate sciences. However, they have not yet been applied systematically in mitigation literature, beyond addressing individual model dimensions. Here we address this gap by quantifying energy model typology along five dimensions: responsiveness, mitigation strategies, energy supply, energy demand and mitigation costs and effort, each expressed through several diagnostic indicators. The framework is applied to a diagnostic experiment with eight energy models in which we explore ten scenarios focusing on Europe. Comparing indicators to the ensemble yields comprehensive ‘energy model fingerprints’, which describe systematic model behaviour and contextualize model differences for future multi-model comparison studies.
Publisher
Nature Energy
Published On
Nov 06, 2023
Authors
Mark M. Dekker, Vassilis Daioglou, Robert Pietzcker, Renato Rodrigues, Harmen-Sytze de Boer, Francesco Dalla Longa, Laurent Drouet, Johannes Emmerling, Amir Fattahi, Theofano Fotiou, Panagiotis Fragkos, Oliver Fricko, Ema Gusheva, Mathijs Harmsen, Daniel Huppmann, Maria Kannavou, Volker Krey, Francesco Lombardi, Gunnar Luderer, Stefan Pfenninger, Ioannis Tsiropoulos, Behnam Zakeri, Bob van der Zwaan, Will Usher, Detlef van Vuuren
Tags
energy modelsemissions mitigationframeworkdiagnostic experimentmodel behaviormulti-model comparisonEurope
Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 22+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny