A methodology and implementation of automated emissions harmonization for use in Integrated Assessment Models

被引:27
作者
Gidden, Matthew J. [1 ]
Fujimori, Shinichiro [2 ]
van den Berg, Maarten [3 ]
Klein, David [4 ]
Smith, Steven J. [5 ]
van Vuuren, Detlef P. [3 ]
Riahi, Keywan [1 ]
机构
[1] Int Inst Appl Syst Anal, Schlosspl 1, A-2361 Laxenburg, Austria
[2] Natl Inst Environm Studies, Ctr Social & Environm Syst Res, 16-2 Onogawa, Tsukuba, Ibaraki 3058506, Japan
[3] PBL Netherlands Environm Assessment Agcy, Postbus 30314, NL-2500 GH The Hague, Netherlands
[4] Leibniz Assoc, Potsdam Inst Climate Impact Res PIK, POB 60 12 03, D-14412 Potsdam, Germany
[5] Joint Global Change Res Inst, 5825 Univ Res Court,Suite 3500, College Pk, MD 20740 USA
关键词
Integrated assessment models; Harmonization; Greenhouse gases (GHGs); Air pollution; AEROSOLS;
D O I
10.1016/j.envsoft.2018.04.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Emissions harmonization refers to the process used to match greenhouse gas (GHG) and air pollutant results from Integrated Assessment Models (IAMs) against a common source of historical emissions. To date, harmonization has been performed separately by individual modeling teams. For the hand-over of emission data for the Shared Socioeconomic Pathways (SSPs) to climate model groups, a new automated approach based on commonly agreed upon algorithms was developed. This work describes the novel methodology for determining such harmonization methods and an open-source Python software library implementing the methodology. A case study is presented for two example scenarios (with and without climate policy cases) using the IAM MESSAGE-GLOBIOM that satisfactorily harmonize over 96% of the total emissions trajectories while having a negligible effect on key long-term climate indicators. This new capability enhances the comparability across different models, increases transparency and robustness of results, and allows other teams to easily participate in intercomparison exercises by using the same, openly available harmonization mechanism. (c) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:187 / 200
页数:14
相关论文
共 24 条
[1]  
[Anonymous], 2013, CONTRIBUTION WORKING, DOI 10.1017/CBO9781107415324
[2]   The SSP4: A world of deepening inequality [J].
Calvin, Katherine ;
Bond-Lamberty, Ben ;
Clarke, Leon ;
Edmonds, James ;
Eom, Jiyong ;
Hartin, Corinne ;
Kim, Sonny ;
Kyle, Page ;
Link, Robert ;
Moss, Richard ;
McJeon, Haewon ;
Patel, Pralit ;
Smith, Steve ;
Waldhoff, Stephanie ;
Wise, Marshall .
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2017, 42 :284-296
[3]   AerChemMIP: quantifying the effects of chemistry and aerosols in CMIP6 [J].
Collins, William J. ;
Lamarque, Jean-Franois ;
Schulz, Michael ;
Boucher, Olivier ;
Eyring, Veronika ;
Hegglin, Michaela I. ;
Maycock, Amanda ;
Myhre, Gunnar ;
Prather, Michael ;
Shindell, Drew ;
Smith, Steven J. .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2017, 10 (02) :585-607
[4]   Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization [J].
Eyring, Veronika ;
Bony, Sandrine ;
Meehl, Gerald A. ;
Senior, Catherine A. ;
Stevens, Bjorn ;
Stouffer, Ronald J. ;
Taylor, Karl E. .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2016, 9 (05) :1937-1958
[5]   The marker quantification of the Shared Socioeconomic Pathway 2: A middle-of-the-road scenario for the 21st century [J].
Fricko, Oliver ;
Havlik, Petr ;
Rogelj, Joeri ;
Klimont, Zbigniew ;
Gusti, Mykola ;
Johnson, Nils ;
Kolp, Peter ;
Strubegger, Manfred ;
Valin, Hugo ;
Amann, Markus ;
Ermolieva, Tatiana ;
Forsell, Nicklas ;
Herrero, Mario ;
Heyes, Chris ;
Kindermann, Georg ;
Krey, Volker ;
McCollum, David L. ;
Obersteiner, Michael ;
Pachauri, Shonali ;
Rao, Shilpa ;
Schmid, Erwin ;
Schoepp, Wolfgang ;
Riahi, Keywan .
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2017, 42 :251-267
[6]   SSP3: AIM implementation of Shared Socioeconomic Pathways [J].
Fujimori, Shinichiro ;
Hasegawa, Tomoko ;
Masui, Toshihiko ;
Takahashi, Kiyoshi ;
Herran, Diego Silva ;
Dai, Hancheng ;
Hijioka, Yasuaki ;
Kainuma, Mikiko .
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2017, 42 :268-283
[7]  
Gidden M., 2017, ANERIS HARMONIZATION, DOI [10.5281/zenodo.802832, DOI 10.5281/ZENODO.802832]
[8]   Historical (1750-2014) anthropogenic emissions of reactive gases and aerosols from the Community Emissions Data System (CEDS) [J].
Hoesly, Rachel M. ;
Smith, Steven J. ;
Feng, Leyang ;
Klimont, Zbigniew ;
Janssens-Maenhout, Greet ;
Pitkanen, Tyler ;
Seibert, Jonathan J. ;
Linh Vu ;
Andres, Robert J. ;
Bolt, Ryan M. ;
Bond, Tami C. ;
Dawidowski, Laura ;
Kholod, Nazar ;
Kurokawa, June-ichi ;
Li, Meng ;
Liu, Liang ;
Lu, Zifeng ;
Moura, Maria Cecilia P. ;
O'Rourke, Patrick R. ;
Zhang, Qiang .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2018, 11 (01) :369-408
[9]  
Krey V., 2016, TECH REP
[10]   Global energy-climate scenarios and models: a review [J].
Krey, Volker .
WILEY INTERDISCIPLINARY REVIEWS-ENERGY AND ENVIRONMENT, 2014, 3 (04) :363-383