Scenario Services & Scientific Software

The Energy, Climate, and Environment Program is developing a suite of tools and scientific software packages to facilitate the analysis of climate-change mitigation scenarios in the context of sustainable development.

Screenshot from the IAMC 1.5°C Scenario Explorer hosted by IIASA (https://data.ece.iiasa.ac.at/iamc-1.5c-explorer)

Screenshot from the IAMC 1.5°C Scenario Explorer hosted by IIASA (https://data.ece.iiasa.ac.at/iamc-1.5c-explorer)

The open-source MESSAGEix framework and the ixmp package for scenario data management

MESSAGEix is a versatile and flexible framework that can be used to develop and run a broad range of energy system models, taking into account emissions, environmental dimenions and a variety of sustainable-development indicators. Applications of the MESSAGEix framework can range from very stylized national exercises to the global MESSAGEix-GLOBIOM integrated-assessment model, which is described in detail here.

The MESSAGEix framework is fully integrated with IIASA’s ix modeling platform (ixmp), a data warehouse for high-powered numerical scenario analysis. The platform supports an efficient workflow between original input data sources, the implementation of the mathematical model formulation, and the analysis of numerical results. The platform can be accessed via a web-based user interface and application programming interfaces (API) to the scientific programming languages Python and R. The platform also includes a generic data exchange API to GAMS for numerical computation.

More information: https://docs.messageix.org

The Scenario Explorer and ixmp server infrastructure

The Scenario Explorer is a web-based user interface to access and manage scenario data. It provides intuitive visualizations and display of timeseries data and download of the data in multiple formats.

 The Scenario Explorer also has an interface for uploading and managing scenario data as a central data repository in multi-institution model comparison exercises. The infrastructure includes data version control and allows to execute scenario post-processing on any uploaded data (e.g., validation, consistency, meta-analysis).

 More information: https://software.ene.iiasa.ac.at/ixmp-server

An open-source Python community package


This package provides a suite of tools and functions for analyzing and visualizing input data (i.e., assumptions, parametrization) and results (model output) of integrated-assessment scenarios, energy systems analysis, and sectoral studies.

The package is based on the timeseries data format developed by the Integrated Assessment Modeling Consortium (IAMC), but it supports additional features such as sub-annual time resolution.

Documentation: pyam-iamc.readthedocs.io
Manuscript in Open Research Europe: 10.12688/openreseurope.13633.1
GitHub repository: github.com/IAMconsortium/pyam
Community forum: pyam.groups.io

iam-units: Open-source Python Package for Common Unit Conversion in Integrated-assessment Research

This package provides a simple and intuitive way to convert units frequently used in research on integrated assessment, energy systems research, climate change mitigation and sustainable development. It includes conversion of greenhouse gas species to carbon-dioxide equivalent using any Global Warming Potential (GWP) factors determined in recent IPCC assessment reports.

GitHub repository: github.com/IAMconsortium/units





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Last edited: 23 July 2021

CONTACT DETAILS

Daniel Huppmann

Research Scholar Integrated Assessment and Climate Change Research Group - Energy, Climate, and Environment Program

T +43(0) 2236 807 572

Volker Krey

Research Group Leader and Principal Research Scholar Integrated Assessment and Climate Change Research Group - Energy, Climate, and Environment Program

Principal Research Scholar Sustainable Service Systems Research Group - Energy, Climate, and Environment Program

T +43(0) 2236 807 415

Keywan Riahi

Program Director and Principal Research Scholar Energy, Climate, and Environment Program

Program Director and Principal Research Scholar Integrated Assessment and Climate Change Research Group - Energy, Climate, and Environment Program

Program Director and Principal Research Scholar Pollution Management Research Group - Energy, Climate, and Environment Program

Program Director and Principal Research Scholar Sustainable Service Systems Research Group - Energy, Climate, and Environment Program

T +43(0) 2236 807 491

Peter Kolp

Programmer Transformative Institutional and Social Solutions Research Group - Energy, Climate, and Environment Program

Programmer Integrated Assessment and Climate Change Research Group - Energy, Climate, and Environment Program

T +43(0) 2236 807 505

Software

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PUBLICATIONS

Sperling, F., Havlik, P. , Denis, M., Valin, H. , Palazzo, A. , Gaupp, F., & Visconti, P. (2022). Toward resilient food systems after COVID-19. Current Research in Environmental Sustainability 4, e100110. 10.1016/j.crsust.2021.100110.

Opara, K. & Oh, P.P. (2022). Regularization and concave loss functions for estimation of chemical kinetic models. Applied Soft Computing 116, e108286. 10.1016/j.asoc.2021.108286.

Jurasz, J., Piasecki, A., Hunt, J. , Zheng, W., Ma, T., & Kies, A. (2022). Building integrated pumped-storage potential on a city scale: An analysis based on geographic information systems. Energy 242, e122966. 10.1016/j.energy.2021.122966.

Fraisl, D. , See, L. , Sturn, T., MacFeely, S., Bowser, A., Campbell, J., Moorthy, I., Danylo, O., McCallum, I. , & Fritz, S. (2022). Demonstrating the potential of Picture Pile as a citizen science tool for SDG monitoring. Environmental Science & Policy 128, 81-93. 10.1016/j.envsci.2021.10.034.

Strelkovskii, N. , Rovenskaya, E. , Ilmola-Sheppard, L., Bartmann, R., Rein-Sapir, Y., & Feitelson, E. (2022). Implications of COVID-19 Mitigation Policies for National Well-Being: A Systems Perspective. Sustainability 14 (1), p. 433. 10.3390/su14010433.

Hunt, J. , Nascimento, A., Schwengber ten Caten, C., Caputo Tomé, F.M., Schneider, P.S., Ribeiro Thomazoni, A.L., José de Castro, N., Brandão, R., Vasconcelos de Freitas, M.A., Colombo Martini, J.S., Ramos, D.S., & Senne, R. (2022). Energy crisis in Brazil: Impact of hydropower reservoir level on the river flow. Energy 239, e121927. 10.1016/j.energy.2021.121927.

Ringsmuth, A.K., Otto, I.M., van den Hurk, B., Lahn, G., Reyer, C.P.O., Carter, T.R., Magnuszewski, P., Monasterolo, I., Aerts, J.C.J.H., Benzie, M., Campiglio, E., Fronzek, S., Gaupp, F., Jarzabek, L., Klein, R.J.T., Knaepen, H., Mechler, R. , Mysiak, J., Sillmann, J., Stuparu, D., & West, C. (2022). Lessons from COVID-19 for managing transboundary climate risks and building resilience. Climate Risk Management, e100395. 10.1016/j.crm.2022.100395. (In Press)

Gomez Sanabria, A. , Kiesewetter, G. , Klimont, Z. , Schöpp, W. , & Haberl, H. (2022). Potentials for future reductions of global GHG and air pollutant emissions from circular municipal waste management systems. Nature Communications 13, art.no.106. 10.1038/s41467-021-27624-7.

Hartl, R.F., Kort, P.M., & Wrzaczek, S. (2022). Reputation or warranty, what is more effective against planned obsolescence? International Journal of Production Research, 1-16. 10.1080/00207543.2021.2020929.

Nakicenovic, N. (2022). Perspectives on the pervasive energy-systems transformations. Oxford Open Energy 10.1093/ooenergy/oiab005. (In Press)

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