Energy system modeling: Public transparency, scientific reproducibility, and open development

Morrison, Robbie

doi:10.1016/j.esr.2017.12.010

Cited by 82 publications

(53 citation statements)

References 28 publications

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“…7 and helped to promulgate best practice standards for model developers that include licensing, documentation, reproducibility, and user support. [8][9][10][11] Second, many energy modelers are using modern software development tools, which enable distributed control of code and data, with changes archived in publicly accessible web repositories. Third, a variety of communication options, including traditional email, cloud-based collaboration platforms, and videoconferencing software, make it possible for distributed teams to collaborate on highly technical issues in near-real time and at low cost.…”

Section: The Benefits Of More Distributed and Collaborative Modeling mentioning

confidence: 99%

Leveraging Open-Source Tools for Collaborative Macro-energy System Modeling Efforts

DeCarolis

Jaramillo

Johnson

et al. 2020

Joule

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Section: The Benefits Of More Distributed and Collaborative Modeling mentioning

confidence: 99%

Leveraging Open-Source Tools for Collaborative Macro-energy System Modeling Efforts

DeCarolis

Jaramillo

Johnson

et al. 2020

Joule

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“…Resource (Basco-carrera et al, 2017), (Comte et al, 2016), (Henders et al, 2018), (Lamb et al, 2017), (Morrison, 2018), (Salmoral et al, 2019), (Ju et al, 2020), (Williams & Tai, 2016), (Robinson et al, 2019), (Dias et al, 2019), (Dunlop et al, 2019) 13 (Felt et al, 2018), (Muriithi et al, 2016) National Parks (Ehrhart & Schraml, 2018) 1…”

Section: Finding Articels For Research Questionmentioning

confidence: 99%

Conflict Resolution in the Performance of Collaborative Governance: A Systematic Literature Review

Tando

Sudarmo

Haryanti

2021

jip

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Conflict is one of the problems that occurs when every human, organization, and the social life of the organization. Conflict can be reviewed through the root of existing problems that can be internal or can be external. The science of public administration has the right resolution in dealing with the mechanism of collaborative governance. The literature review approach applied was based on scientific journals published in the database. The database that the authors used were Scopus, Science Direct, and Taylor and Francis Group. The result of this research showed that the implementation of the proposed collaborative governance form of cooperation structure and the policy then is the creation of the community plan making. Furthermore, the types of conflicts resolved by collaborative governance in the 2015-2019 period were the source of conflicts that often occur in that period. Researchers suggested that researching collaborative governance can be developed in government so that it can be implemented in overcoming various public problems.

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“…Furthermore, the development of open-source software and tools for effective collaboration has revolutionized many fields of business and academic analysis over the past decades. This new paradigm of openness has also reached the energy and climate change research community, initiating numerous new projects and initiatives (e.g., Morrison, 2018;Pfenninger et al, 2018).…”

Section: Transparency Reproducibility and Intelligibilitymentioning

confidence: 99%

The MESSAGE Integrated Assessment Model and the ix modeling platform (ixmp): An open framework for integrated and cross-cutting analysis of energy, climate, the environment, and sustainable development

Huppmann

Gidden

Fricko

et al. 2019

Environmental Modelling & Software

149

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The MESSAGE Integrated Assessment Model (IAM) developed by IIASA has been a central tool of energy-environment-economy systems analysis in the global scientific and policy arena. It played a major role in the Assessment Reports of the Intergovernmental Panel on Climate Change (IPCC); it provided marker scenarios of the Representative Concentration Pathways (RCPs) and the Shared SocioEconomic Pathways (SSPs); and it underpinned the analysis of the Global Energy Assessment (GEA). Alas, to provide relevant analysis for current and future challenges, numerical models of human and earth systems need to support higher spatial and temporal resolution, facilitate integration of data sources and methodologies across disciplines, and become open and transparent regarding the underlying data, methods, and the scientific workflow. In this manuscript, we present the building blocks of a new framework for an integrated assessment modeling platform; the "ecosystem" comprises: i) an open-source GAMS implementation of the MESSAGE energy++ system model integrated with the MACRO economic model; ii) a Java/database backend for version-controlled data management, iii) interfaces for the scientific programming languages Python & R for efficient input data and results processing workflows; and iv) a web-browser-based user interface for model/scenario management and intuitive "drag-and-drop" visualization of results. The framework aims to facilitate the highest level of openness for scientific analysis, bridging the need for transparency with efficient data processing and powerful numerical solvers. The platform is geared towards easy integration of data sources and models across disciplines, spatial scales and temporal disaggregation levels. All tools apply best-practice in collaborative software development, and comprehensive documentation of all building blocks and scripts is generated directly from the GAMS equations and the Java/Python/R source code.

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Energy system modeling: Public transparency, scientific reproducibility, and open development

Cited by 82 publications

References 28 publications

Leveraging Open-Source Tools for Collaborative Macro-energy System Modeling Efforts

Leveraging Open-Source Tools for Collaborative Macro-energy System Modeling Efforts

Conflict Resolution in the Performance of Collaborative Governance: A Systematic Literature Review

The MESSAGE Integrated Assessment Model and the ix modeling platform (ixmp): An open framework for integrated and cross-cutting analysis of energy, climate, the environment, and sustainable development

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