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Mimi-PAGE, an open-source implementation of the PAGE09 integrated assessment model
Integrated Assessment Models (IAMs) have become critical tools for assessing the costs and benefits of policies to reduce greenhouse gas emissions. Three models currently inform the social cost of carbon dioxide (SCCO(2), the net present value of damages from one additional ton of CO(2)) used by the...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6154285/ https://www.ncbi.nlm.nih.gov/pubmed/30251994 http://dx.doi.org/10.1038/sdata.2018.187 |
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author | Moore, Frances C. Rising, James Lollo, Niklas Springer, Cecilia Vasquez, Valeri Dolginow, Alex Hope, Chris Anthoff, David |
author_facet | Moore, Frances C. Rising, James Lollo, Niklas Springer, Cecilia Vasquez, Valeri Dolginow, Alex Hope, Chris Anthoff, David |
author_sort | Moore, Frances C. |
collection | PubMed |
description | Integrated Assessment Models (IAMs) have become critical tools for assessing the costs and benefits of policies to reduce greenhouse gas emissions. Three models currently inform the social cost of carbon dioxide (SCCO(2), the net present value of damages from one additional ton of CO(2)) used by the US federal government, several states, and Canada. Here we present a new open-source implementation of one of these models (PAGE09) in the Julia programming language using a modular modeling framework (Mimi). Mimi-PAGE was coded using best coding practices (such as multiple code reviews by different individuals during development, automated testing of newly-committed code, and provision of documentation and usage notes) and is publicly available in a GitHub repository for community inspection and use under an open source license. In this paper we describe the Julia implementation of PAGE09, show that output from Mimi-PAGE matches that of the original model, and perform comparisons of the run time between the two implementations. |
format | Online Article Text |
id | pubmed-6154285 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-61542852018-09-28 Mimi-PAGE, an open-source implementation of the PAGE09 integrated assessment model Moore, Frances C. Rising, James Lollo, Niklas Springer, Cecilia Vasquez, Valeri Dolginow, Alex Hope, Chris Anthoff, David Sci Data Article Integrated Assessment Models (IAMs) have become critical tools for assessing the costs and benefits of policies to reduce greenhouse gas emissions. Three models currently inform the social cost of carbon dioxide (SCCO(2), the net present value of damages from one additional ton of CO(2)) used by the US federal government, several states, and Canada. Here we present a new open-source implementation of one of these models (PAGE09) in the Julia programming language using a modular modeling framework (Mimi). Mimi-PAGE was coded using best coding practices (such as multiple code reviews by different individuals during development, automated testing of newly-committed code, and provision of documentation and usage notes) and is publicly available in a GitHub repository for community inspection and use under an open source license. In this paper we describe the Julia implementation of PAGE09, show that output from Mimi-PAGE matches that of the original model, and perform comparisons of the run time between the two implementations. Nature Publishing Group 2018-09-25 /pmc/articles/PMC6154285/ /pubmed/30251994 http://dx.doi.org/10.1038/sdata.2018.187 Text en Copyright © 2018, The Author(s) http://creativecommons.org/licenses/by/4.0/ Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Moore, Frances C. Rising, James Lollo, Niklas Springer, Cecilia Vasquez, Valeri Dolginow, Alex Hope, Chris Anthoff, David Mimi-PAGE, an open-source implementation of the PAGE09 integrated assessment model |
title | Mimi-PAGE, an open-source implementation of the PAGE09 integrated assessment model |
title_full | Mimi-PAGE, an open-source implementation of the PAGE09 integrated assessment model |
title_fullStr | Mimi-PAGE, an open-source implementation of the PAGE09 integrated assessment model |
title_full_unstemmed | Mimi-PAGE, an open-source implementation of the PAGE09 integrated assessment model |
title_short | Mimi-PAGE, an open-source implementation of the PAGE09 integrated assessment model |
title_sort | mimi-page, an open-source implementation of the page09 integrated assessment model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6154285/ https://www.ncbi.nlm.nih.gov/pubmed/30251994 http://dx.doi.org/10.1038/sdata.2018.187 |
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