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Code and Data for "Investigating Carbon and Nitrogen Conservation in Reported CMIP6 Earth System Model Data"
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Data: cmip6_cn_data_saved_as_nc_mdl_exp_label_full_var.zip - a collection of NetCDF files supporting the analysis. In the paper, we only analyzed and discussed three representative experiments (1pctCO2, historical, and ssp585). However, this dataset includes processed data from all models and experiments we collected, providing a broader resource for data users." /> <meta name="citation_title" content="Code and Data for "Investigating Carbon and Nitrogen Conservation in Reported CMIP6 Earth System Model Data"" /> <meta name="citation_doi" content="10.5281/zenodo.14060169" /> <meta name="citation_abstract_html_url" content="https://zenodo.org/records/14060169" /> <meta property="og:title" content="Code and Data for "Investigating Carbon and Nitrogen Conservation in Reported CMIP6 Earth System Model Data"" /> <meta property="og:description" content="This repository includes the necessary code, data, and documentation to replicate our analysis: Notebook: calculate_and_plot_mass_conservation.ipynb - this notebook contains the full calculations and visualizations used in the study. HTML file: An accompanying HTML version of the notebook is provided for convenient review of the results. Data:聽annual_global_mean_dataset_dict_mdl_exp_label_full_var_v20240805.pkl - a single Python dictionary file that consolidates all source data, used directly within the notebook. Data: cmip6_cn_data_saved_as_nc_mdl_exp_label_full_var.zip - a collection of NetCDF files supporting the analysis. In the paper, we only analyzed and discussed three representative experiments (1pctCO2, historical, and ssp585). 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Data:聽annual_global_mean_dataset_dict_mdl_exp_label_full_var_v20240805.pkl - a single Python dictionary file that consolidates all source data, used directly within the notebook. Data: cmip6_cn_data_saved_as_nc_mdl_exp_label_full_var.zip - a collection of NetCDF files supporting the analysis. In the paper, we only analyzed and discussed three representative experiments (1pctCO2, historical, and ssp585). 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aria-label="Information banner"> <!-- COMMUNITY HEADER: hide it when displaying the submission request --> <!-- /COMMUNITY HEADER --> <!-- PREVIEW HEADER --> <!-- /PREVIEW HEADER --> </section> <div class="ui container"> <div class="ui relaxed grid mt-5"> <div class="two column row top-padded"> <article class="sixteen wide tablet eleven wide computer column main-record-content"> <section id="record-info" aria-label="Publication date and version number"> <div class="ui grid middle aligned"> <div class="two column row"> <div class="left floated left aligned column"> <span class="ui" title="Publication date"> Published November 9, 2024 </span> <span class="label text-muted"> | Version v1</span> </div> <div class="right floated right aligned column"> <span role="note" class="ui label horizontal small neutral mb-5" aria-label="Resource type" > Journal article </span> <span role="note" class="ui label horizontal small access-status open mb-5" data-tooltip="The record and files are publicly 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Gang</span><sup class="font-tiny">1</sup></a> <a class="no-text-decoration" href="https://orcid.org/0000-0003-1075-3826" aria-label="Tang, Gang's ORCID profile" title="Tang, Gang's ORCID profile"> <img class="ml-5 inline-id-icon" src="/static/images/orcid.svg" alt="ORCID icon"/> </a> </li> <li class="creatibutor-wrap separated"> <a class="ui creatibutor-link" data-tooltip="International Institute for Applied Systems Analysis" href="/search?q=metadata.creators.person_or_org.name%3A%22Nicholls,+Zebedee%22" > <span class="creatibutor-name">Nicholls, Zebedee</span><sup class="font-tiny">2</sup></a> </li> <li class="creatibutor-wrap separated"> <a class="ui creatibutor-link" data-tooltip="Met Office Hadley Centre" href="/search?q=metadata.creators.person_or_org.name%3A%22Jones,+Chris%22" > <span class="creatibutor-name">Jones, Chris</span><sup class="font-tiny">3</sup></a> </li> <li class="creatibutor-wrap separated"> <a class="ui creatibutor-link" data-tooltip="International Institute for Applied Systems Analysis" href="/search?q=metadata.creators.person_or_org.name%3A%22Gasser,+Thomas%22" > <span class="creatibutor-name">Gasser, Thomas</span><sup class="font-tiny">2</sup></a> </li> <li class="creatibutor-wrap separated"> <a class="ui creatibutor-link" data-tooltip="Australian National University" href="/search?q=metadata.creators.person_or_org.name%3A%22Norton,+Alexander%22" > <span class="creatibutor-name">Norton, Alexander</span><sup class="font-tiny">4</sup></a> </li> <li class="creatibutor-wrap separated"> <a class="ui creatibutor-link" data-tooltip="Commonwealth Scientific and Industrial Research Organisation" href="/search?q=metadata.creators.person_or_org.name%3A%22Ziehn,+Tilo%22" > <span class="creatibutor-name">Ziehn, Tilo</span><sup class="font-tiny">5</sup></a> </li> <li class="creatibutor-wrap separated"> <a class="ui creatibutor-link" data-tooltip="University of Leeds" href="/search?q=metadata.creators.person_or_org.name%3A%22Romero-Prieto,+Alejandro%22" > <span class="creatibutor-name">Romero-Prieto, Alejandro</span><sup class="font-tiny">6</sup></a> </li> <li class="creatibutor-wrap separated"> <a class="ui creatibutor-link" data-tooltip="University of Melbourne" href="/search?q=metadata.creators.person_or_org.name%3A%22Meinshausen,+Malte%22" > <span class="creatibutor-name">Meinshausen, Malte</span><sup class="font-tiny">1</sup></a> </li> </ul> </div> <div class="ui sixteen wide tablet three wide computer column title right aligned bottom aligned"> <button class="ui affiliations-button trigger button mini mr-0" aria-controls="creators-affiliations" data-open-text="Show affiliations" data-close-text="Hide affiliations" aria-expanded="false" > Show affiliations </button> </div> <section class="ui sixteen wide column content" id="creators-affiliations" aria-label="Affiliations for creators"> <ul> <li> 1. <a class="no-text-decoration" href="https://ror.org/01ej9dk98" aria-label="University of Melbourne's ROR profile" title="University of Melbourne's ROR profile" > <img class="ml-5 inline-id-icon" src="/static/images/ror-icon.svg" alt="ROR icon"/> </a> University of Melbourne </li> <li> 2. <a class="no-text-decoration" href="https://ror.org/02wfhk785" aria-label="International Institute for Applied Systems Analysis's ROR profile" title="International Institute for Applied Systems Analysis's ROR profile" > <img class="ml-5 inline-id-icon" src="/static/images/ror-icon.svg" alt="ROR icon"/> </a> International Institute for Applied Systems Analysis </li> <li> 3. Met Office Hadley Centre </li> <li> 4. <a class="no-text-decoration" href="https://ror.org/019wvm592" aria-label="Australian National University's ROR profile" title="Australian National University's ROR profile" > <img class="ml-5 inline-id-icon" src="/static/images/ror-icon.svg" alt="ROR icon"/> </a> Australian National University </li> <li> 5. <a class="no-text-decoration" href="https://ror.org/03qn8fb07" aria-label="Commonwealth Scientific and Industrial Research Organisation's ROR profile" title="Commonwealth Scientific and Industrial Research Organisation's ROR profile" > <img class="ml-5 inline-id-icon" src="/static/images/ror-icon.svg" alt="ROR icon"/> </a> Commonwealth Scientific and Industrial Research Organisation </li> <li> 6. <a class="no-text-decoration" href="https://ror.org/024mrxd33" aria-label="University of Leeds's ROR profile" title="University of Leeds's ROR profile" > <img class="ml-5 inline-id-icon" src="/static/images/ror-icon.svg" alt="ROR icon"/> </a> University of Leeds </li> </ul> </section> </div> </div> </section> </section> <section id="description" class="rel-mt-2 rich-input-content" aria-label="Record description"> <h2 id="description-heading" class="sr-only">Description</h2> <div style="word-wrap: break-word;"> <p><p>This repository includes the necessary code, data, and documentation to replicate our analysis:</p> <ul> <li><strong>Notebook</strong>: calculate_and_plot_mass_conservation.ipynb - this notebook contains the full calculations and visualizations used in the study.</li> <li><strong>HTML file</strong>: An accompanying HTML version of the notebook is provided for convenient review of the results.</li> <li><strong>Data</strong>: annual_global_mean_dataset_dict_mdl_exp_label_full_var_v20240805.pkl - a single Python dictionary file that consolidates all source data, used directly within the notebook.</li> <li><strong>Data</strong>: cmip6_cn_data_saved_as_nc_mdl_exp_label_full_var.zip - a collection of NetCDF files supporting the analysis.</li> </ul> <p>In the paper, we only analyzed and discussed three representative experiments (1pctCO2, historical, and ssp585). However, this dataset includes processed data from all models and experiments we collected, providing a broader resource for data users.</p></p> </div> </section> <section id="record-files" class="rel-mt-2 rel-mb-3" aria-label="Files" ><h2 id="files-heading">Files</h2> <div class="ui accordion panel mb-10 open" href="#files-preview-accordion-panel"> <h3 class="active title panel-heading open m-0"> <div role="button" id="files-preview-accordion-trigger" aria-controls="files-preview-accordion-panel" aria-expanded="true" tabindex="0" class="trigger" aria-label="File preview" > <span id="preview-file-title">calculate_and_plot_mass_conservation.ipynb</span> <i class="angle right icon" aria-hidden="true"></i> </div> </h3> <div role="region" id="files-preview-accordion-panel" aria-labelledby="files-preview-accordion-trigger" class="active content preview-container pt-0 open" > <div> <iframe title="Preview" class="preview-iframe" id="preview-iframe" name="preview-iframe" 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hidden"> Total downloads </p> </td> <td data-label="All versions" class="right aligned"> 4 </td> <td data-label="This version" class="right aligned"> 4 </td> </tr> <tr> <td> Data volume <i tabindex="0" role="button" style="position:relative" class="popup-trigger question circle small icon" aria-expanded="false" aria-label="More info" data-variation="mini inverted" > </i> <p role="tooltip" class="popup-content ui flowing popup transition hidden"> Total data volume </p> </td> <td data-label="All versions" class="right aligned">15.6 MB</td> <td data-label="This version" class="right aligned">15.6 MB</td> </tr> </tbody> </table> <p class="text-align-center rel-mt-1"> <small> <a href="/help/statistics">More info on how stats are collected....</a> </small> </p> </div> </div> </section> <div class="sidebar-container"> <h2 class="ui medium top attached header mt-0">Versions</h2> <div id="record-versions" class="ui segment rdm-sidebar bottom attached pl-0 pr-0 pt-0"> <div class="versions"> <div 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