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available to readers. We encourage authors to deposit their datasets in publicly available repositories (where available and appropriate) or present them in the main manuscript.</p> <h2>Data Availability Statements</h2> <p>If you’re submitting your paper to an AIP Publishing journal, you’ll be asked to provide a data availability statement with your submission, informing readers where the data can be found. Please be aware that some journals in the portfolio may require that new data be made available at the time of manuscript submission. Please check the journal’s Editorial Policies for further information.</p> <h3>Templates for Data Availability Statements for Author use</h3> <p>Below is a list of standard templates for the text that will appear in the “Data Availability Statement” portion of your article. When multiple data sets are being described, please provide information regarding the data type for the benefit of the reader.</p> <p><a href="https://publishing.aip.org/wp-content/uploads/2023/10/AIPP-DataAvailability-Jan2020-003.pdf" target="_blank" rel="noopener">Download Data Availability Statement Templates</a></p> <table style="border-collapse: collapse;width: 100%" border="1"> <tbody> <tr> <td style="width: 22.0566%"><strong>Availability of data</strong></td> <td style="width: 77.7943%"><strong>Template for data availability statement</strong></td> </tr> <tr> <td style="width: 22.0566%">Data available on request from the authors</td> <td style="width: 77.7943%">The data that support the findings of this study are available from the corresponding author upon reasonable request.</td> </tr> <tr> <td style="width: 22.0566%">Data available in article or supplementary material</td> <td style="width: 77.7943%">The data that supports the findings of this study are available within the article [and its supplementary material].</td> </tr> <tr> <td style="width: 22.0566%">Data openly available in a public repository that issues datasets with DOIs</td> <td style="width: 77.7943%">The data that support the findings of this study are openly available in [repository name] at http://doi.org/[doi], reference number [reference number].</td> </tr> <tr> <td style="width: 22.0566%">Data openly available in a public repository that does not issue DOIs</td> <td style="width: 77.7943%">The data that support the findings of this study are openly available in [repository name], reference number [reference number].</td> </tr> <tr> <td style="width: 22.0566%">Data sharing not applicable – no new data generated</td> <td style="width: 77.7943%">Data sharing is not applicable to this article as no new data were created or analyzed in this study.</td> </tr> <tr> <td style="width: 22.0566%">Data generated at a central, large scale facility</td> <td style="width: 77.7943%">Raw data were generated at the [facility name] large scale facility. Derived data supporting the findings of this study are available from the corresponding author upon reasonable request.</td> </tr> <tr> <td style="width: 22.0566%">Embargo on data due to commercial restrictions</td> <td style="width: 77.7943%">The data that support the findings will be available in [repository name] at [DOI link] following an embargo from the date of publication to allow for commercialization of research findings.</td> </tr> <tr> <td style="width: 22.0566%">Data available on request due to privacy/ethical restrictions</td> <td style="width: 77.7943%">The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due [state restrictions such as privacy or ethical restrictions].</td> </tr> <tr> <td style="width: 22.0566%">Data subject to third party restrictions</td> <td style="width: 77.7943%">The data that support the findings of this study are available from [third party]. Restrictions apply to the availability of these data, which were used under license for this study. Data are available from the authors upon reasonable request and with the permission of [third party].</td> </tr> </tbody> </table> <h2>Data Citations</h2> <p>When data is available and linked, authors will need to provide a citation of the data in their reference list.</p> <p><em>Citing a dataset on the reference list:</em><br /> Required elements: Creator(s), Publication Year, Title, Publisher, and Identifier<br /> Optional elements: Version and Resource Type</p> <h2>FAQs</h2> <p><strong><em>What is a data availability statement?</em></strong></p> <p>A data availability statements tells the reader where the data associated with a paper is available, and where applicable, includes links to the data set.</p> <p><strong><em>What counts as data? </em></strong></p> <p>By data we mean the minimal dataset that would be necessary to interpret, replicate, and build upon the findings reported in the article. Some communities may have more specific standards and definition of data.</p> <p><strong><em>Which journals does this policy apply to? </em></strong></p> <p>Data availability statements are required for research published in all AIP Publishing journals.</p> <p><strong><em>How should I write a data availability statement?</em></strong></p> <p>AIP Publishing has prepared a set of standard templates that you can use or adapt. Please review the author guidelines for examples.</p> <p><strong><em>Why should I use a data repository?</em></strong></p> <p>Data repositories make data more accessible and discoverable than sharing data via supplementary information files. Public repositories generally assign a Digital Object Identifier (DOI) to datasets which allows them to be cited in reference lists. Repositories also support domain-specific data reporting standards and provide standardized ways of structuring and identifying data.</p> <p><strong><em>How do I choose a data repository? </em></strong></p> <p>Some research communities are served by specific data repositories; your institutional librarian, funder, or journal editor may make a recommendation. Researchers can also use a general repository – such as Zenodo, figshare or Dryad – that accept data from all disciplines. Certified repositories can also be found through the Registry of Research Data Repositories (<a href="http://www.re3data.org">re3data.org</a>), <a href="http://www.fairsharing.org">FAIRsharing.org</a>, or <a href="http://www.coretrustseal.org">CoreTrustSeal</a>.</p> <p><strong><em>Can institutional repositories be used for data? </em></strong></p> <p>AIP Publishing authors may host their data in their institutional or project specific repository.</p> <p><strong><em>Why should I cite data?</em></strong></p> <p>Citing and referencing data in journals supports reproducible research, facilitates the tracking of data reuse, and may help assign credit for contributions to research. AIP Publishing endorses the <a href="https://www.force11.org/datacitationprinciples">Joint Declaration on Data Citation Principles</a>, which outlines the importance of data resources in scientific communication.</p> <p><strong><em>How do I cite research data?</em></strong></p> <p>We encourage datasets to be formally cited in references lists when the dataset is hosted in a public repository that assigns Digital Object Identifier (DOI) to datasets:</p> <p>Required elements:<em> Creator(s), Publication Year, Title, Publisher, and DOI</em></p> <p>Optional elements:<em> Version and Resource Type</em></p> </div> </div></div></div></section> </div> </main> <aside class="col col-lg-3 aside-section-nav hidden-print"> <nav class="section-nav"> <ul class="section-nav__list"> <li class=""><a href="https://publishing.aip.org/resources/researchers/">Featured</a></li> <li class="page_item page-item-9268"><a href="https://publishing.aip.org/resources/researchers/author-instructions/">Author 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