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632 results for “Policies”

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zenodo44/100

Model run and scenario data for study "Bioenergy-induced land-use change emissions with sectorally fragmented policies"

<p>This data archive contains model runs and data analysis files to the research article</p> <p><strong>Bioenergy-induced land-use change emissions with sectorally fragmented policies</strong></p> <p>by <em>Leon Merfort, Nico Bauer, Florian Humpen&ouml;der, David Klein, Jessica Strefler, Alexander Popp, Gunnar Luderer, Elmar Kriegler</em></p> <p>published in <em>Nature Climate Change </em>(2023).</p> <p><em><strong>ModelRuns_remind </strong></em>(directory) contains all REMIND model runs of the scenarios underlying the paper.</p> <p><em><strong>ModelRuns_magpie </strong></em>(directory) contains all MAgPIE model runs of the scenarios underlying the paper.</p> <p><em><strong>DataAnalysis </strong></em>(directory) contains an RStudio Project that was used for the data analysis and the generation of the figures of the paper. It additionally contains all figures and figure data that are shown in the paper.</p> <p><em><strong>ScenarioMapping.pdf</strong></em>&nbsp; contains the mapping from scenario names used in the paper to the model experiment names (in the model run directories).</p>

opencc-by-4.0Apr 2023View details →
zenodo44/100

Sustainable Aging in Aix-Marseille Metropolis: Assessment Indicators and Interactive Visualizations for Policy Making

<p>This upload contains a geopackage file, R code, Readme file and an HTML-based platform with interactive maps created using the geopackage and R code within the ForVie project (Forme et vieillissement au sein de la M&eacute;tropole d&#39;Aix-Marseille-Provence). This upload presents various data, indicators and interactive maps to help planners and policymakers to quickly identify patterns and trends related to aging within Aix-Marseille metropolis, France.</p> <p>Authors<br> Perez, J &amp; Boyer, T. Universit&eacute; C&ocirc;te d&#39;Azur, UMR 7300 ESPACE-CNRS, Nice, France.</p> <p>Files<br> * `AGING_AMP_INDICATORS.gpkg`: The geopackage file contains spatial data used in the R code to create the maps.<br> * `code_R_platform_v1.0_ForVie.R`: The R code used to create the interactive maps.<br> * `ForVie_platform_v1.0.html`: The platform for visualizing the interactive maps.</p> <p>Instructions<br> To use this upload, follow these steps:<br> 1. Download the geopackage file, R code, and index.html file.<br> 2. Open the R code in RStudio or another R environment.<br> 3. Install any necessary packages as listed in the first section of the R code.<br> 4. Run the code in R to create the HTML-based platform with interactive maps<br> Alternatively, it is possible to directly open the ForVie_platform_v1.0.html file in a web browser to view the maps.</p> <p>Acknowledgment<br> This research was funded by a grant from R&eacute;gion Sud, Provence-Alpes-C&ocirc;te d&#39;Azur, France (ForVie).</p> <p>References<br> Perez et al., (2023) &quot;Sustainable Aging in Aix-Marseille Metropolis: Assessment Indicators and Interactive Visualizations for Policy Making.&quot; Submitted (reference to be updated)</p> <p>Contact<br> If you have any questions about this upload, please contact Perez Joan at joan.perez@univ-cotedazur.fr</p>

opencc-by-4.0Apr 2023View details →
zenodo44/100

Result data related to "Bersalli et al. (2024): Economic crises as critical junctures for policy and structural changes towards decarbonization – the cases of Spain and Germany"

<p>Result data related to "Bersalli et al (2024): Economic crises as critical junctures for policy and structural changes towards decarbonization &ndash; the cases of Spain and Germany". The following files are included:</p> <ul> <li>"Energy policy 2020-21 Germany-Spain.xlsx": Policy measures supporting clean energy during the Covid-19 pandemic in Germany and Spain. Data from&nbsp;<a href="http://energypolicytracker.org/">EnergyPolicyTracker.org</a>, amended by the authors.</li> <li>&nbsp;"factors.csv": Time series of emissions,&nbsp;population, GDP, energy intensity, and carbon intensity. Data derived from BP and Eurostat.</li> <li>"multiplicative-contribution-factors.csv": Time series of relative growth in the factors.</li> <li>"relative-cumulative-contribution-factors.csv": Time series of cumulative relative growth in the factors.</li> <li>"periods.csv": Relative growth in the factors during the global financial and COVID19 crises and before (pre) and after (post) the global financial crisis.</li> </ul>

opencc-by-4.0Jul 2023View details →
zenodo44/100

POLIcy design ANNotAtions (POLIANNA): Towards understanding policy design through text-as-data approaches

<p>The POLIANNA dataset is a collection of legislative texts from the European Union (EU) that have been annotated based on theoretical concepts of policy design. The dataset consists of 20,577 annotated spans in 412 articles, drawn from 18 EU climate change mitigation and renewable energy laws, and can be used to develop supervised machine learning approaches for scaling policy analysis. The dataset includes a novel coding scheme for annotating text spans, and you find a description of the annotated corpus, an analysis of inter-annotator agreement, and a discussion of potential applications in the paper accompanying this dataset. The objective of this dataset to build tools that assist with manual coding of policy texts by automatically identifying relevant paragraphs.</p> <p>Detailed instructions and further guidance about the dataset as well as all the code used for this project can be found in the accompanying <a href="https://doi.org/10.1038/s41597-023-02801-z">paper</a> and on the&nbsp;<a href="https://github.com/kueddelmaier/POLIANNA">GitHub project page</a>. The repository also contains useful code to calculate various inter-annotator agreement measures and can be used to process text annotations generated by&nbsp;<a href="https://inception-project.github.io/">INCEpTION</a>.</p> <p>&nbsp;</p> <p><strong>Dataset Description</strong></p> <p>We provide the dataset in 3 different formats:<br><br><em>JSON: </em>Each article corresponds to a folder, where the Tokens and Spans are stored in a separate JSON file. Each article-folder further contains the raw policy-text as in a text file and the metadata about the policy. This is the most human-readable format.</p> <p><em>JSONL: </em>Same folder structure as the JSON format, but the Spans and Tokens are stored in a <a href="https://jsonlines.org/">JSONL</a> file, where each line is a valid JSON document.</p> <p><em>Pickle: </em>We provide the&nbsp;dataset as a Python object. This is the recommended method when using our own Python framework that is provided on GitHub. For more information, check out the GitHub project page.</p> <p><br><strong>License</strong></p> <p>The POLIANNA dataset is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.&nbsp;If you use the POLIANNA dataset in your research in any form, please cite the dataset.</p> <p>&nbsp;</p> <p><strong>Citation</strong></p> <p>Sewerin, S., Kaack, L.H., K&uuml;ttel, J. <em>et al.</em> Towards understanding policy design through text-as-data approaches: The policy design annotations (POLIANNA) dataset. <em>Sci Data</em><strong>10</strong>, 896 (2023). https://doi.org/10.1038/s41597-023-02801-z</p>

opencc-by-4.0Jan 2023View details →
zenodo44/100

Codebook - Knowledge-Action Platforms (Data & Policy article) Bream McIntosh et al.,

<p>Codebook used for Round 2 coding against key criteria of a &#39;Platform&#39; definition that responds to matrix coding of Sustainability Knowledge Action Platforms. To accompany the article in Data &amp; Policy &#39;The role of sustainability knowledge-action platforms in advancing multi-stakeholder engagement on sustainability&#39;.</p>

opencc-by-4.0Oct 2023View details →
edi44/100

Adirondack Public Good Events Database: Natural Resource, Environmental, Economic and Recreation Policy and Common Pool Resources for a Social-Ecological System in Adirondack Park, New York, USA, 1760-2020.

I assembled this dataset from various published sources to evaluate how the social-ecological system (SES) in Adirondack Park, New York changed through time and the interplay of public goods (Common Pool Resources, CPRs), public land rules and private land rights, and related concepts over 260 years (1760-2020). The database was the basis for a doctoral dissertation titled "Blue Lining: Assessing the Resilience of Adirondack Park, New York Using Polycentricity and Panarchy Frameworks." The goal of the dissertation was to assess patterns and changes in institutional rules, actors and arrangements before and after establishment of the public Adirondack Forest Preserve in 1885 and Adirondack Park in 1892 as those actors and rules were modified and as both internal and external events influenced the SES as it moved through different phases of the adaptive cycle through space and time (see panarchy). Using the database, I identified which organizations and events contributed to natural resource and CPR policy. The dissertation can be downloaded here: https://experts.esf.edu/esploro/outputs/99917370604826.

openCC (other)Dec 2023View details →
zenodo40/100

EU Lighting Efficacy Policy History Tool

<p>As of 2020, the EU has published <a href="https://ec.europa.eu/energy/en/topics/energy-efficiency/energy-efficient-products/list-regulations-product-groups-energy-efficient-products">three regulations on lighting efficiency</a>. This Excel tool can be used to calculate the corresponding luminous efficacy [lm/W] for each regulation.</p> <p>Compiled as part of the research project&nbsp;<a href="https://web.archive.org/web/20220920225758/https://www.ceenrg.landecon.cam.ac.uk/research/climate-change-and-energy-policy/what-factors-drive-innovation-in-energy-technologies-the-role-of-technology-spillovers-and-government-investment">&quot;What factors drive innovation in energy technologies? The role of technology spillovers and government investment&quot;</a>, funded by the Alfred P. Sloan Foundation.</p>

opencc-by-4.0Feb 2020View details →
zenodo40/100

Insights into European research funders policies and practices - public dataset

<p>This is the dataset arising from&nbsp;a survey of European research funders on Open Access (OA) and Research Data (RD) policies, commissioned by&nbsp;SPARC Europe, in consultation with representatives from the following organisations:&nbsp;<a href="https://www.allea.org/">ALLEA</a>, the&nbsp;<a href="https://www.efc.be/">European Foundation Centre</a>&nbsp;and&nbsp;<a href="http://scienceeurope.org/">Science Europe</a>&nbsp;and a wider advisory group.</p> <p>Launched in the spring of 2019, the survey, which targeted about 400 funders, garnered just over 60 responses from 29 countries. The cohort includes important national funding agencies (almost 50%), pan-European funders, national and regional academies, foundations and philanthropic organisations and research charities.&nbsp;</p>

opencc-by-4.0Sep 2019View details →
zenodo40/100

Affine Policies for Flexibility Provision by Natural Gas Networks to Power Systems

<p>Online appendix for the paper - &quot;Affine Policies for Flexibility Provision by Natural Gas Networks to Power Systems&quot;, containing the power generators, gas producers and demand data as well as physical characteristics of the electrical transmission lines and gas pipelines. The empirically estimated&nbsp;forecast error covariance matrix&nbsp;used in the model is&nbsp;provided as well.</p> <p>The power systems and natural gas systems data is&nbsp;adapted from: C. Ordoudis, P. Pinson and J. M. Gonz&aacute;lez,&nbsp;&quot;An integrated market for electricity and natural gas systems with stochastic power producers&quot;, European Journal of Operational Research, vol. 272, no. 2, pp. 642-654, 2019.</p>

opencc-by-4.0Apr 2020View details →
zenodo40/100

Database for Market uptake of concentrating solar power in Europe: model-based analysis of drivers and policy trade-offs. MUSTEC project.

<p>This dataset contains the data underlying the modelling activities of the MUSTEC (<em>Market Uptake of Solar Thermal Electricity through Cooperation</em>) project used in the models Green-X (TU Wien) and Enertile (Fraunhofer ISI).</p> <p>For description of the modelled scenarios, results and findings, see: Resch, G., Sch&ouml;niger, F., Kleinschmitt, C., Franke, K., Sensfu&szlig;, F., Thonig, R., and Lilliestam, J.:<em> </em><em> Market uptake of concentrating solar power in Europe: model-based analysis of drivers and policy trade-offs. </em>Deliverable 8.2 MUSTEC project, TU Wien, Wien.</p> <p>For information on the project see: https://www.mustec.eu/</p> <p>For data descriptions, licence, and further information, see README.md.</p> <p>&nbsp;</p>

opencc-by-4.0Jun 2020View details →
zenodo40/100

Brazilian Federal legislations and Health Professional Councils regulations about telemedicine, according to historical phases and public policy purposes from 1990 to 2018.

<p>The file contains one excel file with two datasheets, one with legislations from Brazilian Federal Government and other from Health Professional Councils, from 1990 to 2019. Each spreadsheet has the original database, the number ID of the normative, what institution the document is from, its publication date, the abstract (in Portuguese), its public URL, historical phases and the purpose of it.</p>

opencc-by-4.0Sep 2020View details →
zenodo40/100

Annual Conference in Global Energy Transition Law and Policy

<p>The Environment Energy and Natural Resources (EENR) Center in association with the Center for U.S. and Mexican Law of University of Houston Law Center will be hosting a virtual symposium&nbsp;on&nbsp;Friday, April 17<sup>th</sup>, 2020,&nbsp;9:00 a.m.-&nbsp;12:30 p.m. (CDT),&nbsp;by way of&nbsp;our&nbsp;1st Annual Conference&nbsp;in&nbsp;Global Energy Transition Law and Policy.</p> <p><strong>Topic</strong>:&nbsp;<strong>THE ENERGY TRANSITION IN A CLIMATE CONSTRAINED WORLD. AN INTEGRATIVE APPROACH IN GLOBAL ENERGY LAW AND POLICY ISSUES?</strong></p> <p><strong>Date</strong>:&nbsp;Friday, April 17<sup>th</sup>, 2020, from 9:00 to a.m.-12:30 p.m. (CDT)</p> <p>The conference, which is designed for all (policy-makers, researchers, professionals, students, etc.), will feature an outstanding faculty roster who will address the current energy transition issues.</p> <p><strong>Highlights</strong>:</p> <p>&middot;&nbsp;Recent Developments in Energy Transition Law and Policy;</p> <p>&middot;&nbsp;Energy Policy in Citizens&rsquo; Climate Assemblies;</p> <p>&middot;&nbsp;Energy Communities in the European Union;</p> <p>&middot;&nbsp;Europeanisation of the Development of Renewable Energy in Transition;</p> <p>&middot;&nbsp;Finance and Risk Policy for The Just Transition to a Low-Carbon Economy;</p> <p>&middot;&nbsp;A Sustainable and Prosperous Future: The Role of Climate Clubs and International Trade;</p> <p>&middot;&nbsp;Decarbonization Options for Gas and Electricity Systems: Power-to-Gas and Carbon Capture Utilization and Storage;</p> <p>&middot;&nbsp;Incorporation of DMDU decision-making under deep uncertainty) Framework into Energy Policy;</p> <p>&middot;&nbsp;COVID-19 provides Warning about the Transition from Fossil Fuels.&nbsp;</p>

opencc-by-4.0Oct 2020View details →
zenodo40/100

Sistematic Mapping review of literature about public policies innovation and reading competences

<p>The systematic mapping method makes possible to identify what is known about a topic, what has been researched, what aspects remain unknown, and to obtain information about current trends and future challenges regarding this topic.&nbsp;In this Excel , the following articles were included: studies on innovative public policies related to reading skills, those published only in journals that can be found in two databases: Web of Science (WOS) and Scopus, published from January 2015 to December 2019, and related to the educational sector (social sciences, psychology, multidisciplinary, educational research, medical education, environmental education).</p>

opencc-by-4.0Oct 2020View details →
zenodo40/100

MAGIC Deliverable 5.5 - Datasets - Report on the Quality Check of the Robustness of the Narrative behind the Common Agricultural Policy (CAP)

<p>This repository contains&nbsp;datasets used in the production of figures contained in MAGIC Deliverable 5.5</p> <p>Matthews K.B., Blackstock K.L., Waylen K.A., Juarez-Bourke A., Miller D.G., Wardell-Johnson D.H., Rivington M. (2018) Report on the Quality Check of the Robustness of the Narrative behind the Common Agricultural Policy (CAP).</p> <p>MAGIC (H2020-GA 689669) Project Deliverable 5.5 - 29th November 2018</p> <p><a href="https://magic-nexus.eu/documents/d55-report-narratives-behind-cap">MAGIC Deliverable 5.5</a></p>

opencc-by-4.0Oct 2020View details →
zenodo40/100

Policy brief on intergenerational renewal in EU-farming systems. What can policy do?

<p>For a resilient farming system, smooth and sufficient intergenerational renewal is crucial, and it has been defined as one of nine goals for the CAP post-2020. Before implementing specific policy measures and instruments, however, policy makers must determine the degree and nature of the generational renewal problem that needs to be addressed. Also, policies need to focus on increasing the attractiveness of farming as an occupation and lifestyle, as many non-entry decisions are made before measures aimed at the young farmer start to play a role. Further policy directions include increasing the mobility of land and labour, supporting the management of extreme calamities as they involve a great risk of exit and non-entry and facilitating the provision of personal and farm-specific advice and coaching. The power and responsibility of national and regional governments to address these issues is often underestimated and overlooked.</p>

opencc-by-4.0Aug 2019View details →
zenodo40/100

Policy options for resilience-enhancing farm demographics

<p>European agriculture as well as the wider economy face substantial demographic changes in the upcoming decades. The baby boomer generation will retire within the next 10 to 15 years and the cohorts of the young generations which will enter the labour market in the next decades are much smaller in size. Accordingly, the farming sector will have to compete with other sectors and urban areas which offer attractive career prospects. The SURE-Farm project seeks to better understand the sustainability and resilience of European farming systems, including the challenges related to farm demographics and what this means for structural change. This policy brief aims to tie the findings of SURE-Farm on farm demographics with policy options which may enable resilient farm structures.</p>

opencc-by-4.0May 2020View details →
zenodo40/100

Supporting material for 'Eighty-six EU policy options for reducing imported deforestation'

<p>This dataset constitutes supporting material to the publication &#39;Eighty-six EU policy options for reducing imported deforestation&#39;, forthcoming in the journal One Earth. Contained in this dataset are the 1,141 original policy proposals that are identified in grey literature and a European Commission (EC) public consultation, as well as the assessment of the political feasibility of each of the 86 summary policy options derived from the original proposals. Political feasibility is assessed across three determinants: (1) &lsquo;advocacy&rsquo;, which measure the support for a policy across different actors; (2) &lsquo;institutional setting&rsquo;, which captures the institutional complexity of defining and adopting a given policy; and (3) &lsquo;costs&rsquo;, which express the magnitude and distribution of societal costs resulting from policy implementation.</p>

opencc-by-4.0Jan 2021View details →
zenodo40/100

Relevance of national policy in the provision of open data on South African higher education sector

<p>Spreadsheet providing breakdown of the national Acts, Bills and Standards relevant to sharing open data on the governance of higher education in South Africa. Data generated as a component of the situational analysis conducted for the &#39;Use of open data in the governance of South African higher education&#39; research project, in the IDRC/WWWF &#39;Exploring Emerging Impacts of Open Data in the South&#39; initiative.</p>

opencc-by-sa-4.0May 2014View details →
zenodo40/100

Policies of Research Institutions Requiring Open Access Depositing

<p>ROARMAP (http://roarmap.eprints.org) has been queried for policies of research institutions which require Open Access depositing of a version of all publications authored by their researchers. This data was needed to explain some of the outcomes of a study about the proportions of Open Access publishing in the European Research Area (ERA) as well as in Brazil, Canada, Japan and the USA (Archambault et al. 2014).</p>

opencc-by-4.0May 2015View details →
zenodo40/100

ROARMAP Open Access Policy data

<p>This data is a dump from ROARMAP [http://roarmap.eprints.org/] taken in June 2015.</p> <p>ROARMAP&nbsp; is the Registry of Open Access Repository Mandates and Policies, a searchable international registry charting the growth of open access mandates and policies adopted by universities, research institutions and research funders that require or request their researchers to provide open access to their peer-reviewed research article output by depositing it in an open access repository.</p> <p>A number of fields have been added including country names, repository urls, continent etc.</p> <p>The data is being used for a series of data visualisations [http://pasteur4oa-dataviz.okfn.org/] for the PATEUR4OA Project [http://pasteur4oa.eu/].</p> <p>&nbsp;</p> <p>PASTEUR4OA (Open Access Policy Alignment Strategies for European Union Research) aims to support the European Commission&rsquo;s Recommendation to Member States of July 2012 that they develop and implement policies to ensure Open Access to all outputs from publicly-funded research. &nbsp;</p> <p>PASTEUR4OA will help develop and/or reinforce open access strategies and policies at the national level and facilitate their coordination among all Member States. It will build a network of centres of expertise in Member States that will develop a coordinated and collaborative programme of activities in support of policymaking at the national level under the direction of project partners.</p>

opencc-zeroJun 2015View details →

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Allen Brain Atlas

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allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

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abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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Your academic CV and NIH biosketch

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