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8,537 results for “Openness”
Dataset accompanying Riesch et al. 2019. Grazing by wild red deer: management options for the conservation of semi-natural open habitats. Journal of Applied Ecology
<p>This repository contains vegetation biomass and forage quality data used by Riesch et al. in an article accepted in Journal of Applied Ecology.</p> <p>Metadata are provided in the first excel worksheet ('explanation_overview'). For further details please see the original article.</p>
Reti Medievali Open Archive: Metadata in RDF-XML
<p>This RDF-XML dump contains metadata about the items deposited in <em>RM Open Archive</em> converted in Linked Open Data.</p> <p>RM <em>Open Archive</em> is an Open Access scholarly repository, which covers the whole range of medieval studies: social, economic, political and institutional history, as well as cultural, religious and gender representations and practices.</p> <p>RM <em>Open Archive</em> was realised in the frame of the PRIN 2010-2011 project <a href="http://www.medievistica.unina.it/"><em>Concepts, Practices and Institutions of a Discipline: Italian Medieval Studies in 19th and 20th Centuries</em></a>, coordinated by Prof. Roberto Delle Donne at "Federico II" University of Naples. <br> It is under the aegis of the following learned societies, which invite their members to deposit publications. </p> <p><em><a href="http://www.sismed.eu/it/">Società italiana degli storici medievisti</a></em> (Italian Society of Medievalists)</p> <p><em>Consulta per il Medioevo e l'Umanesimo latini</em> (Council for Latin Middle Ages and Humanism)</p> <p><em><a href="http://www.sifr.it/">Società Italiana di Filologia Romanza</a></em> (Italian Society of Romance Philology)</p> <p><em><a href="http://www.paleografi-diplomatisti.org/">Associazione Italiana dei Paleografi e Diplomatisti</a></em> (Italian Association of Paleography and Diplomatics)</p> <p><em><a href="http://www.mediaevistenverband.de/">Mediävistenverband e.V.</a></em> (German Association of Medievalists)</p>
Experteninterview mit Jürgen Christof im Rahmen von Hamburg Open Science
<p>Da sich die HAW Hamburg am hochschulübergreifenden Programm Hamburg Open Science beteiligt, wurde im Rahmen von Hamburg Open Science zur Entwicklung eines Konzeptes für eine Open-Access-freundliche Publikationskultur Jürgen Christof, Direktor der Universitätsbibliothek der Technischen Universität Berlin, interviewt. Das Experteninterview fand am 01.08.2018 an der Universitätsbibliothek der Technischen Universität Berlin statt. Die Länge des Interviews betrug 78 Minuten. Das folgende Transkript wurde auf die relevanten Informationen gekürzt und zur besseren Lesbarkeit stilistisch bearbeitet.</p>
OpenIng - Open Access und Open Educational Resources in den Ingenieurwissenschaften : Fragebogen zur bundesweiten Umfrage
<p>Im Rahmen eines vom Bundesministerium für Bildung und Forschung (BMBF) geförderten Verbundprojekts der TU Darmstadt, TU Braunschweig und der Universität Stuttgart startete im Oktober 2018 eine Befragung zum Publikationsverhalten in den Ingenieurwissenschaften im deutschsprachigen Raum. Ziel des Projekts OpenIng ist, nach den Ergebnissen einer Bedarfsermittlung zielgerichtete Services zu etablieren, die das Publizieren in Open Access erleichtern sollen. Forscherinnen und Forscher waren aufgerufen, sich an der Umfrage zu beteiligen und hiermit an ihr Fach angepasste Services mit zu entwickeln und so den Prozess Richtung freie Verfügbarkeit von Wissenschaft mit zu gestalten. Grundlage für eine Entwicklung neuer Angebote sind die Ergebniss aus den Online-Fragebögen.</p>
Card game "Open Strategist" (English version)
<p>This serious game was created within the library of the University of French Guiana by Marie Latour and Caroline Boiteux to ensure understanding of the main principles of Open Access, and to start the debate on the challenges raised. To this end, the players are invited to reflect on the weight of traditional journals, by comparing these with the Open Access green model. A first approach to the question of the evaluation of research – with its indicators – is proposed. </p> <p>This game was presented for the first time during the Open Access Week 2016, which was organized in Cayenne by the BU, with the financial support of COUPERIN. For this event, a graphic designer, Jordy le Bruchec (Signarama, Cayenne) was hired to create the visuals. Two presentation sessions were organized in Cayenne for PhD students at the “Diversities, health and development in Amazonia” postgraduate school (University of French Guiana). This game was then included as part of the doctoral training offered each year by the library of the University of French Guiana and its PhD students. Other schools and universities then adopted it and tailored it for their events and own training courses: INSA - Lyon, Lilliad - Lille, Claude Bernard University (Lyon 1), etc.</p> <p>In 2019, this game is translated into English to be presented at the IFLA Libraries congress at Athens (Greece) and at LIBER European Libraries congress at Dublin (Ireland). The professional traductor selected was Y.A.N.A Traduction (Cayenne, French Guiana).</p> <p>The library of the University of French Guiana gives the opportunity to download the entire game to be able to use it freely and at no cost in your establishments. Three formats are avaible : JPEG, PDF and InDesign. It is placed under the Creative Commons BY NC SA license, which allows its free re-use provided that the authors are cited and there is no commercial use. It is possible to modify the game: however, all modifications must be exclusively shared under the same license under which the initial game was placed. We would like to remind you that the removal of the logos of the University of French Guiana from the cards and game boards is strictly prohibited.</p> <p>All the files for this game are freely available and downloadable under the Creative Commons BY NC SA license on the permanent archiving site in three formats: JPEG, PDF and InDesign. They are modifiable and distributable, but it is requested not to use them commercially. Institutions interested in buying a copy of the game are offered this possibility: besides the price of the game, fixed price of €30 per game must be paid to the University of French Guiana. This amount will be reinvested in the creation of new educational and enjoyable products, which will be shared with the community! </p> <p>Contact : marie.latour@unc.nc</p>
Board game "Super-Open Researcher" (english version)
<p>This serious borad-game was created within the SCD of the University of French Guiana by Marie Latour and Caroline Boiteux to ensure the understanding of the main principles of Open Access, and to start the debate on the challenges raised.</p> <p>A first version was first presented at the Bobcatsss symposium 2016, which was held at the ENSSIB, in Lyon, under the name “Super Open Librarian”. It was presented by Myriam Gorsse (SCD at the Pierre and Marie Curie University, Paris) and Guillemette Trognot (the “Marie Curie” Library of INSA, Lyon).</p> <p>A second version was then presented during the Open Access Week 2016, which was held in Cayenne, with the financial support of COUPERIN. For this event, a graphic designer, Jordy le Bruchec (Signarama, Cayenne, French Guiana), was hired to create the visuals. Two presentation sessions were organized in Cayenne for PhD students at the “Diversities, health and development in Amazonia” postgraduate school (University of French Guiana). This game was then included as part of the doctoral training offered each year by the SCD of the University of French Guiana and its PhD students. Other schools and universities then adopted it and tailored it for their events and own training courses: INSA - Lyon, Lilliad - Lille, Claude Bernard University (Lyon 1), etc. This French version is avaible at this address : <a href="https://zenodo.org/record/1409702#.XQ0RcutKjRY">https://zenodo.org/record/1409702#.XQ0RcutKjRY</a>.</p> <p>In 2019, this game was translated into English to be presented at the LIBER European Libraries congress. The professional traductor selected was Y.A.N.A Traduction (Cayenne, French Guiana).</p> <p>The library of the University of French Guiana gives the opportunity to download the entire game to be able to use it freely and at no cost in your establishments. It is placed under the Creative Commons BY NC SA license, which allows its free re-use provided that the authors are cited and there is no commercial use. It is possible to modify the game: however, all modifications must be exclusively shared under the same license under which the initial game was placed. We would like to remind you that the removal of the logos of the University of French Guiana from the cards and game boards is strictly prohibited.</p> <p>Contact : marie.latour@unc.nc</p>
Webis Open Directory Project Corpus 2010 (Webis-ODP-10)
<p>The Webis Open Directory Project Corpus 2010 (Webis-ODP-10) is a corpus for the evaluation of cluster labeling algorithms. The corpus contains about 5,000 web pages which are grouped into 4 main categories and 12 subcategories based on the human made <a href="http://www.dmoz.org/">Open Directory Project (ODP)</a> classification. The web pages were collected in May 2010.</p> <p>In order to create the corpus, 4 different categories of the Open Directory Project were chosen: movies, databases, health and recreation. Each of these categories is again consists of up to six subcategories. In the case of movies, these subcategories correspond to six different titles of two directors. The categories were chosen to allow for different settings of experiments. Example for tasks are to distinguish the two directors or to separate web pages about recreation from those about health.</p> <p>For each category, the linked web pages were downloaded if they still existed. Furthermore, web pages which are linked from these web pages were downloaded as well and considered to be in the same category. However, only web pages of a length of 1,000 or more characters (excluding HTML tags and scripts) were kept.</p>
Fee-based Open Access publishing
<p>Statistics of fee-based Open Access publishing, 2005-2019</p>
Courage registry - open dataset 1.1 (July 2019)
<p>The package contains the Linked Data of the COURAGE registry (http://cultural-opposition.eu/registry/) built by the COURAGE H2020 project. The dataset contains collections, featured items, groups, organizations and persons for the better understanding of the cultural heritage of dissent in the former socialist countries.</p>
GROOT (chanGe pROneness Open daTaset)
<p>GROOT (chanGe pROneness Open daTaset)</p> <p>General Information</p> <p>Data Set Characteristics: Multivariate</p> <p>Associated Tasks: Classification</p> <p>Number of Instances: 4183</p> <p>Number of Attributes: 8</p> <p>Missing Values? No</p> <p>Area: Software Engineering</p> <p>Source</p> <p>Cristiano Sousa Melo</p> <p>Matheus Mayron Lima da Cruz</p> <p>Antônio Diogo Forte Martins</p> <p>José Maria da Silva Monteiro Filho</p> <p>Javam de Castro Machado</p> <p>Data Set Information</p> <ul> <li>The data set of this work is generated from the backend source code of a WEB application started in 2013, and until 2018 were collected 8 releases to analyze change-prone classes</li> <li>The dependent variable "will change" has obtained according to [1]</li> <li>The dependent variable "will change" is imbalanced, containing 3871 "not change" (0) labels and 312 "will change" (1) label</li> </ul> <p>Attribute Information</p> <p><strong>instanceID</strong>: It is responsible for identifying each instance of the dataset uniquely.</p> <p><strong>classID</strong>: This column indicates the class from which the information of the row was extracted. It is a value obtained by hashing the name of the class.</p> <p><strong>releaseID</strong>: This column indicates the release from which the information of the row was extracted.</p> <p><strong>CBO (Coupling Between Object) [2]:</strong> A class is coupled to another one if it used its member functions and/or instance variables. CBO provides the number of classes to which a given class is coupled. Range: 0 - 162</p> <p><strong>CC (Cyclomatic Complexity) [3]:</strong> It is a software metric used to indicate the complexity of a program. It is a quantitative measure of the number of linearly independent paths through a program's source code. Range: 0 - 488.0</p> <p><strong>DIT (Depth of Inheritance Tree) [2]:</strong> It is defined as the maximum depth of the inheritance graph of each class. Range: 0 - 7</p> <p><strong>LCOM (Lack of Cohesion on Methods) [2]:</strong> This is the number of pairs of member functions without shared instance variables, minus the number of pairs of members functions with shared instance variables. Range: 0 - 1</p> <p><strong>LOC:</strong> Number of lines of codes. Imports and comments are not included. Range: 0 - 1369</p> <p><strong>NOC (Number Of Children) [2]:</strong> It is the number of direct descendants for each class. Range: 0 - 189</p> <p><strong>RFC (Response For a Class) [2]:</strong> This is the number of methods that can potentially be executed in response to a message received by an object of that class. Range: 0 - 413</p> <p><strong>WMC (Weighted Methods per Class) [2]:</strong> It is the number of methods of a class.Range: 0 - 56</p> <p><strong>class_frequency:</strong> It is the number of appearences that the class has through all the releases. Range: 0 - 8</p> <p><strong>number_of_changes:</strong> It is the number of changes that a class suffered through all the releases. Range: 0 - 7</p> <p><strong>will_change:</strong> It is the dependent variable, the indicator of a class change prone.</p> <p><strong>change_probability:</strong> It is the number of changes divided by the class frequency. Range: 0 - 1</p> <p>References</p> <p>[1] Lu, H., Zhou, Y., Xu, B., Leung, H., and Chen, L. (2012). The ability of object-oriented metrics to predict change-proneness: a meta-analysis. Empirical Software Engineering, 17(3)</p> <p>[2] S. R. Chidamber and C. F. Kemerer, "A metrics suite for object oriented design," in IEEE Transactions on Software Engineering, vol. 20, no. 6, pp. 476-493, June 1994.</p> <p>[3] T. J. McCabe, "A Complexity Measure," in IEEE Transactions on Software Engineering, vol. SE-2, no. 4, pp. 308-320, Dec. 1976.</p>
Dataset: An Open Dataset and Collection Tool for BMS Point Labels
<p>This dataset consists of a set of CSV files each representing a "dump" of point labels from a set of buildings. Most of the files only contain a single column (point labels); several of them also contain other dimensions such as engineering units, Haystack tags and other BACnet object properties.</p>
Media education to Open Science | Education des médias à Open Science
<p><strong>Open Science - an opportunity for science journalism -> Poster in English <em>It's Time</em></strong></p> <p>Well-known Swiss media such as RTS, Le Temps or NZZ have sometimes relayed dubious scientific articles. This brings the idea of training journalists at Open Science to acquire new tools and avoid the spread of<em> 'flawed or fake science'</em>. The Swiss National Science Foundation (SNSF) has been providing media training to researchers for years. In turn, journalists and institutional communicators could be trained in Open Science to improve - the selection of scientific content to relay - and the accuracy of the reports. A proposal was formulated in the form of posters at the <a href="http://memento.epfl.ch/event/swissuniversities-open-science-action-plan-kick-of/">swissuniversities Open Science Action Plan: Kick-Off Forum of 17 October 2019</a>. Swissuniversities and the SNSF can unite and begin to make a commitment to raise the awareness of journalists and institutional communicators at Open Science.</p> <p><strong>Open Science - une opportunité pour le journalisme scientifique -> Poster en français <em>Il est Temps</em></strong></p> <p>Des médias réputés tels que la RTS, Le Temps ou la NZZ ont parfois relayé des articles scientifiques douteux. Ce qui amène l’idée d’une formation des journalistes à Open Science pour aquérir de nouveaux outils et éviter la propagation de '<em>flawed ou fake science'. </em>Le Fond National Suisse (FNS) offre des formations aux médias aux chercheurs depuis des années. A leur tour, les journalistes et communicants institutionnels pourraient être formés à Open Science pour améliorer - la sélection de contenus scientifiques à relayer - et la précision des comptes rendus. Une proposition a été formulée sous forme de posters à l’occasion de <a href="http://memento.epfl.ch/event/swissuniversities-open-science-action-plan-kick-of/">swissuniversities Open Science Action Plan: Kick-Off Forum du 17 octobre 2019</a>. Swissuniversities et le FNS peuvent s'unir et commencer à s’engager à sensibiliser les journalistes et communiquants institutionnels à Open Science.</p>
Open Access Publications at the Université de Lorraine (France) 2012-2018
<p>This file contains three datasets regarding the publications by authors affiliated with Université de Lorraine in open access journals from 2012 to 2018 :</p> <ul> <li>first tab: data from a large bibliographic database (Web of Science) enriched with affiliation data and APC expenses</li> <li>second tab: data from the university's accounting software (SIFAC) enriched with affiliation data</li> <li>third tab: data from the OpenEdition Journals platform enriched with affiliation data</li> </ul>
Tutorial Data Bundle for PyPSA-Eur: An Open Optimisation Model of the European Transmission System
<p><strong>PyPSA-Eur</strong> is an open model dataset of the European power system at the transmission network level that covers the full ENTSO-E area. It can be built using the code provided at <a href="https://github.com/PyPSA/PyPSA-eur">https://github.com/PyPSA/PyPSA-eur</a>.</p> <p><strong>It contains</strong> alternating current lines at and above 220 kV voltage level and all high voltage direct current lines, substations, an open database of conventional power plants, time series for electrical demand and variable renewable generator availability, and geographic potentials for the expansion of wind and solar power.</p> <p><strong>Not all data dependencies</strong> are shipped with the <a href="https://github.com/PyPSA/PyPSA-eur">code repository</a>, since git is not suited for handling large changing files. Instead we provide separate <strong>data bundles</strong> to be downloaded and extracted as noted in the <a href="https://pypsa-eur.readthedocs.io/en/latest/installation.html">documentation</a>.</p> <p>This is the <strong>lightweight</strong> data bundle to be used for the <a href="https://pypsa-eur.readthedocs.io/en/latest/tutorial.html">PyPSA-Eur tutorial</a>. It excludes large bathymetry and natural protection area datasets.</p> <p>While the <a href="https://github.com/PyPSA/PyPSA-eur">code</a> in PyPSA-Eur is released as free software under the <a href="https://www.gnu.org/licenses/gpl-3.0.en.html">GPLv3</a>, <strong>different licenses and terms of use</strong> apply to the various input data, which are summarised and linked below:</p> <p><strong>corine/*</strong></p> <ul> <li>CORINE Land Cover (CLC) database</li> <li><strong>Source:</strong> <a href="https://land.copernicus.eu/pan-european/corine-land-cover/clc-2012/">https://land.copernicus.eu/pan-european/corine-land-cover/clc-2012/</a></li> <li><strong>Extract from Terms of Use:</strong></li> </ul> <blockquote> <p>Access to data is based on a principle of full, open and free access as established by the Copernicus data and information policy Regulation (EU) No 1159/2013 of 12 July 2013. This regulation establishes registration and licensing conditions for GMES/Copernicus users and can be found here. Free, full and open access to this data set is made on the conditions that:</p> <ul> <li> <p>When distributing or communicating Copernicus dedicated data and Copernicus service information to the public, users shall inform the public of the source of that data and information.</p> </li> <li> <p>Users shall make sure not to convey the impression to the public that the user's activities are officially endorsed by the Union.</p> </li> <li> <p>Where that data or information has been adapted or modified, the user shall clearly state this.</p> </li> <li> <p>The data remain the sole property of the European Union. Any information and data produced in the framework of the action shall be the sole property of the European Union. Any communication and publication by the beneficiary shall acknowledge that the data were produced “with funding by the European Union”.</p> </li> </ul> </blockquote> <ul> <li><a href="https://land.copernicus.eu/pan-european/corine-land-cover/clc-2012?tab=metadata">https://land.copernicus.eu/pan-european/corine-land-cover/clc-2012?tab=metadata</a></li> </ul> <p><strong>eez/*</strong></p> <ul> <li>World exclusive economic zones (EEZ)</li> <li><strong>Source:</strong> <a href="http://www.marineregions.org/sources.php#unioneezcountry">http://www.marineregions.org/sources.php#unioneezcountry</a></li> <li><strong>Extract from Terms of Use:</strong></li> </ul> <blockquote> <p>Marine Regions’ products are licensed under CC-BY-NC-SA. Please contact us for other uses of the Licensed Material beyond license terms. We kindly request our users not to make our products available for download elsewhere and to always refer to marineregions.org for the most up-to-date products and services.</p> </blockquote> <ul> <li><a href="http://www.marineregions.org/disclaimer.php">http://www.marineregions.org/disclaimer.php</a></li> </ul> <p><strong>naturalearth/*</strong></p> <ul> <li>World country shapes</li> <li><strong>Source:</strong> <a href="https://www.naturalearthdata.com/downloads/10m-cultural-vectors/10m-admin-0-countries/">https://www.naturalearthdata.com/downloads/10m-cultural-vectors/10m-admin-0-countries/</a></li> <li><strong>Extract from Terms of Use:</strong></li> </ul> <blockquote> <p>All versions of Natural Earth raster + vector map data found on this website are in the public domain. You may use the maps in any manner, including modifying the content and design, electronic dissemination, and offset printing. The primary authors, Tom Patterson and Nathaniel Vaughn Kelso, and all other contributors renounce all financial claim to the maps and invites you to use them for personal, educational, and commercial purposes.</p> <p>No permission is needed to use Natural Earth. Crediting the authors is unnecessary.</p> </blockquote> <ul> <li><a href="http://www.naturalearthdata.com/about/terms-of-use/">http://www.naturalearthdata.com/about/terms-of-use/</a></li> </ul> <p><strong>NUTS_2013_60M_SH/*</strong></p> <ul> <li>Europe NUTS3 regions</li> <li><strong>Source:</strong> <a href="https://ec.europa.eu/eurostat/web/gisco/geodata/reference-data/administrative-units-statistical-units">https://ec.europa.eu/eurostat/web/gisco/geodata/reference-data/administrative-units-statistical-units</a></li> <li><strong>Extract from Terms of Use:</strong></li> </ul> <blockquote> <p>In addition to the general copyright and licence policy applicable to the whole Eurostat website, the following specific provisions apply to the datasets you are downloading. The download and usage of these data is subject to the acceptance of the following clauses:</p> <ol> <li> <p>The Commission agrees to grant the non-exclusive and not transferable right to use and process the Eurostat/GISCO geographical data downloaded from this page (the "data").</p> </li> <li> <p>The permission to use the data is granted on condition that: the data will not be used for commercial purposes; the source will be acknowledged. A copyright notice, as specified below, will have to be visible on any printed or electronic publication using the data downloaded from this page.</p> </li> </ol> </blockquote> <ul> <li><a href="https://ec.europa.eu/eurostat/web/gisco/geodata/reference-data/administrative-units-statistical-units">https://ec.europa.eu/eurostat/web/gisco/geodata/reference-data/administrative-units-statistical-units</a></li> <li><a href="https://ec.europa.eu/eurostat/about/policies/copyright">https://ec.europa.eu/eurostat/about/policies/copyright</a></li> </ul> <p><strong>ch_cantons.csv</strong></p> <ul> <li>Mapping between Swiss Cantons and NUTS3 regions</li> <li><strong>Source:</strong> <a href="https://en.wikipedia.org/wiki/Data_codes_for_Switzerland">https://en.wikipedia.org/wiki/Data_codes_for_Switzerland</a></li> <li><strong>Extract from Terms of Use:</strong></li> </ul> <blockquote> <p>Creative Commons Attribution-ShareAlike 3.0 Unported License</p> </blockquote> <ul> <li><a href="https://en.wikipedia.org/wiki/Data_codes_for_Switzerland">https://en.wikipedia.org/wiki/Data_codes_for_Switzerland</a></li> </ul> <p><strong>EIA_hydro_generation_2000_2014.csv</strong></p> <ul> <li>Hydroelectricity generation per country and year</li> <li><strong>Source:</strong> <a href="https://www.eia.gov/beta/international/data/browser/#/?pa=000000000000000000000000000000g&c=1028i008006gg6168g80a4k000e0ag00gg0004g800ho00g8&ct=0&ug=8&tl_id=2-A&vs=INTL.33-12-ALB-BKWH.A&cy=2014&vo=0&v=H&start=2000&end=2016">https://www.eia.gov/beta/international/data/browser/#/?pa=000000000000000000000000000000g&c=1028i008006gg6168g80a4k000e0ag00gg0004g800ho00g8&ct=0&ug=8&tl_id=2-A&vs=INTL.33-12-ALB-BKWH.A&cy=2014&vo=0&v=H&start=2000&end=2016</a></li> <li><strong>Extract from Terms of Use:</strong></li> </ul> <blockquote> <p>Public domain and use of EIA content: U.S. government publications are in the public domain and are not subject to copyright protection. You may use and/or distribute any of our data, files, databases, reports, graphs, charts, and other information products that are on our website or that you receive through our email distribution service. However, if you use or reproduce any of our information products, you should use an acknowledgment, which includes the publication date, such as: "Source: U.S. Energy Information Administration (Oct 2008)."</p> </blockquote> <ul> <li><a href="https://www.eia.gov/about/copyrights_reuse.php">https://www.eia.gov/about/copyrights_reuse.php</a></li> </ul> <p><strong>hydro_capacities.csv</strong></p> <p>Hydroelectricity generation and storage capacities</p> <ul> <li><strong>Source:</strong> <ul> <li> <p>A. Kies, K. Chattopadhyay, L. von Bremen, E. Lorenz, D. Heinemann, RESTORE 2050 Work Package Report D12: Simulation of renewable feed-in for power system studies., Tech. rep., RESTORE 2050 (2016).</p> </li> <li> <p>B. Pfluger, F. Sensfuß, G. Schubert, J. Leisentritt, Tangible ways towards climate protection in the European Union (EU Long-term scenarios 2050), Fraunhofer ISI. <a href="https://www.isi.fraunhofer.de/content/dam/isi/dokumente/ccx/2011/Final_Report_EU-Long-term-scenarios-2050.pdf">https://www.isi.fraunhofer.de/content/dam/isi/dokumente/ccx/2011/Final_Report_EU-Long-term-scenarios-2050.pdf</a></p> </li> </ul> </li> </ul> <p><strong>je-e-21.03.02.xls</strong></p> <ul> <li>Population and GDP data for Swiss Cantons</li> <li><strong>Source:</strong> <a href="https://www.bfs.admin.ch/bfs/en/home/news/whats-new.assetdetail.7786557.html">https://www.bfs.admin.ch/bfs/en/home/news/whats-new.assetdetail.7786557.html</a></li> <li><strong>Extract from Terms of Use:</strong></li> </ul> <blockquote> <p>Information on the websites of the Federal Authorities is accessible to the public. Downloading, copying or integrating content (texts, tables, graphics, maps, photos or any other data) does not entail any transfer of rights to the content.</p> <p>Copyright and any other rights relating to content available on the websites of the Federal Authorities are the exclusive property of the Federal Authorities or of any other expressly mentioned owners.</p> <p>Any reproduction requires the prior written consent of the copyright holder. The source of the content (statistical results) should always be given. Anyone who intends on using statistical results for commercial purposes or gain must obtain an authorisation pursuant to Art. 13 of the Fee Ordinance and is liable to pay an indemnity. Please contact the FSO for this purpose.</p> </blockquote> <ul> <li><a href="https://www.bfs.admin.ch/bfs/en/home/fso/swiss-federal-statistical-office/terms-of-use.html">https://www.bfs.admin.ch/bfs/en/home/fso/swiss-federal-statistical-office/terms-of-use.html</a></li> <li><a href="https://www.bfs.admin.ch/bfs/de/home/bfs/oeffentliche-statistik/copyright.html">https://www.bfs.admin.ch/bfs/de/home/bfs/oeffentliche-statistik/copyright.html</a></li> </ul> <p><strong>nama_10r_3gdp.tsv.gz</strong></p> <ul> <li>Gross domestic product (GDP) by NUTS3 region</li> <li><strong>Source:</strong> <a href="http://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=nama_10r_3gdp&lang=">http://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=nama_10r_3gdp&lang=</a></li> <li><strong>Extract from Terms of Use:</strong></li> </ul> <blockquote> <p>Eurostat has a policy of encouraging free re-use of its data, both for non-commercial and commercial purposes. All statistical data, metadata, content of web pages or other dissemination tools, official publications and other documents published on its website, with the exceptions listed below, can be reused without any payment or written licence provided that:</p> <ul> <li> <p>the source is indicated as Eurostat;</p> </li> <li> <p>when re-use involves modifications to the data or text, this must be stated clearly to the end user of the information.</p> </li> </ul> <p>Exceptions</p> <ul> <li> <p>The permission granted above does not extend to any material whose copyright is identified as belonging to a third-party, such as photos or illustrations from copyright holders other than the European Union. In these circumstances, authorisation must be obtained from the relevant copyright holder(s).</p> </li> <li> <p>Logos and trademarks are excluded from the above mentioned general permission, except if they are redistributed as an integral part of a Eurostat publication and if the publication is redistributed unchanged.</p> </li> <li> <p>When reuse involves translations of publications or modifications to the data or text, this must be stated clearly to the end user of the information. A disclaimer regarding the non-responsibility of Eurostat shall be included.</p> </li> </ul> </blockquote> <ul> <li><a href="https://ec.europa.eu/eurostat/about/policies/copyright">https://ec.europa.eu/eurostat/about/policies/copyright</a></li> </ul> <p><strong>nama_10r_3popgdp.tsv.gz</strong></p> <ul> <li>Population by NUTS3 region</li> <li><strong>Source:</strong> <a href="http://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=nama_10r_3popgdp&lang=en">http://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=nama_10r_3popgdp&lang=en</a></li> <li><strong>Extract from Terms of Use:</strong></li> </ul> <blockquote> <p>Eurostat has a policy of encouraging free re-use of its data, both for non-commercial and commercial purposes. All statistical data, metadata, content of web pages or other dissemination tools, official publications and other documents published on its website, with the exceptions listed below, can be reused without any payment or written licence provided that:</p> <ul> <li> <p>the source is indicated as Eurostat;</p> </li> <li> <p>when re-use involves modifications to the data or text, this must be stated clearly to the end user of the information.</p> </li> </ul> <p>Exceptions</p> <ul> <li> <p>The permission granted above does not extend to any material whose copyright is identified as belonging to a third-party, such as photos or illustrations from copyright holders other than the European Union. In these circumstances, authorisation must be obtained from the relevant copyright holder(s).</p> </li> <li> <p>Logos and trademarks are excluded from the above mentioned general permission, except if they are redistributed as an integral part of a Eurostat publication and if the publication is redistributed unchanged.</p> </li> <li> <p>When reuse involves translations of publications or modifications to the data or text, this must be stated clearly to the end user of the information. A disclaimer regarding the non-responsibility of Eurostat shall be included.</p> </li> </ul> </blockquote> <ul> <li><a href="https://ec.europa.eu/eurostat/about/policies/copyright">https://ec.europa.eu/eurostat/about/policies/copyright</a></li> </ul> <p><strong>time_series_60min_singleindex_filtered.csv</strong></p> <ul> <li>ENTSO-E hourly per-country load profiles</li> <li><strong>Source:</strong> <a href="https://data.open-power-system-data.org/time_series/2019-06-05/time_series_60min_singleindex.csv">https://data.open-power-system-data.org/time_series/2019-06-05/time_series_60min_singleindex.csv</a></li> <li><strong>Extract from Terms of Use:</strong></li> </ul> <blockquote> <p>Attribution in Chicago author-date style should be given as follows: "Open Power System Data. 2019. Data Package Time series. Version 2019-06-05. <a href="https://doi.org/10.25832/time_series/2019-06-05">https://doi.org/10.25832/time_series/2019-06-05</a>. (Primary data from various sources, for a complete list see URL)."</p> </blockquote> <ul> <li><a href="https://data.open-power-system-data.org/time_series/2019-06-05/README.md">https://data.open-power-system-data.org/time_series/2019-06-05/README.md</a></li> </ul>
Figure 1 in Unusual winter zooplankton bloom in the open southern Adriatic Sea
Figure 1. Map of investigated area with noted stations over 2 investigated transects.
Addiitonal Files for The OMG dataset: An Open MetaGenomic corpus for mixed-modality genomic language modeling
<p>Additional Files 1-3 for "The OMG dataset: An Open MetaGenomic corpus for mixed-modality genomic language modeling"</p> <p> </p>
Dataset for the study: Closed-boundary reflections of shallow water waves as an open challenge for physics-informed neural networks
<p>This dataset supports a study on using Physics-Informed Neural Networks (PINNs) to solve the 1D-Shallow Water Equations. It focuses on closed boundary reflection test cases, which are crucial for accurately modeling geophysical fluid dynamics in coastal regions, particularly for storm surge and flood modeling. Properly representing reflections is also essential for accurately modeling related phenomena, such as Kelvin waves and amphidromic systems, which influence coastal water levels during such events. The individual sub-datasets in NetCDF format provide the results used for one figure each. The data arrays within the datasets are named with reference to the figures for ease of comparison. <br><br>Cite as: Demir, K.T.; Logemann, K.; Greenberg, D.S. Closed-Boundary Reflections of Shallow Water Waves as an Open Challenge for Physics-Informed Neural Networks. <em>Mathematics</em> 2024, <em>12</em>, 3315. <a href="https://doi.org/10.3390/math12213315">https://doi.org/10.3390/math12213315</a></p>
Open Datasets for the Manuscript Submitted to Geophysical Research Letters
<ol> <li>Hourly land surface temperature data derived from GOES-R</li> <li>Hourly land surface temperature data derived from Himawari-8</li> <li>MODIS land surface temperature</li> <li>Urban-rural delineation</li> <li>Annual temperature cycle modeling results</li> </ol>
Direct evidence for nest predation by the edible dormouse (Glis glis, Rodentia) in open-cup nesting songbirds
<p>Here we provide the first direct evidence, with the use of time-lapse video surveillance, that edible dormouse (Glis glis), depredated eggs and nestlings of two open-nesting passerine species, the Eurasian blackcap (Sylvia atricapilla), and the common blackbird (Turdus merula) in a central European woodland. In the blackcap, we detected three predation events. In the first two cases, edible dormouse flushed away incubating/brooding females and preyed upon either the eggs or the nestlings. The third case documents egg predation on an abandoned nest. The fourth case (two files and b) documents an attempt to forage on eggs in an abandoned nest of song thrush (Turdus philomelos). Note that an Apodemus mouse brought an egg into this nest before. In the blackbird (files Case 5a,b), we document a single case of dormouse attacking a brooding female. The female and nestlings managed to escape. Our data bring another piece of evidence for dormice predation on Passerine birds and they highlight the value of direct nest surveillance for documenting rodent predatory impact on birds.</p> <p> </p> <p>File names match the order of the cases as desribed in the paper published in Journal of Vertebrate Biology <a href="https://doi.org/10.25225/jvb.24090">https://doi.org/10.25225/jvb.24090</a>. Files labelled as "edited" contain scenes with the predations events only.</p>
SKOS-based version of the open tree of life
<p>This is a <a href="https://www.w3.org/TR/skos-primer/">SKOS</a>-based representation of the data from :</p> <ul> <li>Open Tree of Life reference taxonomy version 3.6 <ul> <li>Version 3.6 draft 1 was generated on 18 September, 2023.</li> <li><a href="https://files.opentreeoflife.org/ott/ott3.6/ott3.6.tgz">Download</a></li> </ul> </li> </ul> <p>This SKOS representation was generated with the <a href="https://ontop-vkg.org/guide/cli.html#ontop-materialize">ontop tool </a>configuration files in <a href="https://github.com/digital-botanical-gardens-initiative/earth_metabolome_ontology/tree/main/ontop_config/open-tree-of-life">here</a> .</p> <p><strong>Version note:</strong> In this version, OS undesired files were deleted.</p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
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.
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.
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.