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3,101 results for “Historical”

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zenodo40/100

Rye microgrid historical weather forecasts and stochastic scenarios

<p>This datasets connects historical weather forecasts&nbsp;from the Norwegian Meteorological Institute (met.no) and historical observations from Rye microgrid (https://doi.org/10.5281/zenodo.4448894).</p> <p>Each csv file represents a historical weather forecast for approximately 60 hours ahead. Each csv-file also contains the corresponding observations in the same time interval. Finally, the files also contain load, wind generation and solar PV generation predicitons.</p> <p>The predictions are generated using gradient boosting. The predictions ending with &quot;_ls&quot; are based on least square. The predictions ending with &quot;_quantile_i&quot; represent a quantile prediction. For example, &quot;wind_quantile_2&quot; means that there is a 20% probability the wind will be less than this value.</p> <p>The gradient boosting predictor has been trained to predict the wind power, solar power and load using the explanatory variables below:</p> <p>Solar PV: Cloud area fraction, initial production, clear sky production and forecast look-ahead time</p> <p>Wind power: wind speed, wind direction, wind power converted from wind speed forecast, initial production and forecast look-ahead time</p> <p>Load: hour of day, month of year</p>

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

Data from: Refining the evolutionary time machine: an assessment of whole genome amplification using single historical Daphnia eggs

<p>This dataset contains the original raw sequence files used in the associated publication &quot;Refining the evolutionary time machine: an assessment of whole genome amplification using single historical <em>Daphnia</em> eggs&quot; by O&#39;Grady, Dhandapani, Colbourne &amp; Frisch in Molecular Ecology Resources. DOI:10.1111/1755-0998.13524</p> <p>&nbsp;</p> <p>(filename &gt; name used in associated publication)</p> <p>DF1_ATTACTC-GGCTCTG_L008_R1_001.fastq.gz -&gt; DM1<br> DF2_TCCGGAG-GGCTCTG_L008_R1_001.fastq.gz -&gt; DM2<br> DF3_CGCTCAT-GGCTCTG_L008_R1_001.fastq.gz -&gt; DM3<br> DF4_GAGATTC-GGCTCTG_L008_R1_001.fastq.gz -&gt; DM4<br> DF5_CTGAAGC-GGCTCTG_L008_R1_001.fastq.gz -&gt; DM5<br> DF11_CTGAAGC-AGGCGAA_L008_R1_001.fastq.gz -&gt; DM6<br> DF12_TAATGCG-AGGCGAA_L008_R1_001.fastq.gz -&gt; DM7</p> <p>DF6_TAATGCG-GGCTCTG_L008_R1_001.fastq.gz -&gt; DP1<br> DF7_ATTACTC-AGGCGAA_L008_R1_001.fastq.gz -&gt; DP4<br> DF8_TCCGGAG-AGGCGAA_L008_R1_001.fastq.gz -&gt; DP5<br> DF9_CGCTCAT-AGGCGAA_L008_R1_001.fastq.gz -&gt; DP2<br> DF10_GAGATTC-AGGCGAA_L008_R1_001.fastq.gz -&gt; DP3</p> <p>170426_E00397_0064_BHJ2JWALXX_2_TP-D7-004_1.fastq.gz -&gt; DP6 (fw)<br> 170426_E00397_0064_BHJ2JWALXX_2_TP-D7-004_2.fastq.gz -&gt; DP6 (rv)<br> 170426_E00397_0064_BHJ2JWALXX_2_TP-D7-010_1.fastq.gz -&gt; DP7 (fw)<br> 170426_E00397_0064_BHJ2JWALXX_2_TP-D7-010_2.fastq.gz -&gt; DP7 (rv)</p> <p>170426_E00397_0064_BHJ2JWALXX_2_TP-D7-005_1.fastq.gz -&gt; DP8 (fw)<br> 170426_E00397_0064_BHJ2JWALXX_2_TP-D7-005_2.fastq.gz -&gt; DP8 (rv)<br> 170426_E00397_0064_BHJ2JWALXX_2_TP-D7-006_1.fastq.gz -&gt; DP9 (fw)<br> 170426_E00397_0064_BHJ2JWALXX_2_TP-D7-006_2.fastq.gz -&gt; DP9 (rv)</p>

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

Swiss Institutions and Online Ressources for the Historical Sciences

<p><strong>Datens&auml;tze aus der Datenbank&nbsp;infoclio.ch.</strong></p> <p>Die Datenbank des Fachportals f&uuml;r die Geschichtswissenschaften der Schweiz (infoclio.ch) enth&auml;lt 1677 Datens&auml;tze zu schweizerischen Institutionen und 1326 Datens&auml;tze zu Online Ressourcen, die f&uuml;r die Geschichtswissenschaften von Bedeutung sind. Es sind lediglich Institutionen aus der Schweiz erfasst: historische Departemente, wichtige Bibliotheken, Archive sowie Forschungseinrichtungen und historische Gesellschaften. Unter den Bereich Online Ressourcen fallen online zug&auml;ngliche Ressourcen wie Bibliothekskataloge, Inventare von Archiven, Quelleneditionen, Bibliografien, diverse Datenbanken etc.</p> <p>Die Datens&auml;tze enthalten einen Link zur Institution oder Online Ressource und einen kurzen Beschreibungstext. Bei den Institutionen ist zus&auml;tzlich die Adresse verzeichnet.</p> <p>Die Datens&auml;tze enthalten als Metadaten folgende Taxonomien: Formaler Schl&uuml;ssel, Region, Epoche, Thema und Schlagworte. Die vollst&auml;ndigen Taxonomien sind in vier Sprachen in einer separaten Datei verf&uuml;gbar.</p> <p><br> <strong>Verkn&uuml;pfungen zwischen den Datens&auml;tzen:</strong></p> <p>Viele der Online Ressourcen geh&ouml;ren zu einer Institution. Die entsprechende Verkn&uuml;pfung l&auml;sst sich in den Datens&auml;tzen der Online-Ressourcen mit der unter &lt;institution-reference-nid&gt; verzeichnete Nummer herstellen.</p> <p>Alle Datens&auml;tze sind mindestens in einer deutschen und einer franz&ouml;sischen Version vorhanden. Einige Datens&auml;tze sind zus&auml;tzlich in einer englischen und/oder einer italienischen Version verf&uuml;gbar. Die Verkn&uuml;pfung zwischen den &Uuml;bersetzungen kann &uuml;ber &lt;translated-from-nid&gt; hergestellt werden.</p> <p>Die Datens&auml;tze wurde 2008/2009 erstellt und 2017/2018 letztmals aktualisiert.</p> <p>########################</p> <p><strong>Jeu de donn&eacute;es de la base de donn&eacute;es infoclio.ch</strong></p> <p>La base de donn&eacute;es du portail professionnel suisse pour les sciences historiques en Suisse infoclio.ch contient 1677 fiches sur les institutions et 1326 fiches sur les ressources en ligne qui pr&eacute;sentent un int&eacute;r&ecirc;t pour les sciences historiques. Parmi les institutions sont recens&eacute;s principalement les d&eacute;partements d&rsquo;histoire des universit&eacute;s, les biblioth&egrave;ques, les archives, les centres de recherche et les soci&eacute;t&eacute;s d&rsquo;histoire de la Suisse. Parmi les ressources num&eacute;riques sont recens&eacute;es des ressources utilisables en ligne comme des catalogues de biblioth&egrave;ques, des inventaires d&rsquo;archives, des bases de donn&eacute;es, des &eacute;ditions de sources, des bibliographies, etc. &nbsp;</p> <p>Les fiches contiennent un lien web vers l&rsquo;institution ou la ressource en ligne et une courte description. Pour les institutions, l&rsquo;adresse est &eacute;galement mentionn&eacute;e.</p> <p>Les fiches comprennent comme m&eacute;tadonn&eacute;es les taxonomie suivantes: type de ressource, r&eacute;gion, &eacute;poque, th&egrave;me et mot-cl&eacute;s. Les taxonomies compl&egrave;tes en quatre langues sont disponibles dans un fichier s&eacute;par&eacute;.</p> <p><strong>Liens internes entre les fiches</strong></p> <p>De nombreuses ressources en ligne sont li&eacute;es &agrave; des institutions. Dans les fiches des ressources en ligne, le lien correspondant peut &ecirc;tre r&eacute;tabli avec le num&eacute;ro mentionn&eacute; sous &lt;institution-reference-nid&gt;.</p> <p>Toutes les fiches sont disponible au minimum en Allemand et en Fran&ccedil;ais. Certaines fiches sont &eacute;galement disponibles en Anglais et/ou en Italien. Les liens entre les traductions peuvent &ecirc;tre r&eacute;tablis avec le num&eacute;ro mentionn&eacute; sous &lt;translated-from-nid&gt;.</p> <p>Les donn&eacute;es ont &eacute;t&eacute; cr&eacute;&eacute;es en 2008/2009 et actualis&eacute;es pour la derni&egrave;re fois en 2017/2018.</p>

opencc-by-4.0Nov 2018View details →
zenodo40/100

Wood Buffalo Environmental Association (WBEA) Historical Monitoring Data used in "Passive Tracer Modelling at Super-Resolution with WRF-ARW to Assess Mass-Balance Schemes"

<p>Wood Buffalo Environmental Association (WBEA) Historical Monitoring Data from two monitoring stations&nbsp;Bertha Ganter &ndash; Fort McKay and Barge Landing for&nbsp;20 August 2013 to 2 September 2013. This data was used in &quot;Passive Tracer Modelling at Super-Resolution with WRF-ARW to Assess Mass-Balance Schemes&quot; (Fathi et al., 2022 - egusphere-2022-1125) for model output and observational data comparisons. The same data can&nbsp;be accessed and downloaded from &quot;<a href="https://wbea.org/historical-monitoring-data/">https://wbea.org/historical-monitoring-data/</a>&quot;.</p>

opencc-by-4.0Nov 2022View details →
zenodo40/100

historical_spanish_PhD_computer_scientist

<p>Dataset with historical data of all Spanish mathematicians whose doctoral thesis specialised in computer science. It contains data from 1981 to 11 / 2022&nbsp;and has the following 10 columns:</p> <p><br> - author&nbsp;<br> - year of publication<br> - university<br> - country<br> - title of the thesis<br> - subjet<br> - number of mentors<br> - name of mentors<br> - number of students<br> - name of students</p>

opencc-by-4.0Nov 2022View details →
zenodo40/100

Identifying mountain permafrost degradation by repeating historical ERT-measurements - supplement

<p>Ongoing global warming affects the degradation of mountainous permafrost. Permafrost thawing impacts landform evolution, reduces fresh water resources, enhances the potential of natural hazards, and thus has significant socio-economic impact. Electrical resistivity tomography (ERT) has been widely used to map the ice-containing permafrost by its resistivity contrast compared to the surrounding non-frozen medium. We analyse the temporal changes in the resistivity distribution by comparing historical with recently measured ERT profiles. Three periglacial landforms (two rock glaciers and one talus slope) are surveyed in the Swiss and Austrian Alps by repeating historical field campaigns after periods of 10, 12, and 16 years, respectively. The resistivity values have been significantly reduced concerning ice-poor permafrost at all study sites. Interestingly, resistivity values related to ice-rich permafrost in the studied active rock glacier partly increased during the studied time period. To explain this apparent contradictory (in view of observed increase) observation, geomorphological circumstances, such as the relief and creeping behaviour of the active rock glacier, are discussed. Additional remote sensing data indicates an increased velocity in and around the active part with increased resistivity. The present study highlights alpine permafrost degradation resulting from ever-accelerating global warming.</p>

opencc-by-4.0Nov 2022View details →
zenodo40/100

Antarctic Ice Sheet simulations driven by CMIP6 climate models under historical and SSP5-8.5 scenarios

<p><strong>Antarctic Ice Sheet simulations driven by CMIP6 climate models under historical and SSP5-8.5 scenarios</strong></p> <p>This dataset contains output&nbsp;ice sheet model runs forced by climate boundary conditions provided by CMIP6 climate model output. Each experiment set is archived in separate compressed&nbsp;tar.gz files.&nbsp;</p> <p>Description of the experiment sets, including the model setup, key parameters, climate forcings, and their main objectives are documented in Table 1 of Li, DeConto, Pollard (2023) Climate model differences contribute deep uncertainty in future Antarctic ice loss,&nbsp;Science Advances.</p> <p>Two kinds of output are included in each ice sheet run: fort.22 files contain time series of&nbsp;several key variables for the Antarctic Ice Sheet (area, volume, sea-level equivalent, etc.); fort.92.nc files contain 2D and 3D fields such as ice thickness and velocity&nbsp;at specific time slices.</p> <p>&nbsp;</p> <p>&nbsp;</p>

opencc-by-4.0Dec 2022View details →
zenodo40/100

Data set: historical and ethno-linguistic maps covering Western Tigray (1607-2014)

<p>Excerpts of 142 co-eval historical and ethno-linguistic maps covering Western Tigray (Ethiopia).</p> <p>Original data, used to prepare the article</p> <p>Nyssen, J., Biadgilgn Demissie, 2023. Administrative and ethno-linguistic boundaries of Western Tigray (Ethiopia) since 1683. Journal of Maps.</p>

opencc-by-4.0Jan 2023View details →
zenodo40/100

Supplementary material for "Exploring Norn: a historical heritage language of the British Isles"

<p>Supplementary material for &quot;Exploring Norn: a historical heritage language of the British Isles&quot;, by Kari Kinn and George Walkden, to appear in Sara M. Pons Sanz &amp; Louise Sylvester (eds.), Medieval English in a multilingual context, London: Palgrave.</p>

opencc-by-4.0Jan 2023View details →
dryad40/100

Data for: Historical and contemporary processes drive global phylogenetic structure across geographical scales: Insights from bat communities

<p><strong>Aim</strong>: Patterns of evolutionary relatedness among co-occurring species are driven by scale-dependent contemporary and historical processes. Yet, we still lack a detailed understanding of how these drivers impact the phylogenetic structure of biological communities. Here, we focused on bats – one of the most speciose and vagile groups of mammals – and test the predictions of three general biogeographical hypotheses that are particularly relevant to understanding how paleoclimatic stability, local diversification rates, and geographical scales shaped their present-day phylogenetic community structure.</p> <p><strong>Location</strong>: Worldwide, across restrictive geographical extents: global, east-west hemispheres, biogeographical realms, tectonic plates, biomes, and ecoregions.</p> <p><strong>Time period</strong>: Last Glacial Maximum (~22,000 years ago) to the present.</p> <p><strong>Major taxa studied</strong>: Bats (Chiroptera)</p> <p><strong>Methods</strong>: We estimated bat phylogenetic community structure across restrictive geographical extents and modelled it as a function of paleoclimatic stability, and in situ net diversification rates.</p> <p><strong>Results</strong>: Limiting geographical extents from larger to smaller scales strongly changed the phylogenetic structure of bat communities. The magnitude of these effects is less noticeable in the western hemisphere, where frequent among-realm biota interchange could have been maintained through bats' adaptive traits. Highly phylogenetically related bat communities are generally more common in regions that changed less in climate since the last glacial maximum, supporting the expectation that stable climates allow for increased phylogenetic clustering. Finally, increased in situ net diversification rates are associated with greater phylogenetic clustering in bat communities.</p> <p><strong>Main conclusions</strong>: We show that the worldwide phylogenetic structure of bat assemblages varies as a function of geographical extents, dispersal barriers, paleoclimatic stability and in situ diversification. The integrative framework used in our study, which can be applied to other taxonomic groups, has proven useful to not only explain the evolutionary dynamics of community assembly but could also help tackle questions related to scale dependence in community ecology and biogeography.</p>

opencc-zeroFeb 2023View details →
zenodo40/100

FIG. 3 in Bryophytes from Glaziou's historical collections: revisiting the flora of Rio de Janeiro and implications for conservation

FIG. 3. — Species re-collected in the last 30 years; 35% were made during this study, 56% by other collectors.

opencc-zeroSep 2021View details →
zenodo40/100

FIG. 1 in Bryophytes from Glaziou's historical collections: revisiting the flora of Rio de Janeiro and implications for conservation

FIG. 1. — Localities of the collections of Glaziou made in the state of Rio de Janeiro (A) and of other collectors (B).

opencc-zeroSep 2021View details →
zenodo40/100

Historical institutional affiliations of participants in Poland's 1989 Round Table

<p>Data&nbsp;collected by Dr. Domber from:</p> <ul> <li> <p>Okrągły&nbsp;st&oacute;ł&nbsp;.&nbsp;Kto&nbsp;jest&nbsp;kim&nbsp;opozycja&nbsp;(1989)</p> </li> <li> <p>Encyclopedia&nbsp;Solidarności&nbsp;(ESC and&nbsp;IPN)</p> </li> <li> <p>Kto&nbsp;jest Kim w&nbsp;Polsce&nbsp;(1989 and 1993)</p> </li> <li> <p>Opozycja&nbsp;w&nbsp;Polsce.&nbsp;Slownik&nbsp;Biograficzny&nbsp;1956-1989</p> </li> <li> <p>Mołdawa,&nbsp;Ludzie&nbsp;Władza&nbsp;1944-1991</p> </li> <li> <p>Kto&nbsp;jest Kim w&nbsp;Polsce&nbsp;(1989 and 1993)</p> </li> <li> <p>AAN PZPR CC&nbsp;Centralna&nbsp;Kartoteka</p> </li> <li> <p>IPN&nbsp;Biuletyn&nbsp;Informacji&nbsp;Publicznej</p> </li> <li> <p>Internet Searches</p> </li> </ul> <p>&nbsp;</p> <p>Data cleaned by Dr. Bodwin</p>

opencc-by-4.0Apr 2023View details →
zenodo40/100

World Padel Tour historical match data

<p>This dataset contains all World Padel Tour match information available on its webpage. It was obtained via web scraping.</p> <p>This dataset is obtained for educational purposes, it is part of a university course in UOC (Universitat Oberta de Catalunya).</p> <p>The data is in Spanish.</p>

opencc-by-4.0Apr 2023View details →
zenodo40/100

Historical weather data

<p>Historical weather data for model training.</p> <p>Weather data from 4 locations taken from the local stations of the project pilots with the following attributes: atmospheric pressure, dew point, illuminance, precipitation, pressure tendency, relative humidity, temperature, wind direction, wind speed</p>

opencc-by-4.0Apr 2023View details →
dryad40/100

Revisiting the historical scenario of a disease dissemination using genetic data and Approximate Bayesian Computation methodology: the case of Pseudocercospora fijiensis invasion in Africa

<p class="MsoNormal"><span>The reconstruction of geographic and demographic scenarios of dissemination for invasive pathogens of crops is a key step towards improving the management of emerging infectious diseases. Nowadays, the reconstruction of biological invasions typically uses the information of both genetic and historical information to test for different hypotheses of colonization. The Approximate Bayesian Computation framework and its recent Random Forest development (ABC-RF) have been successfully used in evolutionary biology to decipher multiple histories of biological invasions. Yet, for some organisms, typically plant pathogens, historical data may not be reliable notably because of the difficulty to identify the organism and the delay between the introduction and the first mention. We investigated the history of the invasion of Africa by the fungal pathogen of banana, <em>Pseudocercospora fijiensis</em>, by testing the historical hypothesis against other plausible hypotheses. We analysed the genetic structure of eight populations from six eastern and western African countries, using 20 microsatellite markers, and tested competing scenarios of population foundation using the ABC-RF methodology. We do find evidence for an invasion front consistent with the historical hypothesis, but also for the existence of another front never mentioned in historical records. We question the historical introduction point of the disease on the continent. Crucially, our results illustrate that even if ABC-RF inferences may sometimes fail to infer a single, well-supported scenario of invasion, they can be helpful in rejecting unlikely scenarios, which can prove much useful to shed light on disease dissemination routes.</span></p>

opencc-zeroMay 2023View details →
zenodo40/100

Global gridded GDP under the historical and future scenarios

<p>We have extended the time series of global GDP based on Version 5 at https://zenodo.org/record/5880037#.Yyx4lsi5fRQ,&nbsp;which makes the following changes:</p> <p>a) includes annual global&nbsp;GDP from 2000 - 2020, the unit is PPP 2005 international dollars.&nbsp;</p> <p>b) updates the GDP projections for the period 2025 - 2100 at five-year intervals under five SSPs, and the unit is PPP 2005 international dollars, which allows for comparsion against the historical values mention above.</p> <p>This dataset consists of a total of 101 tif images with spatial resolutions of 1 km (in 7 zip files) and 0.25-degree, respectively. The gridded GDP are distributed over land, with Antarctica, oceans, and&nbsp;some non-illuminated or depopulated areas marked as zero. The spatial extents are 90S - 90N and 180E - 180W in standard WGS84 coordinate system.</p> <p>For more details, please refer to the article: Global gridded GDP data set consistent with the shared socioeconomic pathways that is&nbsp;consistent with Version 5 (GDP unit is PPP 2005 U.S. dollars).</p>

opencc-by-4.0May 2023View details →
zenodo40/100

Figure |. Accumulation of species / publication year for the tribe Zammarini, since Distant recognized the tribe in 1905. in A historical overview of the classification of the Neotropical tribe Zammarini (Hemiptera, Cicadidae) with a key to genera

Figure |. Accumulation of species / publication year for the tribe Zammarini, since Distant recognized the tribe in 1905.

opencc-by-4.0Apr 2010View details →
zenodo40/100

SECURES-Met - A European wide meteorological data set suitable for electricity modelling (supply and demand) for historical climate and climate change projections

<p>For the modelling of electricity production and demand, meteorological conditions are becoming more relevant due to the increasing contribution from renewable electricity production. But the requirements on meteorological data sets for electricity modelling are quite high. One challenge is the high temporal resolution, since a typical time step for modelling electricity production and demand is one hour. On the other side the European electricity market is highly connected, so that a pure country based modelling does not make sense and at least the whole European Union area has to be considered. Additionally, the spatial resolution of the data set must be able to represent the thermal conditions, which requires high spatial resolution at least in mountainous regions. All these requirements lead to huge data amounts for historic observations and even more for climate change projections for the whole 21st century. Thus, we have developed an aggregated European wide data set that has a temporal resolution of one hour, covers the whole EU area, has a reasonable size but is considering the high spatial variability. This meteorological data set for Europe for the historical period and climate change projections fulfills all relevant criteria for energy modelling. It has a hourly temporal resolution, considers local effects up to a spatial resolution of 1 km and has a suitable size, as all variables are aggregated to NUTS regions. Additionally meteorological information from wind speed and river run-off is directly converted into power productions, using state of the art methods and the current information on the location of power plants. Within the research project SECURES (https://www.secures.at/) this data set has been widely used for energy modelling.</p> <p>&nbsp;</p> <p>The SECURES-Met dataset provides variables visible in the table.</p> <table> <tbody><tr> <th>Variable</th> <th>Short name</th> <th>Unit</th> <th>Aggregation methods</th> <th>Temporal resolution</th> </tr> </tbody><tbody> <tr> <th>Temperature (2m)</th> <td>T2M</td> <td> <p>&deg;C</p> <p>&deg;C</p> </td> <td> <p>spatial mean</p> <p>population weighted mean (recommended)</p> </td> <td>hourly</td> </tr> <tr> <th>Radiation</th> <td> <p>GLO (mean global radiation)</p> <p>BNI (direct normal irradiation)</p> </td> <td> <p>Wm-2</p> <p>Wm-2</p> </td> <td> <p>spatial mean</p> <p>population weighted mean (recommended)</p> </td> <td>hourly</td> </tr> <tr> <th><strong>Potential Wind Power </strong></th> <td>WP</td> <td>1</td> <td>normalized with potentially available area</td> <td>hourly</td> </tr> <tr> <th><strong>Hydro Power Potential</strong></th> <td> <p>HYD-RES (reservoir)</p> <p>HYD-ROR (run-of-river)</p> </td> <td> <p>MW</p> <p>1</p> </td> <td> <p>summed power production</p> <p>summed power production normalized with average daily production</p> </td> <td>daily</td> </tr> </tbody> </table> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>SECURES-Met is available in a tabular csv format for the historical period (1981-2020, Hydro only until 2010) created from ERA5 and ERA5-Land and two future emission scenarios (<strong>RCP 4.5 </strong>and <strong>RCP 8.5</strong>, both 1951-2100, wind power starting from 1981, hydro power from 1971) created from one CMIP5 EUROCORDEX model (GCM:&nbsp; ICHEC-EC-EARTH, RCM: KNMI-RACMO22E, ensemble run: r12i1p1) on the <strong>spatial aggregation level</strong></p> <ul> <li>NUTS0 (country-wide),</li> <li>NUTS2 (province-wide),</li> <li>NUTS3 (Austria only),</li> <li>and EEZ (Exclusive Economic Zones, offshore only).</li> </ul> <p>The data is divided into the historical (Historical.zip) and the two emission scenarios (Future_RCP45.zip and Future_RCP85.zip), a README file, which describes, how the files are organized,&nbsp; and a folder (Meta.zip), which has information and shape files of the different NUTS levels. As <strong>population weighted</strong> temperature and radiation represent values in geographical areas more relevant for solar power, it is highly relevant to use population weighted files. Spatial mean should be used for reference only.</p> <p>The project SECURES, in which this dataset was produced, was funded by the Climate and Energy Fund (Klima- und Energiefonds) under project number KR19AC0K17532.</p>

opencc-by-4.0May 2023View details →
zenodo40/100

Figure 4. Jareng Bori late historic burial c. 0–429 in Metal-Age Maritime Culture at Jareng Bori Rockshelter, Pantar Island, Eastern Indonesia

Figure 4. Jareng Bori late historic burial c. 0–429 cal. BP layers 4–5 (spits 6–9). Scale bar: 20 cm units.

opencc-by-4.0Nov 2020View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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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.

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

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.

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

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.