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8,537 results for “Openness”

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edi44/100

Canopy opening increased leaf shredding arthropods and nutrient mineralization but not mass loss in a wet tropical forest

Canopy opening increased leaf shredding arthropods and nutrient mineralization but not mass loss in a wet tropical forest Support for this work was provided by grants BSR-8811902, DEB-9411973, DEB-9705814 , DEB-0080538, DEB-0218039 , DEB-0620910 , DEB-1239764, DEB-1546686, and DEB-1831952 from the National Science Foundation to the University of Puerto Rico as part of the Luquillo Long-Term Ecological Research Program. Additional support provided by the University of Puerto Rico and the International Institute of Tropical Forestry, USDA Forest Service.

openCC (other)Apr 2023View details →
edi44/100

Individual and community flowering phenology, seed counts and pollinator visitation rates in shrub and open plots across Niwot Ridge, 2019 - 2021.

Climate-change induced alterations in environmental conditions in the alpine tundra has led to the expansion of woody shrubs, known as “shrubification.” Shrubification is thought to change microclimatic conditions, potentially leading to changes in plant community composition. Shrubification has been taking place at Niwot Ridge, a Long Term Ecological Research site nestled in the mountains of Colorado, for the past 40 years. Thus far, Niwot Ridge has seen some change in alpine plant communities due to shrubification, and changes in plant reproductive capacity and success could lead to future alterations of community composition. One important aspect in plant reproductive success is the timing of flowering, known as flowering phenology. Flowering phenology is controlled partially by environmental conditions, and thus is somewhat plastic for many species. In the first part of my thesis, I explore how shrubification may be causing changes in flowering phenology for 21 different plant species in the alpine tundra community at Niwot Ridge. I conducted an observational study over three years, monitoring the number of flowers present in 54 pairs of shrub-influenced and open plots, totaling 108 plots. I found that there is no difference in the flowering phenology between open and shrub-influenced plots. There is a measurable difference in the number of flowers produced between shrub and open plots, with open plots having more flowers on average, This difference is likely due to there being fewer plants in shrub-influenced plots. A second aspect explores shrub effects on the reproductive success of five different alpine species. In the field season of 2021, I took seeds from these five species from 12 pairs of shrub and open plots, totaling 24 plots. I counted and weighed the seeds to determine reproductive success; there was no difference in reproductive success between shrub and open plots.

openCC (other)Apr 2022View details →
edi44/100

Level of Protection for Areas Designated Protected and Open Space - Ipswich Watershed - Idrisi Raster File.

This datalayer is part of a group of layers used for research in the Ipswich River Watershed. This datalayer shows the level of protection for areas that are defined as Protected and Recreational Open Space by MassGIS (www.state.ma.us/mgis). This layer is derived from the Protected and Recreational Open Space layer provided by for each town. The values are from the Level of Protection (lev_prot) field in the data table. To show the what level of protection open space areas in the Ipswich watered are under.

openCC (other)Jan 2020View details →
edi44/100

Primary Use of Open Space and Protected Land - Ipswich Watershed - Idrisi Raster File.

This datalayer is part of a group of layers used for research in the Ipswich River Watershed. This datalayer shows the primary use of land that is defined as protected by MassGIS. (http://state.ma.us/mgis/). This layer has information derived from the Protected and Recreational Open Space town coverages provided by MassGIS. To provide information about the use of open space.

openCC (other)Jan 2020View details →
edi44/100

Status and Custodianship of Designated Open Space - Ipswich Watershed - Idrisi Raster File.

This datalayer is part of a group of layers used for research in the Ipswich River Watershed. This datalayer shows the Status for areas that are defined as Protected and Recreational Open Space by MassGIS (www.state.ma.us/mgis). This layer is derived from the Protected and Recreational Open Space layer provided by for each town. The values are from the status field (status_fee) field in the data table.

openCC (other)Jan 2020View details →
OpenNeuro40/100

FSL open science dev dataset

Open the record for dataset details and reuse information.

openCC0Jan 2019View details →
OpenNeuro40/100

FSL open science dev dataset

Open the record for dataset details and reuse information.

openCC0Jan 2019View details →
zenodo40/100

Recording of a learner of the Dutch language reading a Dutch position paper about Open Science in the Netherlands

<p>This repo contains a recording I made of me reading the position paper &quot;<a href="https://commons.wikimedia.org/wiki/File:283.002-Erkennen-en-Waarderen-Position-Paper_NL_web.pdf#%7B%7Bint%3Alicense-header%7D%7D">Ruimte voor ieders talent</a>&quot; (<a href="https://commons.wikimedia.org/wiki/File:283.002-Erkennen-en-Waarderen-Position-Paper_EN_web.pdf#%7B%7Bint%3Afiledesc%7D%7D">Room for everyone&#39;s talent</a>) upon first contact, albeit after having read the accompanying post &quot;<a href="https://www.scienceguide.nl/2019/11/erkennen-en-waarderen-moet/">Erkennen en waarderen in de wetenschap gaan drastisch veranderen</a>&quot; by Sicco de Knecht, which provides a summary of the position paper and got me interested in knowing more. That post was not openly licensed, so my recording of reading it cannot be shared, but the position paper is available under the <a href="https://en.wikipedia.org/wiki/en:Creative_Commons">Creative Commons</a> <a href="https://creativecommons.org/licenses/by/3.0/nl/deed.en">Attribution 3.0 Netherlands</a> license, which thus also pre-determines the licensing of this recording of me reading it.</p> <p>The reason I am putting this out here is that I am interested in sharing knowledge in general, including the process of how it was acquired, which is usually not very visible, even if all the relevant teaching materials are available, which is getting more popular but still remains rare overall. For the same reasons, by the way, I am running a <a href="https://github.com/Daniel-Mietchen/learning2code">GitHub repo</a> about my progress in learning programming and querying languages.</p> <p>I have no training in Dutch but am a native speaker of German and fluent in English, through which I can understand Dutch texts fairly easily, and I have read a good number of them (including books but more frequently Wikipedia articles) silently over multiple years, which gave me some idea about how the language works.</p> <p>What is usually neglected when reading silently is pronunciation, e.g. while I passively know how numbers and letters are pronounced in Dutch, I normally read them in English or German when reading Dutch texts silently, since that is quicker and less effort for me, and most of the reading I do is to learn about content, not the respective languages.</p> <p>With the bit of extra time afforded by the present holiday period, I can give some more attention to the language part, and since the topic of the position paper (open science and how we need to adapt incentive structures in the research landscape around that) is one that I deeply care about, I could also imagine coming back to the text occasionally to track my progress over time.</p> <p>So if you are interested in the process of language acquisition or in second language acquisition (for me, though, Dutch is far from being second) and especially in open education or open science around these topics, I&#39;d appreciate you getting in touch to learn from each other around how such materials can help me and others learn this language or anything else, and how the workflows around that could be streamlined.</p>

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

Data for Research Assessment in the Transition to Open Science. 2019 EUA Open Science and Access Survey Results

<p>This database refers to the data collected by the European University Association (EUA) for its Open Science and Access Survey 2019, which gathered responses from universities and higher education institutions across Europe. The full report published by the association is available at <a href="https://eua.eu/resources/publications/888:research-assessment-in-the-transition-to-open-science.html">https://eua.eu/resources/publications/888:research-assessment-in-the-transition-to-open-science.html</a>.</p> <p>The data included in this database refers only to those universities and higher education institutions that accepted their data to be available in open access (n=174). All information that could lead to the identification of individual universities and higher education institutions was removed from the database (cf. cells highlighted in red). The following files are available:</p> <ul> <li>2019 EUA Open Science and Access Survey</li> <li>Database in the following formats: .xlsx (Microsoft Excel)</li> <li>Survey Codebook: includes information on all the variables and their coding.</li> </ul>

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

Open Source Development Services Company - Global Web Seller

<p><a href="http://globalwebseller.com/open-source-customization.html"><strong>Open Source Development</strong></a> - is very demandable from the customer point of view. Open source development consists of various web development technologies and very user-friendly and also the best option for a client with respect to its customization and cost&nbsp;too. So, I would like to introduce a leading and specialized <a href="http://globalwebseller.com/"><strong>Web development company</strong></a> Global Web Seller an ISO 9001:2008 certified for prior web development service for open source.&nbsp;</p> <p>They provide the following open source development services -&nbsp;</p> <p>1. Joomla</p> <p>2. PHP</p> <p>3. Wordpress</p> <p>4. OsCommerce</p> <p>5. Drupal</p> <p>6. Magento</p> <p>7. Laravel</p> <p>8. Java</p> <p>9. Zend Framework etc.</p> <p>So, here you can avail of complete web designing and development with the best pricing option. All their web developers are highly experienced and capable to provide an innovative and custom eCommerce website, matrimonial portal, real estate portal development, a shopping website and a lot more.&nbsp;</p> <p>Get in touch -&nbsp;</p> <p>Contact Information:</p> <p>01204380622, +91-9818460005, +91-9650657773</p> <p>Write email to your query -&nbsp;sales@globalwebseller.com</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p> <p>&nbsp;</p>

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

Data from Open Research Data: SNSF monitoring report 2017-2018

<p>This file collection is part of Open Research Data: SNSF monitoring report 2017-2018 (doi 10.5281/zenodo.3618123). This report gives a first overview on the research data management practices adopted by researchers since the introduction of the SNSF Open Research Data Policy in 2017.&nbsp;</p> <p>Please cite this data collection as:<br> Milzow, Katrin; von Arx, Martin; Sommer, Corn&eacute;lia; Cahenzli, Julia and Perini, Lionel (February 2020). Data from Open Research Data: SNSF monitoring report 2017-2018.&nbsp;Zenodo (10.5281/zenodo.3618209)</p> <p>Further information is given in the corresponding monitoring report<br> Milzow, Katrin; von Arx, Martin; Sommer, Corn&eacute;lia; Cahenzli, Julia and Perini, Lionel (February 2020). Open Research Data: SNSF monitoring report 2017-2018. Zenodo (10.5281/zenodo.3618123)</p> <p>&nbsp;</p> <p><strong>Contact</strong></p> <p>Swiss National Science Foundation (SNSF)</p> <p>Open Research Data group</p> <p>E-mail: ord@snf.ch</p>

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

VFA T1 mapping | RTHawk (open) vs Siemens (commercial)

<p>The preliminary variable flip angle (VFA) T1 mapping data acquired using:<br> 1.&nbsp;&nbsp;Fully-open (<a href="https://bit.ly/qMRPullseq">https://bit.ly/qMRPullseq</a>) 3D spoiled gradient-echo based RTHawk application<br> 2.&nbsp; Siemens stock sequence 3D FLASH&nbsp;</p> <p>The analysis (fitting and comparison) can be executed online: <a href="http://bit.ly/qmr_vfat1">http://bit.ly/qmr_vfat1</a>&nbsp;</p> <p>GitHub repository for the code:&nbsp;<a href="https://github.com/agahkarakuzu/ismrm20">https://github.com/agahkarakuzu/ismrm20</a></p>

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

Agenda Cultural Alcobendas - Open data website

<p>For this dataset, the data set of Agenda Cultural has been chosen, accessible through the following link: https://datos.alcobendas.org/dataset/2458d605-1fd0-4d16-a1ef-795bc243e152/resource/90836555-54b5-45af-ae67-e7545937f591/download/recurso.json</p> <p>We have chosen Alcobendas open data website: https://datos.alcobendas.org/ as it provides the exposed data sets are offered under open property licenses.</p> <p>For this dataset some of the fields provided by the json web have been selected: Tem&aacute;ticas, Barrio, Nombre del evento, Subtemas, FechaInicio, HoraInicio, FechaFin, HoraFin, Tipos, Perfiles y URL_Ficha.</p>

openodc-byApr 2020View details →
zenodo40/100

VR360 Consumption DataSet - ImAc Open Pilot

<p>This dataset has been created under the framework of the EU H2020 ImAc project<br> (<a href="https://www.imac-project.eu/">https://www.imac-project.eu/</a>). It contains traces from Quality of Service (QoS) and Quality of Experience (QoE) related</p> <p>metrics when watching 360&ordm; videos augmented with access services (mainly subtitles, and sign language),<br> by using different branches of the ImAc player (<a href="http://imac.i2cat.net/player/">http://imac.i2cat.net/player/</a>) in an open environment.</p> <p>The dataset is comprised of two folders related to two pilots launched in the ImAc project, led by a German and a Spanish broadcaster. In total, it contains traces from more than 800 video watching sessions.</p> <p>[More details in the README file.]</p> <p>CONTACT INFO: <a href="mailto:media.team@i2cat.net">media.team@i2cat.net</a></p> <p>&nbsp;</p>

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

10 Women of Digital Humanities: An Analysis of Linked Open Data

<p>This is a spreadsheet of linked open data, including tweets of the 10 female scholars randomly chosen for this project. This is an experimental study, and was prepared for my own learning. Presentation prepared for a Masters seminar in Information Science at uOttawa in Winter 2020.&nbsp;</p> <p>Linked Open Data in the Humanities was taught by Prof. Constance Crompton.</p> <p>10 Women of Digital Humanities: An Analysis of Linked Open Data</p> <p>tags: dh, digital humanities, feminist dh, computational analysis, Voyant, word clouds, vizualization, digital identifiers, open scholarship</p>

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

Fig. 8. Astiella delicatula Jovet. A. Habit. B. Isostylous flower. C. Open isostylous flower. D in Description of 11 new Astiella (Spermacoceae, Rubiaceae) species endemic to Madagascar

Fig. 8. Astiella delicatula Jovet. A. Habit. B. Isostylous flower. C. Open isostylous flower. D. Ovary dissected to show placentation. E. Capsule. Drawn by Marijke Meersman. All from De Block et al. 2173 (BR).

opencc-by-3.0Apr 2017View details →
zenodo40/100

Appendix. Generic nomenclature adopted in the present paper for the nominal species of the Tortonian, which were previously reported under open generic nomenclature. in Tortonian teleost otoliths from northern Italy: taxonomic synthesis and stratigraphic significance

Appendix. Generic nomenclature adopted in the present paper for the nominal species of the Tortonian, which were previously reported under open generic nomenclature.

opencc-by-3.0May 2017View details →
zenodo40/100

- Fore wing with areolet open (a); body and wings colorations variable but usually wings hyaline and body yellow interspersed with black markings (b) …………………………………2 (Epirhyssa) 2. Face smooth to sparsely punctate (A-B), without transverse rugosities ……………………………3 - Face transversely rugulose punctate or transversely striate (a-b) ……………………………………5 in A review of the Afrotropical Rhyssinae (Hymenoptera: Ichneumonidae) with the descriptions of five new species

- Fore wing with areolet open (a); body and wings colorations variable but usually wings hyaline and body yellow interspersed with black markings (b) …………………………………2 (Epirhyssa) 2. Face smooth to sparsely punctate (A-B), without transverse rugosities ……………………………3 - Face transversely rugulose punctate or transversely striate (a-b) ……………………………………5

opencc-by-3.0Jul 2014View details →
zenodo40/100

ERC Locus Ludi. Opening of the Exhibition Ludique ! Jouer dans l'Antiquité in Lyon

<p>LUGDUNUM &ndash; Mus&eacute;e &amp; Th&eacute;&acirc;tres romains reprend et d&eacute;veloppe une exposition con&ccedil;ue par le Mus&eacute;e romain de Nyon sous la direction de V&eacute;ronique Dasen, professeure d&rsquo;arch&eacute;ologie classique &agrave; l&rsquo;Universit&eacute; de Fribourg. Cette exposition vous invite au jeu de la d&eacute;couverte sous le signe du multim&eacute;dia et de l&rsquo;interactivit&eacute;.<br> Plus de 300 objets venus de pr&egrave;s de 40 mus&eacute;es, en Suisse, en France et en Italie se trouvent dans l&rsquo;exposition. Certaines pi&egrave;ces sont uniques, tels ces &eacute;l&eacute;ments de d&icirc;nette conserv&eacute;s &agrave; Reggio Emilia en Italie. Ces collaborations sont exceptionnelles, car les t&eacute;moignages arch&eacute;ologiques en rapport avec le jeu sont rares. Tous ces objets s&rsquo;&eacute;chelonnent sur plus de deux mill&eacute;naires, du 6e av. J.-C. &agrave; aujourd&rsquo;hui avec ldes fen&ecirc;tres ouvertes sur les jeux et jouets des enfants des soci&eacute;t&eacute;s rurales du Maroc contemporain (collection J.-P. Rossie, Mus&eacute;e de Moirans), la r&eacute;ception de l&rsquo;Antiquit&eacute; dans les jeux de soci&eacute;t&eacute; (Prof. Ulrich Sch&auml;dler, Mus&eacute;e suisse du jeu, la Tour-de-Peilz) et les jeux vid&eacute;o (Odyss&eacute;e).<br> Cette exposition fera date car la derni&egrave;re grande exposition sur les jeux et jouets antiques s&rsquo;est d&eacute;roul&eacute;e il y a 30 ans &agrave; Marseille (Jouer dans l&rsquo;Antiquit&eacute; 1991). Elle marque aussi un jubil&eacute;, le 150e anniversaire d&rsquo;une &oelig;uvre pionni&egrave;re, Les jeux des Anciens de Louis-Aim&eacute; Becq de Fouqui&egrave;res (1869).<br> L&rsquo;exposition met en sc&egrave;ne la place des jeux et jouets au cours de la vie, de la petite enfance &agrave; l&rsquo;&acirc;ge adulte. Depuis les hochets du tout-petit, en passant par les jouets mobiles, les poup&eacute;es, les d&icirc;nettes ou les osselets, l&rsquo;exposition s&rsquo;int&eacute;ressera &eacute;galement aux jeux collectifs ou jeux de soci&eacute;t&eacute;. Certains jeux sont encore pratiqu&eacute;s aujourd&rsquo;hui, comme le jeu des 12 points (l&rsquo;anc&ecirc;tre du backgammon), d&rsquo;autres ont compl&egrave;tement disparu comme les noix ou l&rsquo;eph&eacute;drismos, ou jeu du porteur, d&rsquo;autres sont en train de dispara&icirc;tre, comme ceux qui &eacute;taient pratiqu&eacute;s avec des osselets. La plupart des d&eacute;s antiques avaient la m&ecirc;me apparence que nos d&eacute;s modernes, d&rsquo;autres ont un aspect diff&eacute;rent qui pourrait s&rsquo;expliquer par leur fonction divinatoire. L&rsquo;exposition se penchera sur le r&ocirc;le du jeu dans la vie priv&eacute;e et publique, et mettra en &eacute;vidence les fonctions tant&ocirc;t profanes ou sacr&eacute;es des jouets qui ont souvent constitu&eacute; des offrandes lors des rites de passage &agrave; l&rsquo;&acirc;ge adulte.<br> La question des jeux et jouets dans l&rsquo;Antiquit&eacute; conna&icirc;t depuis quelques ann&eacute;es un vif regain d&rsquo;int&eacute;r&ecirc;t dans le milieu scientifique et le grand public. Loin d&rsquo;&ecirc;tre futile, la culture ludique poss&egrave;de de nombreuses facettes qui int&eacute;ressent une large audience &agrave; l&rsquo;heure o&ugrave; le jeu occupe &agrave; nouveau une place centrale dans la vie de tous le jours. Le sujet invite &agrave; s&rsquo;interroger sur les rapports de genre, l&rsquo;&eacute;quilibre entre norme sociale et d&rsquo;exc&egrave;s, la relation entre jeu et &eacute;ducation, ou encore sur le jeu comme promoteur de relations interg&eacute;n&eacute;rationnelles et interculturelles.</p> <p>Movie: Daniela Ventrelli</p> <p>More about: www.locusludi.ch</p>

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

ADCP data of ice-covered and open-channel (macro-turbulent) flow, Pulmanki River, 2016-2020

<p>README of ADCP_data_Lotsari_et_al_Water_opened.zip</p> <p><br> The ADCP data was the basis of the following paper:<br> Macro-turbulent flow and its impacts on sediment transport potential of a subarctic river during ice-covered and open-channel conditions&nbsp;<br> Eliisa Lotsari (1, 2), Michael Dietze (3), Maria K&auml;m&auml;ri (4), Petteri Alho (2,5), Elina Kasvi (6,2)</p> <p>1 Department of Geographical and Historical Studies, University of Eastern Finland, Yliopistokatu 2, P.O. Box 111, FI-80101, Joensuu, Finland. eliisa.lotsari@uef.fi<br> 2 Department of Geography and Geology, University of Turku, FI-20014 Turun yliopisto, Turku, Finland.<br> 3 Section 4.6 Geomorphology, German Research Centre for Geosciences GFZ Potsdam, D-14473 Potsdam, Germany. mdietze@gfz-potsdam.de<br> 4 Finnish Environment Institute, Latokartanonkaari 11, FI-00790 Helsinki, Finland. maria.kamari@ymparisto.fi<br> 5 Finnish Geospatial Research Institute, National Land Survey of Finland, Geodeetinrinne 2, FI-02430, Masala, Finland. mipeal@utu.fi<br> 6 Turku University of Applied Sciences, Joukahaisenkatu 3, FI-20520, Turku, Finland. elina.kasvi@turkuamk.fi</p> <p>(Note: During the time of data gathering, Maria K&auml;m&auml;ri worked at the University of Eastern Finland, and Elina Kasvi at the University of Turku)</p> <p>The data set has been measured with Sontek M9 or S5 sensors, depending on the time step (Table 1).</p> <p>Table 1. The measurement times, their acronyms (applied in the above mentioned publication)<br> and applied sensors. In the acronyms of the measurement times W=winter low flow period, S=spring<br> (snow-melt flood period), A=autumn low flow period. These information are presented also<br> in the Table 1 of the above-mentioned publication.<br> Date&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;Acronym &nbsp;Sensor<br> 17.2.2016&nbsp;&nbsp; &nbsp;W2016&nbsp;&nbsp;&nbsp;&nbsp;M9<br> 25.5.2016&nbsp;&nbsp; &nbsp;S2016&nbsp;&nbsp;&nbsp;&nbsp;S5&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<br> 10.9.2016&nbsp;&nbsp; &nbsp;A2016&nbsp;&nbsp;&nbsp;&nbsp;M9<br> 16.2.2017&nbsp;&nbsp; &nbsp;W2017&nbsp;&nbsp;&nbsp;&nbsp;M9&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<br> 31.5.2017&nbsp;&nbsp; &nbsp;S2017&nbsp;&nbsp;&nbsp;&nbsp;M9&nbsp;&nbsp;&nbsp;&nbsp;<br> 9.9.2017&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;A2017&nbsp;&nbsp;&nbsp;&nbsp;M9&nbsp;&nbsp;&nbsp;&nbsp;<br> 9.2.2018&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;W2018&nbsp;&nbsp;&nbsp;&nbsp;M9&nbsp;&nbsp;&nbsp;&nbsp;<br> 23.5.2018&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;S2018&nbsp;&nbsp;&nbsp;&nbsp;S5&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<br> 8.9.2018&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;A2018&nbsp;&nbsp;&nbsp;&nbsp;S5&nbsp;&nbsp;&nbsp;&nbsp;<br> 8.2.2019&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;W2019&nbsp;&nbsp;&nbsp;&nbsp;M9&nbsp;&nbsp;&nbsp;&nbsp;<br> 21.5.2019&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;S2019&nbsp;&nbsp;&nbsp;&nbsp;M9&nbsp;&nbsp;&nbsp;&nbsp;<br> 6.2.2020&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;W2020&nbsp;&nbsp;&nbsp;&nbsp;M9&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</p> <p>RiverSurveyor Live software, and its most recent version, was used each time.<br> The measurements have been done at Pulmanki River (69&deg;55&#39;59.09&quot; N; &nbsp;28&deg; 2&#39;34.32&quot; E), Northern Finland, during 2016 - 2020.&nbsp;<br> The data is in directories of corresponding measurement times. The measurement<br> locations cs1, cs2, cs3, cs4, csA, csB and csC can be found in the paper (Figs. 1 and 2).&nbsp;<br> The data is in raw Matlab file format, as exported from the RiverSurveyor Live software.<br> The coordinate system is ENU.</p> <p>When used, the referencing to the paper and DOI ( 10.5281/zenodo.3855035 ) are required.</p>

opencc-by-4.0May 2020View details →

ScienceDex guides

Understand access before you commit

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

Compare curated 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.

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.