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zenodo40/100

Austrian Science Fund (FWF) Open Access Compliance Monitoring 2019

<p><strong>I. Executive summary</strong></p> <p>The Austrian Science Fund (FWF), which is Austria&#39;s main funding organisation for basic research, encourages and helps all project leaders and project staff members to make their peer-reviewed research results freely available on the Internet. Any exceptions must be clearly indicated and justified. For projects that started after 1 January 2015, open access has been compulsory for all peer-reviewed publications. All principal investigators in FWF-funded projects are obliged to submit a final report within three months of completing their projects.</p> <p>In 2019 all in all 565 final reports were submitted to the FWF, 44 out of them couldn&#39;t report publications by now. The publications and other data mentioned in those reports are archived and analysed by the FWF. This report examines the state of compliance with open access requirements on the basis of final project reports submitted in the year 2019.</p> <p>Main findings:</p> <p>-A total of 9.353 publications were listed in the final project reports submitted in 2019.</p> <p>-Of those publications, 7.326 were conclusively identified as peer-reviewed.</p> <p>-Regarding compliance with the FWF&#39;s Open Access Policy, the analysis shows that 89% of the peer-reviewed publications that are listed in the submitted final reports of FWF projects in 2019 are openly accessible (2015: 83%, 2016:&nbsp;&nbsp; 92%, 2017: 90%, 2018: 92%).</p> <p>-The most frequently chosen option is hybrid open access (40%). The share of old open access is 19%, the share of green open access 22% and other open access 8%.</p> <p>-The majority of peer-reviewed publications submitted are journal articles (91%), 91% of which are openly accessible.</p> <p>-The lowest rate of compliance with the FWF&#39;s Open Access Policy can be found in editions, contributions to edited volumes and monographs (42%).</p> <p>-Although open access is not compulsory for non peer-reviewed publications, 43% of&nbsp; those publications are freely available through the internet.</p> <p>-The absolute number of publications listed in final reports in 2019 includes 565 publications that are mentioned several times in different projects; however, those repetitions do not ultimately affect the relative share of open access publications (89%).</p> <p><strong>II. Bias</strong></p> <p>Half of the publications were entered in the FWF&rsquo;s database manually and with utmost care when the final project reports were received. Nevertheless, it is not possible to rule out minor errors entirely. The other half has been submitted to the FWF via a research documentation system (provided by &copy;Researchfish) in which FWF-funded researchers are able to enter and update their research data on an ongoing basis. The last check of the open access status was performed in January 2020. In some cases, the embargo period may have already expired, and publications labelled other open access in the FWF&rsquo;s database may now be accessible through green open access.</p> <p>Whenever the status &quot;peer-reviewed&quot; could not be clearly identified according to FWF guidelines, the publications were classified as non peer-reviewed.</p> <p>Openly available non peer-reviewed publications were entered as &#39;openly available&#39;.</p> <p>&nbsp;</p>

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

US Department of Energy funded publications from Astrophysics Data System

<p>The John G. Wolbach Library, in collaboration with the NASA Astrophysics Data System (ADS), has compiled this bibliography of United States Department of Energy (DOE) funded publications. Grants were identified within the ADS by regular expression matching against article full text. There are over 70,000 articles in the bibliography, with bibliographic information for each publication. This bibliography is being released to explore its possible usage.</p> <p>Please note:</p> <p>Papers may include arXiv preprints (as non-refereed, with arXiv bibcode) and their subsequent journal articles (as refereed, with journal bibcode) as separate and unlinked records</p> <p>This compilation is a snapshot in time for DOE grants and ADS papers</p> <p>The method of data collection does not differentiate between grants credited with supporting projects and those supporting individuals contributing to projects.</p> <p>Results are based on available metadata which may be incomplete. This may include incomplete records of grant identifiers, due to limitations within the ADS. However, all articles in the bibliography acknowledge the support of the DOE in some way.</p> <p>Results have not been individually verified</p> <p>All abstracts and articles in the ADS are copyrighted by the publisher, and their use is free for personal use only. For more information, please read the Terms and Conditions regulating usage of resources.</p> <p>This dataset contains bibliographic information only, no information on the grants themselves is included. A potential application of the data could be to link the bibliographic information to grant information.</p> <p><br /> Links</p> <p>Harvard-Smithsonian Center for Astrophysics John G. Wolbach Library http://www.cfa.harvard.edu/lib/information/about.html</p> <p>NASA ADS http://labs.adsabs.harvard.edu/</p> <p>USA Spending: information on US government spending, including the Department of Energy: http://www.usaspending.gov</p> <p>Grants.gov, more information on US government grants: http://www.grants.gov</p> <p>Department of Energy: http://energy.gov/</p>

opencc-by-4.0Jan 2014View details →
Figshare40/100

Austrian Science Fund (FWF) Publication Cost Data 2015

<p>Following the approach for the datasets in&nbsp;2013 (http://dx.doi.org/10.6084/m9.figshare.988754) and 2014 (https://dx.doi.org/10.6084/m9.figshare.1378610.v14), the Austrian Science Fund (FWF) is making&nbsp;the publication costs spent in 2015 (esp. for Open Access) publically available.</p> <p>The dataset includes payments for&nbsp;publications of authors funded by the Austrian Science Fund (FWF) via following programmes:</p> <p>&quot;Peer-Reviewed Publications&quot;: https://www.fwf.ac.at/en/research-funding/fwf-programmes/peer-reviewed-publications/</p> <p>&quot;Stand-Alone Publications&quot;: https://www.fwf.ac.at/en/research-funding/fwf-programmes/stand-alone-publications/</p>

opencc-by-4.0Dec 2015View details →
Figshare40/100

Austrian Science Fund (FWF) Publication Cost Data 2013

<p>Following the Wellcome Trust, the Austrian Science Fund (FWF) makes its publication costs spent in 2013 (esp. for Open Access) publically available.</p> <p>An aggregated version of this dataset is already published in FWF&#39;s annual report 2013 (p. 86), http://www.fwf.ac.at/de/public_relations/publikationen/jahresberichte/fwf-jahresbericht-2013.pdf</p> <p>The dataset includes payments for journal articles of authors funded by the Austrian Science Fund (FWF) via the program &lsquo;Peer Reviewed Publications&rsquo;, http://www.fwf.ac.at/en/projects/peer-reviewed_publications.html</p> <p>The dataset distinguishes between three publication cost categories:</p> <p>(1) Gold Open Access and (2) Hybrid Open Access are defined by FWF&#39;s Open Access Policy, see: http://www.fwf.ac.at/en/public_relations/oai/index.html</p> <p>(3) &lsquo;Other publication costs&rsquo; are defined as additional costs to subscription prices charged by subscription journals (i.e. submission fees, colour charges, page charges, figure charges, table charges, supplemental charges).</p> <p>Based on this data and the data of Web of Science (WoS), we roughly estimate for 2013 a share for Gold and Hybrid OA of around 33% of all articles (incl. reviews) that result from projects supported by the FWF and which are listed in Web of Science.</p> <p>The analysis of this dataset together with the report &ldquo;Developing an Effective Market for Open Access Article Processing Charges&rdquo; (http://www.wellcome.ac.uk/About-us/Policy/Spotlight-issues/Open-access/Guides/WTP054773.htm) will lead to an adaption of the FWF&rsquo;s Open Access policy within the next months. One model, for example, for a cost-neutral Hybrid Open Access is already in place: http://ioppublishing.org/newsDetails/Austria-open-acces</p>

opencc-zeroDec 2013View details →
zenodo40/100

Additional Funding opportunities for BBECs

<p>A general analysis of the European ecosystem will be entitled to let interested bodies be aware about the investment focus and the match with BIOBEC Project outcomes.</p> <p>Each of the different regional or local instruments have been analysed based on a common criteria to provide robust insights and foster the funding opportunities to further develop the BIOBECs.</p>

opencc-by-4.0Jan 2024View details →
zenodo40/100

Interim Data and Results for Case Study: Funding rules that promote equity in climate adaptation outcomes

<p>Interim exposure data and results for the published case study. External raw data is available&nbsp;<a href="https://zenodo.org/records/14260630">here</a> and the remaining raw data is generated via code. This is too large to share on Zenodo. There are stochastic aspects in going from raw exposure to interim exposure data and interim exposure data to results, which is why we make the specific interim exposure data and results of the published study available here. Other interim data is not stochastic and can be reproduced following the code reproduction instructions (see https://github.com/abpoll/j40_gc). Please see the underlying study for more details about the methods. The data here can be generally reproduced (not bit-wise) following the code and instructions at this repository: https://zenodo.org/records/14261361.</p> <p>&nbsp;</p> <p>The interim exposure data is named "exp" and the results data is named "results."</p>

opencc-by-4.0Dec 2024View details →
zenodo40/100

OpenAIRE Graph: Dataset of funded products

<p>This dataset contains the metadata records about research products (research literature, data, software, other types of research products) with funding information available in the OpenAIRE Graph produced on July 2024.<br>Records are grouped by funder in a dedicated archive file (&lt;funder acronym&gt;.tar).</p> <ul> <li>fundRef contains the following funders</li> </ul> <div> <ul> <li> <ul> <li>100007490 Bausch and Lomb Ireland</li> <li>100007630 College of Engineering and Informatics, National University of Ireland, Galway</li> <li>100007731 Endo International</li> <li>100007819 Allergan</li> <li>100008099 Food Safety Authority of Ireland</li> <li>100008124 Department of Jobs, Enterprise and Innovation</li> <li>100008303 Department for Economics, Northern Ireland</li> <li>100009098 Department of Foreign Affairs and Trade, Ireland</li> <li>100009099 Irish Aid</li> <li>100009770 National University of Ireland</li> <li>100010399 European Society of Cataract and Refractive Surgeons</li> <li>100010546 Deparment of Children and Youth Affairs, Ireland</li> <li>100010547 Irish Youth Justice Service</li> <li>100010993 Irish Nephrology Society</li> <li>100011096 Jazz Pharmaceuticals</li> <li>100011396 Irish College of General Practitioners</li> <li>100012733 National Parks and Wildlife Service</li> <li>100012734 Department for Culture, Heritage and the Gaeltacht, Ireland</li> <li>100012754 Horizon Pharma</li> <li>100012891 Medical Research Charities Group</li> <li>100012919 Epilepsy Ireland</li> <li>100012920 GLEN</li> <li>100012921 Royal College of Surgeons in Ireland</li> <li>100013029 Iris O'Brien Foundation</li> <li>100013206 Food Institutional Research Measure</li> <li>100013381 Irish Phytochemical Food Network</li> <li>100013433 Transport Infrastructure Ireland</li> <li>100013917 Society for Musicology in Ireland</li> <li>100014251 Humanities in the European Research Area</li> <li>100014364 National Children's Research Centre</li> <li>100014384 Amarin Corporation</li> <li>100014902 Irish Association for Cancer Research</li> <li>100015023 Ireland Funds</li> <li>100015278 Pfizer Healthcare Ireland</li> <li>100015319 Sport Ireland Institute</li> <li>100015442 Global Brain Health Institute</li> <li>100015992 St. Luke's Institute of Cancer Research</li> <li>100017144 Shell E and P Ireland</li> <li>100017897 Friedreich&rsquo;s Ataxia Research Alliance Ireland</li> <li>100018064 Department of Tourism, Culture, Arts, Gaeltacht, Sport and Media</li> <li>100018172 Department of the Environment, Climate and Communications</li> <li>100018175 Dairy Processing Technology Centre</li> <li>100018270 Health Service Executive</li> <li>100018529 Alkermes</li> <li>100018542 Irish Endocrine Society</li> <li>100018754 An Roinn Sl&aacute;inte</li> <li>100019428 Nabriva Therapeutics</li> <li>100019637 Horizon Therapeutics</li> <li>100020174 Health Research Charities Ireland</li> <li>100020202 UCD Foundation</li> <li>100020233 Ireland Canada University Foundation</li> <li>100022895 Health Research Institute, University of Limerick</li> <li>100022943 National Cancer Registry Ireland</li> <li>501100001581 Arts Council of Ireland</li> <li>501100001582 Centre for Ageing Research and Development in Ireland</li> <li>501100001583 Cystinosis Foundation Ireland</li> <li>501100001584 Department of Agriculture, Food and the Marine, Ireland</li> <li>501100001586 Department of Education and Skills, Ireland</li> <li>501100001587 Economic and Social Research Institute</li> <li>501100001588 Enterprise Ireland</li> <li>501100001591 Heritage Council</li> <li>501100001592 Higher Education Authority</li> <li>501100001593 Irish Cancer Society</li> <li>501100001594 Irish Heart Foundation</li> <li>501100001595 Irish Hospice Foundation</li> <li>501100001596 Irish Research Council for Science, Engineering and Technology</li> <li>501100001598 Mental Health Commission</li> <li>501100001599 National Council for Forest Research and Development</li> <li>501100001600 Research and Education Foundation, Sligo General Hospital</li> <li>501100001601 Royal Irish Academy</li> <li>501100001603 Sustainable Energy Authority of Ireland</li> <li>501100001604 Teagasc</li> <li>501100001627 Marine Institute</li> <li>501100001628 Central Remedial Clinic</li> <li>501100001629 Royal Dublin Society</li> <li>501100001630 Dublin Institute for Advanced Studies</li> <li>501100001631 University College Dublin</li> <li>501100001633 National University of Ireland, Maynooth</li> <li>501100001634 University of Galway</li> <li>501100001635 University of Limerick</li> <li>501100001636 University College Cork</li> <li>501100001637 Trinity College Dublin</li> <li>501100001638 Dublin City University</li> <li>501100002736 Covidien</li> <li>501100002755 Brennan and Company</li> <li>501100002919 Cork Institute of Technology</li> <li>501100002959 Dublin City Council</li> <li>501100003036 Perrigo Company Charitable Foundation</li> <li>501100003037 Elan</li> <li>501100003496 HeyStaks Technologies</li> <li>501100003553 Gaelic Athletic Association</li> <li>501100003840 Irish Institute of Clinical Neuroscience</li> <li>501100003956 Aspect Medical Systems</li> <li>501100004162 Meath Foundation</li> <li>501100004210 Our Lady's Children's Hospital, Crumlin</li> <li>501100004321 Shire</li> <li>501100004981 Athlone Institute of Technology</li> <li>501100006518 Department of Communications, Energy and Natural Resources, Ireland</li> <li>501100006553 Collaborative Centre for Applied Nanotechnology</li> <li>501100006554 IDA Ireland</li> <li>501100006759 CLARITY Centre for Sensor Web Technologies</li> <li>501100009246 Technological University Dublin</li> <li>501100009269 Programme of Competitive Forestry Research for Development</li> <li>501100009315 Cystinosis Ireland</li> <li>501100010808 Geological Survey of Ireland</li> <li>501100011030 Alimentary Glycoscience Research Cluster</li> <li>501100011031 Alimentary Health</li> <li>501100011103 Rann&iacute;s</li> <li>501100011626 Energy Policy Research Centre, Economic and Social Research Institute</li> <li>501100012354 Inland Fisheries Ireland</li> <li>501100014384 X-Bolt Orthopaedics</li> <li>501100014531 Physical Education and Sport Sciences Department, University of Limerick</li> <li>501100014710 PrecisionBiotics Group</li> <li>501100014745 APC Microbiome Institute</li> <li>501100014826 ADAPT - Centre for Digital Content Technology</li> <li>501100014827 Dormant Accounts Fund</li> <li>501100017501 FotoNation</li> <li>501100018641 Dairy Research Ireland</li> <li>501100018839 Irish Centre for High-End Computing</li> <li>501100019905 Galway University Foundation</li> <li>501100020270 Advanced Materials and Bioengineering Research</li> <li>501100020403 Irish Composites Centre</li> <li>501100020425 Irish Thoracic Society</li> <li>501100020570 College of Medicine, Nursing and Health Sciences, National University of Ireland, Galway</li> <li>501100020871 Bernal Institute, University of Limerick</li> <li>501100021102 Waterford Institute of Technology</li> <li>501100021110 Irish MPS Society</li> <li>501100021525 Insight SFI Research Centre for Data Analytics</li> <li>501100021694 Elan Pharma International</li> <li>501100021838 Royal College of Physicians of Ireland</li> <li>501100022542 Breakthrough Cancer Research</li> <li>501100022610 Breast Cancer Ireland</li> <li>501100022728 Munster Technological University</li> <li>501100023273 HRB Clinical Research Facility Galway</li> <li>501100023551 Cystic Fibrosis Ireland</li> <li>501100023970 Tyndall National Institute</li> <li>501100024242 Synthesis and Solid State Pharmaceutical Centre</li> <li>501100024313 Irish Rugby Football Union</li> <li>501100024834 Tusla - Child and Family Agency</li> </ul> </li> <li>AKA Academy of Finland</li> <li>ANR French National Research Agency (ANR)</li> <li>ARC Australian Research Council (ARC)</li> <li>ASAP Aligning Science Across Parkinson's</li> <li>CHISTERA CHIST-ERA</li> <li>CIHR Canadian Institutes of Health Research</li> <li>EC_ERASMUS+ European Commission - Erasmus+ funding stream</li> <li>EC_FP7 European Commission - FP7 funding stream</li> <li>EC_H2020 European Commission - H2020 funding stream</li> <li>EC_HE European Commission - HE funding stream</li> <li>EEA European Environment Agency</li> <li>EPA Environmental Protection Agency</li> <li>FCT Funda&ccedil;&atilde;o para a Ci&ecirc;ncia e a Tecnologia, I.P.</li> <li>FWF Austrian Science Fund</li> <li>HRB &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Health Research Board</li> <li>HRZZ &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;Croatian Science Foundation</li> <li>INCA Institut National du Cancer</li> <li>IRC &nbsp; &nbsp; &nbsp; &nbsp; Irish Research Council</li> <li>IReL &nbsp; &nbsp; &nbsp; &nbsp; Irish Research eLibrary</li> <li>MESTD Ministry of Education, Science and Technological Development of Republic of Serbia</li> <li>MZOS TOADDNAME</li> <li>NHMRC National Health and Medical Research Council (NHMRC)</li> <li>NIH National Institutes of Health</li> <li>NSERC Natural Sciences and Engineering Research Council of Canada</li> <li>NSF National Science Foundation</li> <li>NWO Netherlands Organisation for Scientific Research (NWO)</li> <li>SFI Science Foundation Ireland</li> <li>SNSF Swiss National Science Foundation</li> <li>SSHRC Social Sciences and Humanities Research Council</li> <li>TARA Tara Expeditions Foundation</li> <li>TIBITAK T&uuml;rkiye Bilimsel ve Teknolojik Araştırma Kurumu</li> <li>UKRI UK Research and Innovation</li> <li>WT Wellcome Trust</li> </ul> </div> <p>Each tar archive contains gzip files with one json record per line. Json records are compliant with the schema available at&nbsp;<a href="https://doi.org/10.5281/zenodo.14608710">https://doi.org/10.5281/zenodo.14608710</a>.</p> <p>You can also search and browse this dataset (and more) in the <a href="https://explore.openaire.eu">OpenAIRE EXPLORE portal</a> and via the <a href="https://develop.openaire.eu">OpenAIRE API</a>.</p> <p>&nbsp;</p>

opencc-by-4.0Jul 2024View details →
zenodo40/100

Data from: A burning issue: Savanna fire management can generate enough carbon revenue to help restore Africa's rangelands and fill Protected Area funding gaps

<p>Many savanna-dependent species in Africa including large herbivores and apex predators are at increasing risk of extinction.&nbsp; Achieving effective management of protected areas (PAs) in Africa where lions live will cost an estimated USD &gt;$1-2 B/year in new funding. We explored the potential for fire management-based carbon-financing programs to fill this funding gap and benefit degrading savanna ecosystems. We demonstrated how introducing early dry season fire management programs could produce potential carbon revenues (PCR) from either a single carbon-financing method (avoided emissions) or from multiple sequestration methods ranging from USD $59.6-$655.9 M/year (at USD $5/ton) or USD $155.0 M&ndash;$1.7 B/year (at USD $13/ton).&nbsp; We highlighted variable but significant PCR for savanna PAs from USD $1.5&ndash;$44.4 M/year per PA. We suggest investing in fire management programs to jump-start the United Nations Decade of Ecological Restoration to help restore degraded African savannas and conserve imperiled keystone herbivores and apex predators.&nbsp;<br> <br> Open Access article:&nbsp;<a href="https://doi.org/10.1016/j.oneear.2021.11.013">https://doi.org/10.1016/j.oneear.2021.11.013</a></p>

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

EPSRC-funded Humanitarian Engineering and Energy for Displacement (HEED) datasets

<p>This repository contains raw datasets gathered under&nbsp;the EPSRC-funded Humanitarian Engineering and Energy for Displacement (HEED) research project (EP/P029531/1).&nbsp;The project aimed to understand energy needs of displaced communities by creating an evidence base on the usage of seven different energy interventions, and&nbsp;provide recommendations for improved design of future energy interventions to better meet the needs of people. Below is a brief description of the interventions.</p> <ol> <li>Stove-use monitoring systems (July 2019 to October 2019) - Stove-use monitoring systems (SUMs) were deployed on clay stoves in Kigeme camp, Rwanda in July 2019. The aim of the study was to evaluate stove usage patterns by measuring&nbsp;temperature profiles within&nbsp;stove enclosure and on the surface of stoves. The SUMs consisted of 2 sensors - a thermocouple to measure temperature&nbsp;within the stove and a Si7021 sensor to measure temperature outside the stove, connected to an Arduino MKR GSM 1400 board. The data measured by the sensors&nbsp;was stored only if the change in values exceeded a set threshold for either of the readings. The SUMs were&nbsp;powered by a re-chargeable Li-Ion battery of 3.7V and a rating of 7.59Wh.<br> <br> The study was conducted in 2 phases. In phase 1 (02 July 2019 to 30 September 2019), data was collected from 15 SUMs and stored locally on SD cards as well as&nbsp;communicated to a remote server via GSM. The time of data collection was recorded using GSM functionality. However, several GSM and MQTT failures were noted&nbsp;leading to loss of timestamp values as well as shorter battery lifetime due to re-transmission tries. In phase 2 (02 October 2019 to 17 October 2019), data&nbsp;was collected from 9 SUMs and only stored locally on SD cards. The time of data collection was recorded using an external RTC clock connected to the Arduino&nbsp;board. The data from both phases of study is deposited here in SUM.zip. The cleaned dataset is available at&nbsp;<a href="https://doi.org/10.5281/zenodo.3946999">10.5281/zenodo.3946999</a>.<br> &nbsp;</li> <li>Mobile Lantern monitoring systems (July 2019 to December&nbsp;2019) - Mobile lantern monitoring systems (LMSs) were deployed in Nyabiheke camp, Rwanda, in July 2019. The aim of the study was to evaluate lantern usage (static or mobile) and consumption (charge and discharge) patterns. The monitors consisted of a D.light S30 solar lantern fitted with an Arduino-based monitoring device. The most integral part of the device was the Arduino MKR GSM 1400 board connected to an ADXL345 inertial motion unit sensor. The ADXL was used to calculate step count of a user based on activity and freefall interrupts. Additionally, the voltage of lantern battery was measured using an in-house voltage monitor to understand&nbsp;the discharging and charging patterns. The step count and battery voltage data were stored only if a significant change in the step count was detected. The LMSs were powered through a re-chargeable Li-Ion battery of 3.7V and a rating of 7.59Wh.<br> <br> The study was conducted in 2 phases. In phase 1 (03 July 2019 to 30 September 2019), data was collected from 60 lanterns and stored locally on SD card as&nbsp;well as communicated to a remote server via GSM. The time of data collection was recorded using GSM functionality. However, several GSM and MQTT failures&nbsp;were noted leading to loss of timestamp values as well as shorter battery lifetime due to re-transmission tries.&nbsp;In phase 2 (09 October 2019 to 18 December 2019), the design of lantern monitors was modified to circumvent these issues. The data was collected from 54 lanterns&nbsp;data and only stored locally on SD cards. The time of data collection was recorded using an external RTC clock connected to the Arduino board. Additionally, an&nbsp;internal&nbsp;watchdog timer was used to reset the device in case of failures. While certain failures persisted, the data yield was considerably higher than phase 1 of&nbsp;the study. The data from both phases of study is deposited here in LMS.zip. The cleaned dataset is available at&nbsp;<a href="https://doi.org/10.5281/zenodo.4269809">10.5281/zenodo.4269809</a>.<br> &nbsp;</li> <li>Individual appliance monitors&nbsp;(December 2018 to January 2020) - Individual appliance monitors (IAMs) were deployed in Uttargaya settlement, Nepal, in December&nbsp;2018. The IAMs were simple, cost-effective and unobtrusive devices to collect data on the energy usage of connected appliances. The aim of the study was to understand energy consumption and usage patterns of different household&nbsp;appliances in grid-connected sub-metered displaced communities. The monitoring system consisted of 2 types of devices &ndash; Energenie MiHome Smart Plugs MIHO005&nbsp;(referred to as the IAM) to sense data relating to power and voltage drawn by the connected appliance, and gateway nodes to collect&nbsp;data from IAM. The main component of the gateway node was a Raspberry Pi fitted with an Energenie ENER314-RT (receiver-transmitter) add-on board to allow&nbsp;the Pi to communicate with the smart plugs. The data collected by the RPi gateway was stored locally in an SD card as well as sent to a remote server hosted at Coventry University.<br> <br> The study was conducted until January 2020. The raw data from the study is deposited here in IAM.zip.&nbsp;The cleaned dataset is available at&nbsp;<a href="https://doi.org/10.5281/zenodo.4271714">10.5281/zenodo.4271714</a>.<br> &nbsp;</li> <li>Footfall monitoring systems (December 2018 to January 2020) - Seven footfall monitoring systems (FMSs)&nbsp; were deployed alongside seven solar streetlights to measure step count of passers-by in the Uttargaya settlement, Nepal, in December 2018.&nbsp;The aim of the study was to understand the level of pedestrian movement in the area and evaluate the effect of streetlights on the level of activity. Therefore, the footfall monitors were deployed prior to commissioning of streetlights to gather baseline data. The footfall monitors consisted of a&nbsp;Raspberry Pi 3B, PiFace Real Time Clock and CAM008 70&ordm; night vision IR sensor to detect footfall. Upon detection, footfall count along with&nbsp;the direction of movement and the timestamp (measured from PiFace RTC)&nbsp;was stored onto an SD card and communicated to a remote server hosted at Coventry University.&nbsp;<br> <br> The study was conducted until January 2020. The raw data from the study is deposited here in FMS.zip.&nbsp;The cleaned dataset is available at&nbsp;<a href="https://doi.org/10.5281/zenodo.4271730">10.5281/zenodo.4271730</a>.<br> &nbsp;</li> <li>Standalone Solar System for a Community Hall (June 2019 to March 2021) -&nbsp;A standalone solar system was deployed in a Community Hall in Nyabiheke camp, Rwanda in June 2019. The aim of the study was to understand the energy consumption behavior within a set location, and create an evidence base&nbsp;on the value of energy and its benefits for growing cooperatives and learning communities. The standalone system comprised of 2kW of solar panels and 12.2 kWh GEL battery storage capacity. Additional components included a&nbsp;Victron 150/35 charge controller and a Venus GX and 48/3000 MultiPlus Inverter. The system powered four AC 2-pin sockets, a 30 W entrance light, and six 30 W indoor lights. Each light and socket were individually metered and&nbsp;controlled via a remote monitoring unit. This allowed for quotas, maximum draws and periods of use to be remotely controlled.<br> <br> The study was conducted until March 2021.&nbsp;The raw data from the study is deposited here in Hall.zip.&nbsp;The cleaned dataset until March 2020 is available at&nbsp;<a href="https://doi.org/10.5281/zenodo.3949776">10.5281/zenodo.3949776</a>.<br> &nbsp;</li> <li>PV-battery Microgrid (July 2019 to March 2021) - A PV-battery Microgrid was deployed in Kigeme camp, Rwanda in July 2019. The microgrid powered&nbsp;a playground and two nursery buildings.&nbsp; The aim of the study was to identify best practice in the construction, control and operation of a micro-grid as a shared resource, understand optimal design features for user interfaces that allow negotiation over energy priorities and&nbsp;needs and understand community priorities for energy in the context of early years education and the rate of growth in energy utilization. The micro-grid system comprised of a&nbsp;2.5 kW of solar panels and 21.1 kWh GEL battery storage&nbsp;capacity. Additional components included a Victron 250/60 charge controller, Venus GX&nbsp;48/1200 MultiPlus Inverter and BMV-700 series battery monitor. Each Nursery building had three classrooms (A, B and C) with separate entrances.&nbsp;Each classroom was fitted with an AC socket, five 10 Watt indoor lights and a 10 Watt outdoor entrance light. A spare socket was located in the first classroom of each nursery building (Classroom A).&nbsp;Two outdoor double sockets were installed at the playground, and fifteen 10 Watt lights were located in the roof structure. Three transmission line poles were fitted with three 10 Watt lights for safety and security purposes,&nbsp;which also enabled them to act as streetlights. Each light and socket was individually monitored and controlled via a programmable remote monitoring unit (RMU).&nbsp;Wireless AC smart meters were used to control and measure power consumption at the socket loads. These meters communicated with the RMU to receive commands and notified the RMU when a command had been received and to transmit&nbsp;usage data. Each light was connected to a CPE (customer-premises equipment) unit, with three lights per CPE, which communicated&nbsp;wirelessly with the RMU. The CPEs received information from the RMU on when to turn the lights&nbsp;on/off and set the brightness. The CPE also monitored&nbsp;the power consumption of the three lights.&nbsp;<br> <br> The study was conducted until March 2021.&nbsp;The raw data from the study is deposited here in Microgrid.zip.&nbsp;The cleaned dataset until March 2020 is available at&nbsp;<a href="https://doi.org/10.5281/zenodo.3949776">10.5281/zenodo.3949776</a>.<br> &nbsp;</li> <li>Standalone solar streetlights (Nepal - June 2019 to October 2020; Rwanda - July 2019 to March 2021) -&nbsp;Seven advanced streetlights were installed by HEED in Khalte, Nepal, in July 2019. Four advanced streetlights and eight normal solar streetlights have been installed in Gihembe, Rwanda, in July 2019. Each advanced streetlight consisted of a solar&nbsp;streetlight and an electrical socket box for excess energy use. The aim of the study was to pilot community co-designed solar streetlights with ground-level sockets to demonstrate alternative energy governance models using new&nbsp;technologies to build community resilience and capacity. The solar light comprised a 300 Watt solar panel, Victron charge controller, 2 kWh li-ion batteries, reprogrammable 60 W LED light, Victron Venus GX for data logging,&nbsp;Victron BMV 700 series battery monitor, ground-level sockets/USB ports and a footfall sensor (only in Nepal). A Victron Battery Protect and remote relay on the Venus GX is used to control access to the secondary load to ensure that&nbsp;there is always sufficient energy to power the light.&nbsp;<br> <br> The study was conducted until October 2020 in Nepal and March 2021 in Rwanda.&nbsp;The raw data from the study is deposited here in SL.zip.&nbsp;The cleaned dataset until March 2020&nbsp;is available at&nbsp;<a href="https://doi.org/10.5281/zenodo.3947992">10.5281/zenodo.3947992</a>.</li> </ol>

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

Ethics of Research Funding: pilot study dataset

<p>Anonymized data set of the pilot study for the ethics of research funding survey. To anonymize the data, the responses to question C2 (What is the main location of your professional activities) have been removed. The publication of these anonymized data has been approved by the ethics committee of KU Leuven, and was indicated clearly in the informed consent of the survey.</p>

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

Collaborative Innovation Project funding launch - Dr Samantha Kanza (University of Reading, University of Southampton)

<p>This video is the eighth talk from our two day Future Blood Testing: Challenges &amp; Opportunities Event that took place on the 13/09/2022.</p> <p>Collaborative Innovation Project funding launch - Dr Samantha Kanza (University of Reading)</p> <p>Bio: Dr Samantha Kanza is a Senior Enterprise Fellow at the University of Southampton. She completed her MEng in Computer Science at the University of Southampton and then worked for BAE Systems Applied Intelligence for a year before returning to do an iPhD in Web Science (in Computer Science and Chemistry), which focused on Semantic Tagging of Scientific Documents and Electronic Lab Notebooks. She was awarded her PhD in April 2018. Samantha works in the interdisciplinary research area of applying computer science techniques to the scientific domain, specifically through the use of semantic web technologies and artificial intelligence. Her research includes looking at electronic lab notebooks and smart laboratories, to improve the digitization and knowledge management of the scientific record using semantic web technologies; and using IoT devices in the laboratory. She has also worked on a number of interdisciplinary Semantic Web projects in different domains, including agriculture, chemistry and the social sciences.</p> <p>Further details on this event can be found at: https://futurebloodtesting.org/event/13-14-09-2022/&nbsp;</p> <p>This video is an output from the Future Blood Testing Network which is funded by EPSRC under Grant Number EP/W000652/1</p> <p>YouTube Link:&nbsp;https://youtu.be/PDWZkZBzfqw</p>

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

Stream temperature data for Alaska Sustainable Salmon Fund project 53007 Assessing Thermal Habitat Variability to Identify Refugia in SE Alaska Subsistence Salmon Watersheds

<p>Hourly stream temperature data were collected in eight watersheds in southeast Alaska to better understand within-watershed thermal heterogeneity. Watersheds include: Chilkat, Chilkoot, Klag, Cowee, Peterson (Juneau road system), Saltery, Kadashan, and Klawock. Site latitude and longitude are recorded in the metadata file. Data were collected with HOBO Onset Pro V2 or HOBO TidbiT MX 400 temperature loggers following the protocols in&nbsp;<a href="https://doi.org/10.1016/j.ejrh.2015.07.008">Mauger et al, 2015</a>. Data collection dates range from January 1, 2020 to November 2, 2023, although not all sites cover this entire date range.&nbsp;</p>

opencc-by-4.0May 2024View details →
zenodo40/100

Dataset: WisdomTree Target Range Fund (GTR) Stock Performance

This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.

opencc-zeroJun 2024View details →
zenodo40/100

Dataset: First Trust NASDAQ Clean Edge Smart Grid Infrastructure Index Fund (GRID) Stock Performance

This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.

opencc-zeroJun 2024View details →
zenodo40/100

Dataset: First Trust Small Cap Core AlphaDEX Fund (FYX) Stock Performance

This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.

opencc-zeroJun 2024View details →
zenodo40/100

Dataset: First Trust Small Cap Value AlphaDEX Fund (FYT) Stock Performance

This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.

opencc-zeroJun 2024View details →
zenodo40/100

Dataset: First Trust Small Cap Growth AlphaDEX Fund (FYC) Stock Performance

This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.

opencc-zeroJun 2024View details →
zenodo40/100

Dataset: First Trust Senior Loan Fund (FTSL) Stock Performance

This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.

opencc-zeroJun 2024View details →
zenodo40/100

Dataset: Sprott Focus Trust, Inc. (FUND) Stock Performance

This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.

opencc-zeroJun 2024View details →
zenodo40/100

Dataset: First Trust Global Tactical Commodity Strategy Fund (FTGC) Stock Performance

This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.

opencc-zeroJun 2024View 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