Find research datasets worth reusing

Supplemntary tables S1-S6 related with the article entitled: LC-MS-Based Plasma Proteome Analysis in Nursery Pigs Fed Diets Enriched with Native Chicory Inulin

<p><span>Table S1: Composition of the pig diet: control diet (C) and diets supplemented with 1% (T1) or 3% (T2) of native chicory inulin.; Table S2: Nutrient contents of the control diet (C) and the diets supplemented with 1% (T1) or 3% (T2) of native chicory inulin.; Table S3: Chemical composition (%) of inulin (IN) used as a feed supplement.; Table S4: Porcine plasma proteins submitted for further analysis.; Table S5: Proteins significantly altered in response to the T1 diet.; Table S6: Proteins significantly altered in response to the T2 diet.</span></p>

Data and software for article: "Lava delta formation: Mathematical modelling and laboratory experiments"

<p>Experimental and numerical data and scripts required to reproduce the results of Taylor-West, Balmforth, & Hogg 2024 "Lava delta formation: Mathematical modelling and laboratory experiments". Accepted to JGR: Earth Surfaces. doi:10.1029/2023JF007505</p>

Dataset for the article: A Family of Experiments to Study how Personality may Affect Software Development Effectiveness in Teams

<p>Raw Data of the article named "A Family of Experiments to Study how Personality may Affect Software Development Effectiveness in Teams"</p>

Artfiact for the Proc. ACM Softw. Eng. article "Sharing Software-Evolution Datasets: Practices, Challenges, and Recommendations."

<p>This dataset is a collection of all notes taken for the article:</p> <p>    David Broneske, Sebastian Kittan, and Jacob Krüger:<br>    Sharing Software-Evolution Datasets: Practices, Challenges, and Recommendations. <br>    Proc. ACM Softw. Eng. 1, FSE, 2024.<br>    https://doi.org/10.1145/3660798</p> <p>Please refer to the readme for a description of the files involved in the zip file.</p>

Data underlying the article: "Programmable multifunctional integrated microwave photonic circuit on thin-film lithium niobate"

<p>Experimental data and scripts to plot results for manuscript "Programmable multifunctional integrated microwave photonic circuit on thin-film lithium niobate"</p>

Open Data Set for the article Analysing the impact of renewables on Iberian wholesale electricity market prices using machine learning techniques. Green Finance, 2024, 6 (2), 363-382

<p>The datasets available for open access from the article ‘<em>Ballester, C. and Furió, D. (2024). Analysing the impact of renewables on Iberian wholesale electricity market prices using machine learning techniques. Green Finance, 6 (2), 363-382</em>’ are provided here. This study has been supported by funding from the Spanish Ministry of Science, Innovation, and Universities (Project PGC2018-093645-B-100).</p> <p>The data encompasses the price series of the components of the final wholesale prices, other than the day-ahead market price, at an hourly frequency, from January 2017 to December 2021. In particular, the daily average of the hourly price series of the intraday market, which captures the net effect of the six sessions of the intraday market on the final price, the daily average of the hourly net effect on the final price of the procedure to solve technical constraints, the daily average of the hourly costs resulting from ancillary services and deviation management, the daily average of the hourly costs related to capacity payments and the daily average of the hourly costs associated with the interruptibility service. In addition, we compute the daily average of the hourly series of bids (price and amount) individually submitted by market participants to buy or sell energy, distinguishing between matched and non-matched bids, both in the day-ahead market and in the first session of the intraday market. Other energy-related price series included in the analysis are: the Dutch TTF futures price, the API2 index for the coal price, the EUA futures price, the percentage of hours with 100% use from the France-Spain interconnection, the spread from the France-Spain interconnection, the percentage of water reserves in the reservoirs of the Iberian Peninsula. All shareable data are made available in accordance with open data principles to promote transparency and reproducibility in research. However, there is a specific dataset that we are not authorized to share publicly. Specifically, this includes the data corresponding to the Dutch TTF futures price and the API2 index. Consequently, this dataset is published under restricted access.</p>

Open Data Set for the article Dynamic demand response to electricity prices: Evidence from the Spanish retail market. Utilities Policy, 88 (2024), 101763

<p><span>The datasets available for open access from the article ‘Furió, D. and Moreno-del-Castillo, J.<em> Dynamic demand response to electricity prices: Evidence from the Spanish retail market. Utilities Policy, 88 (2024), 101763</em>’ are provided here.</span></p> <p><span>The datasets comprise time series data on wholesale market global prices and quantity demanded by reference suppliers and competing retailers, along with day-ahead market prices for each of the 24 hours of the day spanning from January 1, 2007, to March 31, 2022. These series have been downloaded from the CNMC website. Additionally, primary temperature data were obtained from the Spanish Meteorological Agency’s website. This dataset provided hourly weather information from a nationwide network of weather stations. Given the scope of the demand series data, which reflects the entire Spanish market, the temperature series were constructed to ensure national representativeness. These data were then aggregated to develop comprehensive national temperature series, aligning them with the demand series. <span>Finally, a dummy variable for each day t of the studied period was constructed to capture the business/non-business day effect on electricity demand. It takes the value of 1 if </span></span><span>𝑡</span><span> corresponds to a working day (non-holiday, Monday to Friday) and 0 otherwise. The national holidays considered are as follows: January 1<sup>st</sup>, January 6<sup>th</sup>, May 1<sup>st</sup>, August 15<sup>th</sup>, October 12<sup>th</sup>, November 1<sup>st</sup>, December 6<sup>th</sup>, December 8<sup>th</sup>, and December 25th. Additionally, the corresponding Good Friday for each year included in the study period was also considered.</span></p>

Aligned DNA sequence matrix for phylogenetic analyses in the article "Systematics of the Dendropsophus leucophyllatus species group (Anura, Hylidae) from the Chocó region of Ecuador, with description of a new species"

<p>Aligned DNA sequence matrix for phylogenetic analyses of the article "Systematics of the <em>Dendropsophus leucophyllatus</em> species group (Anura, Hylidae) from the Chocó region of Ecuador, with description of a new species"</p> <p>The matrix is in NEXUS format and has 7691 bp and 203 terminals.</p> <p>Partitions are as follows:</p> <div> <div>charset 12S = 1-996;</div> <div> </div> <div>charset CO1codonPos1 =  997-1639\3;</div> <div>charset CO1codonPos2 =  998-1640\3;</div> <div>charset CO1codonPos3 =  999-1638\3;</div> <div> </div> <div>charset ND1nonCoding =  1641- 1713 2675- 2796 ;</div> <div>charset ND1codonPos1 =  1714-2674\3;</div> <div>charset ND1codonPos2 =  1715-2672\3;</div> <div>charset ND1codonPos3 =  1716-2673\3;</div> <div> </div> <div>charset CytbcodonPos1 =  2798-3686\3;</div> <div>charset CytbcodonPos2 =  2799-3687\3;</div> <div>charset CytbcodonPos3 =  2797-3685\3;</div> <div> </div> <div>charset RhodcodonPos1 =  3689-4001\3;</div> <div>charset RhodcodonPos2 =  3690-4002\3;</div> <div>charset RhodcodonPos3 =  3688-4003\3;</div> <div> </div> <div>charset TYRcodonPos1 =  4005-4539\3;</div> <div>charset TYRcodonPos2 =  4006-4537\3;</div> <div>charset TYRcodonPos3 =  4004-4538\3;</div> <div> </div> <div>charset RAG1codonPos1 =  4542-4965\3;</div> <div>charset RAG1codonPos2 =  4540-4966\3;</div> <div>charset RAG1codonPos3 =  4541-4964\3;</div> <div> </div> <div>charset POMCcodonPos1 =  4967-5441\3;</div> <div>charset POMCcodonPos2 =  4968-5439\3;</div> <div>charset POMCcodonPos3 =  4969-5440\3;</div> <div> </div> <div>charset SIAH1codonPos1 =  5443-5836\3;</div> <div>charset SIAH1codonPos2 =  5444-5837\3;</div> <div>charset SIAH1codonPos3 =  5442-5838\3;</div> <div> </div> <div>charset 16S_rec = 5839-7695;</div> </div>

opencc-by-4.0Oct 2024View details →

Raw data for the article "Homologation of Alkenyl Carbonyls via a Cyclopropanation/Light-Mediated Selective C-C Cleavage Strategy"

<p>Raw NMR, IR and MS  data  for the article "Homologation of Alkenyl Carbonyls via a Cyclopropanation/Light-Mediated Selective C-C Cleavage Strategy" published in  Angewandte Chemie, International Edition, DOI: </p> <div><a href="https://doi.org/10.1002/anie.202417719">https://doi.org/10.1002/anie.202417719</a></div> <p>The number of the folders either correspond to compounds numbers in the article or the name of the folder is self-describing. All details concerning conditions and equipment for measurements can be found in the supporting information of the article. For convenience, the word file version of the supporting information can be found on the top of the raw data folder.</p>

Data associated to the article "DFT-based Polarizable Ion Models for Molten Rare-earth Chlorides: from Lanthanum to Europium"

<p>Contains input file used to generate the results of the article:</p> <p>DFT-based Polarizable Ion Models for Molten Rare-earth Chlorides: from Lanthanum to Europium</p> <p>Kateryna Goloviznina, Maria-Chiara Notarangelo, Julien Tranchida, Emeric Bourasseau, Mathieu Salanne</p> <p>The files <em>data.inpt</em> and <em>runtime.inpt </em>are used to simulate the system using the software MetalWalls (available at https://gitlab.com/ampere2/metalwalls)</p>

Dataset for the article Artificial intelligence for earthquake prediction: a preliminary system based on periodically trained neural networks using ionospheric anomalies

<p>Training and validation data sets along with the corresponding trained convolutional neural network in the article "Artificial intelligence for earthquake prediction: a preliminary system based on periodically trained neural networks using ionospheric anomalies" by Sergio Baselga published in <em>Appl. Sci.</em> <strong>2024</strong>, <em>14</em>(23), 10859; https://doi.org/10.3390/app142310859</p>

Raw data for the article "Diastereoselective Synthesis of N-Heterocycle Substituted Cyclobutanes via Michael Addition onto Cyclobutenes"

<p>Raw NMR, IR and MS  data  for the article "Diastereoselective Synthesis of N-Heterocycle Substituted Cyclobutanes via Michael Addition onto Cyclobutenes" published in  Chemistry A European Journal, DOI: </p> <p><a href="https://doi.org/10.1002/chem.202403986">https://doi.org/10.1002/chem.202403986</a></p> <p>The number of the folders either correspond to compounds numbers in the article or the name of the folder is self-describing. All details concerning conditions and equipment for measurements can be found in the supporting information of the article. For convenience, the word file version of the supporting information can be found on the top of the raw data folder.</p>

Data for the article "Harnessing Orbital Hall Effect in Spin-Orbit Torque MRAM"

<p>Dataset for the article: R. Gupta et al., “Harnessing Orbital Hall Effect in Spin-Orbit Torque MRAM,” Nature Communications XX, XXXX (202X).</p> <p> </p>

opencc-by-4.0Jul 2024View details →

Dataset for mapping 'visual university studies' journal articles published in English from 1992 to 2023

<p>This dataset includes the information on the 208 items that were selected, following a systematised search and sift, of journal articles published in English from 1992 to 2023. Belluigi led the systematised search process, supported through the research assistance of Leanne York (shown as Researcher 1) and Yvonne Moynihan (Researcher 2).  </p> <div> <p>Databases, which relate to ‘education’ or ‘sociology’, were searched including: <em>British Education Index, </em><em>Child Development and Adolescent Studies, </em><em>Educational Administration Abstracts, </em><em>ERIC, </em><em>Frontier, </em><em>Routledge, </em><em>Sage, </em><em>Scielo, </em><em>Social Science Citation Index, </em><em>Sociological Abstracts, </em><em>Springer, </em><em>Taylor and Francis, </em><em>Tertiary Education and Management. </em>Additional sources were double checked for papers too: <em>Higher Education Special Interest Group (HESIG) of the Comparative and International Education Society (CIES) list of ‘Higher Education Journals’ (</em><a href="https://www.higheredsig.org/higher-education-journals">https://www.higheredsig.org/higher-education-journals</a>), <em>Journal of Critical Scholarship on Higher Education and Student Affairs, </em><em>SOTL in the South. </em></p> </div> <p>Below are the search terms used, though Boolean operators were dependent on the search platform (Library at Queen’s University Belfast; data bases; journal platforms; Google Scholar et cetera), and other selection criteria. </p> <table> <tbody> <tr> <td> <p><strong>Search terms and criteria</strong></p> </td> </tr> <tr> <td> <p><strong>Terms</strong></p> </td> <td> <p>higher education OR university OR academ* OR campus OR student</p> </td> </tr> <tr> <td> <p>AND</p> </td> </tr> <tr> <td> <p>visual* OR image OR photo* OR film* OR performance OR architecture* OR cultural infrastructure OR picture* OR snapshot OR iconography OR art</p> </td> </tr> <tr> <td> <p><strong>Date range published</strong></p> </td> <td> <p>1992 – 2023</p> <p>End of the Cold War to current</p> <p>21 year period</p> </td> </tr> <tr> <td> <p><strong>Language </strong></p> </td> <td> <p>Inclusion: Englishes (translations and publications)</p> </td> </tr> <tr> <td> <p><strong>Resource type</strong></p> </td> <td> <p>Inclusion: Articles</p> <p><strong>Exclusions:</strong> Books; chapters; data sets; dissertations; media; reports</p> </td> </tr> <tr> <td> <p><strong>Focus</strong></p> </td> <td> <p>university; academic citizens; events; social life on and of campus;</p> <p><strong>Exclusions:</strong> teaching OR learning methods; research methods; general creative art practice; general student methodological practice; academic evaluation; student assessment; marketing</p> </td> </tr> </tbody> </table> <p> </p>

opencc-by-4.0Oct 2024View details →

Data for the article "Nitrate driven eutrophication supports high nitrous oxide production and emission in coastal lagoons"

<p>The data file shows data on:</p> <ul> <li>bottom water temperature</li> <li>bottom water oxygen, NH4+, NO2-, NO3-, DIN, DIP, and chlorophyll a concentrations</li> <li>bottom water N:P ratio</li> <li>benthic N2O flux</li> <li>water-air N2O flux</li> <li>benthic O2, NO2-, NO3-, DIN, and DIP flux</li> </ul> <p>Samples were collected from three European lagoons (Curonian, Vistula and Oder) in 2021 to 2023. </p>

opencc-by-4.0Nov 2023View details →

INDEX OF ARTICLES PUBLISHED IN THE JOURNAL "NATURE CONSERVATION RESEARCH"

<p>This data file includes the list of articles previously published in the journal “Nature Conservation Research” (https://ncr-journal.bear-land.org/).</p> <p>All articles are grouped by the research thematic.</p> <p>As an explanation of each article, a brief (one sentence) description is provided by highlighting its contents. The Archive of the journal is available here: https://ncr-journal.bear-land.org/journal</p>

Data Sets for Article: Exploration on Learning Molecular Docking with Deep Learning Models

<p>The MOL2 and CSV file of the clustered compounds from ChemDiv are available in <strong>Additional file 2</strong></p> <p>Docking scores of training set1 and the following traing set2 for each target were saved as csv files and provided in <strong>Additional file 3.</strong></p> <p>The SMILES, MOL2, SDF of DUD-E compounds and PDB of receptors used for validation are provided in <strong>Additional file 4</strong>.</p> <p>The SMILES of 500,000 compounds randomly selected from the ChEMBL database are provided in <strong>Additional file 5</strong></p> <p>The SMILES of compounds with activities from the ChEMBL database for each target are provided in <strong>Additional file 6</strong></p>

Dataset for article "Measurement report: Molecular characteristics of cloud water in southern China and insights into aqueous-phase processes from Fourier Transform Ion Cyclotron Resonance Mass Spectrometry"

<p>This dataset is the result of molecular composition of cloud water collected in southern China obtained by ESI FT-ICR MS. This dataset is for the article "Measurement report: Molecular characteristics of cloud water in southern China and insights into aqueous-phase processes from Fourier Transform Ion Cyclotron Resonance Mass Spectrometry" published in Atmospheric Chemistry and Physics by Sun et al. (2021).</p>

3. Annexe 3 Corpus version complète articles médias et commentaires citoyens Colombie

<p>3. Annexe 3 Corpus version complète articles médias et commentaires citoyens Colombie </p>

7. Annexe 7 Corpus version complète articles médias et commentaires citoyens France

<p>7. Annexe 7 Corpus version complète articles médias et commentaires citoyens France</p>