cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hx5dvj46rp
title: Pearson correlation data of 535 OTUs from a marine post-smolt RAS.

description: In total 535 operational taxonomic units (OTUs) were defined during microbiome analysis of 105 samples from a marine post-smolt recirculating aquaculture system.  The survey lasted over a period of one year, covering four production cycles, and the sampling sites included were production water, biofilter biofilm carriers, wall biofilm, fish skin and fish skin ulcers.  Here we make public Pearson correlation of all the OTUs defined, bringing information about microbes that did appear simultaneously in the different samples, as based upon their relative abundance (%) in the system.  The data are presented in cvs files, both as organised after OTU number, but also organised after strength of correlation.  The obtained data will be linked to a Data in Brief publication, that will present extracted data from the Mendeley data files.
DOI: 10.17632/x7k7cg7pc5
title: Knowledge and Intention to Use LARC

description: This data evaluated the LARC knowledge among students at a US university and its association with their intention to use a LARC in the future.
DOI: 10.6084/m9.figshare.13147324.v14
title: QMOF Database

description: This repository hosts the Quantum MOF (QMOF) database as described in: https://doi.org/10.1016/j.matt.2021.02.015.
IMPORTANT NOTE:
Please visit https://materialsproject.org/mofs, which is the landing page for the QMOF Database and contains further information about this dataset.
See the documentation for information on how to download other files and data: https://materialsproject.gitbook.io/materials-project-public-docs/methodology/mof-explorer/downloading-the-data
If you use or wish to cite the QMOF Database, please refer to the following publications:

 A.S. Rosen, S.M. Iyer, D. Ray, Z. Yao, A. Aspuru-Guzik, L. Gagliardi, J.M. Notestein, R.Q. Snurr. "Machine Learning the Quantum-Chemical Properties of Metal–Organic Frameworks for Accelerated Materials Discovery", <em>Matter</em>, <strong>4</strong>, 1578-1597 (2021). DOI: <sub>10.1016/j.matt.2021.02.015</sub>.
 A.S. Rosen, V. Fung, P. Huck, C.T. O'Donnell, M.K. Horton, D.G. Truhlar, K.A. Persson, J.M. Notestein, R.Q. Snurr. "High-Throughput Predictions of Metal–Organic Framework Electronic Properties: Theoretical Challenges, Graph Neural Networks, and Data Exploration," <em>npj Comput. Mat.</em> (2022). DOI: <sub>10.1038/s41524-022-00796-6</sub>.
DOI: 10.6084/m9.figshare.22094600.v5
title: Crater counting and mare basalt unit data for Zhao et al. 2023 Icarus-PIV

description: Shapefiles of Zhao et al. (2023) mare age units and crater count areas.Citation:Chen, J., Ling, Z., Liu, J., et al., (2022), Digital and global lithologic mapping of the Moon at a 1:2,500,000 scale. Science Bulletin, 67(20): 2050-2054.<br>Lu, X., Cao, H., Ling, Z., Fu, X., Qiao, L., Chen, J. Geomorphology, Mineralogy, and Geochronology of Mare Basalts and Non-Mare Materials around the Lunar Crisium Basin. Remote Sensing, 2021, 13: 4828.<br>Zhao, Z., Chen, J., Ling, Z., et al., (2023), Chronology, composition, and mineralogy of mare basalts in the junction of Oceanus Procellarum, Mare Imbrium, Mare Insularum, and Mare Vaporum. Icarus, 397, 115531.
DOI: 10.6084/m9.figshare.25422844.v1
title: Dataset for Transkribus Vaybertaytsh HTR model

description: This is a dataset including transcriptions and images of texts written in Vaybertaytsh typeface in Amsterdam by the Ashkenazi community during the 18th century.The dataset was used by Ronny Reshef and Mirjam Gutschow to build the HTR model Vaybertaytsh.YidTakNL in Transkribus.<b>It includes the following GT texts</b>:טראנסלאט אמפליאציען על תקנות דקהלתינו יצו ועל ידי דיא עדלי גרושאכטבארע הערן בורגרמיינשטרן אונ רעגירדרש דיזר שטאט אמשטרדם אפראבירט אין דאטא 23 July 1765, https://mss.huc.edu/portfolio/rbr-d-129/ , https://huc.on.worldcat.org/oclc/1139708262תקנות הקהלה דקהל אשכנזים דק"ק אמשטילרדם 1711, https://mss.huc.edu/portfolio/rbr-o-128/תקנות הקהלה דקהל קודש אשכנזים 1737, https://www.nli.org.il/en/books/NNL_ALEPH990012586850205171/NLIתקנות הקהילה דקהל קודש אשכנזים JB 899 (5th text), https://www.nli.org.il/en/books/NNL_ALEPH990012586850205171/NLI?volumeItem=5 אמפליאציע אונ' אלטעראציע על תקנות דקהלתינו יצ"ו ועל ידי דיא עדלי גרוש אכטבארי הערן בורגרמיינשטרן אונ' רעגיררש דיזר שטאט אמשטרדם אפראבירט דען 5 יוני 1781, https://www.nli.org.il/he/books/NNL_ALEPH990021163940205171/NLIבורגרמיינשטרן אונ' רעגירדרש דיזר שטאט אמשטרדם ... נעשה ה' מאיי 1747 ... יאן פון לאן דע יונג<br>(page head: תקנות הקהלה)<br>(+ אמפליאצי על תקנות ... מאיי 1947 ... & עקסטראקט אויז עש 11 גרוש מעמאריאל דיזר שטאט ... פאליא 51 וכו'), https://www.nli.org.il/he/books/NNL_ALEPH001294844/NLI<br>טראנסלאט אמפליאציען על תקנות קהלתינו יצו ועל ידי דיא עדלי גרויש אכטבארי הערן בורגרמיינשטרס אונ' רעגירדרש דיזר שטאט אמשטרדם אפראביהרט אין דאטא 10 דעצעמבר 1772, https://www.nli.org.il/en/books/NNL_ALEPH990012586850205171טראנסלאט אמפליאציען על תקנות קהלתינו יצו ועל ידי דיא עדלי גרויש אכטבארי הערן בורגרמיינשטרס אונ' רעגירדרש דיזר שטאט אמשטרדם אפראביהרט אין דאטא 8 אקטאבר 1772, https://www.nli.org.il/en/books/NNL_ALEPH990012586850205171See also: https://doi.org/10.5281/zenodo.8328503 for more information.
DOI: 10.6084/m9.figshare.27888858.v3
title: A wireless terahertz cryogenic interconnect that minimizes heat-to-information transfer - Source data

description: The development of practical quantum computers likely requires error-protected quantum processors with thousands of logical qubits. Reaching this scale, potentially involves millions of physical qubits and scaled interconnects. The interconnects need to connect qubits operating at cryogenic temperature with a controller at a high-temperature stage. Conventional coaxial cables introduce conductive heat loads, and thus optical interconnects using low thermal conductivity fibre links have been explored. However, each absorbed photon in the low-temperature stage involves considerable heating, as well as effects such as quasiparticle excitations. Here, we report a wireless terahertz cryogenic interconnect that is based on complementary metal–oxide–semiconductor (CMOS) technology and minimizes the heat-to-information transfer ratio. Our architecture consists of integrated wideband transceivers operating at a carrier frequency of 260 GHz, a hot-to-cold ingress based on passive cold field-effect transistor terahertz detector, and a cold-to-hot egress using ultra-low-power backscatter modulation at the cold reservoir. Our terahertz quantum interconnect technology could potentially provide high-capacity, reconfigurable multichannel cryo-interconnects that operate near the fundamental information transfer limits.
DOI: 10.6084/m9.figshare.11889771.v1
title: Data for Schmitz et al. 2020

description: Data generated for the paper by Schmitz et al. 2020. GTF, expression data, transcript ages.<br>
DOI: 10.6084/m9.figshare.12514883.v2
title: Pan-genome of 10,000 E. coli isolates

description: The complete metadata of 10,146 high quality <i>E. coli</i> genomes isolated from human hosts (F1).Description and complete profiling of 50 <i>E. coli </i>lineages which represent the majority of publicly available human-isolated <i>E. coli</i> genomes (F2). Phylogenetic trees presented in the manuscript (with 500 genomes and with 50 genomes).The complete pan-genome of the collection which includes: A FASTA file containing the representative sequence of each gene of the gene pool (F3).Complete gene presence-absence across all isolates (F4).The frequency of each gene within each of the lineages (F5)Representative sequences from each lineage of the final set of genes in the gene-pool (i.e. a representative sequence from each lineage) (F6)<br>
DOI: 10.15468/dl.7m99h5
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laphria bomboides Macquart, 1849"
 ]
}

 The dataset includes 60 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013404-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22586926.v6
title: Source data for: Land-use changes influence climate resilience through altered population demography in a social insect

description: This dataset includes the source data for the study "Land-use changes influence climate resilience through altered population demography in a social beetle species", as well as the R code for data analysis and a readme file for the dataset.
DOI: 10.6084/m9.figshare.7585277.v2
title: Variational Bayes Estimation of Discrete-Margined Copula Models With Application to Time Series

description: We propose a new variational Bayes (VB) estimator for high-dimensional copulas with discrete, or a combination of discrete and continuous, margins. The method is based on a variational approximation to a tractable augmented posterior and is faster than previous likelihood-based approaches. We use it to estimate drawable vine copulas for univariate and multivariate Markov ordinal and mixed time series. These have dimension <i>rT</i>, where <i>T</i> is the number of observations and <i>r</i> is the number of series, and are difficult to estimate using previous methods. The vine pair-copulas are carefully selected to allow for heteroscedasticity, which is a feature of most ordinal time series data. When combined with flexible margins, the resulting time series models also allow for other common features of ordinal data, such as zero inflation, multiple modes, and under or overdispersion. Using six example series, we illustrate both the flexibility of the time series copula models and the efficacy of the VB estimator for copulas of up to 792 dimensions and 60 parameters. This far exceeds the size and complexity of copula models for discrete data that can be estimated using previous methods. An online appendix and MATLAB code implementing the method are available as supplementary materials.
DOI: 10.6084/m9.figshare.14962947.v1
title: Tabula Sapiens H&E Image Collection

description: Hematoxylin and eosin(H&E) stained slides were generated using standard methods. The slides were examined with a light microscope by a team of expert pathologists who morphologically identified cells belonging to different compartments (epithelial, endothelial, immune, stromal and neuroglial) and provided a rough estimate of the ratios between the compartments. The error estimate was ranked based on the spatial heterogeneity of cell types within each tissue examined.
DOI: 10.6084/m9.figshare.25145615.v1
title: A framework to study and predict functional trait syndromes using phylogenetic and environmental data.

description: Data used in the paper titled "A framework to study and predict functional trait syndromes using phylogenetic and environmental data" published in Methods in Ecology and Evolution in 2024.R scripts used are also included.
DOI: 10.6084/m9.figshare.28868951.v1
title: The gut microbiome of white-headed langurs under different community environments

description: The gut microbiome of white-headed langurs (<i>Trachypithecus leucocephalus</i>) under different community environments.
DOI: 10.6084/m9.figshare.19228131.v1
title: Supplementary Material for: Telerehabilitation During the COVID-19 Pandemic: Patients’ Attitudes and Satisfaction and Physical Therapists’ Experiences

description: Objectives: This study aimed to explore patients’ satisfaction and attitudes regarding telerehabilitation use during the COVID-19 pandemic, and to report physical therapists’ experiences with the use of telerehabilitation. Subjects and Methods: A modified Telemedicine Satisfaction and Usefulness Questionnaire (TSUQ) was used to assess the satisfaction and attitudes of musculoskeletal patients who had received telerehabilitation services during the COVID-19 pandemic. Face-to-face semi-structured interviews were conducted with eight physical therapists to explore their experiences with telerehabilitation, including the difficulties and benefits. Results: Out of 53 patients received telerehabilitation, 46 questionnaires were completed, with a response rate of 86.8%. In general, the patients were satisfied with and had positive attitudes towards the telerehabilitation services. The majority of the patients felt more involved in their care via telerehabilitation (89.2%) and believed that video call sessions were a convenient form of telerehabilitation (93.5%) during the COVID-19 pandemic. Seven out of 8 physical therapists reported the benefits of telerehabilitation (ie., reducing patients waiting lists and improving access to physical therapy care). Also, they were in favour of continuing using telerehabilitation to support the conventional physical therapy care, despite the lack of technological infrastructure. Conclusion: The patients as well as the physical therapists were generally satisfied with their telerehabilitation experiences. Using telerehabilitation in Kuwait was favoured to be as an adjunct method during and after the COVID-19 pandemic. However, with extensive training, resources allocation, and the development of local guidelines, telerehabilitation would become an effective mean for the health delivery system in Kuwait.
DOI: 10.6084/m9.figshare.20413551.v1
title: Tabula Muris Senis Droplet Dataset

description: Dataset for Tabula Muris Senis experiment.
DOI: 10.6084/m9.figshare.28435232.v1
title: Chiller operation data set

description: The ASHRAE RP-1043 dataset comes from a research project by the American Society of Heating, Refrigerating, and Air-Conditioning Engineers (ASHRAE) and focuses on the fault diagnosis of chillers. It records the operating parameters of chillers under different fault conditions, including temperature, pressure, and flow. This data supports researchers in developing and applying various fault diagnosis algorithms. The RP-1043 dataset covers multiple types of chiller faults, with corresponding operational data for each fault type. The dataset structure typically includes multiple features (such as temperature, pressure, and flow) and a label indicating the fault type, making it suitable for training and testing fault diagnosis models.
DOI: 10.6084/m9.figshare.4269185.v1
title: Supplementary macro 3 Batch background correction.ijm

description: Macro to correct uneven background illumination for folders of images based on the algorithm described by G. Landini in Landini G. How to correct background illumination in brightfield microscopy. (2006). <br>http://imagejdocu.tudor.lu/doku.php?id=howto:working:how_to_correct_background_illumination_in_brightfield_microscopy
DOI: 10.6084/m9.figshare.5127574.v1
title: Supplementary Material for: Deutsche Übersetzung des Inferential Confusion Questionnaire - Expanded Version (ICQ-EV)

description: Medicine
DOI: 10.25403/upresearchdata.28789625.v1
title: The effect of guanidinoacetic acid on the occurrence of ascites and performance in broilers

description: The research was based on evaluating the effect of feeding broilers different levels of guanidinoacetic acid and how it will improve production and prevent ascites. The production parameters (growth, feed intake, and feed efficiency) were measured weekly on a pen basis, whereas the effect on ascites was expected to be seen in the heart rate and blood pressure measured on day 32. One male and one female bird were used to measure these parameters.
DOI: 10.6084/m9.figshare.26301094.v1
title: pneumonia

description: pneumonia
DOI: 10.6084/m9.figshare.14489523.v1
title: Gene database of Drosophila melanogaster

description: <i>Drosophila melanogaster</i> is an important fruit fly-based model organism for genetics. This work sought to provide fundamental information about the genetic repertoire of this model organism by parsing its annotated genome sequence downloaded from GenBank. Comprising gene name, gene function, and gene sequence, the database should find use in a variety of workflows seeking to correlate genetic endowment with phenotypic display under varied nutritional and environmental conditions.
DOI: 10.17632/5tp2p84mzc
title: From Climate to Crop: Unveiling the Impact of Agro-Climate Dataset on Rice Yield in Cotabato Province

description: The data was collected from the Office of the Provincial Agriculturist and NASA Power dataset agro-climate dataset from 2007 to 2021. The data was processed using ETL, and multivariate linear regression analysis was conducted to identify the agro-climates that significantly influence the production of irrigated and rainfed rice. The dataset provides information on various agro-climatic factors such as temperature, rainfall, solar radiation, and humidity, along with the production of irrigated and rainfed rice. The dataset also includes explanatory factors that significantly influence the production of rice, which are presented in an Analytical Dashboard. The dataset can be used for predictive analytics research at the municipal level to provide more detailed insights into the agro-climates of different municipalities in Cotabato Province. It can also be used to distribute different varieties of rice that can withstand the effects of climate change to the municipalities of Cotabato. Overall, the dataset provides valuable insights into the relationship between agro-climate and rice production in Cotabato Province, and can inform future decision-making and resource allocation in the region.
DOI: 10.17632/g5fcztszg4
title: Environmental_Hydrological_Data

description: This dataset, titled “Environmental_Hydrological_Data”, provides comprehensive hydrological and environmental observations collected over 100,000 hourly intervals. It is designed for use in hydrodynamic modeling, water resource management, and environmental analysis. The dataset includes variables essential for studying river dynamics, sediment transport, and climate impacts on aquatic systems.

Key Features:

 1. Temporal Coverage: The dataset spans from 2000 to 2022, providing 100,000 hourly records.
 2. Geographical Context: Data collected from multiple stations, representing diverse hydrological conditions.
 3. Variables:
 • Hydrological Data: Water levels (m), discharge rates (m³/s), and flow velocity (m/s).
 • Sediment Analysis: Sediment concentration (mg/L), dissolved oxygen (mg/L), and turbidity (NTU).
 • Environmental Data: Precipitation (mm), temperature (°C), pH levels, and nutrient concentrations (Total Nitrogen and Total Phosphorus).
 4. Use Cases:
 • Hydrodynamic and sediment transport modeling.
 • Climate impact assessments on river systems.
 • Sustainable water resource management.
 • Analysis of environmental quality and ecosystem health.

Applications:

This dataset is ideal for researchers, engineers, and policymakers involved in:
 • Riverine ecosystem modeling.
 • Flood risk assessment.
 • Water quality and pollution control.
 • Decision-making for sustainable environmental and hydrological management.

Format:

The dataset is stored in Excel format (.xlsx) for easy access and compatibility with analytical tools like Python, R, MATLAB, and Excel.
DOI: 10.17632/n7nkz6jpyf
title: Articles on Financial literacy

description: The dataset includes bibliographic information of 1879 articles of the topic of Financial literacy in the Scopus database
DOI: 10.6084/m9.figshare.14903103.v3
title: Aprendizado de Máquina para Descoberta de Conhecimento no RHC: Um estudo sobre câncer de boca

description: Tabela suplementar com regras de associação obtidas do estudo feito na base de dados dos Registros Hospitalares de Câncer (RHC) para os registros de câncer de boca. <br>Para representar os valores de confiança e suporte em valores percentuais é necessário somente a multiplicação por 100.
DOI: 10.6084/m9.figshare.24885540.v4
title: Datasets for the reproduction of the experiments presented in the LoCoHD article

description: Use the LoCoHD Rust implementation along with the Python scripts in the linked GitHub repository. Datasets provided here can be used to test and reproduce the same experiments described in the article.
DOI: 10.6084/m9.figshare.28435415.v1
title: BD_BIG_DATA_TURISMO_RSL.xlsx

description: Base de datos de revisión sistemática de BigData para el Turismo.
DOI: 10.6084/m9.figshare.6323036.v1
title: Dataset of hydraulic aperture and effluent element concentrations over time

description: Numerical results presented in the article "Modelling of dissolution-induced permeability evolution of a granite fracture under crustal conditions". <br><br>File name: 1D_model_time_outflow_1.csv<br>Shown in Figure 6 and Figure 7<br>Initial contact area ratio R<sub>c0</sub>: 1.95%; <br>Initial mean mechanical aperture b<sub>m0</sub>: 9.12082 micro;<br><br>File name: 1D_model_time_outflow_2.csv<br>Shown in Figure 8(a)<br>Initial contact area ratio R<sub>c0</sub>: 1.90%; <br>Initial mean mechanical aperture b<sub>m0</sub>: 9.1147 micro;<br><br>File name: 1D_model_time_outflow_3.csv<br>Shown in Figure 8(a)<br>Initial contact area ratio R<sub>c0</sub>: 2.0%; <br>Initial mean mechanical aperture b<sub>m0</sub>: 9.1208 micro;<br><br>File name: 1D_model_time_outflow_4.csv<br>Shown in Figure 8(b)<br>Initial contact area ratio R<sub>c0</sub>: 1.95%; <br>Initial mean mechanical aperture b<sub>m0</sub>: 8.1047 micro;<br><br>File name: 1D_model_time_outflow_5.csv<br>Shown in Figure 8(b)<br>Initial contact area ratio R<sub>c0</sub>: 1.95%; <br>Initial mean mechanical aperture b<sub>m0</sub>: 10.1309 micro;<br>
DOI: 10.6084/m9.figshare.7372898.v3
title: Simultaneous extracellular electrophysiology data

description: Supporting data for “An orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability”.<br>
DOI: 10.17632/pmycgb2bt7
title: Dataset for Quantum Circuits Mapping

description: The proposed dataset helps to address the quantum circuit mapping problem as a classification task. Three csv files are provided, each one refers to a specific IBM quantum machine, namely  IBMQ Santiago, IBMQ Athens, and IBMQ 16 Melbourne. Each csv file is composed of random quantum circuits mapped onto the specific IBM quantum processor. In detail, each dataset instance contains some features related to the calibration data of the physical device and others related to the generated quantum circuit. Finally, the instance is labeled with a vector encoding the best mapping among those provided by deterministic mapping algorithms.
DOI: 10.6084/m9.figshare.25028042.v1
title: source data file.xlsx

description: The growth and sustainable development of humanity is heavily dependent upon N<sub>2</sub> fixation. Herein we discover ambient catalyst-free disproportionation of N<sub>2</sub> by water plasma which occurs <i>via</i> the distinctive HONH-HNOH<sup>+</sup><sup>•</sup> intermediate to yield economically valuable nitroxyl (HNO) and hydroxylamine (NH<sub>2</sub>OH) products. Calculations suggest that the reaction is prompted by the coordination of electronically excited N<sub>2</sub> with water dimer radical cation, (H<sub>2</sub>O)<sub>2</sub><sup>+</sup><sup>•</sup>, in its two-center-three-electron configuration. The reaction products are collected in a 76-needle array discharge reactor with product yields of 1.14 μg cm<sup>–2 </sup>h<sup>–1</sup> for NH<sub>2</sub>OH and 0.37 μg cm<sup>–2 </sup>h<sup>–1</sup> for HNO. Potential applications of these compounds are demonstrated to make ammonia (for NH<sub>2</sub>OH), as well as to chemically react and convert cysteine, and serve as a neuroprotective agent (for HNO). The conversion of N<sub>2</sub> into HNO and NH<sub>2</sub>OH by water plasma could offer great profitability and reduction of polluting emissions, thus giving an entirely look and perspectives to the problem of green N<sub>2</sub> fixation.