cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17863/cam.47021
title: Research data supporting "Social learning within and across predator species reduces attacks on novel aposematic prey"

description: This data is from the experiment that investigated how wild-caught blue tits and great tits use conspecific and heterospecific information about unpalatable prey, published at the Journal of Animal Ecology (2020). The experiment was conducted at the Konnevesi Research Station from October to December 2017. Sheet 1 (“Main experiment”) contains data from the main avoidance learning experiment. Sheets 2 (“Symbol preference blue tits”) and 3 ("Symbol visibility blue tits") contain data of blue tits' symbol choices in initial preference and visibility tests.
DOI: 10.17863/cam.15699
title: Collapse of Flexible Tubes - The Tube Law

description: These experiments provide a detailed record of the way in which flexible tubes collapse as the transmural pressure, or the pressure difference between the inside and outside of the tube, is varied, called the "tube law". The tubes have a known unstrained radius, length, and wall thickness, and they are held at a known length during the experiment. For a particular tube geometry the transmural pressure starts at 0, and is increased (positive pressure indicates a higher pressure outside the tube) in a series of discrete steps. At each of these N pressures, 7 images are taken of the tube from m positions arranged symmetrically in a circle about the longitudinal axis, separated by 45 degrees. These images allow the cross-section at the longitudinal centre of the tube, which has the smallest cross-sectional area of any point along the tube, to be reconstructed in 3 dimensions. 15 material points are marked on the tube, and the positions of these material points are reconstructed in 3 dimensions using the m images, and this allows the cross-sectional shape to be found. Hence, from our data is is possible to find the cross-sectional area as a function of the transmural pressure for tubes with various geometries. The file “Collapse of Flexible Tubes - The Tube Law.txt” contains a detailed summary of the data and code in this repository and how it can be used.
DOI: 10.17863/cam.26363
title: Digital Streams Matrix

description: Data is related to Chapter 7 - 'Digital Preservation Should Be More Holistic: A Digital Stewardship Approach' - of the following published monograph: 'Digital Preservation in Libraries: Preparing for a Sustainable Future', American Library Association, June 11, 2018. ISBN: 978-0-8389-1713-8
DOI: 10.17863/cam.66595
title: Supporting data for "Microscopic metallic air-bridge arrays for connecting quantum devices"

description: Numerical data in text format, produced by CryoMeas (written by C J B Ford). Fig.1- N/A Fig.2- AFM scans data Fig.3- Contrast curves data for Copolymer, 100k, 495k and 950k Fig.4- Matlab routine for estimating the evolution of the resist profile Fig.5- CryoMeas data files and MatLab routine to load them
DOI: 10.17863/cam.6781
title: Data relating to Scalable, Low-Power-Penalty Nanosecond Reconfigurable Hybrid Optical Switches for Data Centre Networks

description: Data relating to Scalable, Low-Power-Penalty Nanosecond Reconfigurable Hybrid Optical Switches for Data Centre Networks
DOI: 10.17863/cam.8414
title: Posterior samples of global steel MFA

description: This video supports the article Incremental Material Flow Analysis with Bayesian Inference (doi.org/10.1111/jiec.12698). The video illustrates samples drawn from the posterior distribution after the second stage of adding data to the analysis. Associated code can be found on Zenodo: https://doi.org/10.5281/zenodo.581183.
DOI: 10.17863/cam.49850
title: Research Data Supporting "Emergence of chromatin hierarchical loops from protein disorder and nucleosome asymmetry"

description: The dataset contains the heaviest weighted clusters from the atomistic Biased Exchange Metadynamics Simulations. The dataset is separated into Whole and Small Nucleosome subsets and further classified by Force field/Phosphorylation states. For the Large Whole nucleosome simulations, we have also added corresponding plumed .dat files for the Biased Exchange Metadynamics Simulations.
DOI: 10.6084/m9.figshare.c.3619799_d1
title: Additional file 3: of Complex translocation disrupting TCF4 and altering TCF4 isoform expression segregates as mild autosomal dominant intellectual disability

description: CASAVA human reference sequence (hg19) coverage summary of whole genome library. (XLSX 51 kb)
DOI: 10.17863/cam.56227
title: Research data underlying: Thiol-Anchored TIPS-Tetracene Ligands with Quantitative Triplet Energy Transfer to PbS Quantum Dots and Improved Thermal Stability

description: Data underlying figures and conclusions in: Thiol-Anchored TIPS-Tetracene Ligands with Quantitative Triplet Energy Transfer to PbS Quantum Dots and Improved Thermal Stability Data files are: TETCA_PLQE_nT.txt TETSH_PLQE_nT.txt These two files contain the measured data for QDs with the two different ligands TETCA and TETSH with measured Absorption of the sample (AbsTOT),Absorption of TIPS-tetracene (AbsTc), Absorbance of the QD (AbsQD) the quantum yield when exciting the QD at 658 nm (QYqd), the quantum yield when exciting TIPS-Tetracene (QYpmf) the total triplet transfer efficiency (nT) and the standard deviation (error). PL spectra.txt The file contains the raw PL spectra of the bandage series of TETSH-QD samples when exciting the QD (Ex 658 nm, accumulated 8 spectra with 5s integration and 500uW excitation) and when exciting the TIPS-tetracene (Ex 515nm accumulating 2 spectra with 25 s integration and 200 uW excitation). Heating_PL_Spectra.txt PL spectra of QDs before and after heating Heating PLQE.txt Calculated quantum yields for the QDs before and after heating, including the QY of ligand emission (Ex515nm) and QY of QD emission (Ex658nm)
DOI: 10.17863/cam.81339
title: Research data supporting "Human mesenchymal stem cells and derived extracellular vesicles reduce sensory neuron hyperexcitability and pain behaviors in murine osteoarthritis"

description: Each file is a Prism file containing all the raw and analysed data that underpins each figure of the paper and the files are accordingly named. msFig1_behavioral, Figure 1- Behavioural data msFig2_histology, Figure 2 - Histology data OARSI histological scoring for DMM mice, explanation how histology was scored in Figure 2 msFig3_ephys, Figure 3, DRG neurone electrophysiology data from osteoarthritis model mice msFig4_coculture_ephys, Figure 4, DRG neurone electrophysiology data from co-culture experiments supplmentary figures, Raw data for all supplementary figure files A full explanation of methods, analysis and interpretation is provided in the paper.
DOI: 10.6084/m9.figshare.c.3619838_d1
title: Additional file 1: of The citation of relevant systematic reviews and randomised trials in published reports of trial protocols

description: Data extraction file with raw data. (XLSX 31 kb)
DOI: 10.6084/m9.figshare.c.3619841_d2
title: Additional file 15: Data S9. of Ribosome quality control is a central protection mechanism for yeast exposed to deoxynivalenol and trichothecin

description: Values to visualize the heat map of Fig. 6b. (TXT 2022Â kb)
DOI: 10.20348/storedb/1179/1310
title: Methodological toolbox for social aspects of Radon and NORM: Quantitative research methods
title: RadoNorm European Radon Behavioral Atlas for Sweden

description: The reports here are part of the RadoNorm project which receives funding from the Euratom research and training programme 2019-2020 under grant agreement No 900009. This study is part of the WP 6 workpackage that addresses the lack of systematic and methodological approaches to studying the socio-economic aspects of sustainable radon remediation frameworks and understanding the socio-psychological situation of affected populations and stakeholders. To address this gap, a work package (WP) aims to develop a set of tools to bridge the awareness-action gap regarding radiation protection. The WP will analyze the effects of citizen participation and institutional empowerment in scientific research related to various radiological exposures, such as radon and NORM. Currently, there is limited exploration of the perception of radiological risks associated with geothermal energy, the use of NORM in building materials, and radon spas. The positions of stakeholders in these areas are unknown, which has implications for communication, socio-political decisions, market dynamics, and controversy surrounding exposure situations. To tackle these challenges, WP6 has set the following objectives: developing and testing a social science toolbox of qualitative and quantitative methods for risk perception and behavior related to radon and NORM exposures; creating health communication tools for behavior change in radon and NORM exposure situations; fostering citizen science perspectives in radon-prone areas; investigating and addressing risk perception, communication, and governance challenges in specific exposure situations to improve radiation protection measures; and providing science-based policy recommendations related to societal aspects of decision making in radiation protection. This study contains data from quantitative research methods.
description: Questionnaire, Database and Technical report on Sweden for European behaviour Atlas as a zip file.
DOI: 10.17863/cam.104427
title: Research data supporting "Data-driven classification of sheared stratified turbulence from experimental shadowgraphs"

description: For a more detailed description, refer to READ_ME.pdf This dataset corresponds to an automated analysis of stratified turbulent flow visualisations in an inclined duct laboratory experiment. The goal is to reduce the complexity of 113 long shadowgraph movies previously shared on another repository doi.org/10.17863/CAM.104471. Our analysis takes each of the 50,155 frames and automatically extracts statistics corresponding to the morphology of density interfaces embeddd within the flow, before clustering these statistics in a low-dimensional space. The resulting clusters are physically interpretable and allow us to classify the flow instantaneously into a distinct type of turbulence. The main dataset is the Matlab array pca_and_clustering_data.mat, providing the interface morphology 10-D vector and the ensuing clustering of each of the 50,155 frames processed in the associated article (see the methodology and variable names in Section III of the article). In addition, we provide: - the archive movies.zip contains six .mp4 movies showing the temporal evolution of all experiments at theta=1, 2, 3, 4, 5 and 6 degrees (including the principal components and clusters). Note that clusters initially named A, B, C, D, E in the movies correspond to L, B, O, G, U respectively in the paper. - metadata_spreadsheet.xlsx shows all the experimental parameters and information about temporal spacing between frames. - clustering_code.zip contains the Matlab code used to cluster the data (including the implementation of the OPTICS algorithm).
DOI: 10.6084/m9.figshare.c.3619841_d3
title: Additional file 14: Data S8. of Ribosome quality control is a central protection mechanism for yeast exposed to deoxynivalenol and trichothecin

description: Values to visualize the heat map of Fig. 6a. (TXT 3521Â kb)
DOI: 10.17863/cam.18873
title: Research data supporting "Real-time intrinsic fluorescence visualisation and sizing of proteins and protein complexes in microfluidic devices"

description: Images of proteins intrinsic florescence in microfluidic channels
DOI: 10.17863/cam.40123
title: Research data supporting "Tinsel: a manythread overlay for FPGA clusters"

description: This package accompanies the paper "Tinsel: a manythread overlay for FPGA clusters" to appear at FPL 2019. It includes a snapshot of the Tinsel and POLite implementations, along with the benchmarks used in the paper. Please note that the latest version of Tinsel is available at https://github.com/POETSII/tinsel.
DOI: 10.17863/cam.43617
title: Research data supporting "Perception of rhythmic speech is modulated by focal bilateral transcranial alternating current stimulation"

description: Behavioural data collected while participants are asked to report target words during transcranial alternating current stimulation (tACS). Scripts are provided to analyze the dataset. See the README.txt for detailed information.
DOI: 10.17863/cam.89595
title: Research data supporting 'The influence of alcohol, carbonate and polyethers as oxygenated fuels on the soot characteristics from a CI engine'

description: The dataset consists of four kinetics mechanisms for four different fuel blends. The fuels are Jet A1, Jet A1/DMC, Jet A1/EtOH and Jet A1/PODE. These mechanisms can be used in engine simulations when the fuels stated are present in the engine. Softwares that can be used with the mechanisms are kinetics and CHEMKIN Pro. The mechanisms can be used without modifications. The zipped folder contains four sub-folders with chemical mechanisms of Jet A1, dimethyl carbonate (DMC), ethanol (EtOH) and polyoxymethylene dimethyl ether (PODE). Within each of the sub-folders, there are two txt files with the chemical mechanism file and thermo file in CHEMKIN format. The details of the simulation conditions can be found in the manuscript.
DOI: 10.17863/cam.25867
title: Research data supporting the publication "Powering the ABC multidrug exporter LmrA: how nucleotides embrace the ion-motive force" by Agboh et al.

description: Research data supporting Figures 1 to 5, and the Supplementary Materials
DOI: 10.17863/cam.45925
title: Data supporting Chung et al., "Quantized Charge Transport driven by a Surface Acoustic Wave in induced unipolar and bipolar junctions", Phys. Rev. B (2019)

description: The data were taken when measuring devices mentioned in this paper, at liquid-helium temperatures. The data for each figure are included together with plots in various Origin projects. The file DataAvailabilityStatement.txt lists which project was used for which figure.
DOI: 10.15468/dl.qnn4up
title: Occurrence Download

description: A dataset containing 11355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (United Kingdom of Great Britain and Northern Ireland, Ireland)",
 "OccurrenceStatus is Present",
 "TaxonKey is Huperzia selago (L.) Bernh. ex Schrank & Mart.",
 "Year 1970-2024"
 ]
}

 The dataset includes 11355 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033194-241126133413365/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.c.3619868_d4
title: Additional file 1: Table S1. of The miRNAome of durum wheat: isolation and characterisation of conserved and novel microRNAs and their target genes

description: List of primers used for Q-RT-PCR assay for durum wheat miRNAs and their putative target genes. (XLSX 14 kb)
DOI: 10.15468/dl.7a643c
title: Occurrence Download

description: A dataset listing the 68 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-3.9833 39.86531,-3.94582 39.86531,-3.94582 39.88434,-3.96935 39.88445,-3.9833 39.88434,-3.9833 39.86531))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY 4.0"
 ]
}

 The dataset's 68 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033191-241126133413365/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.c.3619841_d15
title: Additional file 5: Data S4. of Ribosome quality control is a central protection mechanism for yeast exposed to deoxynivalenol and trichothecin

description: Cytoscape file of the genetic interaction network of DON and/or TTC sensitive strains based on Constanzo et al., 2008. (CYS 301Â kb)
DOI: 10.6084/m9.figshare.c.3619880_d1
title: Additional file 11: of Identifying candidate drivers of drug response in heterogeneous cancer by mining high throughput genomics data

description: List of enriched biological networks for resistant modulators. (XLS 39Â kb)
DOI: 10.6084/m9.figshare.c.3619883_d1
title: Additional file 1: of High prevalence of IgG antibodies to Ebola virus in the EfĂŠ pygmy population in the Watsa region, Democratic Republic of the Congo

description: Efe pygmy, Watsa, DRC: EBOV exposures data. (XLSX 49 kb)
DOI: 10.6084/m9.figshare.c.3619880_d2
title: Additional file 5: of Identifying candidate drivers of drug response in heterogeneous cancer by mining high throughput genomics data

description: List of initial modulators for the resistant group. (TXT 1Â kb)
DOI: 10.6084/m9.figshare.c.3619880_d3
title: Additional file 6: of Identifying candidate drivers of drug response in heterogeneous cancer by mining high throughput genomics data

description: List of initial modulators for the sensitive group. (TXT 3Â kb)
DOI: 10.6084/m9.figshare.c.3619880_d4
title: Additional file 7: of Identifying candidate drivers of drug response in heterogeneous cancer by mining high throughput genomics data

description: Modulator list for the resistant group. (TXT 206 bytes)
DOI: 10.6084/m9.figshare.c.3619886_d1
title: Additional file 2: Table S2. of Association mapping of resistance to rice blast in upland field conditions

description: List of the 151 accessions included in the japonica panel with their country of origin, their blast scores measured in 2014 in Ivory and 2015 in Andranomanelatra and, if need be, indication of the resistant haplotype they harbor at the Pi1 locus and the QTL locus at Chr12_4423506. (XLSX 26 kb)
DOI: 10.6084/m9.figshare.c.3619874_d4
title: Additional file 5: of Comparative genome analysis of Weissella ceti, an emerging pathogen of farm-raised rainbow trout

description: Nexus files and align file of phylogenetic networks. (ZIP 894 kb)
DOI: 10.20348/storedb/1179/1309
title: Methodological toolbox for social aspects of Radon and NORM: Quantitative research methods
title: RadoNorm European Radon Behavioral Atlas for Spain

description: The reports here are part of the RadoNorm project which receives funding from the Euratom research and training programme 2019-2020 under grant agreement No 900009. This study is part of the WP 6 workpackage that addresses the lack of systematic and methodological approaches to studying the socio-economic aspects of sustainable radon remediation frameworks and understanding the socio-psychological situation of affected populations and stakeholders. To address this gap, a work package (WP) aims to develop a set of tools to bridge the awareness-action gap regarding radiation protection. The WP will analyze the effects of citizen participation and institutional empowerment in scientific research related to various radiological exposures, such as radon and NORM. Currently, there is limited exploration of the perception of radiological risks associated with geothermal energy, the use of NORM in building materials, and radon spas. The positions of stakeholders in these areas are unknown, which has implications for communication, socio-political decisions, market dynamics, and controversy surrounding exposure situations. To tackle these challenges, WP6 has set the following objectives: developing and testing a social science toolbox of qualitative and quantitative methods for risk perception and behavior related to radon and NORM exposures; creating health communication tools for behavior change in radon and NORM exposure situations; fostering citizen science perspectives in radon-prone areas; investigating and addressing risk perception, communication, and governance challenges in specific exposure situations to improve radiation protection measures; and providing science-based policy recommendations related to societal aspects of decision making in radiation protection. This study contains data from quantitative research methods.
description: Questionnaire, Database and Technical report on Spain for European behaviour Atlas as a zip file.
DOI: 10.6084/m9.figshare.c.3619880_d5
title: Additional file 1: of Identifying candidate drivers of drug response in heterogeneous cancer by mining high throughput genomics data

description: List of ovarian cancer TCGA samples that are used in this study. (TXT 8Â kb)
DOI: 10.6084/m9.figshare.c.3619886_d2
title: Additional file 6: Table S4. of Association mapping of resistance to rice blast in upland field conditions

description: List of the accessions from the 3000 Rice Genomes Project that belong to the two distinct haplotype groups (IR 64 group and Taichung Native 1 group) putatively associated with PI33 resistance. (XLSX 127 kb)
DOI: 10.6084/m9.figshare.c.3619880_d6
title: Additional file 4: of Identifying candidate drivers of drug response in heterogeneous cancer by mining high throughput genomics data

description: Somatic mutation data. (TXT 260Â kb)
DOI: 10.15468/rx3vyw
title: Data rescue from the article 'Community composition of arctic root-associated fungi mirrors host plant phylogeny' by Botnen, SS et al., 2020.

description: This dataset is an example use case of data rescue from the article 'S S Botnen, E Thoen, P B Eidesen, A K Krabberød, H Kauserud, Community composition of arctic root-associated fungi mirrors host plant phylogeny, FEMS Microbiology Ecology, Volume 96, Issue 11, November 2020, fiaa185, https://doi.org/10.1093/femsec/fiaa185'. Sample metadata and raw sequence data were extracted from the original article's supplementary files available on dryad.org. Bioinformatics steps applied to the raw sequence data to obtain OTU representative sequences were followed as closely as possible, based on the Material and Methods section of the original article.
DOI: 10.17863/cam.79918
title: Supplement for Sovio U, Clayton GL, Cook E, Gaccioli F, Charnock-Jones DS, Lawlor DA, Smith GCS. Metabolomic identification of a novel, externally validated predictive test for gestational diabetes mellitus

description: This file contains supplementary panels, figures and tables. These data support the manuscript: Sovio U, Clayton GL, Cook E, Gaccioli F, Charnock-Jones DS, Lawlor DA, Smith GCS. Metabolomic identification of a novel, externally validated predictive test for gestational diabetes mellitus.
DOI: 10.17863/cam.89668
title: Research data supporting 'The microstructural record of emplacement, inflation and convection of sills, lava flows and lakes'

description: Details of plagioclase grain size in a series of tabular basaltic intrusions (sills), together with the Holyoke Flood basalt lava flow and the prehistoric Makapuhi lava lake. For each body, a suite of samples was collected to form a vertical traverse through the full height of the exposure to permit detailed microstructural analysis using optical microscopic examination of standard thin sections. The plagioclase grain size was measured as the long axis length of each grain intersection in a thin section. The population of long axis lengths viewed in thin section can be analysed to constrain the true 3D shape of the grains only if the grains all have the same shape, which is unlikely for a sample of natural basalt. Accordingly, in the associated paper, only the arithmetic mean of this population is reported for each sample.