cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17863/cam.8161
title: Research data supporting "A Projector Quantum Monte Carlo Method for non-linear wavefunctions"

description: The dataset contains data that is presented in the associated publication. The latter describes a Projector Quantum Monte Carlo method for optimisation of non-linear wavefunctions using correlator product state wavefunctions as examples.
DOI: 10.17863/cam.20840
title: Research data supporting "Continuous flow chemical vapour deposition of carbon nanotube sea urchins"

description: Data for figures in the publication "Continuous flow chemical vapour deposition of carbon nanotube sea urchins"
DOI: 10.6084/m9.figshare.c.3620720_d6
title: Additional file 2: of Direct next-generation sequencing of virus-human mixed samples without pretreatment is favorable to recover virus genome

description: Flu and Mycoplasma reference genome datasets. (XLSX 8840 kb)
DOI: 10.13120/ae033a5c-0e94-452f-a51e-af76cc3a3b6f
title: Black Sea - Beach litter aggregated datasets 2014/2022 v2024
title: Black_sea_beach_litter_aggregated_datasets_ 2014/2022_v2024

description: EMODnet Chemistry aims to provide access to marine chemistry data sets and derived data products concerning eutrophication, ocean acidification, contaminants and litter. The chosen parameters are relevant for the Marine Strategy Framework Directive (MSFD), in particular for descriptors 5, 8, 9 and 10. The dataset contains standardized, harmonized and validated data collections from beach litter (monitoring and other sources). 
Datasets concerning beach and seafloor litter data are loaded in a central database after a semi-automated validation phase. Once loaded, a data assessment is performed in order to check data consistency and potential errors are corrected thanks to a feedback loop with data originators.
For beach litter, the harmonized datasets contain all unrestricted EMODnet Chemistry data on beach litter, including monitoring data, data from cleaning surveys and data from research. A relevant part of the monitoring data has been considered for assessment purposes by the European institutions and therefore is tagged as MSFD_monitoring. EMODnet beach litter data and databases are hosted and maintained by 'Istituto Nazionale di Oceanografia e di Geofisica Sperimentale, Division of Oceanography (OGS/NODC)' from Italy.
Data are formatted following Guidelines and forms for gathering marine litter data, which can be found at: https://doi.org/10.6092/15c0d34c-a01a-4091-91ac-7c4f561ab508. The updated vocabularies of admitted values are available in https://nodc.ogs.it/marinelitter/vocab.
The harmonized datasets can be downloaded as EMODnet Beach litter data format Version 7.0, which is a spreadsheet file composed of 4 sheets: beach metadata, survey metadata, animals and litter. Local_CDI field in the survey metadata sheet allows to retrieve the original data.
DOI: 10.17863/cam.59062
title: Research data for "The Effect of Systematic Variation of Ni:Co Ratio on the Oxidation Behaviour of γ-γʹ Ni-Co-Al-Ti-Cr Alloys"

description: This record contains the original research data used in the linked publication "The Effect of Systematic Variation of Ni:Co Ratio on the Oxidation Behaviour of γ-γʹ Ni-Co-Al-Ti-Cr Alloys". Comprehensive details of the experimental methods used are provided in that publication. The research data is curated in an Excel spreadsheet. This contains: the microstructural images acquired using scanning electron microscopy; the analysed oxide thickness and internal damage depths; the composition data acquired using energy dispersive X-ray spectroscopy; the raw data of the X-ray diffraction patterns; the mass gain data acquired using thermogravimetric analysis; the elemental concentration maps obtained by secondary ion mass spectrometry.
DOI: 10.17863/cam.93482
title: Research Data on the Effect of NbC Inoculants on the Elastic and Microstructural Evolution of LBP-DED IN718

description: A phase analysis was carried out through XRD and TEM-EDS. XRD was completed using a Bruker D8 X-ray diffractometer and DSC was performed on a Netzsch 404 calorimeter with cylindrical specimen of a diameter of 5 mm and a thickness of 1.0 mm. TEM was performed on an FEI™ Tecnai Osiris TEM operated at 200 kV. A Zeiss Gemini SEM 450 equipped with an Oxford Instruments Symmetry EBSD detector and an Oxford Instruments X-MaxN 50 detector was used for microstructure and texture analysis. RUS was used to determine the elastic constants and calculate elastic properties. The oxidation performance was assessed using a Setaram Instruments Setsys Evolution TGA.
DOI: 10.6084/m9.figshare.28023641
title: Rusman et al Elevated temperature diminishes reciprocal selection

description: <b>Abstract</b>The geographic mosaic of coevolution predicts reciprocal selection, the first step in coevolution, to vary with changing biotic and abiotic environmental conditions. Studying how temperature affects reciprocal selection is essential to connect effects of global warming on the microevolutionary patterns of coevolution to the ecological processes underlying them. In this study, we investigated whether temperature influenced reciprocal selection between a plant (<i>Brassica rapa</i>) and its pollinating butterfly herbivore (<i>Pieris rapae</i>). In two temperature environments (ambient and hot), we measured the phenotypes of plants and butterflies, their interactions and fitness, which we used to calculate reciprocal selection. We found a variety of traits involved in reciprocal selection in the ambient environment, but none in the hot environment. We provide experimental evidence that elevated temperature weakens reciprocal selection, which will help better predict the consequences of global warming for coevolution.Data description: Excel file containing raw data of plant traits, butterfly traits, caterpillar weight and development, pupal weight, caterpillar and butterfly life history traits (averaged per plant), caterpillar feeding positions, the average butterfly traits per plant, the average plant traits per butterfly, butterfly fitness for different nectar treatments.The average butterfly traits per plant and average plant trait per butterfly were calculated based on the number of visits each plant received by each butterfly and their respective phenotypes.The R script contains generic code to exemplify how the above raw data was analyzed. Exact traits and appropiate datasets have to be incorporated by the user.
DOI: 10.17863/cam.40827
title: Research data supporting "Social information use about novel aposematic prey is not influenced by a predator’s previous experience with toxins"

description: This data is from the experiment investigating social avoidance learning in wild-caught great tits, conducted at Konnevesi Research Station in Central Finland during winter 2017. Sheet 1 (“main data”) contains data from the main avoidance learning experiment, including individual attributes (sex, age, weight etc.), experimental treatments and individuals’ foraging choices in the learning trials. Sheet 2 (“preference test”) contains data from the initial preference test of the symbols that were used in the experiment, and Sheet 3 (“visibility test”) data from the initial visibility test of the same symbols.
DOI: 10.17863/cam.26025
title: Research data supporting "Study of defect chemistry in the system La 2- Sr NiO 4+ by 17 O solid-state NMR spectroscopy and Ni K-edge XANES"

description: 17O solid-state magic-angle spinning (MAS) NMR of 17O-enriched La2-xSrxNiO4+δ: broadband spin-echo spectra (pi/6 pulses) at x = 0, 0.1, 0.2, and 0.3; MATPASS spectra (pi/6 and pi/2 pulses) at x = 0, 0.1, 0.2, and 0.3; MATPASS spectra (pi/2 pulses) at x = 0.01, 0.025, and 0.05; MATPASS spectra (pi/6, pi/4, and pi/2 pulses) at x = 0.5, 0.75, and 1.0; selective (for Oi) spin-echo spectra at x = 0, 0.01, 0.025, 0.05, 0.1, 0.2, and 0.3. Raw powder XRD data of as-synthesised and 17O-enriched La2-xSrxNiO4+δ at x = 0.01, 0.025, 0.05, 0.1, 0.2, 0.3, 0.5, 0.75, and 1.0. Normalized Ni K-edge XANES data, i.e., absorption coefficients mu(E) and second derivatives of mu(E), of 17O-enriched La2-xSrxNiO4+δ at x = 0, 0.1, 0.2, 0.3, 0.5, 0.75, and 1.0.
DOI: 10.17863/cam.16695
title: Research data supporting [Mapping nanoscale hotspots with single-molecule emitters assembled into plasmonic nanocavities using DNA origami]

description: Experimental and simulation data is collected at NanoPhotonics center, University of Cambridge.
DOI: 10.13120/8917c844-dd64-4cbd-a2dd-d6cf2604ab3f
title: North East Atlantic Ocean - Seafloor litter aggregated datasets 2006/2023 v2024
title: North_east_atlantic_ocean_seafloor_litter_aggregated_datasets_ 2006/2023_v2024

description: EMODnet Chemistry aims to provide access to marine chemistry data sets and derived data products concerning eutrophication, ocean acidification, contaminants and litter. The chosen parameters are relevant for the Marine Strategy Framework Directive (MSFD), in particular for descriptors 5, 8, 9 and 10. The datasets contain standardized, harmonized and validated data collections from seafloor litter. 
Datasets concerning seafloor litter data are loaded in a central database after a semi-automated validation phase. Once loaded, a data assessment is performed in order to check data consistency and potential errors are corrected thanks to a feedback loop with data originators.
EMODnet seafloor litter data and database are hosted and maintained by ‘Istituto Nazionale di Oceanografia e di Geofisica Sperimentale, Division of Oceanography (OGS/NODC)’ from Italy.
For seafloor litter, the harmonized datasets contain all unrestricted EMODnet Chemistry data on seafloor litter data.
Data are formatted following Guidelines and forms for gathering marine litter data, which can be found at: https://dx.doi.org/10.6092/15c0d34c-a01a-4091-91ac-7c4f561ab508. The updated vocabularies of admitted values are available at https://vocab.seadatanet.org/search or at https://vocab.ices.dk/ .
The harmonized datasets can be downloaded as EMODnet Sea-floor litter data format version 1.0, which is a csv file, tab separated values.
DOI: 10.15468/dl.xd9u2x
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April)",
 "OccurrenceStatus is Present",
 "TaxonKey is Podarcis muralis (Laurenti, 1768)"
 ]
}

 The dataset includes 57 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033202-241126133413365/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.3620810_d1
title: Additional file 1: of High density methylation QTL analysis in human blood via next-generation sequencing of the methylated genomic DNA fraction

description: Supplementary Materials. (ZIP 58629 kb)
DOI: 10.17863/cam.45290
title: Weights to adjust for the number of missing women by Registration Sub-Districts in the I-CeM database, 1851–1911

description: This dataset is designed to be used with the Integrated Census Micro-data (ICeM). It weights to adjust for the number of missing women in each Registration Sub-District (RSD) for every census year. More information is given in 'Weights to adjust for missing women in ICeM database 1851-1911 README' file.
DOI: 10.6084/m9.figshare.c.3620807_d3
title: Additional file 3: Table S1. of A cross-sectional study of physical activity and sedentary behaviours in a Caribbean population: combining objective and questionnaire data to guide future interventions

description: Participant characteristics of Health of the Nation sample aged 25â  54Â years. Table S2. Distribution of inactivity as assessed by objective and subjective measures for selected population characteristics. Table S3. Proportional contribution of each domain to total energy expenditure in young to middle aged Barbadian adults (excluding unemployed participants). (XLS 17Â kb)
DOI: 10.6084/m9.figshare.c.3620819_d1
title: MOESM1 of A study of long-term complications associated with enteral ostomy and their contributory factors

description: Additional file 1. Details of complications of ostomyâ  data file.
DOI: 10.6084/m9.figshare.c.3620813_d2
title: Additional file 2: of Seroepidemiology and associated risk factors of Toxoplasma gondii in sheep and goats in Southwestern Ethiopia

description: Raw data of sheep and goats. (XLSX 17Â kb)
DOI: 10.6084/m9.figshare.c.3620831_d1
title: Additional file 2: Table S1. of Mapping of genetic loci that modulate differential colonization by Escherichia coli O157:H7 TUV86-2 in advanced recombinant inbred BXD mice

description: Analysis of variance for mean colonization day 1. (XLSX 40 kb)
DOI: 10.17863/cam.50241
title: Research data supporting "Roads as a contributor to landscape-scale variation in bird communities"

description: All information concerning this data and associated code can be found in the README file in the .zip folder.
DOI: 10.25824/redu/maf0sk
title: Desempenho da inteligência artificial em questões de processo seletivo de residência médica

description: Banco de dados com os resultados de avaliação de questões de prova de residência médica da Unicamp entre 2020 a 2024, com resultado do desempenho do chat-gpt na resposta às questões.
DOI: 10.17863/cam.13236
title: Research data supporting "Compulsivity reveals a novel dissociation between action and confidence"

description: Original and unprocessed data is provided in support of the article "Compulsivity reveals a novel dissociation between action and confidence". The article was accepted for publication in 2017 in the journal "Neuron". The data relate to the main findings of the study originating from the predictive-inference task described in the manuscript. Electronic supporting information is available from the publisher.
DOI: 10.17863/cam.51790
title: Research data supporting "Prefetching in Functional Languages"

description: Includes OCaml compiler augmented with prefetch intrinsics and associated memory-bound benchmarks. See readme.txt for further details.
DOI: 10.17863/cam.5913
title: Research data supporting "A new method for isolating turbulent states in transitional stratified plane Couette flow"

description: This dataset contains HDF5 files with three-dimensional flow fields from several key times in the reported model simulations. The initial condition is provided, and the code is open access, allowing the full time-dependent model simulations to be reproduced. In addition, several 3D fields from the subsequent model evolution are included which were used to make figures in the published manuscript. The HDF5 file format is self-describing with header metadata and is readable in a wide variety of available software packages.
DOI: 10.6084/m9.figshare.c.3620879_d4
title: Additional file 7: of Uncovering the pathways underlying whole body regeneration in a chordate model, Botrylloides leachi using de novo transcriptome analysis

description: KEGG Pathway analysis with DEG during early and late WBR, in comparison to Stage 0. (XLSX 13 kb)
DOI: 10.6084/m9.figshare.c.3620879_d5
title: Additional file 3: of Uncovering the pathways underlying whole body regeneration in a chordate model, Botrylloides leachi using de novo transcriptome analysis

description: De novo assembled B. leachi transcripts with significant match to the C. intestinalis protein database (E-value cut off atâ
DOI: 10.6084/m9.figshare.c.3620879_d6
title: Additional file 6: of Uncovering the pathways underlying whole body regeneration in a chordate model, Botrylloides leachi using de novo transcriptome analysis

description: PANTHER overrepresentation test showing the GO-Slim Biological Process that were overrepresented among the DE contigs in both early and later stages of WBR. (XLSX 48 kb)
DOI: 10.17863/cam.46514
title: Research data supporting "The Guardian Council: Parallel Programmable Hardware Security"

description: This artefact contains the simulator, a sample benchmark, guardian kernels, and scripts to reproduce and plot experiments from the ASPLOS 2020 paper by S. Ainsworth and T. M. Jones -- The Guardian Council: Parallel Programmable Hardware Security, which uses a many-core support architecture to provide programmable security analysis for conventional processors. It can be used standalone for a short run, or with a copy of SPEC CPU2006 to fully re-evaluate the experiments from the original paper.
DOI: 10.17863/cam.101779
title: Research Data supporting "Strawberry varieties differ in pollinator-relevant floral traits"

description: Dataset of flower observations, nectar and pollen measurements, and bee observations from behaviour experiments. Detailed Readme files provided with the dataset.
DOI: 10.17863/cam.99836
title: Research data supporting 'Electrohydrodynamic Convection Instabilities Observed in Suspensions of Cellulose Nanocrystals'

description: The research dataset contains images and sequences of images of the corresponding videos. Please refer to the pdf EC_CNC_OpenData for abstract and details of the Research Data.
DOI: 10.17863/cam.42270
title: Report presented to Jisc for article processing charges managed by the University of Cambridge, April 2018 - March 2019

description: This spreadsheet records the payments made for open access article processing charges (APCs) through the Research Councils UK (RCUK) block grant and the Charity Open Access Fund (COAF) at the University of Cambridge, via the Office of Scholarly Communication, Cambridge University Library between April 2018 and March 2019.
DOI: 10.17863/cam.44404
title: Research data supporting ‘WP 9: Reconstructing entrepreneur and business numbers for censuses 1851-81’: workers

description: This dataset contains the codes the RECID for each individual who was a worker according to this reconstruction process and their I-CeM occupation code (occode) many of which have been changed as part of the BBCE creation process. RecID (I-CeM unique identifier) Occode (I-CeM occupation code)
DOI: 10.17863/cam.56228
title: Research data supporting "Microfluidic deposition for resolving single-molecule protein architecture and heterogeneity"

description: AFM images for the publication "Microfluidic deposition for resolving single-molecule protein architecture and heterogeneity". The details are described in http://dx.doi.org/10.1038/s41467-018-06345-4. Briefly: alpha-synuclein monomers are deposited on MICA either by hand or by spray deposition. a-beta42 monomers are similarly deposited on HOPG by either hand or spray deposition. Each of these cases is stored in a separated folder.
DOI: 10.25423/cmcc/blksea_analysisforecast_bgc_007_010
title: Black Sea Biogeochemical Analysis and Forecast (CMEMS BLK-Biogeochemistry)
title: BLKSEA_ANALYSISFORECAST_BGC_007_010

description: The biogeochemical hindcasts and forecasts for the Black Sea are produced by the MAST/ULiege Production Unit by means of the NEMO 4.2 circulation model online coupled with the BAMHBI biogeochemical model. The workflow runs at the Cenaero (Belgium) Tier-1 supercomputing centre called Lucia. Analysis is produced once a week, forecasts are produced daily.
DOI: 10.6084/m9.figshare.c.3620945_d2
title: Additional file 1: of Quantitative proteomics signature profiling based on network contextualization

description: Colorectal Cancer dataset (CR). (TXT 4814 kb)
DOI: 10.6084/m9.figshare.c.3620963_d1
title: Additional file 1: of The effects of transfection reagent polyethyleneimine (PEI) and non-targeting control siRNAs on global gene expression in human aortic smooth muscle cells

description: Supplementary Tables. (XLS 138 kb)
DOI: 10.6084/m9.figshare.c.3620966_d1
title: Additional file 1: Table S1. of On the genome base composition of teleosts: the effect of environment and lifestyle

description: Basal metabolic rate body mass- and temperature-corrected by Boltzman’s factor. (XLSX 25 kb)
DOI: 10.6084/m9.figshare.c.3620945_d4
title: Additional file 2: of Quantitative proteomics signature profiling based on network contextualization

description: Renal replicates control dataset (RC-C). (XLSX 1168 kb)
DOI: 10.6084/m9.figshare.c.3620966_d2
title: Additional file 2: Table S2. of On the genome base composition of teleosts: the effect of environment and lifestyle

description: Gill area. (XLSX 70Â kb)
DOI: 10.6084/m9.figshare.c.3620972_d2
title: Additional file 4: of Mitochondrial and oxidative stress genes are differentially expressed in neutrophils of sJIA patients treated with tocilizumab: a pilot microarray study

description: File contains the significant IPA canonical pathways obtained in neutrophils from sJIA patients successfully treated with tocilizumab. (XLSX 22 kb)
DOI: 10.6084/m9.figshare.c.3620966_d3
title: Additional file 3: Table S3. of On the genome base composition of teleosts: the effect of environment and lifestyle

description: Genomic GC value (%), environmental and lifestyle data for the species used in the analyses. (XLSX 19Â kb)
DOI: 10.17863/cam.17141
title: Research data supporting "In situ synchrotron X-ray study of bainite transformation kinetics in a low-carbon Si-containing steel"

description: We have verified the kinetics of the bainite reaction in steels using both dilatometry (an indirect technique) and synchrotron X-ray analysis. The bainite transformation in a low-carbon Si-containing steel has been studied in situ by synchrotron X-rays. While the austenite is homogeneous prior to transformation, the carbon distribution becomes nonuniform as bainite plates form. This is because of the different degrees of physical isolation of films and blocks of residual austenite. The method for converting dilatational strain into bainite volume fraction, using lattice strain as a reference, during isothermal transformation was found to overestimate it. The bainitic and martensitic ferrite did not exhibit a tetragonal unit cell due to the low-carbon content of the steel and the high transformation temperature.
DOI: 10.6084/m9.figshare.c.3620972_d3
title: Additional file 2: of Mitochondrial and oxidative stress genes are differentially expressed in neutrophils of sJIA patients treated with tocilizumab: a pilot microarray study

description: File contains the list of 1290 significant probe sets obtained by paired t-test using the statistical cut-off level of p
DOI: 10.6084/m9.figshare.c.3620984_d1
title: MOESM2 of Social networks help to infer causality in the tumor microenvironment

description: Additional file 2: Table S2. Results influence-based network vs. random networks.