cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.4978001.v1
title: High School Biology Teachers manuscript raw data.sav

description: This quantitative online survey samples high school biology teachers in Maryland (n=74) to evaluate their personal experience with genetic counselors, as well as the impact that experience has on genetics instruction and the inclusion of genetic counseling in lesson plans. Results suggest that personal experience with a genetic counselor may impact the frequency that the field is discussed outside of a genetic counseling setting. Specifically, it had a significant effect on if a teacher discusses genetic counseling as a potential career with students during the genetics unit (p=0.047), if a teacher would suggest genetic counseling to a student as a potential career (p=0.03), if a teacher has mentioned genetic counseling as a potential career to a student before (p=0.019) and if a teacher would feel comfortable explaining the career of genetic counseling to a student (p=0.001).
DOI: 10.6084/m9.figshare.4978013.v1
title: Atures Rock Art photography

description: This dataset combines photography of engraved rock art collected during the 2016 and 2017 field seasons in the Atures Rapids and Cerro Pintado. <br>A full contextualisation of this data and accompanying discussion is published in Antiquity: <br><br><br>The folders within this dataset correspond to the locations named in the Antiquity paper (Figure 1). <br><br>Files with the prefix "DSC_" were shot with a Nikon D3100 DSLR in raw .NEF format and processed into a lossless image format (.png) in RawTherapee 4.2.447 with default settings. The original files are available upon request, but were prohibitively large to include in this archive.<br>Files with the "WP_" prefix were taken as reference photos with a Nokia Lumia 920 smartphone. Those with "DJI" are aerial images taken with the standard camera on a DJI Phantom 2 Vision+ drone. Drone imagery in the three subfolders of the Picure folder are the source data used in Agisoft Photoscan Pro 1.3.1 to produce the following datasets included in this collection:<br>"Picure Island Upper Petroglyph Panel West""Picure Island Upper Petroglyph Panel East""Picure Island Lower Petroglyph Panel"<br>Photographic metadata (ISO, f-stop, focal length, exposure) including GPS coordinates in the cases of the smartphone and the drone, accompanies the files.<br><br>
DOI: 10.15468/dl.2nm86t
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Malaysia",
 "OccurrenceStatus is Present",
 "TaxonKey is Baccaurea motleyana (Müll.Arg.) Müll.Arg."
 ]
}

 The dataset includes 106 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021338-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9y3j5j
title: Occurrence Download

description: A dataset containing 537312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is one of (云南, 云南; Yunnan, 云南省)"
 ]
}

 The dataset includes 537312 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021330-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6v7wh
title: Occurrence Download

description: A dataset containing 167622 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salamandra salamandra (Linnaeus, 1758)"
 ]
}

 The dataset includes 167622 records from 1872 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088717-240626123714530/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.19773052.v1
title: Gervasoni et al_2022_FR_Immunol_Suppl-DATA.txt

description: Additional data for the Paper: ACUTE THERMOREGULATORY AND CARDIOVASCULAR RESPONSE TO SUBMAXIMAL EXERCISE IN PEOPLE WITH MULTIPLE SCLEROSIS, by Elisa Gervasoni et al. The data shows heart rate and core body temperatures, measured every 20 s during a 6MWT and the subsequent recovery period of 240 s. Each row contains the individual data relating to a PwMS or a control subject.
DOI: 10.17632/9yph9rdkwc.1
title: Red Beet Fiber NMR

description: The data provided here include the 1D and 2D NMR spectra of four red beet fiber fractions, the pomace (PF), water-soluble (WSF), water-insoluble (WIF), and microwave-extracted pectin (10/80 min/˚C).  The anomeric 1H-1H coupling constants and chemical shift resonances of the observed carbohydrate residues are reported.  Additional analyses can be found in the associated paper "Structural characterization of red beet fiber and pectin” (Hotchkiss et al., 2022, https://doi.org/10.1016/j.foodhyd.2022.107549).

The dominant anomeric resonances in the 1D-1H NMR spectrum of the WSF (Figure 1), as well as the PF (Figure 2) are at 5.42 ppm, with smaller intensity resonances at 5.23 and 5.09 ppm, followed by increasingly weaker resonances at 5.16, 5.26, 4.56, 5.31 and 5.13 ppm. The resonance at 5.42 ppm is an apparent doublet with a JH1H2 coupling constant of 2.8~3.42 Hz, which is consistent with H2 and H1 being in an axial-equatorial, or conformation.  These peaks are assigned as α-Glc(1) and α-Glc(2). Similarly, the weak resonance at 5.26 ppm is a doublet with JH1H=3.15 Hz, which is also conformation, and is assigned as α-Glc(3).  The weak doublet centered at 4.56 ppm has a JH1H2 = 7.51 Hz, which indicates an axial-axial orientation, or conformation, and is assigned as β-Glc(2).  

In the 1D-1H NMR spectrum of red beet WIS (Figure 3), the dominant resonance is at 4.65 ppm (doublet, JH1H2 = 8.1 Hz, conformation) and is assigned as β-Glc(1); this resonance is obscured by the water HOD peak in the water-soluble and pomace fractions. The next most intense peak in the water-insoluble fraction is at 5.24 ppm (doublet, JH1H2 = 3.8 Hz, conformation) which is assigned as α-Glc(3). Weaker peaks are found at 5.10 ppm (broad, JH1H2 = small, conformation), which is assigned as α-Ara, and at 4.52 ppm (doublet, JH1H2 = 7.5 Hz, conformation), which is assigned as β-Glc(2).  The weakest anomeric peak observed is at 5.42 ppm (doublet, JH1H2 = 4.4 Hz, conformation), arising from α-Glc(2).

All of the fractions contain many non-sugar resonances (0.5-3 ppm) of their 1D-1H spectra (Figures 1-3), that are primarily aliphatic, and comprise about 10% of the proton spectral intensity in WSF and PF, and about 13% of the proton spectral intensity in the WIF.  Comparing the sugar resonance regions of the 1D-13C NMR spectra (Figure 4) for WSF, PF and WIF, it is seen that WSF and PF have very similar spectra, both in terms of resonances and intensities.  The WIF 1D-13C spectrum, however, the resonances associated with Ara (~110 ppm) and Glc (~99 ppm) are not observed, as well as decreased sucrose resonances (Glc at ~95 ppm and Fru at ~84 ppm). All of these resonances can be weakly detected in the 2D spectra, however, indicating that while their concentration is diminished, they are still present.
DOI: 10.17632/5fg6vm99mf.1
title: The data of assessment of quality attributes, susceptibility to postharvest disorders, and nutrient uptake of ‘Bartlett’ and ‘d’Anjou’ pears in response to pre-harvest harpin β protein spraying

description: This presents the data assessment of quality attributes, susceptibility to postharvest disorders, and nutrient uptake of ‘Bartlett’ and ‘d’Anjou’ pears in response to pre-harvest harpin β protein spraying.
DOI: 10.17632/yfzn6xxbnd.1
title: Raw spectrum data of Citrobacter rodentium cell metabolome in response to punicalagin

description: The Gram-negative bacterium Citrobacter rodentium was cultured in LB media with (PA at 32 uM) or without punicalagin (CT, PBS) for 7.5h (six replicates per group). Quality control (QC) files were also included. Untargeted metabolome profiling was conducted using an Ultra-performance liquid chromatography (UPLC) - tandem mass spectrometer (UPLC-MS/MS). Both ESI positive and negative modes were performed.
DOI: 10.17632/xzdk9d4y3g.1
title: Title: Absence of microglia promotes diverse pathologies and early lethality in Alzheimer’s disease mice- Data and Code Availability

description: Title: Absence of microglia promotes diverse pathologies and early lethality in Alzheimer’s disease mice
Tables providing cell-type specific gene expression differences and WGCNA analyses
DOI: 10.17632/pxgb3cnxvd.1
title: Single cell RNA sequencing reveals immunological rewiring at the maternal-fetal interface following asymptomatic/mild SARS-CoV-2 infection. Sureshchandra et al

description: Single cell marker gene list.
DOI: 10.17632/mwnbrmth6p.1
title: Fecal metabolome raw spectrum data of mice infected with Citrobacter rodentium

description: Untargeted metabolome raw spectrum data of fecal samples collected from mice infected with Citrobacter rodentium. Three groups of samples are: healthy mice without punicalagin supplementation (NC), Citrobacter rodentium infected mice without punicalagin supplementation (CM), and Citrobacter rodentium infected mice with punicalagin supplementation (PA). Both ESI positive and negative modes were analyzed.
DOI: 10.17632/w8bc85x9b4.1
title: Dataset - On exploiting Reinforcment Learning To Test Virtual Reality Software

description: labpackage producced during the conduction of empirical validation presented in the paper "On exploiting Reinforcment Learning To Test Virtual Reality Software". Please procced to the paper or contact the authors for futher clarifications.
DOI: 10.17632/nx94jnxky7.2
title: CAPITAL STRUCTURE AND ITS IMPACT ON PROFITABILITY: A STUDY BASED ON TATA STEEL LIMITED

description: The capital structure is the mixture of debt capital and equity capital that the firm uses. The choice of appropriate source of fund for capital structure is one of the major policy decisions taken by a firm. In this paper an attempt has been made to study the capital structure and its impact on profitability by the help of analysing the last five years balance sheet and financial position through various ratios and components of capital. To achieve the objective of analysing the capital structure of the steel industry component wise dominance and a relationship between the capital structure and profitability of steel industry by taking last five years annual reports of TATA STEEL LTD. It has been observed from the study that shareholders fund has a positive correlation with the element of non-current liabilities but contains a mixed impact with current liability. On the other side, from the profitability point of view, debt equity ratio has a positive impact on price earnings ratio and dividend payout ratio which implies debt capital will improve on profitability measurement ratios.
DOI: 10.17632/5p8vv5zd4f.1
title: Conformational spread drives the evolution of the calcium-calmodulin protein kinase II

description: tCONCOORD protein dynamics raw and PCA trajectories and dynamic correlation matrix.
Multiple sequence alignments (MSAs), phylogenetic tree dendrograms. EV trace and frustratometer scores.
DOI: 10.34740/kaggle/dsv/3645948
title: RIA News headlines 2002 - 2022
DOI: 10.14469/hpc/10397
title: Matlab script for uncertainty quantification and sensitivity analysis of adsorption equilibrium models

description: This repository contains example MATLAB codes relating to the analysis presented in Ward & Pini (2022): “Integrated uncertainty quantification and sensitivity analysis of single component dynamic column breakthrough experiments”. The files herein demonstrate the developed framework as applied to the analysis of adsorption equilibrium models. Bayesian inference is used to calculate the parametric uncertainties in the equilibrium model parameters and the Sobol method is used to ascribe a proportion of the observed model output variability to each of the uncertain parameters. In this example, we apply these techniques to the single-site Langmuir isotherm model for the description of single component adsorption of CO2 onto activated carbon rods. The main file to be run is “SSL_sensitivity_demo.mlx”. This file contains the full workflow and there are paragraphs of text inline relating to the analysis carried out in the associated paper. Running this code will generate all the required plots, including a fitted equilibrium model, parametric distributions for each model parameter, a bar chart of Sobol indices for each model parameter and 95% credibility intervals on the model outputs. Instructions for use are provided within the livescript file itself, as well as in the comments at the beginning of each subfunction file. The equilibrium data analysed here is contained in the file “co2_activated_carbon_isotherm.xlsx”. The function “isotherm.m” calculates the SSL isotherm predictions for specified pairs of pressure and temperature conditions. The function “likelihood.m” calculates the likelihood function. The functions “fit_distribution_skew_normal.m” and “fit_distribution_exponential.m” fit continuous skewed normal and exponential distributions, respectively, to discrete sets of points representing a probability distribution. The function “isotherm_residual.m” calculates the residual sum of squares between a given realisation of the isotherm model and the nominal realisation. The function “tfn.m” calculates the value of Owen’s T-function.
DOI: 10.5281/zenodo.6554321
title: Data and code for Host and pathogen drivers of infection-induced changes in social aggregation behavior

description: Raw data and R code DistanceInds.xlsx contains pairwise distances between pairs of flies, measured within groups of 12 every 30 mins for 4 hours post-infection with one of four bacterial pathogens, at either a low or high dose. NND-Boyle.csv contains nearest-neighbor distances between pairs of flies, measured within groups of 12 following infections with Pseudomonas entomophila.
DOI: 10.5281/zenodo.6554320
title: Data and code for Host and pathogen drivers of infection-induced changes in social aggregation behavior

description: Raw data and R code DistanceInds.xlsx contains pairwise distances between pairs of flies, measured within groups of 12 every 30 mins for 4 hours post-infection with one of four bacterial pathogens, at either a low or high dose. NND-Boyle.csv contains nearest-neighbor distances between pairs of flies, measured within groups of 12 following infections with Pseudomonas entomophila.
DOI: 10.5281/zenodo.6516190
title: Estimation of Winter Wheat Yield and Nitrogen-Use Efficiency by Using Consumer-Grade UAV Multispectral Images

description: It contains supplementary materials and supporting data of Tables of <em>Prediction of Yield and Nitrogen-Use Efficiency by Using Consumer-Grade UAV Multispectral Images of Winter Wheat. </em>However, the artical has not published. Data is available upon request. If you need anything, please don't hesitate to contact me(liujk@ahstu.edu.cn).
DOI: 10.5281/zenodo.6554291
title: flatJACS 3.0

description: A CSV and JSON dataset representing JACS 3.0 subject areas, principal subjects, and detailed subject codes in a unified dataset.
description: {"references": ["Higher Education Statistics Agency (2012/2013). Joint Academic Coding System 3.0 (JACS 3.0). CC BY 4.0. https://www.hesa.ac.uk/support/documentation/jacs"]}
DOI: 10.5281/zenodo.6552684
title: flatJACS 3.0

description: A CSV and JSON dataset representing JACS 3.0 subject areas, principal subjects, and detailed subject codes in a unified dataset.
description: {"references": ["Higher Education Statistics Agency (2012/2013). Joint Academic Coding System 3.0 (JACS 3.0). CC BY 4.0. https://www.hesa.ac.uk/support/documentation/jacs"]}
DOI: 10.21227/nvmb-eg69
title: MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor Affected by Heterogeneous Malware

description: This dataset accurately models the internal behavior of an IoT spectrum sensor (belonging to the ElectroSense platform and consisting of a Raspberry Pi 3 with a software-defined radio kit) when it is functioning normally and under attack. To accomplish it, the system calls of the IoT sensor are monitored under normal behavior, gathered, cleaned, and stored in a centralized directory. Then, the device is infected with current malware affecting IoT devices, such as the Bashlite botnet, Thetick backdoor, Bdvl rootkit, and a Ransomware proof of concept. The monitoring process is repeated for each malware, and infections are sequential, meaning that the device is not infected with more than one malware at a time.
DOI: 10.6084/m9.figshare.15078297
title: 16s sequencing taxonomy-OTU.xlsx

description: This file contains the original data of taxonomy and OTU for project 16s rRNA sequencing of old and young mice feces. Barcode information for adaptor PCR during 16s rRNA sequencing.<br> Samples were feces harvested from old mice (18-month old, O6-O16) or young mice (8-week old, Y1-Y9). Feces of young mice received transplantation from old mice (OT1-15, name as y_oFMT published in paper) and young mice (YT1-15, name as y_yFMT published in paper).<br>
DOI: 10.6084/m9.figshare.15078297.v1
title: 16s sequencing taxonomy-OTU.xlsx

description: This file contains the original data of taxonomy and OTU for project 16s rRNA sequencing of old and young mice feces. Barcode information for adaptor PCR during 16s rRNA sequencing.<br> Samples were feces harvested from old mice (18-month old, O6-O16) or young mice (8-week old, Y1-Y9). Feces of young mice received transplantation from old mice (OT1-15, name as y_oFMT published in paper) and young mice (YT1-15, name as y_yFMT published in paper).<br>
DOI: 10.6084/m9.figshare.16733707
title: Supplemental Tables

description: Supplemental Tables
DOI: 10.6084/m9.figshare.16733707.v2
title: Supplemental Tables

description: Supplemental Tables
DOI: 10.6084/m9.figshare.16733707.v1
title: Supplemental Tables

description: Supplemental Tables
DOI: 10.18112/openneuro.ds000109.v2.0.1
title: Social cognitive tasks (animate movement task, moral judgment task, false belief task)
DOI: 10.5281/zenodo.6517186
title: NOAA Extended Reconstructed SST V5 as Supplementary Data for Publication

description: A global monthly sea surface temperature (SST) analysis from 1854 to the present derived from ICOADS data with missing data filled in by statistical methods.
DOI: 10.5281/zenodo.6517185
title: NOAA Extended Reconstructed SST V5 as Supplementary Data for Publication

description: A global monthly sea surface temperature (SST) analysis from 1854 to the present derived from ICOADS data with missing data filled in by statistical methods.
DOI: 10.7910/dvn/0zrzjp
title: Dogs Brain Training dataset

description: Dogs Brain Training - Develops your Dog's Hidden Intelligence To eliminate bad behavior
DOI: 10.18112/openneuro.ds000109.v2.0.2
title: Social cognitive tasks (animate movement task, moral judgment task, false belief task)
DOI: 10.25345/c5n00zx8z
title: MassIVE MSV000089482 - PAP-gamma associates with PAXT nuclear exosome to control the stability of PROMPT ncRNAs
title: Endogenous ZFC3H1 was tagged in 293T cells. Dignam cellular extracts where subjected to sequential FLAG and HA immunoprecipitation and elution. Complexes were then analyzed using mass spectrometry at the taplin mass spectrometry facility.
DOI: 10.6084/m9.figshare.16773652
title: Boreal Calicioids in northern Ontario

description: The file "Boreal_Calicioids_Ontario.csv" contains data from 51 forest stands in Northern Ontario, Canada.<br>Column Headers are as follows:-Stand ID: Stand ID-Calicioid richness: Number of calicioid lichen species found in the stand-Stand Biomass_kgPerHa: Total lichen biomass in the stand, measured in kg per hectare-ArborealBiomass_kgHa: Total arboreal lichen biomass in the stand, measured in kg per hectare-TerresrialBiomass_kgHa: Total terrestrial lichen biomass in the stand, measured in kg per hectare-SpeciesRichness: total lichen species (all lichens) in the stand-StandAge: approximate stand age as determined from forest inventory data and maps-AvgStandHeight_m: Average height of trees in the stand, measured in metres-CanopyTotalLight: Measure of total lichen in the canopy-CanopyMeanPct: Mean percent canopy cover in the stand-CanopySD: Standard deviation of canopy cover in the stand-TreeComposition: Suite of tree species found in the stand, with percent occurrence by stem-TreeSppRich: Number of tree species found in the stand-LiveTreeStemDensity: Number of stems per hectare of live trees-SnagStemDensity_stemsPerHa: Number of snags per hectare-BasalArea: Basal area of tress in the stand measured in square metres per hectare-PlantingDate: year planting occurred. If no planting done, the field is "None". If there was planting but the date is unknown, the field is "No record".-PlantingDetails: list of species planting (Sb: black spruce, Sw: white spruce; Pj: Jack Pine)-HerbicideTypeApplicationDate: herbicide applied (if any) and year in which it was applied-HerbicideApplicationRate_kgPerHa: application rate of herbicide (if applicable) in kg per hectare-HerbicideLiquidRate_LperHa: application rate of liquid herbicide (if applicable), in litres per hectare-SilviTreatment: description of past siliviculture treatment(s), if anyDominantTree: dominant tree species in the stand<br><br>---The file "calicioid_spMatrix.csv" is a sites (rows) by species (columns) matrix recording presence (1) or absence (blank) of calicioid lichen species. Species codes are included in the file "TableA1.rtf".<br><br><br><br>
DOI: 10.6084/m9.figshare.16773652.v1
title: Boreal Calicioids in northern Ontario

description: The file "Boreal_Calicioids_Ontario.csv" contains data from 51 forest stands in Northern Ontario, Canada.<br>Column Headers are as follows:-Stand ID: Stand ID-Calicioid richness: Number of calicioid lichen species found in the stand-Stand Biomass_kgPerHa: Total lichen biomass in the stand, measured in kg per hectare-ArborealBiomass_kgHa: Total arboreal lichen biomass in the stand, measured in kg per hectare-TerresrialBiomass_kgHa: Total terrestrial lichen biomass in the stand, measured in kg per hectare-SpeciesRichness: total lichen species (all lichens) in the stand-StandAge: approximate stand age as determined from forest inventory data and maps-AvgStandHeight_m: Average height of trees in the stand, measured in metres-CanopyTotalLight: Measure of total lichen in the canopy-CanopyMeanPct: Mean percent canopy cover in the stand-CanopySD: Standard deviation of canopy cover in the stand-TreeComposition: Suite of tree species found in the stand, with percent occurrence by stem-TreeSppRich: Number of tree species found in the stand-LiveTreeStemDensity: Number of stems per hectare of live trees-SnagStemDensity_stemsPerHa: Number of snags per hectare-BasalArea: Basal area of tress in the stand measured in square metres per hectare-PlantingDate: year planting occurred. If no planting done, the field is "None". If there was planting but the date is unknown, the field is "No record".-PlantingDetails: list of species planting (Sb: black spruce, Sw: white spruce; Pj: Jack Pine)-HerbicideTypeApplicationDate: herbicide applied (if any) and year in which it was applied-HerbicideApplicationRate_kgPerHa: application rate of herbicide (if applicable) in kg per hectare-HerbicideLiquidRate_LperHa: application rate of liquid herbicide (if applicable), in litres per hectare-SilviTreatment: description of past siliviculture treatment(s), if anyDominantTree: dominant tree species in the stand<br><br>---The file "calicioid_spMatrix.csv" is a sites (rows) by species (columns) matrix recording presence (1) or absence (blank) of calicioid lichen species. Species codes are included in the file "TableA1.rtf".<br><br><br><br>