cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/djg7wrpg4h
title: Data for: Prediction of early metastatic disease in experimental breast cancer bone metastasis by combining PET/CT and MRI parameters to a Model-Averaged Neural Network.

description: Raw Data and Model-Averaged Neural Network for the prediction of breast cancer bone metastasis development in a rat model. Required software: R or R-Studio.
DOI: 10.6084/m9.figshare.14473452.v2
title: Interview Guide

description: Interview guide used in our paper
DOI: 10.6084/m9.figshare.4162470.v1
title: Blood group and prognosis in NPC

description: This dataset was freely available to other researchers.
DOI: 10.6084/m9.figshare.16712956.v1
title: KSFO ADS-B Trajectories: Four Months Arriving Aircraft Data

description: ASD-B aircraft trajectory data extracted from the OpenSky Network Historical database via the traffic library fused with ASOS weather data extracted from the Iowa Environmental Mesonet for commercial aircraft arriving at San Francisco International Airport (KSFO) between 01 June 2019 and 30 Sept 2019. Extracted data sets were pre-processed, cleaned, downsampled, and fused by the authors. Accompanies the publication "A clustering-based quantitative analysis of the interdependent relationship between spatial and energy anomalies in ADS-B data" (https://www.sciencedirect.com/science/article/pii/S0968090X21003351). Provides features used and results obtained after detecting spatial and energy anomalies in the ADS-B trajectory data.
DOI: 10.6084/m9.figshare.3409882.v1
title: pyAFQ Stanford HARDI tractography and mapping

description: This tractography and registration mapping was created from the data that is in this PURL on the Stanford Digital Repository: https://searchworks.stanford.edu/view/yx282xq2090. <br>The data were processed using the pyAFQ software and Dipy, to create tensor-based tracts. These were down-sampled by a factor of 1000, and stored in the trk file.<br>The data were also registered to the MNI T2 template, using the SyN algorithm (Avants et al. 2008), implemented in Dipy. Both forward and backward transformation images were saved and are stored the nifti file.
DOI: 10.17632/2gg9gbhdrb
title: Systemic Manual Therapy is better than exercises for hip pain, but does it really matter? dataset

description: This study evaluates the rate of improvement in treatment for hip area pain using systemic manual therapy. It is also comparing this rate of improvement to the rate observed in other studies when exercises and other interventions are used
DOI: 10.17632/k2hwxkzdsc
title: Data for: MicroRNA-25-5p exerts neuroprotective effects by targeting neuronal growth regulator 1 (NEGR1) in human brain micro-vessel endothelial cells Short title: The role of miR-25-5p in HBMECs

description: The raw data of western blot is correspond to each of figures.
DOI: 10.6084/m9.figshare.11858322.v2
title: Chromosome Y sequences

description: A total of 37 scaffolds encompass 5.15 Mb.<br>
DOI: 10.17632/h2tyfzy9jw
title: Dataset for Elsevier Fitoterapia (2022)

description: The following files are associated with the manuscript "Quantum-Mechanical Characteristics of Apigenin: Antiradical, Metal Chelation and Inhibitory Properties in Physiologically Relevant Media", Elsevier Fitoterapia, 2022.

They include geometries of molecules used therein and allows to reproduce the obtained results.
DOI: 10.17632/vyxs2c4nfw
title: RSER Paper 3E Nexus Data

description: Codes and Data Used in Original Research
DOI: 10.6084/m9.figshare.26688428.v1
title: Additional file 2 of A genotyping array for the globally invasive vector mosquito, Aedes albopictus

description: Additional file 2. Mapping probes to reference genomes.
DOI: 10.17632/vhjnxz7jb4
title: DC in TBI case-control

description: The impact of DC in children with moderate-to-severe TBI remains unclear.This retrospective matched case-control analysis was conducted on 53 children with moderate-to-severe TBI who underwent DC. Each child who underwent DC was matched with one child who did not undergo DC according to age, Glasgow coma scale (GCS), pupil response, and cranial CT findings on admission, and compare their mortality, Pediatric Cerebral Performance Category (PCPC) at discharge.
DOI: 10.6084/m9.figshare.17037708.v1
title: Additional file 8 of The global carrier frequency and genetic prevalence of Upshaw-Schulman syndrome

description: Additional file 8: Supplemental Table S7. ADAMTS13 variants in ClinVar database.
DOI: 10.6084/m9.figshare.25283392.v1
title: Experiment 2 - Siri

description: The data provided are used or reflect the experiments performed in my bachelor thesis.
DOI: 10.6084/m9.figshare.12635756.v1
title: runoff sample data

description: model runoff
DOI: 10.6084/m9.figshare.27216684.v1
title: Data for "Switchable optical trapping of Mie-resonant phase-change nanoparticles", Laser Photon. Rev. 2024

description: Optical tweezers revolutionized the manipulation of nanoscale objects. Typically, tunable manipulations of optical tweezers rely on adjusting either the trapping laser beams or the optical environment surrounding the nanoparticles. Here we achieve tunable and switchable trapping using nanoparticles made of a phase-change material (vanadium dioxide or VO2). By varying the intensity of the trapping beam, we induce transitions of the VO2 between monoclinic and rutile phases. Depending on the nanoparticles’ sizes, they exhibit one of three behaviours: small nanoparticles (in our settings, radius &lt; 0.12 wavelength λ) remain always attracted by the laser beam in both material phases, large nanoparticles (&gt; 0.22λ) remain always repelled. However, within the size range of 0.12–0.22λ, the phase transition of the VO2 switches optical forces between attractive and repulsive, thereby pulling/pushing them towards/away from the beam centre. The effect is reversible, allowing the same particle to be attracted and repelled repeatedly. The phenomenon is governed by optical Mie modes of the nanoparticles and their alterations during the phase transition of the VO2. This work provides an alternative solution for dynamic optical tweezers and paves a way to new possibilities, including optical sorting, light-driven optomechanics and single-molecule biophysics.
DOI: 10.6084/m9.figshare.10000571.v1
title: Supplementary Material for: Trigonelline through the Attenuation of Oxidative Stress Exerts Antidepressant- and Anxiolytic-Like Effects in a Mouse Model of Maternal Separation Stress

description: Depression and anxiety are common psychiatric disorders accounting for social and economic burdens. Previous studies have shown that oxidative stress and oxidant/antioxidant imbalance are involved in the pathophysiology of psychiatric disorders. Experiencing early-life adversities (like maternal separation [MS] stress) provoked psychiatric disorders. Trigonelline (TRG) is a pyridine alkaloid that has various pharmacological effects including hypoglycemic, neuroprotective and memory-improving properties. To investigate the antidepressant- and anxiolytic-like effects of TRG focusing oxidative stress, we applied the MS paradigm to male mice at postnatal day (PND) 2–14 (3 h daily, 9–12 a.m.) and investigated the behaviors at PND 45–47. Using valid behavioral tests including a forced swimming test (FST), splash test, open field test (OFT) and elevated plus maze (EPM), we investigated behavioral modifications. Additionally, we examined the effects of MS and TRG treatment on the level of malondialdehyde (MDA), nitric oxide (NO) and also antioxidant capacity in the brain and serum. Our results showed that MS provoked depressive- and anxiety-like behaviors in the FST, OFT, EPM and splash test, which are associated with an increase in MDA and NO levels as well as a decrease in antioxidant capacity in the brain and serum samples. Findings determined that TRG significantly reversed the negative effects of MS on behavior that is accompanied by a decrease in MDA and NO as well as an increase in antioxidant capacity. Findings of the present study showed that beneficial effects of TRG may be, at least partially, mediated via the reduction of oxidative stress and an increase of antioxidant capacity.
DOI: 10.6084/m9.figshare.19743181.v1
title: Rainfall data

description: Rainfall data used in the submitted manuscript.
DOI: 10.6084/m9.figshare.27627204.v3
title: <b>The biological deterioration trend of cultural heritage sites under the industrial process</b>

description: In this study, we analyzed the community composition, abundance, network patterns, and metabolic capabilities of microbial communities across different groups analysing data obtained using high-throughput sequencing.
DOI: 10.17632/637s7mvsg7
title: Walking-Pose with Exoskeleton

description: We provide an RGB-D dataset with fine annotation on the detection of joint points during human walking, including 3588 pairs of RGB images and corresponding depth images. These RGB-D images are captured from persons walking freely and wearing the exoskeleton in different scenes.
The training set contains 2,870 pairs of RGB-D images, and the validation set contains 718 pairs of RGB-D images. We use Realsense D435i depth camera to collect images from actual scenes at Beihang University, and participants include six males and four females. These images are padded and resized to 512 x 512 to simplify the data loading process.
Each annotation contains eight human joint points. The annotation form of the dataset is organized as follows:
x1 y1 x2 y2 x3 y3 x4 y4 x5 y5 x6 y6 x7 y7 x8 y8 /n
...
Where,
x1 and y1 — left shoulder joint.
x2 and y2 — right shoulder joint
x3 and y3 — left hip joint
x4 and y4 — right hip joint
x5 and y5 — left knee joint
x6 and y6 — right knee joint
x7 and y7 — left ankle joint
x8 and y8 — right ankle joint
The label of an image is stored in a text file and associated by the file name.
DOI: 10.6084/m9.figshare.11498142.v2
title: Deep-Learning-Based Components Identification for Raman Spectroscopy

description: Raman spectra contain abundant information from molecules but are difficult to analyze, especially for the mixtures. Deep-Learning-Based Components Identification for Raman Spectroscopy (DeepCID) has been proposed for the problem of components identification. Convolution Neural Network (CNN) models have been established to predict the presence of the components in the mixtures.
DOI: 10.6084/m9.figshare.12600440.v3
title: Raw Data for: Differing effects of size and lifestyle on bone structure in mammals

description: - Three datasets of one structure parameters for all specimens included in the analysis: whole humerus, whole vertebra, and vertebral centrum (individual CSV files).Abbreviations:
DOI: 10.6084/m9.figshare.8869586.v2
title: Temporal dynamics of mycorrhizal fungal communities and co-associations with grassland plant communities following experimental manipulation of rainfall

description: The data contains 4 files:<br>AM fungal community matrix, plant community matrix and treatment table (samples description), to correlate AM fungal community to plant community, and a fasta file containing DNA sequences for each fungal operational taxonomic unit.<br><br>OTUmatrix.csv<br>AM fungal community matrix. Matrix containing number of reads of Operational Taxonomic Units (OTU) of Glomeromycota Fungi for each molecular sample; ‘sample’ (sample ID) and OTU (other columns).<br><br>soilData.csv<br>Treatment table, description of each sample. Contains information on the treatments associated with each sample. Columns description: ‘sample’ (sample ID, which is the sample number used in the OTUmatrix), ‘Treatment’ (watering treatment applied in the plot from which the sample was collected), ‘Plot’ (plot number from which the sample was collected), ‘x.coord.m’ (X coordinates of the plots, for spatial analyses; values are distance in meters from plot 1), ‘y.coord.m’ (Y coordinates of the plots, for spatial analyses; values are distance in meters from plot 1), ‘Year’ (year of sample collection), ‘Season’ (season of sample collection), ‘Season.Year’ (sampling date), ‘month’ (number of month since the establishment of the experimental platform; for temporal analyses), ‘batch’ (<br><br>plantMATRIX.csv<br>Plant community matrix. Matrix containing sample description and biomass (grams) of each plant species for each sample. Columns description: ‘soilID’ (corresponding sample ID from the soilData and OTUmatrix), ‘plot’ (plot number from which the sample was collected), ‘year’ (year of sample collection), ‘month’ (month of the year) ,‘season’ (season of sample collection), ‘Season.Year’ (sampling date), ‘treatment’ (watering treatment applied in the plot from which the sample was collected), next columns contain plant species data.<br>
DOI: 10.6084/m9.figshare.19361390.v1
title: dataset.zip

description: A books dataset for Paragraph-level attention based deep model for chapter segmentation
DOI: 10.6084/m9.figshare.28821242.v1
title: Touray et al. Tri-trophic Interactions of Sancassania polyphyllae with Fungal Biocontrol Agents.csvTri-trophic Interactions of soil mite Sancassania polyphyllae (Acari: Acaridae) with Fungal Biocontrol Agents

description:   
Mycophagous invertebrates can significantly impact the efficacy of fungal biocontrol agents, yet the interaction between these agents and <em>Sancassania</em> <em>polyphyllae</em> (Acari: Acaridae), commonly found in soil ecosystems, remains poorly understood. Our study demonstrates that <em>S. polyphyllae </em>mites feed on fungus-infected insect cadavers as well as the mycelium and spores of <em>Trichoderma afroharzianum</em> and <em>Metarhizium brunneum </em>in pure cultures. Mite feeding activity was greater on <em>Trichoderma</em> than <em>Metarhizium</em>  pure cultures, possibly due to <em>Metarhizium</em>'s acaricidal effects, which impacted mite activity. Furthermore, mite feeding on fungus-infected insect cadavers caused visible damage to the integument. This feeding behavior significantly impacted fungal sporulation, a key factor in biocontrol efficacy. In both the <em>M. brunneum</em>-infected <em>Galleria</em> groups and the <em>T. afroharzianum</em>-infected <em>Galleria</em> groups, mite numbers increased over time, peaking around 9 to 11 days post-infection (dpi) before slightly declining or plateauing. Notably, the fungi-infected insect tissue consistently exhibited significantly higher mite numbers than the pure cultures group at several time points. In dual-culture assays, <em>S. polyphyllae </em>mites preferentially fed on <em>Fusarium oxysporum</em> over <em>T. afroharzianum</em>. The presence of <em>Fusarium</em> may influence mite behavior and potentially reduce their impact on <em>Trichoderma</em>. This preference, possibly nutritional, requires further investigation. Consequently, <em>Trichoderma</em>'s suppression of <em>Fusarium</em> in soil could significantly impact the food resources available to soil-dwelling mites like <em>S. polyphyllae. </em>Further research is needed to determine the nutritional basis of this feeding preference.
DOI: 10.17632/g4m7y2gd33
title: Association between serum lipids and apolipoproteins level and chronic subdural hematoma a case-control study

description: There are 137 cases of chronic subdural hematoma and a 3-fold matched control group (411) in this study. Controls, matched for age (±2 years) and gender, were randomly selected from the patients who come from Department of Emergency Surgery in our hospital, and were excluded if they had stroke, coronary heart disease or treated with lipid-lowering agents. The data included demographic characteristics (age, gender, marital status), past medical history (including a history of hypertension, diabetes mellitus, malignant tumor, kidney failure and dementia), smoking habits, alcohol consumption, head trauma within 3mouth, anticoagulant.
DOI: 10.17632/t74tjp9nmz
title: Data for Early Diagenesis of Coral Rubbles on the High-Energy Platform of Ximen Reef in the Southern South China Sea

description: The dataset comprises data on radiaocarbon dating, carbonate minerals, stable isotopes (C and O) and elemental ratios (Sr/Ca and Mg/Ca) for the article "Early Diagenesis of Coral Rubbles on the High-Energy Platform of Ximen Reef in the Southern South China Sea" by Zhou et al.
DOI: 10.6084/m9.figshare.11553162.v1
title: iso2k v0.14.2

description: Reconstructions of global hydroclimate during the Common Era (CE; the past ~2,000 years) are important for providing context for current and future global environmental change. Stable isotope ratios in water are quantitative indicators of hydroclimate on regional to global scales, and these signals are encoded in a wide range of natural geologic archives. Here we present the Iso2k database, a global compilation of previously published datasets from a variety of natural archives that record the stable oxygen (δ18O) or hydrogen (δ²H) isotopic composition of environmental waters, which reflect hydroclimate changes over the CE. The Iso2k database contains 756 isotope records from the terrestrial and marine realms, including: glacier and ground ice (205); speleothems (68); corals, sclerosponges, and mollusks (145); wood (81); lake sediments and other terrestrial sediments (e.g., loess) (158); and marine sediments (99). Individual datasets have temporal resolutions ranging from sub-annual to centennial, and include chronological data where available. A fundamental feature of the database is its comprehensive metadata, which will assist both experts and non-experts in the interpretation of each record and in data synthesis. Key metadata fields have standardized vocabularies to facilitate comparisons across diverse archives and with climate model simulated fields. This is the first global-scale collection of water isotope proxy records from multiple types of geological and biological archives. It is suitable for evaluating hydroclimate processes through time and space using large-scale synthesis, model-data intercomparison and (paleo)data assimilation.
DOI: 10.6084/m9.figshare.28715054.v2
title: Dataset of Nepali Ethnic Groups Facial Emotion

description: This dataset comprises 1,045 images capturing various human emotions, including happy, sad, disgust, fearful, neutral, surprised, and angry. The images feature individuals from diverse cultural and ethnic backgrounds in Nepal, ensuring inclusivity and a wide range of facial expressions. Each image portrays natural human emotions, making the dataset valuable for AI-based emotion recognition models, psychological analysis, human-computer interaction improvements, and facial recognition enhancements
DOI: 10.17632/hcwtns8d47
title: EBSD datasets of 'Deformation mechanisms and characteristics of the meta-BIFs from an early Proterozoic shear system of the Southern Granulite Terrane (SGT), India'

description: EBSD channel text files used in the manuscript "Deformation mechanisms and characteristics of the meta-BIFs from an early Proterozoic shear system of the Southern Granulite Terrane (SGT), India"
DOI: 10.6084/m9.figshare.735900.v2
title: Bik & Goldstein 2013, Guide to Shortened URLs, XLSX format

description: This is a supplemental table that provides a key to the shortened URLs in: Bik HM, Goldstein MC (2013) An Introduction to Social Media for Scientists. PLoS Biol 11(4): e1001535. doi:10.1371/journal.pbio.1001535
DOI: 10.15468/dl.5fpkyj
title: Occurrence Download

description: A dataset containing 1035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Megachile leachella Curtis, 1828"
 ]
}

 The dataset includes 1035 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009396-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pym334vmrf
title: DATASET - Work-related musculoskeletal disorders among dental students

description: Dataset of the cross-sectional study of work-related musculoskeletal disorders among dental students.
DOI: 10.6084/m9.figshare.12052782.v1
title: SpecifAST antimicrobial susceptibility testing versus VITEK2 in positive blood cultures

description: - Csv file dataset with corresponding codebook- Dataset contains results of prospective 12-month laboratory study evaluating antimicrobial susceptibility results determined by the SpecifAST system compared to the VITEK2 system in clinical positive blood cultures: - Genus and species name of identified micro-organism - Type of antibiotic tested- SpecifAST and VITEK2 results on minimal inhibitory concentrations and corresponding interpretations according to EUCAST- Time to test result SpecifAST and VITEK2<br>
DOI: 10.6084/m9.figshare.19129349.v2
title: 482 Suhuai pigs 80K chip data and phenotype data

description: The chip data (ped and map files) and IFC of 482 Suhuai pigs<br>
DOI: 10.17608/k6.auckland.13710868.v1
title: rDNA copy number estimation using modal coverage pipeline for a 20-copy S. cerevisiae strain using different coverage levels and sliding window combinations

description: Assessing parameters for rDNA copy number estimation accuracy and precision
DOI: 10.17632/zp9bksxs79
title: Macedo et al 2024_interview and landing data

description: The datasets provided were used in Macedo et al 2024.
S2_Interview data: the data was collected through interviews using structured questionnaires with artisanal fishing communities from Maio Island, Cabo Verde
SI3_IMAR_LandingData: the original data was provided by the Instituto do Mar (IMAR), which collects fishery landing data in Cabo Verde. The data was organized in a single dataset and standardized for analyses purpose.
DOI: 10.6084/m9.figshare.3759447.v1
title: Supplementary Material for: Prenatal Brain-Body Allometry in Mammals

description: Variation in relative brain size among adult mammals is produced by different patterns of brain and body growth across ontogeny. Fetal development plays a central role in generating this diversity, and aspects of prenatal physiology such as maternal relative metabolic rate, altriciality, and placental morphology have been proposed to explain allometric differences in neonates and adults. Primates are also uniquely encephalized across fetal development, but it remains unclear when this pattern emerges during development and whether it is common to all primate radiations. To reexamine these questions across a wider range of mammalian radiations, data on the primarily fetal rapid growth phase (RGP) of ontogenetic brain-body allometry was compiled for diverse primate (np = 12) and nonprimate (nnp = 16) mammalian species, and was complemented by later ontogenetic data in 16 additional species (np = 9; nnp = 7) as well as neonatal proportions in a much larger sample (np = 38; nnp = 83). Relative BMR, litter size, altriciality, and placental morphology fail to predict RGP slopes as would be expected if physiological and life history variables constrained fetal brain growth, but are associated with differences in birth timing along allometric trajectories. Prenatal encephalization is shared by all primate radiations, is unique to the primate Order, and is characterized by: (1) a robust change in early embryonic brain/body proportions, and (2) higher average RGP allometric slopes due to slower fetal body growth. While high slopes are observed in several nonprimate species, primates alone exhibit an intercept shift at 1 g body size. This suggests that primate prenatal encephalization is a consequence of early changes to embryonic neural and somatic tissue growth in primates that remain poorly understood.