cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21183769.v1
title: Liu et al., 2022, Nature Communications

description: <strong>Liu, X., Huber, M., Foster, G., Dessler, A., and Zhang, Y.G., Persistent high latitude amplification of the Pacific Ocean over the past 10 million years, Nature Communications, 2022</strong>
DOI: 10.6084/m9.figshare.23294855.v2
title: Dataset for Jiao et al., 2023.xlsx

description: Dataset from Jiao, W., Wan, S., Li, Y., Zhao, D., Liu, C., Jin, H., et al. (2023). Global cooling-driven summer monsoon weakening in South China across the Eocene-Oligocene transition. <br> The dataset set includes two worksheets in the EXCEL. The first worksheet documents magnetic parameters and diffuse reflectance spectroscopy data. The second one documents the unmixing results of isothermal remanent magnetization acquisition curves.
DOI: 10.6084/m9.figshare.7217459.v1
title: data.tar.gz

description: The data contain time-series data of daily outpatient for 18 diseases, and 12 environmental factors. These environmental factors are particular matters with diameters less than 10 $\mu$meters ($PM_{10}$), particular matters with diameters less than 2.5 $\mu$meters ($PM_{2.5}$), ozone ($O_3$), carbon monoxide (CO), nitrogen oxide (NO), nitrogen dioxide ($NO_2$), sulfur dioxide ($SO_2$), temperature (T), precipitation (P), wind direction (WD), wind speed (WS), and relative humidity (RH).The daily outpatient visits were computed according to the 3 aged groups of outpatients (0-15, 16-65, and higher than 66 years old as discussed in Wang and Chau~\cite{bib21} and Chau and Wang~\cite{bib22}. A spectrum of 18 diseases was sorted based on the International Classification of Diseases, 9th Revision (ICD-9). These 18 diseases include the diseases of respiratory system, such as allergic rhinitis (AR), asthma, pneumonia, and chronic obstructive pulmonary disease (COPD); accidents; mental disorders (anxiety, dissociative, somatoform disorders); the digestive system, such as peptic ulcer disease (PUD), and chronic liver diseases and cirrhosis; circulatory system, such as cerebrovascular disease, heart disease, and hypertensive disease; diabetes mellitus; malignant neoplasm (cancer); genitourinary system (nephritis, nephritis, and nephrosis); musculoskeletal system, such as other disorders of soft tissues, osteoarthrosis and allied disorders, and spondylosis and allied disorders; and influenza.
DOI: 10.17632/5d6kffbmtw
title: THE EFFECTS OF A PSYCHOLINGUISTIC APPROACH TO MULTISENSORY INSTRUCTION ON  PSYCHOLINGUISTIC ABILITIES  OF CHILDREN WITH LEARNING DISABILITIES

description: THE EFFECTS OF A PSYCHOLINGUISTIC APPROACH TO MULTISENSORY INSTRUCTION ON  PSYCHOLINGUISTIC ABILITIES  OF CHILDREN WITH LEARNING DISABILITIES
DOI: 10.17632/s26kxvspn7
title: Artificial Intelligence, Firm Growth, and Product Innovation

description: Replication dataset for "Artificial Intelligence, Firm Growth, and Product Innovation" published in Journal of Financial Economics. (Please note: pseudo data are provided for the proprietary datasets, including Compustat )
DOI: 10.6084/m9.figshare.13698994.v1
title: Osmanthus fragrans gene cds

description: Osmanthus fragrans gene cds
DOI: 10.6084/m9.figshare.22699402.v3
title: 16S rDNA sequencing and mass spectrometry-based metabolite profiling of offspring in mice at 24 weeks old

description: Maternal overnutrition can dramatically increase the susceptibility of offspring to metabolic diseases,whereas maternal exercise may improve glucose metabolism in offspring. C57BL/6 female mice were randomly assigned to four subgroups according to a diet and exercise paradigm before and during pregnancy as follows:NC(fed with normal chow diet and sedentary),NCEx(fed with normal chow diet and running),HF (fed with high-fat diet and sedentary),and HFEx(fed with high-fat diet and running).Integrative 16S rDNA sequencing and mass spectrometry-based metabolite profiling were synchronously performed to characterize the effects of maternal exercise on the gut microbiota composition and metabolite alterations in offspring.
DOI: 10.6084/m9.figshare.7092824.v1
title: Supplementary material for the paper "Comparison of stochastic and machine learning methods for multi-step ahead forecasting of hydrological processes"

description: This dataset serves as supplementary material to the fully reproducible paper entitled "Comparison of stochastic and machine learning methods for multi-step ahead forecasting of hydrological processes". We provide the R codes and their outcomes. We also provide the reports entitled “Definitions of the stochastic processes’’, “Definitions of the forecast quality metrics’’ and “Selected figures for the qualitative comparison of the forecasting methods’’. The former version of this dataset is available in the provided link.
DOI: 10.6084/m9.figshare.20523222.v1
title: Di_Fiore_et_al_La_Palma_Rheology_Raw_Data

description: The dataset is composed by a set of Cooling Deformation Experiments (CDE) and a set of Isothermal Deformation Experiments (IDE).
DOI: 10.6084/m9.figshare.28594295.v2
title: Raman-ChEMBL-part2

description: Raman-ChEMBL-part2
DOI: 10.6084/m9.figshare.5404759.v2
title: GM_processed_files.zip

description: Processed GigaMUGA SNP genotype data on the Collaborative Cross founders, useful for preparing Diversity Outbred mouse genotypes for use with R/qtl2 (http://kbroman.org/qtl2)<br>GM_allelecodes.csv: allele codes used for all SNPsGM_foundergeno*.csv: consensus genotypes for each of the 8 founder linesGM_gmap*.csv: Genetic map positions of the SNPsGM_info.csv: marker, chr, Mbp position, cM position, and tierGM_pmap*.csv: Physical map positions (in Mbp) of the SNPs
DOI: 10.17632/gn2pnhc58x
title: Aquaculture - Fish Species Dataset

description: A dataset with 196 samples is developed by collecting real time data through pH sensor, temperature sensor and turbidity sensor in various ponds located at Warangal, Telangana State, India. After outlier treatment dataset is reduced to 182 samples.
DOI: 10.6084/m9.figshare.20495733.v1
title: cisBP_human.745.meme

description: CIS-BP motif ref.
DOI: 10.6084/m9.figshare.8035733.v1
title: Patient 11 MRI

description: CTs and MRIs were both acquired under radiotherapy immobilization protocols with patients in the treatment position.<br>CT scans were acquired on one of four machine models (LightSpeed RT16, GE Medical Systems, Waukesha, WI, USA; Brilliance 64 or Brilliance Big Bore, Philips Healthcare, Cambridge, MA, USA; SOMATOM Definition Edge, Siemens, Washington D.C., USA) using x-ray tube currents between 208 – 434 mA at 120 kVp. All scans have slice thicknesses of either 2.5 or 3 mm, with 2.5 or 3 mm of space between slices. Sections are displayed in 512 x 512 pixel matrices and were reconstructed in diameters between 500 – 600 mm. <br>MRI scans were acquired in one of two machine models (Discovery MR750, GE Medical Systems, Waukesha, WI, USA; Ingenia, Philips Healthcare, Cambridge, MA, USA) in 3 Tesla magnetic fields with echo times between 97.72 – 101.82 milliseconds. All scans have slice thicknesses of 2.5 mm, with 2.5 or 4 mm of space between slices. Sections are displayed in 512 x 512 pixel matrices and were reconstructed in 256 mm diameters.
DOI: 10.6084/m9.figshare.21932211.v1
title: An Auto-generated Photocatalysis Database for Water-Splitting Applications by Exploiting Inter- and Intra-Sentence Relations

description: (1) Photocatalysis databases.(2) Photocatalysis extraction models.(3) Photocatalysis extraction scripts.(4) Code for ChemDataExtractor v2.2 that was developed to auto-generate this database (static version).(5) A supporting CDEDatabase software package that was written to read/write ChemDataExtractor extracted files (static version).
DOI: 10.6084/m9.figshare.27968166.v2
title: The emergence of metabolisms through Earth history and implications for biospheric evolution

description: Associated material for the PTRSB manuscript, entitled 'The emergence of metabolisms through Earth history and implications for biospheric evolution' from Moody et al. 2025.File structure:Dated_Nodes: This includes the merged dating results with the reconciliationsDating_Results: Results from the molecular clock analysesGenes_Taxonomy_Tree: This includes the alignments, concatenation and species tree files, along with ID files.Metabolic_completeness_over_time: This includes the anvio estimations for the internal and external nodes across the species tree, line graphs for each of the metabolic modules over time, and also all the data used to generate them.Timeslice_KEGGs: This includes the different time-slice metabolisms inferred via anvio for figure 1A.Transfers: This includes the information used for the transfer and duplication analyses.<br>
DOI: 10.17632/ywkhxtp7n5
title: Color, Packaging and Culture

description: The following dataset contains:
1. Color perception in Design (Responses) Data.
2. Pie Analysis of the Color perception in Design (Responses) by Google Forms
3. Tables containing information collected for research purposes. On Colour temperature, preference and 20 Dishes of India and South Korea under 5 topics with its color palette.
4. Named Tables from Table 3.
DOI: 10.6084/m9.figshare.12581678.v4
title: Dataset for the paper "Towards accurate and practical drone-based wind measurements with an ultrasonic anemometer"

description: The zip files contain all the data that was used for the paper. A short explanation can be found in the text files in the zip archives.<br>The comparison data with the lidar has been removed on request. This data will also disappear from the project history in a moment.
DOI: 10.6084/m9.figshare.19931066.v1
title: 富山県におけるアオドウガネとヤマトアオドウガネの生息状況および分布可能域の比較

description: Recently, Anomala albopilosa expands its distribution northward in Honshu, displacing related endemic species such as A. japonica, however, the distribution of A. albopilosa in Toyama Prefecture is unknown well. Then, we investigated the records and distribution of A. albopilosa and A. japonica in Toyama Prefecture, A. albopilosa were found in the central area of the prefecture from the early 2000s at intervals of less than five years. Furthermore, as of 2021, A. albopilosa were confirmed in a wide range from the western area to the central area of Toyama prefecture and in Kurobe City. As a result of estimating the distribution area of A. albopilosa with MaxEnt, the distribution area of A. albopilosa almost completely overlapped with the one of A. japonica. On the other hand, the occurrence peaks of adult of both species differed by about two months. <br> 図S1a：アオドウにおける各環境変数が分布推定に与えた影響（重要度）． <br> 図S1b：ヤマトにおける各環境変数が分布推定に与えた影響（重要度）． <br> 表S1：2021年野外調査結果生データ．
DOI: 10.6084/m9.figshare.20480793.v1
title: Linguistic politeness across Austria and Italy: Backing out of an invitation with an instant message

description: Data contain: a) the questionaire in German and Italian used to elicit speech acts of last minute cancellation and metadata b and c) Italian and Austrian German speech acts of refusal analysed in the reseach.
DOI: 10.6084/m9.figshare.27224772.v1
title: <i>Toona sinensis</i> (Chinese Toon) Whole Genome Sequencing

description: This dataset consists of the VCF files from the whole-genome sequencing of <i>Toona sinensis</i>, including two files: '<code>Toona_sinensis.raw.filter.snp.vcf_1.vcf.gz'</code> is the VCF file before filtering, and '<code>filterd_final_2.vcf.gz'</code> is the VCF file after filtering.
DOI: 10.25416/edgehill.16658962.v1
title: Postglacial diatom-climate responses in a small lake in the Pacific Northwest of North America - Cores collected from Moss Lake, WA, USA have been analysed for diatoms and pollen as well as LOI and magnetic susceptibility, age/depth model output

description: <b>Abstract</b>Data provided here includes a Holocene diatom and pollen record from Moss Lake, Washington, USA (N 47o 41' 35.7" W 121o 50' 48.6"). Cores from Moss Lake were collected in 2014 and contain tephra deposits from Mount Mazama and Glacier Peak. Investigations have been carried out on the impact of tephra deposition, but this publication analyses the whole Holocene record. Included in this data set are the raw diatom and pollen counts, sedimentary analyses including Loss on Ignition (raw and interpolated values) and magnetic susceptibility (using a loop scanner), and Radiocarbon dates including the output from an age/depth model created using OxCal. Abstract A diatom record spanning the last 14,500 cal yr BP from Moss Lake, Washington, USA is used to assess Holocene climate change in the Pacific Northwest including evidence for periodicities related to atmospheric-ocean interactions and/or variations in solar output and is directly compared to the pollen record from the same site. Three main climate phases were identified: (i) the Late Pleistocene (until 11,800 Cal yr BP, GI-1, GS-1), with a cold climate evidenced by the low abundance of diatoms; (ii) Greenlandian/early Northgrippian (11,800 - 7500 Cal yr BP), with a shift to a warmer climate,; and (iii) late Northgrippian and Meghalayan from 7500 Cal yr BP onwards, with a cooler and moist climate. These climate shifts are in good agreement with the pollen record of Moss Lake and other records from the region. Fluctuations in Discostella pseudostelligera and Aulacoseira taxa suggest climatic cycles of varying amplitude throughout the assemblage and are conceptually linked to ENSO/PDO like cycles. Spectral analyses revealed periodicities of approximately 2100 yrs, 1400 yrs, and 450 yrs. The ~2100 yr cycle is attributed to solar variation, particularly the Hallstatt Oscillation. Both the ~1400 yr and ~450 yr cycles are attributed to ENSO and PDO like cycles. The ~1400 periodicity is evident throughout the Late Pleistocene and late Northgrippian/Meghalayan reflecting high amplitude shifts from El Niño/positive PDO (weak wind intensity) to La Niña/Negative PDO (high wind intensity). The cycle amplitudes are reduced during the Greenlandian and occur on a 450-year cycle. ENSO suppression is recorded throughout the Pacific Northwest, but most state it occurred during the Northgrippian, suggesting the diatom record from Moss Lake is modulated by endogenic processes during this time. Diatom data from Moss Lake has helped to refine our understanding of Holocene climate change and ENSP/PDO in the Pacific Northwest.
DOI: 10.6084/m9.figshare.16621646.v1
title: Code R script from Ecological impacts of water-based recreational activities on freshwater ecosystems: a global meta-analysis

description: R script with code to perform calculate effect sizes and perform the meta-analysis and to produce the shown figures
DOI: 10.6084/m9.figshare.845599.v1
title: PhD Dissertation: Characterizing the Performance of the Precision Array to Probe the Epoch of Reionization

description: 2012 PhD dissertation for the University of Virginia's Department of Astronomy.
DOI: 10.17632/6kstf78rvt
title: Fast, Personal, and AI-Powered: The Future of Customer Experience

description: This research provides valuable insights into customer preferences for live chat support within the SaaS sector, revealing key areas for improvement and potential strategies for enhancing customer satisfaction. By leveraging the data collected, businesses can make informed decisions about their customer support approaches, ultimately leading to improved user experiences and greater customer loyalty.
DOI: 10.17632/76rw6jb9bw
title: Messina & Lindell Instagram Ad Perceptions Data
DOI: 10.6084/m9.figshare.27132483.v2
title: PPG signals in .MAT files

description: This information is related to the project "PPG-Based Cholesterol Assessment," which showcases different PPG signals along with the cholesterol levels of the subjects. The purpose is to validate techniques or tools for estimating total cholesterol levels in the blood using the PPG signal.
DOI: 10.6084/m9.figshare.28157324.v1
title: Datasets for Submerged Microplastics in the Ocean

description: These datasets supports the core contents in the paper titled "Submerged Microplastics in the Ocean"
DOI: 10.17632/3cygrjjtf3
title: Dataset on elemental composition of soils and plants under long-term application of mineral and organic fertilizers on gray forest soils in Vladimir region, Russia

description: Dataset contains data on the elemental composition of soils and two plant species (pea and oat) of an agrocenosis in the European part of Russia (Suzdal, Vladimir region). The table on separate sheets presents data on total concentration of 34 elements (Na, P, Ca, K, Mg, Fe, Al, Li, Cr, Mn, Co, Ni, Cu, Zn, Sr, Cd, Ba, Pb, La, Ce, Pr, Nd, Sm, Eu, Gd, Tb, Dy, Ho, Er, Tm, Yb, Lu, Sc, Y) in arable and subsurface layers of soil (0-20 and 20-40 cm), concentration of mobile forms of elements in 0-20 cm layer, concentration of elements in separate parts of plants (stems, leaves, pods/ear), as well as above-ground organs of plants as a whole. Data on general agrochemical characterization of soils are also presented: pH of water and salt suspension, organic carbon content, content of mobile forms of phosphorus. A brief characterization of the experimental groups of the long-term field experiment, for which the data were obtained, is given.
DOI: 10.6084/m9.figshare.21203807.v1
title: MnSi_manuscript_data_code

description: Data used for plotting main-text figures for manuscript entitled "Magnetic molecular orbitals in MnSi" <br>
DOI: 10.6084/m9.figshare.21996098.v1
title: Supplementary Material for: Regional Variation of Erythropoiesis-Stimulating Agent Hyporesponsiveness in the Global Daprodustat Dialysis Study (ASCEND-D)

description: Introduction: Hyporesponsiveness to erythropoiesis-stimulating agents (ESAs) affects 10–15% of the chronic dialysis population. We explored baseline characteristics and predictors of ESA hyporesponsiveness in a global randomized cardiovascular outcomes study comparing an investigational hypoxia-inducible factor prolyl hydroxylase inhibitor (HIF-PHI), daprodustat, with conventional ESA treatment. Methods: ASCEND-D (NCT02879305) recruited 2964 chronic dialysis patients receiving ESA treatment (standardized to weekly intravenous [IV] epoetin) who were iron replete at baseline. The primary ESA hyporesponsiveness definition was an ESA Resistance Index (ERI, ESA Units/kg/week/hemoglobin g/l) ≥2 or IV standardized ESA dose ≥450 Units/kg/week. Predictors of ESA hyporesponsiveness were determined using a multivariable regression model. Alternative hyporesponder definitions were explored. Results: Using the primary definition, 354 (12%) patients were ESA hyporesponsive. Geographic region, notably Latin America, lower baseline body mass index and transferrin saturation, younger age, lower albumin concentration, and a higher baseline IV iron dose were identified as strongly associated (P &lt; 0.001) with ESA hyporesponsiveness. Additional predictors of ESA hyporesponsiveness included female sex (P = 0.010), history of heart failure (P = 0.035), longer dialysis vintage (P = 0.077), smoking status (P = 0.247), aspirin use (P = 0.121), and angiotensin-converting enzyme inhibitor/ angiotensin receptor blocker use (P = 0.214). Conclusion: This is the first global HIF-PHI study to report pre-specified definitions and predictors of ESA hyporesponsiveness. While most of the predictors identified in our study have been previously reported, geographic region stands out as an unexpected finding, meriting further investigation.
DOI: 10.17605/osf.io/45xt9
title: Parents Mitigate the Impact of Screen Time on Turkish Children's Behavior

description: The dataset of the study examining the impact of parental media mediation on screen time-related behavioral problems in early childhood.
DOI: 10.17632/3bnjsssxph
title: VRP with ODs reservation

description: These data have been used in our work "An Effective Mitigation Strategy to Hedge Against
Absenteeism of Occasional Drivers"
DOI: 10.17632/nx2vhfyrm6
title: SHARE-ENV - Exposure to Environmental Hazards

description: SHARE-ENV (version 1) consists of population-weighted (_w) and unweighted variables of individual exposure to environmental hazards to be merged with the SHARE dataset. Variables are sorted into seven modules, depending on the outcomes of interest. The construction and use of the dataset are described in detail in the data descriptor article 'SHARE-ENV: A Data Set to Advance Our Knowledge of the Environment–Wellbeing Relationship', available at https://doi.org/10.1021/envhealth.3c00065.
DOI: 10.4121/16620226.v1
title: Wind tunnel data set with a wing at all angles of attack

description: This wind tunnel data set was collected at OJF in TU Delft. The aerodynamic forces and moments of a modified MH32 wing at all angles of attack for different flap deflections and 0%, 70% throttle settings are recorded in this data set. This data set should be valuable for the research on tailsitters, especially the impact of inverse flow on the tailsitters in the descending phase.
DOI: 10.6084/m9.figshare.12899408.v1
title: SD4. Potentially repurposable COVID-19 Drugs or compounds

description: A spreadsheet with the drug or compound names and correlation scores<br> A complete list of the BaseSpace Correlation Engine computed drugs or compound revealing a negative correlation with the gene expression profile of series16_GSE147507 (differentially expressed genes from A549 cells transfected with exogenous ACE2, infected with SARS-CoV-2 (USA-WA1/2020) vs. Mock control). <br>
DOI: 10.6084/m9.figshare.28829459.v5
title: Functional and Evolutionary Insights into the Intergenic Deletion n.28271delA in SARS-CoV-2: Implications for Genomic Surveillance and Public Health

description: This dataset provides supplementary materials related to the identification and analysis of Notable mutations in the ORF8 gene of SARS-CoV-2. It includes raw sequencing reads and annotated variants from the SARS-CoV-2 GRA lineage isolate NY-PRL-250415_83F01, collected from a patient in New York, USA, on April 7, 2025. Key findings include the discovery of a Notable intergenic deletion (n.28271delA) between the ORF8 and N genes, as well as additional mutations in ORF1ab and other genomic regions. This data has been submitted to GenBank under accession number PV548865 and supports my upcoming preprint titled <i>'Genomic Analysis of SARS-CoV-2 GRA Lineage: Identification of Notable Mutation n.28271delA in ORF8 and N Gene.' </i>Researchers are encouraged to utilize this dataset for further studies on viral evolution, transmission dynamics, and functional implications.<b>Files Included:</b><b>Consensus Sequence (FASTA Format): </b>The complete genome sequence analyzed in this study, highlighting key mutations.<b>Variant Call File (VCF): </b>Detailed variant calls generated through genomic alignment and annotation pipelines.<b>Mutation List: </b>A curated list of identified mutations, including their genomic positions, amino acid changes, and predicted functional impacts.<b>Scripts and Code: </b>Custom scripts used for bioinformatics analyses, such as mutation calling, annotation, and visualization.Researchers are encouraged to reuse and build upon these data to further investigate the biological significance of these mutations.<br><br>