cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27646659.v1
title: Local discontinuous Galerkin methods with implicit–explicit BDF time marching for Newell–Whitehead–Segel equations

description: The Newell–Whitehead–Segel type equations with time-dependent Dirichlet boundary conditions are solved by the local discontinuous Galerkin (LDG) method coupled with the implicit–explicit backward difference formulas (IMEX-BDF). With a suitable setting of numerical fluxes and by the aid of the multiplier technique and the a priori error assumption technique, the optimal error estimate for the corresponding fully discrete LDG-IMEX-BDF schemes is obtained by energy analysis, under the condition τ≤Ch1/s, where <i>h</i> and <i>τ</i> are mesh size and time step, respectively, the positive constant <i>C</i> is independent of <i>h</i>, and s=1,…,5 is the order of the IMEX-BDF method. Numerical experiments are also presented to verify the accuracy of the considered schemes.
DOI: 10.15468/dl.sg3pm9
title: Occurrence Download

description: A dataset containing 2933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.68303 43.83382,3.70868 43.83382,3.70868 43.84645,3.68303 43.84645,3.68303 43.83382))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 2933 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002848-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbv24d
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Daldinia caldariorum Henn."
 ]
}

 The dataset includes 48 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002849-250214102907787/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.28429301
title: Nepali Ethnic Groups Dataset

description: This dataset consists of 1,045 images capturing various emotions, including happy, sad, disgust, fearful, neutral, surprised, and angry, featuring individuals from diverse cultural and ethnic backgrounds in Nepal.
DOI: 10.34740/kaggle/dsv/10773065
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.5281/zenodo.14882273
title: High-frequency sampling rate reduces TMS-pulse artifact duration but not decay artifact: implications for immediate TMS-EEG responses

description: This set of data are associated with the work "High-frequency sampling rate reduces TMS-pulse artifact duration but not decay artifact: implications for immediate TMS-EEG responses"

The data are provided in eeglab format file with epochs (-10ms 200ms) and baseline correction (-10ms -1ms).

In the name of the file are included 1. the TMS device: magpro or magstim2. The phantom head type : melon (M) or tester (T)3. the sampling rate frequency in Hz: 4800, 9600, 192004. the TMS intensity in percentage of maximum stimulator output: 40, 70, 100
DOI: 10.5281/zenodo.14882274
title: High-frequency sampling rate reduces TMS-pulse artifact duration but not decay artifact: implications for immediate TMS-EEG responses

description: This set of data are associated with the work "High-frequency sampling rate reduces TMS-pulse artifact duration but not decay artifact: implications for immediate TMS-EEG responses"

The data are provided in eeglab format file with epochs (-10ms 200ms) and baseline correction (-10ms -1ms).

In the name of the file are included 1. the TMS device: magpro or magstim2. The phantom head type : melon (M) or tester (T)3. the sampling rate frequency in Hz: 4800, 9600, 192004. the TMS intensity in percentage of maximum stimulator output: 40, 70, 100
DOI: 10.5281/zenodo.14882298
title: AI-generate synthetic dataset with face images of skin disease patients in demographic groups

description: We used generative AI to generate a synthetic dataset with face images of skin disease patients in demographic groups for our research paper titled "Evaluating the Reliability and Fairness of Two Multimodal Large Language Models in Identifying Skin Diseases from AI-generated Human Face Images".
DOI: 10.5281/zenodo.14882299
title: AI-generate synthetic dataset with face images of skin disease patients in demographic groups

description: We used generative AI to generate a synthetic dataset with face images of skin disease patients in demographic groups for our research paper titled "Evaluating the Reliability and Fairness of Two Multimodal Large Language Models in Identifying Skin Diseases from AI-generated Human Face Images".
DOI: 10.15468/dl.n33ams
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Paraphaeosphaeria sporulosa (W.Gams & Domsch) Verkley, Göker & Stielow"
 ]
}

 The dataset includes 270 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002851-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14392771
title: Time of Arrival measurements for PSR B1744-24A from Jodrell Bank Observatory

description: Time of Arrival measurements of the pulsar PSR B1744-24A made with the Lovell telescope at Jodrell Bank Observatory.

These data are as used in Rosenthal et al (2025), please see this paper for interpretation of the results and other related datasets from other observatories.

Data are in the 'tempo2' format (https://bitbucket.org/psrsoft/tempo2/) with whitespace separated columns as in the table below, followed by a number of arbitrary flags as key-value pairs.




ID
Arbitrary


Observing Frequency
MHz


ToA
Topocentric MJD (Site Arrival Time)


Error
Microseconds


Site Code
jbroach, jbdfb or jbafb depending on instrument used.




There are ToAs from three instruments. The 'AFB' is a set of legacy analogue filterbanks ,'DFB' is a digital filterbanks and 'roach' is a coherently dedispersed backend.

Details of the DFB observing system can be found in Perera et al. (2019); the AFB in Hobbs et al. (2004); and the ROACH observing system in Antonaidis et al. (2023).
DOI: 10.17630/b981f1df-48a8-4f4d-b2bf-1fb5b3ac38a9
title: Journal Littéraire Contents 1713-1722 Graphs (thesis data)

description: Graphs for the Journal Littéraire datasets
DOI: 10.15468/dl.za9tme
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Saprolegnia diclina Humphrey"
 ]
}

 The dataset includes 78 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002853-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5etmv
title: Occurrence Download

description: A dataset containing 443116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Phoenicopterus roseus Pallas, 1811",
 "Year 1995-2025"
 ]
}

 The dataset includes 443116 records from 298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002844-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48532/062000
title: ORCADES
title: Viking Genes: ORCADES Study
DOI: 10.5281/zenodo.14851505
title: CarveMe-Gut: Automated Metabolic Model Reconstruction for Gut Microbial Species and Communities

description: This dataset contains curated metabolic models, genome sequences, and associated metadata used in the CarveMeGut project for automated metabolic model reconstruction and curation.
DOI: 10.5281/zenodo.14851506
title: CarveMe-Gut: Automated Metabolic Model Reconstruction for Gut Microbial Species and Communities

description: This dataset contains curated metabolic models, genome sequences, and associated metadata used in the CarveMeGut project for automated metabolic model reconstruction and curation.
DOI: 10.13135/ela-431
title: Treaty with Aitolians
DOI: 10.5281/zenodo.14587454
title: EEG2Code_240 data

description: The data includes single-target training, single-target testing, and multi-target testing data from 18 subjects.

The three files allSubjects_trainonedata.mat, allSubjects_testonedata.mat, and allSubjects_testmultidata.mat contain the single-target training, single-target testing, and multi-target testing data for all subjects, respectively. The data is stored in the file in the form of a struct, where the structure names represent the 18 subjects. And includes data from 1 second before the stimulus to 1 second after the stimulus for each trial. No preprocessing was performed except for a 50Hz notch filter during data acquisition.

The size of the data for each subject in allSubjects_trainonedata.mat is 360x21x3000 , representing 360 trials * 21 channels * 3000 data points (1 second before stimulus, 1 second stimulus, and 1 second after stimulus at a 1000 Hz sampling rate).

The size of the data for each subject in allSubjects_testonedata.mat and allSubjects_testmultidata.mat is 240x21x3000 , representing 240 trials * 21 channels * 3000 data points (1 second before stimulus, 1 second stimulus, and 1 second after stimulus at a 1000 Hz sampling rate). The categories of the stimuli are arranged in order and correspond one-to-one with the sequence in champion_sequencetest.mat.
DOI: 10.5281/zenodo.14858475
title: EEG2Code_240 data

description: The data includes single-target training, single-target testing, and multi-target testing data from 18 subjects.

The three files allSubjects_trainonedata.mat, allSubjects_testonedata.mat, and allSubjects_testmultidata.mat contain the single-target training, single-target testing, and multi-target testing data for all subjects, respectively. The data is stored in the file in the form of a struct, where the structure names represent the 18 subjects. And includes data from 1 second before the stimulus to 1 second after the stimulus for each trial. No preprocessing was performed except for a 50Hz notch filter during data acquisition.

The size of the data for each subject in allSubjects_trainonedata.mat is 360x21x3000 , representing 360 trials * 21 channels * 3000 data points (1 second before stimulus, 1 second stimulus, and 1 second after stimulus at a 1000 Hz sampling rate).

The size of the data for each subject in allSubjects_testonedata.mat and allSubjects_testmultidata.mat is 240x21x3000 , representing 240 trials * 21 channels * 3000 data points (1 second before stimulus, 1 second stimulus, and 1 second after stimulus at a 1000 Hz sampling rate). The categories of the stimuli are arranged in order and correspond one-to-one with the sequence in champion_sequencetest.mat.
DOI: 10.26302/sshade/experiment_zed_20250127_01
title: MIR spectra of Mercury terrestrial analogues irradiated by $He^+$ ions

description: Mid-IR spectra of Mercury terrestrial analogues pellets: unirradiated area and area irradiated by $He^+$ ions at 20 keV and a fluence up to $5.10^{17} ions.cm{-2}$.
DOI: 10.15468/dl.s9t9c9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pseudomassariella vexata (Sacc.) Petr."
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002854-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26302/sshade/experiment_zed_20250131_01
title: VIS-NIR spectra of Mercury terrestrial analogues irradiated by $He^+$ ions

description: VIS-NIR spectra of Mercury terrestrial analogues pellets: unirradiated area and area irradiated by $He^+$ ions at 20 keV and a fluence up to $5.10^{17} ions.cm{-2}$.
DOI: 10.15468/dl.ue56nf
title: Occurrence Download

description: A dataset containing 772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Arachis duranensis Krapov. & W.C.Greg."
 ]
}

 The dataset includes 772 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002856-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7jcz4
title: Occurrence Download

description: A dataset listing the 90072 species recorded in GBIF matching the query:
{
 "Country" : [
 "is Madagascar"
 ]
}

 The dataset's 90072 records were derived from 1531 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002852-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b899ur
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kinosternon alamosae Berry & Legler, 1980"
 ]
}

 The dataset includes 108 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089161-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7c57s
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyxia microphylla Markgr."
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003853-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtlwvv
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhacodactylus leachianus (Cuvier, 1829)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 49 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006469-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ghz3w
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aloe juvenna Brandham & S.Carter"
 ]
}

 The dataset includes 25 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003837-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgvuz6
title: Occurrence Download

description: A dataset containing 2055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Antilocapra americana (Ord, 1815)"
 ]
}

 The dataset includes 2055 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223106-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4v54c
title: Occurrence Download

description: A dataset containing 243848764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 243848764 records from 8315 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041361-240506114902167/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.26699429.v1
title: Additional file 9 of FixNCut: single-cell genomics through reversible tissue fixation and dissociation

description: Additional file 9: Table 8. This table contains differentially expressed (DE) genes between fixed/cryo and cryo mouse lung samples, analyzed by cell population. The test was performed with Seurat MAST, and genes were considered DE with a FDR adjusted p-value &lt; 0.05, and present in at least 10% of cells (see Methods). A positive Log2FC indicates higher expression in fixed or fixed/cryo samples, whereas negative values indicate differential expression in cryo or fixed samples.
DOI: 10.6084/m9.figshare.26699432
title: Additional file 10 of FixNCut: single-cell genomics through reversible tissue fixation and dissociation

description: Additional file 10: Table 9. This table contains the results of gene set enrichment analysis (GSEA) for fixed/cryo versus cryo mouse lung samples, by cell population. The analysis was performed using the fgsea package with multiple gene sets from MSigDB. Gene sets containing within 10-300 genes were included and the obtained results were considered significant if the FDR adjusted p-value was &lt;0.05 and if &gt;5 genes overlapped with the gene set, representing &gt;15% of the gene set (see Methods).
DOI: 10.6084/m9.figshare.26699432.v1
title: Additional file 10 of FixNCut: single-cell genomics through reversible tissue fixation and dissociation

description: Additional file 10: Table 9. This table contains the results of gene set enrichment analysis (GSEA) for fixed/cryo versus cryo mouse lung samples, by cell population. The analysis was performed using the fgsea package with multiple gene sets from MSigDB. Gene sets containing within 10-300 genes were included and the obtained results were considered significant if the FDR adjusted p-value was &lt;0.05 and if &gt;5 genes overlapped with the gene set, representing &gt;15% of the gene set (see Methods).
DOI: 10.6084/m9.figshare.26699435.v1
title: Additional file 11 of FixNCut: single-cell genomics through reversible tissue fixation and dissociation

description: Additional file 11: Table 10. This table contains differentially expressed (DE) genes for human colon biopsies comparisons, considering all cell populations. The comparisons include: 1) fixed and fresh, 2) fixed and cryo, 3) fixed/cryo versus cryo, and 4) fixed/cryo compared with fixed samples. The analysis was performed using Seurat MAST, and genes were considered DE with a FDR adjusted p-value &lt; 0.05 and present in at least 10% of cells (see Methods). A positive Log2FC indicates higher expression in fixed or fixed/cryo samples, whereas negative values indicate differential expression in fresh, cryo or fixed samples.
DOI: 10.6084/m9.figshare.26699441
title: Additional file 13 of FixNCut: single-cell genomics through reversible tissue fixation and dissociation

description: Additional file 13: Table 12. This table contains the differentially expressed (DE) genes between fixed/cryo versus cryo human colon biopsies, separated by cell population. The test was performed using Seurat MAST, with genes considered DE if they had a FDR adjusted p-value &lt; 0.05 and were present in at least 10% of cells (see Methods). Positive Log2FC values indicate higher expression in fixed/cryo samples, while negative values indicate higher expression in cryo samples.
DOI: 10.6084/m9.figshare.26699441.v1
title: Additional file 13 of FixNCut: single-cell genomics through reversible tissue fixation and dissociation

description: Additional file 13: Table 12. This table contains the differentially expressed (DE) genes between fixed/cryo versus cryo human colon biopsies, separated by cell population. The test was performed using Seurat MAST, with genes considered DE if they had a FDR adjusted p-value &lt; 0.05 and were present in at least 10% of cells (see Methods). Positive Log2FC values indicate higher expression in fixed/cryo samples, while negative values indicate higher expression in cryo samples.
DOI: 10.6084/m9.figshare.26699444
title: Additional file 14 of FixNCut: single-cell genomics through reversible tissue fixation and dissociation

description: Additional file 14: Table 13. This table contains the results of gene set enrichment analysis (GSEA) for fixed versus fresh human colon biopsies comparison by cell population. The test was performed with the fgsea package using multiple gene sets from MSigDB. Gene sets were included only if they contained between 10-300 genes, and obtained results were considered with a FDR adjusted p-value &lt; 0.05, only if more than 5 genes were overlapping with the gene set and represented more than 15% of the gene set (see Methods).
DOI: 10.6084/m9.figshare.26699435
title: Additional file 11 of FixNCut: single-cell genomics through reversible tissue fixation and dissociation

description: Additional file 11: Table 10. This table contains differentially expressed (DE) genes for human colon biopsies comparisons, considering all cell populations. The comparisons include: 1) fixed and fresh, 2) fixed and cryo, 3) fixed/cryo versus cryo, and 4) fixed/cryo compared with fixed samples. The analysis was performed using Seurat MAST, and genes were considered DE with a FDR adjusted p-value &lt; 0.05 and present in at least 10% of cells (see Methods). A positive Log2FC indicates higher expression in fixed or fixed/cryo samples, whereas negative values indicate differential expression in fresh, cryo or fixed samples.
DOI: 10.6084/m9.figshare.26699438
title: Additional file 12 of FixNCut: single-cell genomics through reversible tissue fixation and dissociation

description: Additional file 12: Table 11. This table contains the differentially expressed (DE) genes between fixed and fresh human colon biopsies, separated by cell population. The test was performed using Seurat MAST, with genes considered DE if they had a FDR adjusted p-value &lt; 0.05 and were present in at least 10% of cells (see Methods). Positive Log2FC values indicate higher expression in fixed samples, while negative values indicate higher expression in fresh samples.
DOI: 10.6084/m9.figshare.26699438.v1
title: Additional file 12 of FixNCut: single-cell genomics through reversible tissue fixation and dissociation

description: Additional file 12: Table 11. This table contains the differentially expressed (DE) genes between fixed and fresh human colon biopsies, separated by cell population. The test was performed using Seurat MAST, with genes considered DE if they had a FDR adjusted p-value &lt; 0.05 and were present in at least 10% of cells (see Methods). Positive Log2FC values indicate higher expression in fixed samples, while negative values indicate higher expression in fresh samples.
DOI: 10.6084/m9.figshare.26699444.v1
title: Additional file 14 of FixNCut: single-cell genomics through reversible tissue fixation and dissociation

description: Additional file 14: Table 13. This table contains the results of gene set enrichment analysis (GSEA) for fixed versus fresh human colon biopsies comparison by cell population. The test was performed with the fgsea package using multiple gene sets from MSigDB. Gene sets were included only if they contained between 10-300 genes, and obtained results were considered with a FDR adjusted p-value &lt; 0.05, only if more than 5 genes were overlapping with the gene set and represented more than 15% of the gene set (see Methods).