cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30694040
title: Extended Data Figure 6 – Source Data (axon and synapse labeling of MD→dmPFC projections)

description: This dataset contains the raw numerical values used to generate Extended Data Figure 6, which examines axonal and synaptic labeling of MD → dmPFC projections following repeated ketamine administration.<br>Included data:- Integrated fluorescence intensity (integrated density per area) of mGFP-labeled axons and mRuby-labeled synaptic boutons (Panel 6c)- mRuby/mGFP fluorescence ratios for each mouse, representing synapse-to-projection density (Panel 6d)<br>Structure:- The worksheet includes raw integrated density measurements and calculated mRuby/mGFP ratios for each ROI.- These values correspond to the quantitative imaging results shown in Extended Data Figure 6.<br>
DOI: 10.6084/m9.figshare.30694040.v1
title: Extended Data Figure 6 – Source Data (axon and synapse labeling of MD→dmPFC projections)

description: This dataset contains the raw numerical values used to generate Extended Data Figure 6, which examines axonal and synaptic labeling of MD → dmPFC projections following repeated ketamine administration.<br>Included data:- Integrated fluorescence intensity (integrated density per area) of mGFP-labeled axons and mRuby-labeled synaptic boutons (Panel 6c)- mRuby/mGFP fluorescence ratios for each mouse, representing synapse-to-projection density (Panel 6d)<br>Structure:- The worksheet includes raw integrated density measurements and calculated mRuby/mGFP ratios for each ROI.- These values correspond to the quantitative imaging results shown in Extended Data Figure 6.<br>
DOI: 10.6084/m9.figshare.30702506
title: Extended Data Figure 7 – Source Data (corticocortical L2/3 synaptic transmission in Wfs1-CreERT2 mice)

description: This dataset contains the raw numerical values used to generate Extended Data Figure 7, which examines cortico–cortical (layer 2/3 → layer 2/3) synaptic transmission in Wfs1-CreERT2 mice following repeated ketamine administration.<br>Included data:- Peak amplitude of optogenetically evoked EPSCs recorded at 0.1 Hz stimulation (Panel 7C)- Short-term plasticity during 10 Hz stimulation, with EPSC amplitudes normalized to the first response (Panel 7D)<br>Structure:- The worksheet includes raw EPSC amplitudes at 0.1 Hz and normalized EPSC amplitudes across 10 Hz trains.- These values correspond to the synaptic physiology data shown in Extended Data Figure 7.<br>
DOI: 10.6084/m9.figshare.30702506.v1
title: Extended Data Figure 7 – Source Data (corticocortical L2/3 synaptic transmission in Wfs1-CreERT2 mice)

description: This dataset contains the raw numerical values used to generate Extended Data Figure 7, which examines cortico–cortical (layer 2/3 → layer 2/3) synaptic transmission in Wfs1-CreERT2 mice following repeated ketamine administration.<br>Included data:- Peak amplitude of optogenetically evoked EPSCs recorded at 0.1 Hz stimulation (Panel 7C)- Short-term plasticity during 10 Hz stimulation, with EPSC amplitudes normalized to the first response (Panel 7D)<br>Structure:- The worksheet includes raw EPSC amplitudes at 0.1 Hz and normalized EPSC amplitudes across 10 Hz trains.- These values correspond to the synaptic physiology data shown in Extended Data Figure 7.<br>
DOI: 10.15468/dl.uph4z2
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-74.83029 7.60104,-74.82192 7.58861,-74.80135 7.57501,-74.77805 7.5891,-74.77423 7.62196,-74.80447 7.62961,-74.82921 7.61778,-74.83029 7.60104))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 156 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006975-251120083545085/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.30702857
title: Extended Data Figure 9 – Source Data (AMPA/NMDA ratio in dmPFC L2/3 neurons)

description: This dataset contains the raw numerical values used to generate Extended Data Figure 9, which examines AMPA/NMDA ratios in dmPFC layer 2/3 pyramidal neurons following repeated ketamine administration.<br>Included data:- AMPA/NMDA ratios for individual cells in the Ctrl and rKet groups (Panel 9b) <br>Structure:- The worksheet includes calculated AMPA/NMDA ratios for each recorded cell.- These values correspond to the physiological measurements shown in Extended Data Figure 9.<br>
DOI: 10.6084/m9.figshare.30702857.v1
title: Extended Data Figure 9 – Source Data (AMPA/NMDA ratio in dmPFC L2/3 neurons)

description: This dataset contains the raw numerical values used to generate Extended Data Figure 9, which examines AMPA/NMDA ratios in dmPFC layer 2/3 pyramidal neurons following repeated ketamine administration.<br>Included data:- AMPA/NMDA ratios for individual cells in the Ctrl and rKet groups (Panel 9b) <br>Structure:- The worksheet includes calculated AMPA/NMDA ratios for each recorded cell.- These values correspond to the physiological measurements shown in Extended Data Figure 9.<br>
DOI: 10.15468/dl.puz2vy
title: Occurrence Download

description: A dataset containing 698242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "Country is New Zealand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "Year 2024-2025"
 ]
}

 The dataset includes 698242 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006969-251120083545085/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.30702872
title: Extended Data Figure 10 – Source Data (fEPSP input–output relationship in dmPFC L2/3)

description: This dataset contains the raw numerical values used to generate Extended Data Figure 10, which examines the input–output relationship of dmPFC layer 2/3 synapses following repeated ketamine administration.<br>Included data:- Stimulus intensity values and corresponding fEPSP slopes for individual slices in the Ctrl and rKet groups <br>Structure:- The worksheet includes per-slice stimulus intensity–response measurements for both groups.- These values correspond to the data presented in Extended Data Figure 10.<br>
DOI: 10.6084/m9.figshare.30702872.v1
title: Extended Data Figure 10 – Source Data (fEPSP input–output relationship in dmPFC L2/3)

description: This dataset contains the raw numerical values used to generate Extended Data Figure 10, which examines the input–output relationship of dmPFC layer 2/3 synapses following repeated ketamine administration.<br>Included data:- Stimulus intensity values and corresponding fEPSP slopes for individual slices in the Ctrl and rKet groups <br>Structure:- The worksheet includes per-slice stimulus intensity–response measurements for both groups.- These values correspond to the data presented in Extended Data Figure 10.<br>
DOI: 10.15468/dl.fea38r
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Garthia gaudichaudii",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 155 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006976-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdxcre
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Fossil, Living Specimen, Specimen, Material sample, Material citation)",
 "TaxonKey is Euphorbia poeppigii"
 ]
}

 The dataset includes 199 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006977-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13858658
title: World Athletics Calendar (worldathletics.org)
DOI: 10.6084/m9.figshare.30702902
title: 20251125

description: Social exclusion is a widespread negative social issue that organisational employees often encounter in their work lives. It significantly affects their physical and mental health, which can then lead to cyber-deviant behaviours. Such a situation is highly detrimental to the healthy development of organisational staff and the quality of talent development within organisations.
DOI: 10.6084/m9.figshare.30702902.v1
title: 20251125

description: Social exclusion is a widespread negative social issue that organisational employees often encounter in their work lives. It significantly affects their physical and mental health, which can then lead to cyber-deviant behaviours. Such a situation is highly detrimental to the healthy development of organisational staff and the quality of talent development within organisations.
DOI: 10.6084/m9.figshare.30447104
title: Decent work and employees’ innovation behavior

description: Enterprise innovation relies on employees’ innovative behavior, which is enhanced by favorable working conditions.
DOI: 10.6084/m9.figshare.30447104.v1
title: Decent work and employees’ innovation behavior

description: Enterprise innovation relies on employees’ innovative behavior, which is enhanced by favorable working conditions.
DOI: 10.15468/dl.ye6594
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Fossil, Living Specimen, Specimen, Material sample, Material citation)",
 "TaxonKey is Euphorbia rzedowskii"
 ]
}

 The dataset includes 22 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006979-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kawd4k
title: Occurrence Download

description: A dataset containing 10295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.25.5_1",
 "OccurrenceStatus is Present",
 "Year 2012-2024"
 ]
}

 The dataset includes 10295 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006980-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/baxx-nf29
title: Measuring the Central Dark Mass in NGC 4258 with JWST/NIRSpec Stellar Kinematics

description: We present a new stellar dynamical measurement of the supermassive black hole (SMBH) mass in the nearby spiral galaxy NGC~4258 (M106), a critical benchmark for extragalactic mass measurements. We use archival \jwst/NIRSpec IFU data (G235H/F170LP grating) to extract high-resolution two-dimensional stellar kinematics from the CO bandhead absorption features within the central $3\arcsec \times 3\arcsec$. We extract the stellar kinematics after correcting for instrumental artifacts and separating the stellar light from the non-thermal AGN continuum. We employ Jeans Anisotropic Models (JAM) to fit the observed kinematics, exploring a grid of 12 models to systematically test the impact of different assumptions for the point-spread function, stellar mass-to-light ratio ($M/L$) profile, and orbital anisotropy. All 12 models provide broadly acceptable fits, albeit with minor differences. The ensemble median and  68\% (1$\sigma$) bootstrap confidence intervals of our 12 models yield a black hole mass of $M_{\rm BH} = (4.08^{+0.19}_{-0.33}) \times 10^7$~\Msun. This paper showcases the utility of using the full model ensemble to robustly account for systematic uncertainties, rather than relying on formal errors from a single preferred model, as has been common practice. Our result is just 5\% larger than, and consistent with, the benchmark SMBH mass derived from water maser dynamics, validating the use of NIRSpec stellar kinematics for robust SMBH mass determination. Our analysis demonstrates \jwst's capability to resolve the SMBH's sphere of influence and deliver precise dynamical masses, even in the presence of significant AGN continuum emission.
DOI: 10.6084/m9.figshare.28571225
title: Data from: A new monotypic, gift-giving spider genus from the Neotropical Pacific region: <i>Dobarakuku</i> gen. nov. (Araneae, Pisauridae)

description: This folder contains the supplementary material, and the input files used in the phylogenetic analyses presented in the article: Perlaza-Cruz, S., M. F. Espinosa, M. J. Albo, F. M. Labarque, & J. Cabra-García. A new monotypic, gift-giving spider genus from the Neotropical Pacific region: Dobarakuku gen. nov. (Araneae, Pisauridae)<i>,</i> published in Zootaxa.
DOI: 10.6084/m9.figshare.28571225.v1
title: Data from: A new monotypic, gift-giving spider genus from the Neotropical Pacific region: <i>Dobarakuku</i> gen. nov. (Araneae, Pisauridae)

description: This folder contains the supplementary material, and the input files used in the phylogenetic analyses presented in the article: Perlaza-Cruz, S., M. F. Espinosa, M. J. Albo, F. M. Labarque, & J. Cabra-García. A new monotypic, gift-giving spider genus from the Neotropical Pacific region: Dobarakuku gen. nov. (Araneae, Pisauridae)<i>,</i> published in Zootaxa.
DOI: 10.15468/dl.4gmgvq
title: Occurrence Download

description: A dataset containing 19298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19.4_1",
 "OccurrenceStatus is Present",
 "Year 2012-2024"
 ]
}

 The dataset includes 19298 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006981-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.597kks
title: Occurrence Download

description: A dataset containing 186261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-10-30",
 "EventDate is less than or equal to 2025-11-29",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 186261 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006972-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13858680
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17706655
title: Dataset for "Pollution-Clearing Induced Fog Suppression Even Under Extremely Humid Conditions Over North China Plain"

description: This dataset contains all observational and processed data used in the study titled “Pollution-Clearing Induced Fog Suppression Even Under Extremely Humid Conditions Over North China Plain”.

The repository includes:(1) Hourly meteorological observations (visibility, RH, temperature, weather codes) from three airport stations (2013–2024).(2) Hourly PM2.5 mass concentration data obtained from the China National Environmental Monitoring Centre (CNEMC).(3) Long-term chemical composition measurements from the PKUERS station and the corresponding κ calculations.

All datasets are provided in Excel format exactly as used for the analyses in the manuscript.
DOI: 10.5281/zenodo.17706654
title: Dataset for "Pollution-Clearing Induced Fog Suppression Even Under Extremely Humid Conditions Over North China Plain"

description: This dataset contains all observational and processed data used in the study titled “Pollution-Clearing Induced Fog Suppression Even Under Extremely Humid Conditions Over North China Plain”.

The repository includes:(1) Hourly meteorological observations (visibility, RH, temperature, weather codes) from three airport stations (2013–2024).(2) Hourly PM2.5 mass concentration data obtained from the China National Environmental Monitoring Centre (CNEMC).(3) Long-term chemical composition measurements from the PKUERS station and the corresponding κ calculations.

All datasets are provided in Excel format exactly as used for the analyses in the manuscript.
DOI: 10.15468/dl.9brecj
title: Occurrence Download

description: A dataset containing 666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Living Specimen, Occurrence evidence, Material sample, Machine Observation, Material citation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphorbia sciadophila"
 ]
}

 The dataset includes 666 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006983-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vph8sv
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Daptrius"
 ]
}

 The dataset includes 30 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006984-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15635905
title: Supporting Data from: Hepatotoxicity Prediction and Multi-Omics Reveal Mitochondrial and Lipid Metabolic Dysregulation in PM2.5-Induced Liver Fibrosis

description: §  Dataset S1

A spreadsheet recording numerous iterations for hyperparameter tuning for decision tree model.

§  Dataset S2

A spreadsheet recording numerous iterations for hyperparameter tuning for gradient boosting model.

§  Dataset S3

A spreadsheet recording numerous iterations for hyperparameter tuning for random forest model.

§  Dataset S4

A spreadsheet recording targeted metabolomics data for liver tissue samples.

§  Dataset S5

A spreadsheet recording lipidomoics data for liver tissue samples.
DOI: 10.5281/zenodo.15831391
title: Supporting Data from: Hepatotoxicity Prediction and Multi-Omics Reveal Mitochondrial and Lipid Metabolic Dysregulation in PM2.5-Induced Liver Fibrosis

description: §  Dataset S1

A spreadsheet recording numerous iterations for hyperparameter tuning for decision tree model.

§  Dataset S2

A spreadsheet recording numerous iterations for hyperparameter tuning for gradient boosting model.

§  Dataset S3

A spreadsheet recording numerous iterations for hyperparameter tuning for random forest model.

§  Dataset S4

A spreadsheet recording targeted metabolomics data for liver tissue samples.

§  Dataset S5

A spreadsheet recording lipidomoics data for liver tissue samples.
DOI: 10.15468/dl.qyv9t4
title: Occurrence Download

description: A dataset containing 6335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Myrmecophaga tridactyla"
 ]
}

 The dataset includes 6335 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006986-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18340806
title: BACTERIALSKINANDSOFTTISSUEINFECTIONS:ANTIBIOTICRESISTANCEPATTERNSINLOCALCLINICALPRACTICE

description: Bacterialskinandsofttissueinfections(SSTIs)representamajorcauseofoutpatientvisitsandantibioticprescriptionsworldwide.Thegrowingprevalenceofantimicrobialresistancehascomplicatedempiricaltreatmentstrategies,particularlyinregionalclinicalsettingswithlimitedsurveillancedata.ThisstudyaimedtoanalyzebacterialetiologiesandantibioticresistancepatternsamongpatientspresentingwithSSTIsinlocalclinicalpractice.AretrospectiveobservationalstudywasconductedattheRadeskiSkin&AestheticClinicintheFerganaValley,Uzbekistan.Clinicalspecimensfrompatientswithpurulentandnon-purulentSSTIswerecultured,andantimicrobialsusceptibilitytestingwasperformedusingstandardlaboratoryprotocols.ThemostfrequentlyisolatedpathogensincludedStaphylococcusaureus,Streptococcuspyogenes,andGram-negativeorganismssuchasEscherichiacoliandPseudomonasaeruginosa.Highresistancerateswereobservedforcommonlyprescribedantibiotics,includingpenicillinsandmacrolides,whilerelativelypreservedsusceptibilitywasnotedforglycopeptidesandselectfluoroquinolones.
DOI: 10.5281/zenodo.18340805
title: BACTERIALSKINANDSOFTTISSUEINFECTIONS:ANTIBIOTICRESISTANCEPATTERNSINLOCALCLINICALPRACTICE

description: Bacterialskinandsofttissueinfections(SSTIs)representamajorcauseofoutpatientvisitsandantibioticprescriptionsworldwide.Thegrowingprevalenceofantimicrobialresistancehascomplicatedempiricaltreatmentstrategies,particularlyinregionalclinicalsettingswithlimitedsurveillancedata.ThisstudyaimedtoanalyzebacterialetiologiesandantibioticresistancepatternsamongpatientspresentingwithSSTIsinlocalclinicalpractice.AretrospectiveobservationalstudywasconductedattheRadeskiSkin&AestheticClinicintheFerganaValley,Uzbekistan.Clinicalspecimensfrompatientswithpurulentandnon-purulentSSTIswerecultured,andantimicrobialsusceptibilitytestingwasperformedusingstandardlaboratoryprotocols.ThemostfrequentlyisolatedpathogensincludedStaphylococcusaureus,Streptococcuspyogenes,andGram-negativeorganismssuchasEscherichiacoliandPseudomonasaeruginosa.Highresistancerateswereobservedforcommonlyprescribedantibiotics,includingpenicillinsandmacrolides,whilerelativelypreservedsusceptibilitywasnotedforglycopeptidesandselectfluoroquinolones.