cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21979/n9/sesmqg
title: Enterococcus faecalis redox metabolism activates the unfolded protein response to impair wound healing

description: Enterococcus faecalis is an opportunistic pathogen that thrives in biofilm-associated infections and delays wound healing, yet how it impairs host tissue responses is unclear. Here, we identified extracellular electron transport (EET) as a previously unrecognized source of ROS in E. faecalis and show that this activity directly triggers the unfolded protein response (UPR) in epithelial cells and delays epithelial cell migration. ROS detoxification with catalase suppressed E. faecalis-induced UPR and rescued epithelial cell migration, while exogenous H2O2 was sufficient to restore UPR activation in EET-deficient strains. Importantly, UPR disruption by pharmacological inhibition also impaired cell migration, highlighting a critical role for UPR homeostasis in wound repair. Our findings establish EET as a novel virulence mechanism that links bacterial redox metabolism to host cell stress and impaired repair, offering new avenues for therapeutic intervention in chronic infections.
DOI: 10.15468/dl.8d8tcg
title: Occurrence Download

description: A dataset containing 7633782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7633782 records from 1326 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048636-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/a2iuok
title: PAN-00181893 - composite shoe buckle

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00181893&lt;/p&gt;
description: Modified: 2025-10-30T12:22:31+01:00
DOI: 10.15468/dl.na65pp
title: Occurrence Download

description: A dataset containing 26465 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Computarización de la Colección Nacional de insectos Dr. Alfredo Barrera Marín del Museo de Historia Natural de la Ciudad de México (Coleoptera)"
 ]
}

 The dataset includes 26465 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048651-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25505/fiz.icsd.cc2kxfvs
title: CSD 2380826: Experimental Crystal Structure Determination

description: Related Article: Mingyue Gu, Hu Liu, Xianchao Zhu, Zhanggui Hu, Jiyang Wang, Yicheng Wu|2025|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05174
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17906805
title: XAI–LCA random forest models and datasets for PLA material extrusion (MEX)

description: This deposition contains the code, trained random forest models, processed datasets, and STL geometries used in the study:

“Towards Sustainable Material-Extrusion Additive Manufacturing: Explainable AI Analysis of Printing Parameter Effects on Life Cycle Assessment”Yanlong Zhu et al.,.

The materials are organised into three main components:

1. 01_model_building   - 134-sample training datasets for the Direct-RFM, EC-RFM and MC-RFM models (Excel).   - Trained random forest models (Direct-RFM.pkl, EC-RFM.pkl, MC-RFM.pkl).   - The 434-sample dataset (predictions_434_samples.xlsx) combining 134 semi-real prints and 300 virtual LHS samples with model predictions for four ReCiPe 2016 Midpoint (H) indicators (GWP, FRS, OFHH, TA).   - Python scripts (ecmc_model.py, predict_lca.py) that implement the EC/MC decomposition model and a command-line interface for running predictions.

2. 02_figure_generation   - Processed data tables (CSV/XLSX) and Python plotting scripts used to reproduce Figures 6–12 in the paper, including:     predicted vs. actual plots, Direct-RFM vs. EC/MC-RFM comparison, SHAP importance, response surfaces, PDP-style curves, Bayesian optimisation convergence, optima scatter plots, perturbation analysis, ratio-to-BO-optimum heatmaps, and cost-per-print and material-transfer bar charts.   - The scripts rely on standard Python packages (pandas, numpy, matplotlib, seaborn, scipy, scikit-learn, joblib) and load the trained models from 01_model_building where required.

3. geometries (STL files)   - rect_specimen_180x15x2p4mm.stl: standard rectangular tensile specimen used in the study.   - 3DBenchy_calibration_boat.stl: the “3DBenchy” calibration geometry used for benchmarking and illustration.

The raw printer G-code files and full SHAP analysis scripts are not included due to size and machine-specific dependencies, but can be shared upon reasonable request.

This dataset is intended to support full reproducibility of the XAI–LCA workflow and to facilitate reuse of the models and figures in related research on sustainable material-extrusion additive manufacturing.
DOI: 10.17026/ar/leq2qu
title: PAN-00127676 - coin/coin-related, Victorinus (269-271)/Tetricus I (271-274) ?, naar, antoninianus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00127676&lt;/p&gt;
description: Modified: 2025-10-21T11:15:33+02:00
DOI: 10.15468/dl.zxrn68
title: Occurrence Download

description: A dataset containing 588555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Sialia mexicana)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 588555 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048644-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17865900
title: Supplementary Materials for the Article: HOTAIR lncRNA Variants Are Associated with Psoriasis Susceptibility: A Case-Control Study (Tables 1–10, Figure 1)

description: Supplementary Materials - HOTAIR lncRNA Variants Are Associated with Psoriasis Susceptibility: A Case-Control Study
description: Supplementary Figure 1.

Opis: Q–Q plots (A–F) for continuous variables used in group comparisons (assumption check for normality).

Supplementary Table 1. 

Opis: Assumption checks for continuous variables (Shapiro–Wilk, Levene; summary-choice rules and test decisions).

Supplementary Table 2. 

Opis: Hardy–Weinberg equilibrium in cases and controls (Pearson’s χ², two-sided exact and mid-P p-values).

Supplementary Table 3. 

Opis: Box–Tidwell tests for linearity of the logit with respect to age in additive logistic models.

Supplementary Table 4. 

Opis: Multicollinearity diagnostics (VIF/tolerance; condition indices) for logistic regression covariates and SNP terms.

Supplementary Table 5. 

Opis: Model discrimination (ROC–AUC with 95% CIs) for prespecified logistic models.

Supplementary Table 6. 

Opis: Influence and outlier diagnostics (standardized residuals, leverage/hat, Cook’s distance, DFBETAs) for multivariable logistic models.

Supplementary Table 7. 

Opis: Robustness refits excluding high-leverage observations (adjusted ORs with 95% CIs; Wald and LRT p; Hosmer–Lemeshow p; Nagelkerke R²).

Supplementary Table 8. 

Opis: Case-only genotype × binary clinical endpoints (2×3 Pearson’s χ² with Linear-by-Linear trend; minimum expected counts reported).

Supplementary Table 9. 

Opis: Dominant-model sensitivity analyses (2×2; unadjusted OR with 95% CIs; Fisher’s exact, two-sided p-values).

Supplementary Table 10.

Opis: Case-only continuous endpoints vs genotype dose (Spearman’s ρ and p for, age at onset, disease duration, BMI).
DOI: 10.17026/ar/hxdnsh
title: PAN-00126811 - coin/coin-related, Hadrianus (117-138), sestertius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00126811&lt;/p&gt;
description: Modified: 2025-09-30T08:08:11+02:00
DOI: 10.34740/kaggle/dsv/14122143
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ns7u9v
title: Occurrence Download

description: A dataset containing 27800 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachyura"
 ]
}

 The dataset includes 27800 records from 292 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048654-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahsu2h
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lessingianthus subobscurus (Malme) H.Rob.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033673-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p77bfa
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex bermudiana Hemsl."
 ]
}

 The dataset includes 36 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146805-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urgtgu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boerhavia fistulosa Fosberg"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146807-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmkn99
title: Occurrence Download

description: A dataset containing 11567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Echinodorus longipetalus Micheli, Echinodorus longiscapus Arechav., Echinodorus macrophyllus (Kunth) Micheli, Echinodorus major (Micheli) Rataj, Echinodorus palifolius (Nees & Mart.) J.F.Macbr., Echinodorus paniculatus Micheli, Echinodorus pubescens (Mart. ex Schult.f.) Seub. ex Warm., Echinodorus reptilis Lehtonen, Echinodorus scaber Rataj, Echinodorus subalatus (Mart. ex Schult.f.) Griseb., Echinodorus trialatus Fassett, Echinodorus tunicatus Small, Echinodorus uruguayensis Arechav., Eclipta megapotamica (Spreng.) Sch.Bip. ex S.F.Blake, Eclipta prostrata (L.) L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation, Literature Occurrence, Material sample, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 11567 records from 353 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170286-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msny42
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus talbotii King"
 ]
}

 The dataset includes 124 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012899-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctdzsj
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.05713 -5.0603,-75.08057 -5.0603,-75.08057 1.349,-81.05713 1.349,-81.05713 -5.0603))",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033675-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jfva2
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Eleutherodactylus ligiae Incháustegui, Díaz & Marte, 2015"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024259-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypfze9
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chaetogastra andreana (Cogn.) P.J.F.Guim. & Michelang."
 ]
}

 The dataset includes 146 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146806-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1hamqq
title: Occurrence Download

description: A dataset containing 2956 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Country is Guatemala",
 "HasCoordinate is true",
 "TaxonKey is Phyllostomidae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2956 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033675-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkxhba
title: Occurrence Download

description: A dataset containing 1364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ardea purpurea Linnaeus, 1766"
 ]
}

 The dataset includes 1364 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255896-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a93mpa
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Litoria amboinensis (Horst, 1883)"
 ]
}

 The dataset includes 72 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024229-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjwtkr
title: Occurrence Download

description: A dataset containing 8323 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrotheca Fitzinger, 1843"
 ]
}

 The dataset includes 8323 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033676-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8er2e
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barkeria skinneri (Bateman ex Lindl.) Paxton"
 ]
}

 The dataset includes 121 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146809-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wj7hb7
title: Occurrence Download

description: A dataset containing 681 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Ecuador",
 "Country is Colombia"
 ]
 },
 "TaxonKey is Nymphargus griffithsi (Goin, 1961)"
 ]
}

 The dataset includes 681 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184887-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x98gk
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bucquetia vernicosa Gleason"
 ]
}

 The dataset includes 132 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146808-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejd4lq
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "MediaType is Image",
 "Year 2008-2018",
 {
 "or" : [
 "Geometry POLYGON((-79.4751 -1.40611,-77.62939 -1.40611,-77.62939 -0.70311,-79.4751 -0.70311,-79.4751 -1.40611))",
 "Geometry POLYGON((-81.45264 -5.26601,-74.94873 -5.26601,-74.94873 1.66969,-81.45264 1.66969,-81.45264 -5.26601))"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Turdus fuscater Orbigny & Lafresnaye, 1837",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033677-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7skkvh
title: Occurrence Download

description: A dataset containing 9584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "Country is one of (United States of America, Canada)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ulmus L."
 ]
}

 The dataset includes 9584 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024278-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dk6849
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.17811 -40.00610,93.17811 -40.00610,93.17811 1.00610,-9.17811 1.00610,-9.17811 -40.00610))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ambassis natalensis Gilchrist & Thompson, 1908"
 ]
}

 The dataset includes 196 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189529-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ricfko
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tangara fastuosa (R.Lesson, 1831)"
 ]
}

 The dataset includes 281 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033679-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7au53
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Staurois nubilus (Mocquard, 1890)"
 ]
}

 The dataset includes 76 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024301-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9nste
title: Occurrence Download

description: A dataset containing 7284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Litsea Lam."
 ]
}

 The dataset includes 7284 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003924-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hanoys
title: Occurrence Download

description: A dataset containing 25548 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Amphibia",
 "TaxonKey is Aves",
 "TaxonKey is Reptilia",
 "TaxonKey is Mammalia"
 ]
 },
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Continent is Oceania",
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 25548 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033685-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajnuh3
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Hyloxalus idiomelus (Rivero, 1991)"
 ]
}

 The dataset includes 46 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024307-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5439/2310935
title: ARM Aerial Facility (AAF) Portable Optical Particle Counter

description: ARM Aerial Facility (AAF) Portable Optical Particle Counter