cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qrka9h
title: Occurrence Download

description: A dataset containing 4580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.8011125999999962 33.4774913999999981, -86.8011125999999962 33.4804314399999967, -86.8011125999999962 33.4840714899999981, -86.8011125999999962 33.4867315300000001, -86.8011125999999962 33.4896715699999987, -86.8011125999999962 33.4914916000000034, -86.7983107700000005 33.4914916000000034, -86.7956489500000004 33.4914916000000034, -86.7934074100000004 33.4914916000000034, -86.7901851999999963 33.4914916000000034, -86.7866827999999941 33.4914916000000034, -86.7829002999999943 33.4914916000000034, -86.7829002999999943 33.4895315699999969, -86.7829002999999943 33.4864515299999965, -86.7829002999999943 33.4843515000000025, -86.7829002999999943 33.4818314600000022, -86.7829002999999943 33.4801514400000002, -86.7829002999999943 33.4774913999999981, -86.7851417400000003 33.4774913999999981, -86.7880837600000064 33.4774913999999981, -86.7906054900000044 33.4774913999999981, -86.7925668299999984 33.4774913999999981, -86.7956489500000004 33.4774913999999981, -86.7977503900000045 33.4774913999999981, -86.8011125999999962 33.4774913999999981))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 4580 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073266-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-65664
title: Redemption tidings, vol. 46, nos. 1-53, 1 Jan. - 31 Dec. 1970

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.kkxqnc
title: Occurrence Download

description: A dataset containing 15207939 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 15207939 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061907-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gx4a2
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puccinia tumidipes Peck",
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 369 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127072-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-65869
title: Redemption tidings, vol. 46, nos. 1-53, 1 Jan. - 31 Dec. 1970

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.kh6rua
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-111.42082 -71.12959,14.09143 -71.12959,14.09143 -20.83921,-111.42082 -20.83921,-111.42082 -71.12959))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Liophis flavifrenatus (Cope, 1862)"
 ]
}

 The dataset's 1 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098469-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3h6z3j
title: Occurrence Download

description: A dataset containing 740 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocidura fuscomurina (Heuglin, 1865)"
 ]
}

 The dataset includes 740 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0354480-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-65961
title: Redemption tidings, vol. 46, nos. 1-53, 1 Jan. - 31 Dec. 1970

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.hujag5
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vicia freyniana Bornm."
 ]
}

 The dataset includes 14 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030322-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vytjye
title: Occurrence Download

description: A dataset containing 85781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentiana asclepiadea"
 ]
}

 The dataset includes 85781 records from 291 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041833-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17795145
title: Online Questionnaire to evaluate the "Online Course Design" course

description: Online Questionnaire to evaluate the "Online Course Design" course
DOI: 10.5281/zenodo.17795146
title: Online Questionnaire to evaluate the "Online Course Design" course

description: Online Questionnaire to evaluate the "Online Course Design" course
DOI: 10.15468/dl.a55em8
title: Occurrence Download

description: A dataset containing 5786 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biomass and mortmass of woody vegetation in metal-contaminated areas (Southern Urals, Russia)"
 ]
}

 The dataset includes 5786 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023263-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17795127
title: Acute microbial functional thresholds to pharmaceuticals exposure

description: This dataset gather ecotoxicological thresholds values for functional endpoints (photosynthetic yield and beta-glucosidase activity) obtained after acute exposure of periphyton to different pharmaceuticals.
DOI: 10.5281/zenodo.17795126
title: Acute microbial functional thresholds to pharmaceuticals exposure

description: This dataset gather ecotoxicological thresholds values for functional endpoints (photosynthetic yield and beta-glucosidase activity) obtained after acute exposure of periphyton to different pharmaceuticals.
DOI: 10.17026/ar/2pkr2k
title: PAN-00085011 - coin/coin-related, Marcus Aurelius (161-180), voor Lucilla, sestertius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00085011&lt;/p&gt;
description: Modified: 2025-08-19T10:48:01+02:00
DOI: 10.6084/m9.figshare.30763550
title: Supplementary Material - Regression analysis

description: This multicenter study investigated whether mode of delivery, breastfeeding duration, and dietary habits predict severe early childhood caries (S-ECC) in children under 3 years of age in Brazil and the United States. Data for this analysis were derived from the repository of the study entitled <i>“Mode of Delivery, Prolonged Breastfeeding and Diet as Predictors of Caries: a Multicenter Study in Children Under 3 Years.”</i> Using electronic medical records from 700 infants and toddlers examined between August 2021 and November 2023, the study collected information on delivery type, feeding practices, diet, oral hygiene, age, sex, and nationality. The overall S-ECC prevalence was high (59.4%), and bivariate analyses showed significant associations with vaginal delivery and a cariogenic diet. However, in the multivariable regression model, only older age, longer breastfeeding duration, and nationality (with U.S. children presenting higher dmft scores) remained independent predictors of S-ECC. These findings highlight the multifactorial etiology of early caries and emphasize the importance of early, culturally informed prevention strategies for children in this vulnerable age group.
DOI: 10.6084/m9.figshare.30763550.v1
title: Supplementary Material - Regression analysis

description: This multicenter study investigated whether mode of delivery, breastfeeding duration, and dietary habits predict severe early childhood caries (S-ECC) in children under 3 years of age in Brazil and the United States. Data for this analysis were derived from the repository of the study entitled <i>“Mode of Delivery, Prolonged Breastfeeding and Diet as Predictors of Caries: a Multicenter Study in Children Under 3 Years.”</i> Using electronic medical records from 700 infants and toddlers examined between August 2021 and November 2023, the study collected information on delivery type, feeding practices, diet, oral hygiene, age, sex, and nationality. The overall S-ECC prevalence was high (59.4%), and bivariate analyses showed significant associations with vaginal delivery and a cariogenic diet. However, in the multivariable regression model, only older age, longer breastfeeding duration, and nationality (with U.S. children presenting higher dmft scores) remained independent predictors of S-ECC. These findings highlight the multifactorial etiology of early caries and emphasize the importance of early, culturally informed prevention strategies for children in this vulnerable age group.
DOI: 10.5281/zenodo.17794522
title: Data and code associated with Goodbody-Gringley et al 2026 Coral Reefs

description: Raw data files and R Markdown files are provided to correspond with analyses presented in Goodbody-Gringley et al. (2026) Fate tracking of Acropora cervicornis colonies post restorative out-planting reveals genotype-specific responses to marine heatwaves, submitted for publication to Coral Reefs.
DOI: 10.5281/zenodo.17794521
title: Data and code associated with Goodbody-Gringley et al 2026 Coral Reefs

description: Raw data files and R Markdown files are provided to correspond with analyses presented in Goodbody-Gringley et al. (2026) Fate tracking of Acropora cervicornis colonies post restorative out-planting reveals genotype-specific responses to marine heatwaves, submitted for publication to Coral Reefs.
DOI: 10.15468/dl.wnmadc
title: Occurrence Download

description: A dataset containing 589826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Month is one of (March, July)",
 "TaxonKey is Poecile carolinensis",
 "Year 2021-2024"
 ]
}

 The dataset includes 589826 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023250-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/9g9tz4
title: PAN-00126809 - coin/coin-related, Antoninus Pius (138-161), dupondius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00126809&lt;/p&gt;
description: Modified: 2025-09-30T08:06:55+02:00
DOI: 10.5281/zenodo.17794872
title: Figure and Simulation Scripts for Mitigating Residual Exchange Coupling in Resonant Singlet-Triplet Qubits

description: This repository contains `.ipynb` files corresponding to the figures and simulation scripts in "Mitigating Residual Exchange Coupling in Resonant Singlet-Triplet Qubits". The raw data are available inside the folder SimuRepo.zip.
DOI: 10.5281/zenodo.17794871
title: Figure and Simulation Scripts for Mitigating Residual Exchange Coupling in Resonant Singlet-Triplet Qubits

description: This repository contains `.ipynb` files corresponding to the figures and simulation scripts in "Mitigating Residual Exchange Coupling in Resonant Singlet-Triplet Qubits". The raw data are available inside the folder SimuRepo.zip.
DOI: 10.5281/zenodo.17795157
title: Evaluación: Taller Bb Avanzado Tijuana

description: Evaluación: Taller Bb Avanzado Tijuana
DOI: 10.5281/zenodo.17795158
title: Evaluación: Taller Bb Avanzado Tijuana

description: Evaluación: Taller Bb Avanzado Tijuana
DOI: 10.18739/a21r6n30j
title: Eddy covariance aerosol size segregated flux data measured at the University of Alaska Fairbanks Farm site in Fairbanks, Alaska during the Alaskan Layered Pollution And Chemical Analysis (ALPACA)-2022 field study

description: These measurements were conducted as part of the Alaskan Layered Pollution And Chemical Analysis (ALPACA) 2022 field study, which investigated aerosol-atmosphere exchange in the cold, dark winter conditions of Fairbanks, Alaska. The dataset includes:
 Aerosol measurements: Particle number concentration (5–3000 nanometers (nm)), vertical turbulent fluxes, and deposition velocity, segregated into ultrafine, accumulation, and quasi-coarse size fractions.
 Micrometeorological variables: Sensible heat flux, turbulent kinetic energy, turbulent momentum flux, friction velocity, and Monin-Obukhov length.
 Standard meteorological data: Temperature, relative humidity, wind speed and direction, barometric pressure, and temperature inversion.
 The research took place at the University of Alaska Fairbanks (UAF) Farm site, a suburban location (64.853 degrees North (°N), 147.859 degrees West (°W), 138 meters (m) above sea level).
DOI: 10.15468/dl.euwqdy
title: Occurrence Download

description: A dataset listing the 787 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tree planting occurrences"
 ]
}

 The dataset's 787 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023257-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwkcvh
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "GadmGid is one of (USA.5.19_1, USA.5.33_1, USA.5.30_1, USA.5.56_1, USA.5.36_1, USA.5.37_1)",
 "TaxonKey is Thamnophis sirtalis",
 "Year 1000-2025"
 ]
}

 The dataset includes 100 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023265-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wghtt
title: Occurrence Download

description: A dataset containing 4662 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Sphenodontia [GBIF Backbone Taxonomy], Squamata [GBIF Backbone Taxonomy], Testudines [GBIF Backbone Taxonomy], Crocodylia [GBIF Backbone Taxonomy], Amphibia [GBIF Backbone Taxonomy])",
 "StateProvince is one of (Arauca)"
 ]
 }
 ]
}

 The dataset includes 4662 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023266-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ba6jq8
title: Occurrence Download

description: A dataset containing 760 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Aspidoscelis exsanguis [GBIF Backbone Taxonomy])",
 "Country is one of (United States of America)",
 "StateProvince is one of (Arizona)"
 ]
 }
 ]
}

 The dataset includes 760 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023267-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16731481
title: Dataset and code for: [Machine Learning-based Investigation of the Relationship Between Plasma Emission Spectra and Biological Responses]

description: This dataset and code supports the study titled: "Machine Learning-based Investigation of the Relationship Between Plasma Emission Spectra and Biological Responses."

This research focuses on developing and validating machine learning models to predict biological outcomes (24-hour and 48-hour MTT cell viability assays) from the optical emission spectra and operational parameters of two custom-built helium plasma jets.

The uploaded file, Plasma Prj.rar, contains all the necessary components to reproduce the results of this study. The contents are organized as follows:

 

1. Codes

 

This folder contains all Python scripts used for the entire workflow, including:





Data preprocessing and normalization.




Training, validation, and testing of all machine learning models (e.g., Random Forest, CNN, etc.).




Final analysis and figure generation.



 

2. DataSets

 

This folder contains the datasets from both plasma jets, divided into raw and processed versions.





A. Raw Data: This subfolder contains the original, unprocessed data files for both plasma devices.




B. Final DataSets (Processed and Normalized): This subfolder contains the final, analysis-ready CSV files:





train_processed.csv: The training partition (n=520) from the primary plasma jet (Jet 1).




test_processed.csv: The hold-out test partition (n=130) from the primary plasma jet (Jet 1).




processed_second_jet.csv: The complete, processed dataset for the external validation device (Jet 2, n=62).
DOI: 10.5281/zenodo.17795124
title: Dataset and code for: [Machine Learning-based Investigation of the Relationship Between Plasma Emission Spectra and Biological Responses]

description: This dataset and code supports the study titled: "Machine Learning-based Investigation of the Relationship Between Plasma Emission Spectra and Biological Responses."

This research focuses on developing and validating machine learning models to predict biological outcomes (24-hour and 48-hour MTT cell viability assays) from the optical emission spectra and operational parameters of two custom-built helium plasma jets.

The uploaded file, Plasma Prj.rar, contains all the necessary components to reproduce the results of this study. The contents are organized as follows:

 

1. Codes

 

This folder contains all Python scripts used for the entire workflow, including:





Data preprocessing and normalization.




Training, validation, and testing of all machine learning models (e.g., Random Forest, CNN, etc.).




Final analysis and figure generation.



 

2. DataSets

 

This folder contains the datasets from both plasma jets, divided into raw and processed versions.





A. Raw Data: This subfolder contains the original, unprocessed data files for both plasma devices.




B. Final DataSets (Processed and Normalized): This subfolder contains the final, analysis-ready CSV files:





train_processed.csv: The training partition (n=520) from the primary plasma jet (Jet 1).




test_processed.csv: The hold-out test partition (n=130) from the primary plasma jet (Jet 1).




processed_second_jet.csv: The complete, processed dataset for the external validation device (Jet 2, n=62).
DOI: 10.17026/ar/1azaav
title: PAN-00167467 - iron nail general

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00167467&lt;/p&gt;
description: Modified: 2025-08-11T14:16:24+02:00
DOI: 10.5281/zenodo.17795172
title: Cuestionario de evaluación para el curso "Online Course Design"

description: Cuestionario de evaluación para el curso "Online Course Design"
DOI: 10.5281/zenodo.17795173
title: Cuestionario de evaluación para el curso "Online Course Design"

description: Cuestionario de evaluación para el curso "Online Course Design"
DOI: 10.34740/kaggle/dsv/13963996
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.wpnj9v
title: Occurrence Download

description: A dataset containing 37565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Marmota monax"
 ]
}

 The dataset includes 37565 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023269-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/qikafk
title: PAN-00174851 - early medieval figuratieve brooch (one eye) group A2

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00174851&lt;/p&gt;
description: Modified: 2025-08-04T16:04:48+02:00
DOI: 10.15468/dl.39rmm3
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "TaxonKey is Tapirus"
 ]
}

 The dataset includes 96 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023270-251120083545085/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/13964003
title: News UAD
DOI: 10.5281/zenodo.17795194
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Margaret Hannah Fulford, http://www.wikidata.org/entity/Q21513629. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21513629
DOI: 10.5281/zenodo.17795196
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Oswald Kairamo, http://www.wikidata.org/entity/Q4348381. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q4348381
DOI: 10.5281/zenodo.17795195
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Oswald Kairamo, http://www.wikidata.org/entity/Q4348381. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q4348381