cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qn5erd
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rottboellia cochinchinensis (Lour.) Clayton",
 "Country is Ethiopia"
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009580-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110813619
title: Neo-Assyrian Linear Style Stone Cylinder Seal, BMC S.178

description: [Text Description:] Neo-Assyrian (Late Assyrian) ❧ [Text or Publication Number Note:] BMC S.178 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Stone Cylinder Seal
DOI: 10.25549/inscriptifact-ouc110813593
title: Neo-Assyrian Stamp Seal with Multi-figured Scene, BMC S.114

description: [Text Description:] Neo-Assyrian ❧ [Text or Publication Number Note:] BMC S.114 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Stone Stamp Seal ❧ [Physical Object Note:] 1 x 23/32 x 3/4 in. (2.5 x 1.8 x 1.9 cm)
DOI: 10.25549/inscriptifact-ouc110813660
title: Neo-Assyrian Linear Style Stone Cylinder Seal, BMC S.178

description: [Text Description:] Neo-Assyrian (Late Assyrian) ❧ [Text or Publication Number Note:] BMC S.178 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Stone Cylinder Seal
DOI: 10.25549/inscriptifact-ouc110813565
title: Neo-Assyrian Stamp Seal with Multi-figured Scene, BMC S.114

description: [Text Description:] Neo-Assyrian ❧ [Text or Publication Number Note:] BMC S.114 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Stone Stamp Seal ❧ [Physical Object Note:] 1 x 23/32 x 3/4 in. (2.5 x 1.8 x 1.9 cm)
DOI: 10.25549/inscriptifact-ouc110813573
title: Neo-Assyrian Stamp Seal with Multi-figured Scene, BMC S.114

description: [Text Description:] Neo-Assyrian ❧ [Text or Publication Number Note:] BMC S.114 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Stone Stamp Seal ❧ [Physical Object Note:] 1 x 23/32 x 3/4 in. (2.5 x 1.8 x 1.9 cm)
DOI: 10.25549/inscriptifact-ouc110813468
title: Attic White-Ground Lekythos (Oil Bottle) with Tomb Visitation Scene, BMC P.3222

description: [Text Description:] Attributed to Aischines Painter, Classical ❧ [Text or Publication Number Note:] BMC P.3222 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, White-Ground Lekythos (Oil Bottle) ❧ [Physical Object Note:] 7 1/2 x 2 9/16 x 2 9/16 in. (19 x 6.5 x 6.5 cm) ❧ [Physical Object Note:] Lekythoi
DOI: 10.25549/inscriptifact-ouc110813483
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.15468/dl.w4sqpu
title: Occurrence Download

description: A dataset containing 2366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphiprion melanopus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2366 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001348-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkafnh
title: Occurrence Download

description: A dataset containing 68164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scleractinia, Antipatharia, Malacalcyonacea, Scleralcyonacea, Zoanthidae, Pennatulacea)",
 "Geometry POLYGON ((-6.379433678493399 27.87837271836389, 38.9312684534068 27.87837271836389, 38.9312684534068 48.76856667532462, -6.379433678493399 48.76856667532462, -6.379433678493399 27.87837271836389))"
 ]
}

 The dataset includes 68164 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001333-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr39574
title: Propensity Score-Based Methods for Clinical Evaluation Report (CER) Using Multilevel Data: What Works Best When [Methods Study], 2014-2019
title: Archival Version

description: This project aims to improve the methods that researchers use to compare how treatments affect different patients. When researchers use data from patients' health records to compare treatments, it's often hard to know whether changes in a patient's health are from the treatment or something else. Factors other than the treatment may affect the patient's health, including

A patient's traits, such as age, gender, or other health problems
Group-level factors, such as where patients get care or where they live

To address this problem, researchers rely on statistical methods. Existing methods use data from patients who have similar traits but received different treatments. But they may not work well if some group-level factors affect both the treatment and patients' health. In this study, the research team created two new ways of including group-level factors in the methods they use to find similar patients.
description: To develop PS matching methods for hierarchical data. 

Aim 1: Investigate how to extend the PS methodology and compare PS matching methods
under various assumptions.
Aim 2: Develop a novel imputation-based sensitivity analysis approach.
Aim 3: Identify valid and efficient PS methods for 2 existing comparative effectiveness research studies and conduct the sensitivity analysis using the imputation-based approach
developed under aim 2.
description: The research team simulated data to mimic the characteristics of real-world hierarchical data. They considered four PS matching methods:

Across-cluster matching, which ignored the hierarchical data structure
Within-cluster matching, which accounted for the hierarchical data structure
Stratified matching, which stratified data by a cluster-level variable, such as hospital size, and then matched patients across clusters within strata to ensure closer matches
Hierarchical matching, which grouped clusters with similar cluster-level variables within each stratum and matched patients across clusters within each group

To assess the performance of each method, the research team examined bias and the root mean squared error (RMSE) of the estimated treatment effects. The team also compared matched sample sizes to determine if the matching methods would produce sufficiently large matched samples for PS analysis.
A patient and caregiver advocate, a clinician researcher, and a research foundation representative helped design and conduct the study.
description: Datasets: 
DS1: Propensity Score-Based Methods for Clinical Evaluation Report (CER) Using Multilevel Data: What Works Best When [Methods Study], 2014-2019
description: Pediatric kidney transplant patients; pediatric patients with newly diagnosed Crohn's disease (RISK study).
DOI: 10.3886/icpsr39574.v1
title: Propensity Score-Based Methods for Clinical Evaluation Report (CER) Using Multilevel Data: What Works Best When [Methods Study], 2014-2019
title: Version 1

description: This project aims to improve the methods that researchers use to compare how treatments affect different patients. When researchers use data from patients' health records to compare treatments, it's often hard to know whether changes in a patient's health are from the treatment or something else. Factors other than the treatment may affect the patient's health, including

A patient's traits, such as age, gender, or other health problems
Group-level factors, such as where patients get care or where they live

To address this problem, researchers rely on statistical methods. Existing methods use data from patients who have similar traits but received different treatments. But they may not work well if some group-level factors affect both the treatment and patients' health. In this study, the research team created two new ways of including group-level factors in the methods they use to find similar patients.
description: To develop PS matching methods for hierarchical data. 

Aim 1: Investigate how to extend the PS methodology and compare PS matching methods
under various assumptions.
Aim 2: Develop a novel imputation-based sensitivity analysis approach.
Aim 3: Identify valid and efficient PS methods for 2 existing comparative effectiveness research studies and conduct the sensitivity analysis using the imputation-based approach
developed under aim 2.
description: The research team simulated data to mimic the characteristics of real-world hierarchical data. They considered four PS matching methods:

Across-cluster matching, which ignored the hierarchical data structure
Within-cluster matching, which accounted for the hierarchical data structure
Stratified matching, which stratified data by a cluster-level variable, such as hospital size, and then matched patients across clusters within strata to ensure closer matches
Hierarchical matching, which grouped clusters with similar cluster-level variables within each stratum and matched patients across clusters within each group

To assess the performance of each method, the research team examined bias and the root mean squared error (RMSE) of the estimated treatment effects. The team also compared matched sample sizes to determine if the matching methods would produce sufficiently large matched samples for PS analysis.
A patient and caregiver advocate, a clinician researcher, and a research foundation representative helped design and conduct the study.
description: Datasets: 
DS1: Propensity Score-Based Methods for Clinical Evaluation Report (CER) Using Multilevel Data: What Works Best When [Methods Study], 2014-2019
description: Pediatric kidney transplant patients; pediatric patients with newly diagnosed Crohn's disease (RISK study).
DOI: 10.15468/dl.576536
title: Occurrence Download

description: A dataset containing 601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphiprion percula",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 601 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001350-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgzn4p
title: Occurrence Download

description: A dataset containing 1165475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia",
 "Country is United States of America",
 "Year is greater than or equal to 2010"
 ]
}

 The dataset includes 1165475 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001328-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e332kt
title: Occurrence Download

description: A dataset containing 3667 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudosuccinea columella"
 ]
}

 The dataset includes 3667 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001352-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zb382q
title: Occurrence Download

description: A dataset containing 2795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphiprion perideraion",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2795 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001354-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htamgy
title: Occurrence Download

description: A dataset containing 870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antipatharia",
 "Geometry POLYGON ((-6.379433678493399 27.87837271836389, 38.9312684534068 27.87837271836389, 38.9312684534068 48.76856667532462, -6.379433678493399 48.76856667532462, -6.379433678493399 27.87837271836389))"
 ]
}

 The dataset includes 870 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001357-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3w25g6
title: Occurrence Download

description: A dataset containing 29372 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthus mollis"
 ]
}

 The dataset includes 29372 records from 417 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001356-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydjbv3
title: Occurrence Download

description: A dataset containing 402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromis analis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 402 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001358-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezugbn
title: Occurrence Download

description: A dataset containing 5563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.13_1, CAN.2_1, USA.48_1, USA.38_1, USA.27_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lestidae"
 ]
}

 The dataset includes 5563 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001361-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2t45k4
title: Occurrence Download

description: A dataset containing 6344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Arge berberidis"
 ]
}

 The dataset includes 6344 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001362-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gz8ugc
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "GadmGid is MEX.30_1",
 "Geometry POLYGON((-104.12368 16.59936,-87.98507 16.59936,-87.98507 23.05171,-104.12368 23.05171,-104.12368 16.59936))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Potos flavus"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001360-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17665546
title: GSE96058_HiSeq Expression Data

description: Clinical Value of RNA Sequencing–Based Classifiers for Prediction of the Five Conventional Breast Cancer Biomarkers: A Report From the Population-Based Multicenter Sweden Cancerome Analysis Network—Breast Initiative [cohort 3273]
DOI: 10.5281/zenodo.17665547
title: GSE96058_HiSeq Expression Data

description: Clinical Value of RNA Sequencing–Based Classifiers for Prediction of the Five Conventional Breast Cancer Biomarkers: A Report From the Population-Based Multicenter Sweden Cancerome Analysis Network—Breast Initiative [cohort 3273]
DOI: 10.5281/zenodo.17653427
title: Determination of Point of Zero Charge of a Cu²-Based Coordination Compound for Adsorption of Pollutants
DOI: 10.5281/zenodo.17653428
title: Determination of Point of Zero Charge of a Cu²-Based Coordination Compound for Adsorption of Pollutants
DOI: 10.15468/dl.2hjutq
title: Occurrence Download

description: A dataset containing 5012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromis atripectoralis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5012 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001364-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvsyf5
title: Occurrence Download

description: A dataset containing 27963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malacalcyonacea",
 "Geometry POLYGON ((-6.379433678493399 27.87837271836389, 38.9312684534068 27.87837271836389, 38.9312684534068 48.76856667532462, -6.379433678493399 48.76856667532462, -6.379433678493399 27.87837271836389))"
 ]
}

 The dataset includes 27963 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001363-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgsj9c
title: Occurrence Download

description: A dataset containing 7775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleralcyonacea",
 "Geometry POLYGON ((-6.379433678493399 27.87837271836389, 38.9312684534068 27.87837271836389, 38.9312684534068 48.76856667532462, -6.379433678493399 48.76856667532462, -6.379433678493399 27.87837271836389))"
 ]
}

 The dataset includes 7775 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001367-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rskyr9
title: Occurrence Download

description: A dataset containing 16802 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromis chromis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16802 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001366-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d63qzu
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "StateProvince is New York",
 "TaxonKey is Lithobates catesbeianus"
 ]
}

 The dataset includes 570 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001368-251120083545085/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/13809662
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.zv4daj
title: Occurrence Download

description: A dataset containing 5402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromis viridis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5402 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001369-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11587/l6amd3
title: Europapolitik and the European Parliament 1999

description: No abstract available
DOI: 10.11587/x3v7gh
title: Military Threats 1999

description: No abstract available
DOI: 10.11587/2sl4gt
title: European Union 2000

description: No abstract available
DOI: 10.11587/tzz23d
title: Leisure and Culture in Vienna 1999

description: No abstract available
DOI: 10.11587/u2bzox
title: Attitudes about Hungarian EU Membership in Burgenland 2000

description: No abstract available
DOI: 10.11587/w0d5y4
title: EU Membership and EU Eastward Expansion 2000

description: No abstract available
DOI: 10.11587/ykedyz
title: Omnibus Survey 2000

description: No abstract available
DOI: 10.11587/0sswv9
title: European Union 2000

description: No abstract available
DOI: 10.11587/5dclhl
title: Attitudes in Lower Austria about Czech EU Membership 2001

description: No abstract available
DOI: 10.11587/lh54n7
title: EU Sanctions after the Formation of the ÖVP/FPÖ Government 2000

description: No abstract available
DOI: 10.11587/nblcrd
title: Integration of Immigrants in Austria 2001

description: No abstract available
DOI: 10.11587/vwo58c
title: EU Membership and EU Eastward Expansion 2001

description: No abstract available
DOI: 10.11587/wpxq2x
title: Attitudes in Styria about Slovenian EU Membership 2001

description: No abstract available
DOI: 10.11587/l04r4o
title: EU Membership and EU Eastward Expansion 2001

description: No abstract available
DOI: 10.11587/len2nd
title: EU Membership and EU Eastward Expansion 2001

description: No abstract available
DOI: 10.11587/pbyd9r
title: Attitudes in Carinthia about Slovenian EU Membership 2001

description: No abstract available
DOI: 10.11587/nkvi7h
title: Attitudes in Lower Austria about Slovakian EU Membership 2001

description: No abstract available
DOI: 10.11587/jotk7q
title: Attitudes about Czech EU Membership in Upper Austria 2001

description: No abstract available
DOI: 10.11587/7yiydl
title: Czech EU Membership and the Bene decrees 2002

description: No abstract available
DOI: 10.11587/agq7im
title: Parliamentary Elections in the Czech Republic and the Bene decrees 2002

description: No abstract available
DOI: 10.11587/kcxutv
title: Nuclear power plant Temelin 2001

description: No abstract available
DOI: 10.11587/p0jcjv
title: Referendum "Veto against Temelin" 2002

description: No abstract available
DOI: 10.11587/vrwrqb
title: Omnibus Survey on the European Union 2002

description: No abstract available
DOI: 10.11587/kq41fo
title: European Defense Policy and The Bene Decrees 2002

description: No abstract available
DOI: 10.11587/p2gssz
title: Omnibus Survey of Vienna 2002

description: No abstract available
DOI: 10.11587/ymk96f
title: Attitudes about Waste Prevention in Vienna 2002

description: No abstract available
DOI: 10.5281/zenodo.18313970
title: Solanum L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.5281/zenodo.18313971
title: Solanum L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.5281/zenodo.15083338
title: Data from: The effect of neck strap positioning relative to dairy cow body size on rising, lying down, and defecation behaviour in lying cubicles

description: Original data from: "The effect of neck strap positioning relative to dairy cow body size on rising, lying down, and defecation behaviour in lying cubicles"