cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/k487hg6d82.1
title: Mapping IPC competencies among nurses

description: We hypothesized that nurses in India may not be fully aligned with global infection prevention and control (IPC) competencies, and that gaps in knowledge, attitudes, and practices (KAP) would highlight the need for structured, evidence-based training and certification. The dataset includes responses from 547 nurses across India and provides detailed insights into their IPC competencies. Overall, nurses showed average levels of knowledge and practice but lower scores in attitude. However, when scores were categorized as low, average, or good, the majority of nurses (over 70%) fell into the low category for practice, despite the mean practice score appearing average. This suggests that a small group of high performers shifted the mean upward, masking widespread deficiencies and underscoring a critical disconnect between awareness and actual implementation. Demographic variables, such as years of experience and training background, were significantly associated with variation in IPC competencies.
Predictors: Ordinal logistic regression identified demographic and professional predictors of stronger knowledge and practice, suggesting priority groups for targeted interventions.
Geographic Spread: State-wise mapping revealed wide distribution of respondents, enhancing the generalizability of findings.
How to Interpret and Use the Data:
Raw data excel with scoring for correct answer
Supplementary Table S1 details all KAP items with correct/preferred responses and percentage of correct answers, enabling replication and cross-country comparisons.
Supplementary Table S2 presents associations between demographic variables and KAP levels, providing context for training policy development.
Supplementary Table S3 summarizes regression models to identify predictors of better IPC performance, guiding targeted educational interventions.
Supplementary Figures 1 and 2 visualize geographic representation and predicted probabilities of practice levels, supporting stratified interpretation.
Together, these data provide a foundation for designing tailored IPC education and certification programs for nurses in India, with implications for improving patient safety, reducing healthcare-associated infections (HAIs), and enhancing preparedness for both routine and emergency healthcare delivery.
DOI: 10.3535/e49-scg-wr7
title: Biflustra d'Orbigny, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p6r-n08-wvv
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/34s-z52-m49
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/v23wn4795j
title: Hatching Success Rate of Olive Ridley Sea Turtles

description: This study examined the influence of incubation microclimate and astronomical factors on the hatching success of the olive ridley turtle (Lepidochelys olivacea) at Batu Hiu Beach, Pangandaran, Indonesia, during the 2025 nesting season.
DOI: 10.3535/j0g-8x8-29t
title: Microporella joannae Calvet, 1902

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s77-vgv-28y
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.sk98t8
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudognaphalium viravira"
 ]
}

 The dataset includes 162 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019014-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110844135
title: Persepolis Fortification Anepigraphic Tablet 0324.202, PFAnep 0324.202

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0324.202, PFUT 0324-202 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, upper edge. ❧ [Physical Object Note:] Right edge of tablet broken. Damage and cracks on obverse, reverse. Right part of reverse missing. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110846325
title: Persepolis Fortification Anepigraphic Tablet 0335.201, PFAnep 0335.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0335.201, PFUT 0335-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on obverse, reverse. ❧ [Physical Object Note:] Bottom edge broken off, as well as right edge. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110844124
title: Persepolis Fortification Anepigraphic Tablet 0324.202, PFAnep 0324.202

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0324.202, PFUT 0324-202 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, upper edge. ❧ [Physical Object Note:] Right edge of tablet broken. Damage and cracks on obverse, reverse. Right part of reverse missing. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110846292
title: Persepolis Fortification Anepigraphic Tablet 0310.201, PFAnep 0310.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0310.201, PFUT 0310-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge? left edge, reverse? ❧ [Physical Object Note:] Cracks on all edges. Major breakage on bottom edge. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110846321
title: Persepolis Fortification Anepigraphic Tablet 0335.201, PFAnep 0335.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0335.201, PFUT 0335-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on obverse, reverse. ❧ [Physical Object Note:] Bottom edge broken off, as well as right edge. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110848365
title: Persepolis Fortification Anepigraphic Tablet 0313.201, PFAnep 0313.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0313.201, PFUT 0313-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse. ❧ [Physical Object Note:] Cracks on bottom edge, left edge, obverse. Right side, on diagonal broken off. (Upper and bottom edges may be reversed)
DOI: 10.15468/dl.pwgn88
title: Occurrence Download

description: A dataset containing 972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-123.47143 19.89340,-70.52857 19.89340,-70.52857 41.10660,-123.47143 41.10660,-123.47143 19.89340))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Campostoma ornatum",
 "Year 1970-2020"
 ]
}

 The dataset includes 972 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024227-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110845155
title: Persepolis Fortification Anepigraphic Tablet 0330A.201, PFAnep 0330A.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0330A.201, PFUT 0330A-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse. ❧ [Physical Object Note:] Right edge broken. Damage on bottom of obverse. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110848341
title: Persepolis Fortification Anepigraphic Tablet 0340.201, PFAnep 0340.201

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0340.201, PFUT 0340-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression on obverse. ❧ [Physical Object Note:] Cracks on bottom edge, left edge, obverse. Right edge broken off. Damage on reverse.
DOI: 10.15468/dl.yewzwq
title: Occurrence Download

description: A dataset containing 227384654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 227384654 records from 329 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039690-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9b2mba
title: Occurrence Download

description: A dataset containing 25237141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 25237141 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239572-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zecbd7
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005322-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9mrjs
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005339-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtpm4x
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053587-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8eryck
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synanthedon arctica (Beutenmüller, 1900)"
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239735-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.li623b
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023816-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drzywd
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001282-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36jmtt
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synanthedon bolteri (Edwards, 1883)"
 ]
}

 The dataset includes 79 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239736-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lewqbl
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039737-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89cu36
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synanthedon helena (Druce, 1889)"
 ]
}

 The dataset includes 103 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239737-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tw7pou
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002199-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nafqet
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039701-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75zyjp
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synanthedon pini (Kellicott, 1881)"
 ]
}

 The dataset includes 134 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239738-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwllia
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005347-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqpwm7
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057197-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e185321v1
title: Code and Non-Confidential Data for: "Health Care Centralization: The Health Impacts of Obstetric Unit Closures in the US"

description: This is the replication package for the article entitled "Health Care Centralization: The Health Impacts of Obstetric Unit Closures in the US".
description: All births in the United States.
DOI: 10.15468/dl.emtrcw
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005372-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsrpxe
title: Occurrence Download

description: A dataset containing 85728393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 85728393 records from 2202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284215-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11654382
title: Long pulse surface NMR

description: Data set for the paper: Feasibility of surface nuclear magnetic resonance with absurdly long excitation pulses
DOI: 10.60712/si-id10819.1
title: StrainInfo SI-ID 10819.1

description: StrainInfo dataset 10819 about a strain of Ralstonia pickettii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id10820.1
title: StrainInfo SI-ID 10820.1

description: StrainInfo dataset 10820 about a strain of Ralstonia pickettii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id10821.1
title: StrainInfo SI-ID 10821.1

description: StrainInfo dataset 10821 about a strain of Ralstonia mannitolilytica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id10909.1
title: StrainInfo SI-ID 10909.1

description: StrainInfo dataset 10909 about a strain of Xanthomonas citri pv. malvacearum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id10910.1
title: StrainInfo SI-ID 10910.1

description: StrainInfo dataset 10910 about a strain of Xanthomonas. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id10911.1
title: StrainInfo SI-ID 10911.1

description: StrainInfo dataset 10911 about a strain of Xanthomonas citri pv. malvacearum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id10948.1
title: StrainInfo SI-ID 10948.1

description: StrainInfo dataset 10948 about a strain of Azotobacter beijerinckii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id10949.1
title: StrainInfo SI-ID 10949.1

description: StrainInfo dataset 10949 about a strain of Azotobacter beijerinckii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id10950.1
title: StrainInfo SI-ID 10950.1

description: StrainInfo dataset 10950 about a strain of Azotobacter chroococcum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.