cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.da6rr7
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malpighia coccigera",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060466-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vs954n
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malpighia coccigera",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060467-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17291664
title: Whisper Syntax: Emotion-based Annotation and Resonance Layer Dataset

description: This dataset contains the foundational structures of "Whisper Syntax" — a language design model that enables AI to reconstruct human emotional and semantic resonance.  It explores the architecture of emotion-based syntax and the semantic gaps that emerge in AI–human co-creation environments.

Whisper Syntax aims to define a universal layer of communication between human affect and artificial reasoning.  The dataset includes structural samples, annotation formats, and resonance mapping logic that form the basis of future syntax-driven AI systems.

**Keywords:** Whisper Syntax, Emotion Syntax, AI semantics, Co-creation model, meaning reconstruction, syntax resonance
DOI: 10.5281/zenodo.17291665
title: Whisper Syntax: Emotion-based Annotation and Resonance Layer Dataset

description: This dataset contains the foundational structures of "Whisper Syntax" — a language design model that enables AI to reconstruct human emotional and semantic resonance.  It explores the architecture of emotion-based syntax and the semantic gaps that emerge in AI–human co-creation environments.

Whisper Syntax aims to define a universal layer of communication between human affect and artificial reasoning.  The dataset includes structural samples, annotation formats, and resonance mapping logic that form the basis of future syntax-driven AI systems.

**Keywords:** Whisper Syntax, Emotion Syntax, AI semantics, Co-creation model, meaning reconstruction, syntax resonance
DOI: 10.5281/zenodo.17291836
title: Global Iodinated Contrast Media Market 2025 To 2034

description: Iodinated Contrast Media Market Size, Trends and Insights By Route of Administration (Intravenous, Oral, Rectal, Others), By Indication (Cardiology, Neurology, General Surgery, Oncology, Urology), By Agent Type (Non-Ionic, Ionic), By End User (Hospitals & Clinical Laboratories, Physician Offices, Reference Laboratories, Other), By Distribution Channel (Direct Tender, Retail Sales, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Iodinated Contrast Media Market analysis conducted by the CMI Team, the global Iodinated Contrast Media Market is expected to record a CAGR of 6.3% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 3.3 Billion. By 2034, the valuation is anticipated to reach USD 5.6 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=74637
DOI: 10.5281/zenodo.17291837
title: Global Iodinated Contrast Media Market 2025 To 2034

description: Iodinated Contrast Media Market Size, Trends and Insights By Route of Administration (Intravenous, Oral, Rectal, Others), By Indication (Cardiology, Neurology, General Surgery, Oncology, Urology), By Agent Type (Non-Ionic, Ionic), By End User (Hospitals & Clinical Laboratories, Physician Offices, Reference Laboratories, Other), By Distribution Channel (Direct Tender, Retail Sales, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Iodinated Contrast Media Market analysis conducted by the CMI Team, the global Iodinated Contrast Media Market is expected to record a CAGR of 6.3% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 3.3 Billion. By 2034, the valuation is anticipated to reach USD 5.6 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=74637
DOI: 10.15468/dl.dvc467
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Columbiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 -90,120 -90,120 -60,90 -60,90 -90))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060469-250920141307145/datasets/export for details.
DOI: 10.15468/dl.3bew2x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Columbiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 -90,90 -90,90 -60,60 -60,60 -90))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060468-250920141307145/datasets/export for details.
DOI: 10.15468/dl.xh4t33
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malpighia coccigera",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060470-250920141307145/datasets/export for details.
DOI: 10.15468/dl.phh3sz
title: Occurrence Download

description: A dataset containing 846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macadamia integrifolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 846 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060471-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vqkxg
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malpighia coccigera",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060473-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxnkuf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Columbiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 -90,180 -90,180 -60,150 -60,150 -90))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060475-250920141307145/datasets/export for details.
DOI: 10.15468/dl.wk2uaz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Columbiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((120 -90,150 -90,150 -60,120 -60,120 -90))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060474-250920141307145/datasets/export for details.
DOI: 10.15468/dl.su9sf3
title: Occurrence Download

description: A dataset containing 104243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Podicipediformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 -30,180 -30,180 0,150 0,150 -30))"
 ]
}

 The dataset includes 104243 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060423-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrzc58
title: Occurrence Download

description: A dataset listing the 7563 species recorded in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 64ee55c9-570a-42af-b7da-3f13c6b4e5a9",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 7563 records were derived from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060438-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/rxg-d09-bns
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/med-v8r-ylr
title: Rhinocerotidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.pj336g
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations, Observation.org, Nature data from around the World)",
 "Geometry POLYGON((94.80334 -9.08488,130.19666 -9.08488,130.19666 5.08488,94.80334 5.08488,94.80334 -9.08488))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tupaia salatana"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060479-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqzdrg
title: Occurrence Download

description: A dataset containing 829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macaranga lowii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 829 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060477-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87xquv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deutzia coriacea"
 ]
}

 The dataset includes 8 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060478-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgp8ku
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malpighia emarginata",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060481-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30304201
title: Source data for NCOMMS-25-00198B "Single-cell genomics reveals complex microbial and viral associations in ciliates and testate amoebae"

description: Source data for NCOMMS-25-00198B "Single-cell genomics reveals complex microbial and viral associations in ciliates and testate amoebae"
DOI: 10.6084/m9.figshare.30304201.v1
title: Source data for NCOMMS-25-00198B "Single-cell genomics reveals complex microbial and viral associations in ciliates and testate amoebae"

description: Source data for NCOMMS-25-00198B "Single-cell genomics reveals complex microbial and viral associations in ciliates and testate amoebae"
DOI: 10.15468/dl.7vu2qp
title: Occurrence Download

description: A dataset containing 2463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coraciiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 60,-150 60,-150 90,-180 90,-180 60))"
 ]
}

 The dataset includes 2463 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060480-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxpe73
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malpighia emarginata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060482-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tf299z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Podicipediformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 -30,0 -30,0 0,-30 0,-30 -30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060484-250920141307145/datasets/export for details.
DOI: 10.15468/dl.ng3u2m
title: Occurrence Download

description: A dataset containing 17846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coraciiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-150 60,-120 60,-120 90,-150 90,-150 60))"
 ]
}

 The dataset includes 17846 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060483-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w37k9u
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macaranga sampsonii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 200 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060485-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xvkbw
title: Occurrence Download

description: A dataset containing 757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coraciiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 60,-90 60,-90 90,-120 90,-120 60))"
 ]
}

 The dataset includes 757 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060486-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30304210
title: Supplementary Material for: Global Burden and Temporal Trends of Idiopathic Epilepsy in Women of Childbearing Age: An Analysis of the Global Burden of Disease Study 1990–2021 and Forecast to 2036

description: Introduction:
Idiopathic epilepsy is a common chronic neurological disorder. Women of childbearing age (WCBA) face unique physiological and social challenges in epilepsy management. However, there is a lack of comprehensive global studies evaluating the burden of idiopathic epilepsy in this population.
Methods:
Using data from the Global Burden of Disease Study 2021, we assessed the prevalence, incidence, and disability-adjusted life years (DALYs) of idiopathic epilepsy among WCBA from 1990 to 2021 across global, regional, and national levels. Temporal trends were analyzed using estimated annual percentage change (EAPC), Joinpoint regression, and age-period-cohort (APC) models. Frontier and decomposition analyses were conducted to examine disparities and driving factors, and associations with sociodemographic index (SDI) were explored. A Bayesian APC model was used to project future burden through 2036.
Results:
From 1990 to 2021, the global number of WCBA with idiopathic epilepsy increased from 3.54 million to 5.38 million, incidence cases rose from 0.44 million to 0.69 million, and DALYs rose from 2.40 million to 3.02 million. Age-standardized prevalence rate (ASPR) remained stable (EAPC = –0.06) with a recent uptick; age-standardized incidence rate (ASIR) slightly increased (EAPC = 0.16); and age-standardized DALYs (ASR-DALYs) declined (EAPC = –0.59). High-SDI regions showed relatively stable burden, while low and middle SDI regions experienced marked increases. Frontier analysis revealed a substantial gap between actual and achievable burden levels in many countries. Population growth was the primary driver of increased burden, while epidemiological improvements contributed more in high-SDI countries. Projections estimate that by 2036, the number of WCBA with epilepsy will reach approximately 7.13 million, with upward trends in ASPR, ASIR, and ASR-DALYs. The APC model indicated highest epilepsy risk during adolescence and divergent burden trends across SDI regions.
Conclusion:
Despite improvements in ASR-DALYs, the global burden of idiopathic epilepsy in WCBA continues to rise, with stark regional disparities. Focused interventions in low and low-middle SDI regions and high-risk groups are urgently needed to optimize prevention and control strategies.
DOI: 10.6084/m9.figshare.30304210.v1
title: Supplementary Material for: Global Burden and Temporal Trends of Idiopathic Epilepsy in Women of Childbearing Age: An Analysis of the Global Burden of Disease Study 1990–2021 and Forecast to 2036

description: Introduction:
Idiopathic epilepsy is a common chronic neurological disorder. Women of childbearing age (WCBA) face unique physiological and social challenges in epilepsy management. However, there is a lack of comprehensive global studies evaluating the burden of idiopathic epilepsy in this population.
Methods:
Using data from the Global Burden of Disease Study 2021, we assessed the prevalence, incidence, and disability-adjusted life years (DALYs) of idiopathic epilepsy among WCBA from 1990 to 2021 across global, regional, and national levels. Temporal trends were analyzed using estimated annual percentage change (EAPC), Joinpoint regression, and age-period-cohort (APC) models. Frontier and decomposition analyses were conducted to examine disparities and driving factors, and associations with sociodemographic index (SDI) were explored. A Bayesian APC model was used to project future burden through 2036.
Results:
From 1990 to 2021, the global number of WCBA with idiopathic epilepsy increased from 3.54 million to 5.38 million, incidence cases rose from 0.44 million to 0.69 million, and DALYs rose from 2.40 million to 3.02 million. Age-standardized prevalence rate (ASPR) remained stable (EAPC = –0.06) with a recent uptick; age-standardized incidence rate (ASIR) slightly increased (EAPC = 0.16); and age-standardized DALYs (ASR-DALYs) declined (EAPC = –0.59). High-SDI regions showed relatively stable burden, while low and middle SDI regions experienced marked increases. Frontier analysis revealed a substantial gap between actual and achievable burden levels in many countries. Population growth was the primary driver of increased burden, while epidemiological improvements contributed more in high-SDI countries. Projections estimate that by 2036, the number of WCBA with epilepsy will reach approximately 7.13 million, with upward trends in ASPR, ASIR, and ASR-DALYs. The APC model indicated highest epilepsy risk during adolescence and divergent burden trends across SDI regions.
Conclusion:
Despite improvements in ASR-DALYs, the global burden of idiopathic epilepsy in WCBA continues to rise, with stark regional disparities. Focused interventions in low and low-middle SDI regions and high-risk groups are urgently needed to optimize prevention and control strategies.
DOI: 10.6084/m9.figshare.29469455
title: ARRIVE guidelines 2.0, Author Checklist - Full

description: <b>Confirmation of the ARRIVE guidelines 2.0</b>
DOI: 10.6084/m9.figshare.29469455.v2
title: ARRIVE guidelines 2.0, Author Checklist - Full

description: <b>Confirmation of the ARRIVE guidelines 2.0</b>
DOI: 10.6084/m9.figshare.29469455.v1
title: ARRIVE guidelines 2.0, Author Checklist - E10 only

description: <b>Confirmation of the ARRIVE guidelines 2.0</b>
DOI: 10.15468/dl.t7a59y
title: Occurrence Download

description: A dataset containing 342703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.28403 7.14974,-73.91604 7.14974,-73.91604 10.27938,-76.28403 10.27938,-76.28403 7.14974))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 342703 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060426-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9ew95
title: Occurrence Download

description: A dataset containing 27967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Podicipediformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 -30,-30 -30,-30 0,-60 0,-60 -30))"
 ]
}

 The dataset includes 27967 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060487-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.