cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fhzap9
title: Occurrence Download

description: A dataset containing 5111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrosomus erythrogaster",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 5111 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013949-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/kaoqag
title: Algorithmic Extraction and Mathematical Model Integration for Machine Learning Workflows (V12)

description: This dataset provides an auditable, full-coverage, and lossless multi-level knowledge graph derived from a structured machine-learning methodology document (V12). The graph preserves 100% of the source document’s atomic units—paragraph text units and table cells (including empty units)—to support deterministic coverage auditing, traceability, and reproducible governance workflows. It is delivered as a CSV-formatted graph with explicit `NODE` and `EDGE` records, including hierarchical levels (document → sections → paragraphs/tables → rows → atomic text units) and derived semantic layers (formulas, rules/procedures, algorithm modules, and tokens). Each atomic node is indexed (e.g., `paragraph_index`, `table_index`, `row_index`, `col_index`) to enable exact structural reconstruction and machine-verifiable integrity checks.
Beyond documentation preservation, the dataset is directly usable for machine-learning solution design and machine-learning research auditing. For solution design, the graph functions as a computable blueprint of ML workflow components (objective functions, diagnostics, threshold calibration, uncertainty quantification, MRB reproducibility fields, robustness/fairness evidence) that can be queried and assembled into implementation-ready checklists or pipeline specifications. For research auditing, it supports evidence-based review of methodological completeness and compliance (e.g., reproducibility package requirements, deterministic hashing rules, stable sorting, adaptive floating-point quantization, environment locking), enabling structured verification of whether a reported ML study meets auditable standards. The dataset is suitable for ML engineering teams, research evaluators, governance/compliance units, and computational social science or AI governance researchers, and can be imported into graph databases or processed in Python/R for automated checks, benchmarking, and reporting.
DOI: 10.15468/dl.n8zk3w
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trapeliopsis viridescens",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013951-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5v8g23
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalaria walkeri",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013953-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atdddx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Eragrostis membranacea"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013952-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18627175
title: Sovereign Stress Test Vol. 1: ChatGPT — Recursive Artifact Generation, EPG Compression, and Self-Application Collapse
DOI: 10.5281/zenodo.18627176
title: Sovereign Stress Test Vol. 1: ChatGPT — Recursive Artifact Generation, EPG Compression, and Self-Application Collapse
DOI: 10.5281/zenodo.17570481
title: KISTI-CWTS Leiden Ranking 2025 indicators for South Korean organisations, benchmark institutions and selected countries

description: This file presents all indicators that are computed for the CWTS Leiden Ranking 2025 for South Korean organisations and benchmark institutions.

The two 'Results' worksheets for Korean Main organisations and for the 25 benchmark organisations present separate results for combinations of fields (indicated in column C), a time period (indicated in column D), and a counting method (indicated in column E).

Collaboration, open access, and gender indicators are always calculated using full counting. The results for these indicators therefore do not depend on the choice between full and fractional counting.

Stability intervals have been calculated for most size-independent indicators. On the 'Results' worksheet, the lower and upper bounds of a stability interval are presented in columns with labels ending with '_lb' and '_ub', respectively.

More information can be found on the website: http://www.leidenranking.com
DOI: 10.5281/zenodo.17570482
title: KISTI-CWTS Leiden Ranking 2025 indicators for South Korean organisations, benchmark institutions and selected countries

description: This file presents all indicators that are computed for the CWTS Leiden Ranking 2025 for South Korean organisations and benchmark institutions.

The two 'Results' worksheets for Korean Main organisations and for the 25 benchmark organisations present separate results for combinations of fields (indicated in column C), a time period (indicated in column D), and a counting method (indicated in column E).

Collaboration, open access, and gender indicators are always calculated using full counting. The results for these indicators therefore do not depend on the choice between full and fractional counting.

Stability intervals have been calculated for most size-independent indicators. On the 'Results' worksheet, the lower and upper bounds of a stability interval are presented in columns with labels ending with '_lb' and '_ub', respectively.

More information can be found on the website: http://www.leidenranking.com
DOI: 10.15468/dl.36taxb
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eigenmannia muirapinima",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 46 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013954-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3s6tq
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trapeliopsis granulosa",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 277 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013956-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpk3ye
title: Occurrence Download

description: A dataset containing 1004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Luxilus cardinalis",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 1004 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013955-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywbpmv
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeagnus latifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 65 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013957-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6su6ej
title: Occurrence Download

description: A dataset containing 3496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Eragrostis mexicana"
 ]
}

 The dataset includes 3496 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013958-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfdwfd
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trapeliopsis pseudogranulosa",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 316 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013959-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spt8tm
title: Occurrence Download

description: A dataset containing 125527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Guazuma ulmifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 125527 records from 635 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013910-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shbwdh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eigenmannia vicentespelaea",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013961-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.np544f
title: Occurrence Download

description: A dataset containing 204163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2026-01-18",
 "EventDate is less than or equal to 2026-02-17",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 204163 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013939-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpamhw
title: Occurrence Download

description: A dataset containing 4691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphophorus hellerii",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 4691 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013960-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kqdt9
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eugenia roxburghii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 64 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013962-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ezhkz
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trapeliopsis glaucolepidea",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013963-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrhg55
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Eragrostis micrantha"
 ]
}

 The dataset includes 144 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013965-260208012135463/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.31329952
title: Trends in self-perceived physical and mental health problems causing functional limitations in US men aged 60 years or older

description: Understanding aging men’s perspective on functional ability is of utmost importance to tailor the delivery of medical care and to inform policy makers about aging men’s primary health concerns. The purpose of this analysis was to describe trends in self-perceived physical and mental health problems causing functional limitations in US men aged ≥60 years based on National Health and Nutrition Examination Surveys data from 2011 to 2018. Data from 2,494 males with a mean age of 68.56 years was analyzed. Participants reported a median number of 1 health problem causing functional limitations. With 20.54% and 17.75%, respectively, arthritis/rheumatism and back/neck problems emerged as the main problems. The predicted prevalence of arthritis/rheumatism causing functional limitations increased significantly from 2011–2012 to 2017–2018 by 9% (<i>p</i> = 0.028). Back/neck problems increased by 10% from 2011–2012 to 2015-2016 (<i>p</i> = 0.004). The predicted number of health problems causing functional difficulties was 1.81 times higher in those aged ≥80 years when compared to those aged 60 years (<i>p</i> &lt; 0.001). Health conditions which attract higher attention from a public health point of view (e.g. cardiovascular disease or metabolic disorders) are less frequently reported among aging men when it comes to functional disabilities and physical functioning.
DOI: 10.6084/m9.figshare.31329952.v1
title: Trends in self-perceived physical and mental health problems causing functional limitations in US men aged 60 years or older

description: Understanding aging men’s perspective on functional ability is of utmost importance to tailor the delivery of medical care and to inform policy makers about aging men’s primary health concerns. The purpose of this analysis was to describe trends in self-perceived physical and mental health problems causing functional limitations in US men aged ≥60 years based on National Health and Nutrition Examination Surveys data from 2011 to 2018. Data from 2,494 males with a mean age of 68.56 years was analyzed. Participants reported a median number of 1 health problem causing functional limitations. With 20.54% and 17.75%, respectively, arthritis/rheumatism and back/neck problems emerged as the main problems. The predicted prevalence of arthritis/rheumatism causing functional limitations increased significantly from 2011–2012 to 2017–2018 by 9% (<i>p</i> = 0.028). Back/neck problems increased by 10% from 2011–2012 to 2015-2016 (<i>p</i> = 0.004). The predicted number of health problems causing functional difficulties was 1.81 times higher in those aged ≥80 years when compared to those aged 60 years (<i>p</i> &lt; 0.001). Health conditions which attract higher attention from a public health point of view (e.g. cardiovascular disease or metabolic disorders) are less frequently reported among aging men when it comes to functional disabilities and physical functioning.
DOI: 10.15468/dl.3b23x3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eigenmannia waiwai",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013964-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tefk2n
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gaertnera walkeri",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 31 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013968-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qynw4e
title: Occurrence Download

description: A dataset containing 356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aplocheilus lineatus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 356 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013966-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sug3rb
title: Occurrence Download

description: A dataset containing 13032 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gyrocarpus americanus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 13032 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013967-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqps63
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhabdolichops lundbergi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 60 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013970-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8t45u
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trapeliopsis gelatinosa",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 34 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013969-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.