cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/ynz-van-sdv
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bh1-4mb-2xe
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/brk-clf-7tk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cky-p7l-5l8
title: Fursenkoina complanata (Egger, 1893)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/03l-kx5-asr
title: †Spiroplectinata complanata (Reuss, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0gj-n63-e84
title: Antennarius

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bmd-43f-ekg
title: †Spiroplectinata Cushman, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fsq-aaa-48t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pr5-zz3-c0m
title: †Pleurostomella Reuss, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p2x-68g-m33
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y6z-0tf-pl6
title: †Atrypa Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d3h-w52-z1a
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hz9-2rw-m8c
title: Trachyrincus scabrus (Rafinesque, 1810)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/309-3jj-xp7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m9b-zqs-cgy
title: Odontaspis

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/psv-sly-tln
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ld-c1v-0cq
title: Raja

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r18-bry-jc2
title: †Pseudoparrella meeterenae Visser, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/615-dr3-9tt
title: †Alveolina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/axh-8g8-a4h
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/27e-cf3-lzg
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ft-2rl-xb3
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mpw-ra0-pmp
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.cs264b
title: Occurrence Download

description: A dataset containing 7040 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagarosiphon major (Ridl.) Moss"
 ]
}

 The dataset includes 7040 records from 292 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014758-250525065834625/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.28846934
title: Supplementary Material for: Traditional lipid ratios and carotid atherosclerosis in patients with ischemic stroke

description: Background: Traditional lipid ratios were considered as robust predictors of cardiovascular disease risk. However, the relationships between traditional lipid ratios and atherosclerosis in the setting of ischemic stroke remain unclear. We aimed to explore the associations between traditional lipid ratios and carotid atherosclerosis in patients with ischemic stroke.
Methods: A total of 1612 patients with ischemic stroke from 22 hospitals were included in this analysis. Traditional lipid ratios included Castelli's risk index-I (CRI-I), Castelli's risk index-II (CRI-II) and atherogenic coefficient (AC). Logistic regression models were used to assess the relationships between traditional lipid ratios and carotid atherosclerosis. 
Results: The multivariable-adjusted odds ratios (95% CIs) in quartile 4 versus quartile 1 of CRI-I, CRI-II and AC were 1.65 (1.14-2.38), 1.48 (1.03-2.14), and 1.65 (1.14-2.38) for carotid atherosclerosis. Furthermore, the odds ratios (95% CIs) for the highest quartile of CRI-I, CRI-II and AC were 1.51 (1.09-2.09), 1.38 (0.99-1.90), and 1.51 (1.09-2.09) for abnormal mean cIMT, and were 1.60 (1.17-2.18), 1.59 (1.17-2.16), and 1.60 (1.17-2.18) for abnormal maximum cIMT, respectively. Restricted cubic spline models indicated that there were dose-response relationships between CRI-I, CRI-II, and AC and carotid atherosclerosis and abnormal cIMT (all P for linearity &lt;0.001). Additionally, CRI-I, CRI-II, and AC offered incremental predictive capacity for carotid atherosclerosis beyond established risk factors, shown by increase in net reclassification improvement and integrated discrimination improvement (all P &lt;0.05). 
Conclusions: Elevated traditional lipid ratios were positively associated with carotid atherosclerosis in patients with ischemic stroke, supporting that these lipid ratios could be promising atherosclerotic predictors.
DOI: 10.6084/m9.figshare.28846934.v1
title: Supplementary Material for: Traditional lipid ratios and carotid atherosclerosis in patients with ischemic stroke

description: Background: Traditional lipid ratios were considered as robust predictors of cardiovascular disease risk. However, the relationships between traditional lipid ratios and atherosclerosis in the setting of ischemic stroke remain unclear. We aimed to explore the associations between traditional lipid ratios and carotid atherosclerosis in patients with ischemic stroke.
Methods: A total of 1612 patients with ischemic stroke from 22 hospitals were included in this analysis. Traditional lipid ratios included Castelli's risk index-I (CRI-I), Castelli's risk index-II (CRI-II) and atherogenic coefficient (AC). Logistic regression models were used to assess the relationships between traditional lipid ratios and carotid atherosclerosis. 
Results: The multivariable-adjusted odds ratios (95% CIs) in quartile 4 versus quartile 1 of CRI-I, CRI-II and AC were 1.65 (1.14-2.38), 1.48 (1.03-2.14), and 1.65 (1.14-2.38) for carotid atherosclerosis. Furthermore, the odds ratios (95% CIs) for the highest quartile of CRI-I, CRI-II and AC were 1.51 (1.09-2.09), 1.38 (0.99-1.90), and 1.51 (1.09-2.09) for abnormal mean cIMT, and were 1.60 (1.17-2.18), 1.59 (1.17-2.16), and 1.60 (1.17-2.18) for abnormal maximum cIMT, respectively. Restricted cubic spline models indicated that there were dose-response relationships between CRI-I, CRI-II, and AC and carotid atherosclerosis and abnormal cIMT (all P for linearity &lt;0.001). Additionally, CRI-I, CRI-II, and AC offered incremental predictive capacity for carotid atherosclerosis beyond established risk factors, shown by increase in net reclassification improvement and integrated discrimination improvement (all P &lt;0.05). 
Conclusions: Elevated traditional lipid ratios were positively associated with carotid atherosclerosis in patients with ischemic stroke, supporting that these lipid ratios could be promising atherosclerotic predictors.
DOI: 10.6084/m9.figshare.28846937
title: Supplementary Material for: Focused Ultrasound in the Treatment of Epilepsy: Current Applications and Future Directions

description: Epilepsy is the fourth most common neurological disorder, affecting nearly 1% of the global population. Despite recent advancements in medical therapies, approximately one-third of patients remain refractory to treatment, necessitating consideration of surgical intervention. Historically, epilepsy surgery has been invasive and maximalist in nature, involving extensive brain resections with significant risk for morbidity. However, emerging approaches offer promising, less-invasive alternatives. One such technique is focused ultrasound (FUS), a rapidly evolving, incisionless, image-guided therapy that allows physicians to precisely target specific brain regions with ultrasonic energy to achieve a range of therapeutic effects. Currently, FUS has been clinically applied for targeted brain ablation (high intensity or HIFU) and neuromodulation (low intensity or LIFU), with recent basic science applications of sonogenetics and targeted drug delivery through the blood brain barrier (Precise Intracerebral Noninvasive Guided, or PING, Surgery) offering new opportunities for clinical translation. This review summarizes pre-clinical and clinical applications of FUS for epilepsy treatment, addresses challenges to implementation, and explores key areas for future research.
DOI: 10.15468/dl.77ys78
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buddleja incana Ruiz & Pav."
 ]
}

 The dataset includes 571 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006225-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17095290
title: AURORA _ AI GOVERNANCE RESEARCH

description: Title: AURORA AI Governance Research: Monitoring and Oversight for Intelligent Systems

Description:In recent years, the misuse of artificial intelligence (AI) in financial fraud and cyber-intrusion has moved far beyond speculative risk into real-world crisis.  Alarmingly realistic voice and video deep-fakes are now being deployed by criminals to authorize multi-million-dollar bank transfers, bypass voice-authentication systems and impersonate senior executives.  For example, in spring 2023 a Florida investor fell victim when a voice-clone of his own voice attempted to persuade his bank to execute a large fund transfer.  Similarly, in 2024 a private company in Hong Kong was defrauded of €23 million when a deep-fake video conference featuring fake executive voices instructed a transfer.  These cases are not isolated.  According to a 2025 security-industry report from Pindrop, synthetic-voice fraud attempts jumped by over 1,300 % between 2023 and 2024, with banking fraud up 149 % and insurance fraud up 475 %.

Parallel to these advanced AI-enabled scams are large scale data-theft and infrastructure attacks that place user funds, personal records and national services at risk.  Kaspersky’s 2024-25 research estimated that more than 2.3 million bank cards were compromised by malware stealing credentials and cookies, feeding the dark-web economy and enabling coordinated attacks on financial systems.  In Europe in 2025, one of the continent’s largest banks confirmed that 130 000 employee records were leaked via a supply-chain cyber-attack on a supplier, illustrating how even peripheral systems can expose vital financial networks.  Furthermore, global regulation and industry advisories (Federal Reserve, EU Cyber Resilience Reports) emphasize that the financial sector’s dependence on outdated authentication (for example, voice-biometrics) has become “crazy” given how easily AI can defeat it.

These developments reinforce the central argument of this research: the identity of the user or system actor is no longer a reliable boundary of trust, and AI‐governance frameworks must include real-time oversight layers that monitor system behaviour, user intent, transaction patterns and cross-system signals.  The AURORA project proposes a quantum-augmented supervisory layer that bridges human oversight and autonomous systems—for intelligent operating environments, AI-driven services and critical infrastructure.  By categorising threats (from routine alerts to mission-critical system takeovers), logging decisions immutably and enabling human review at strategic break-points, this architecture aims to maintain human sovereignty in a world of accelerating autonomy.

The described incidents underscore the urgency: institutions must not wait for the next major heist or infrastructure failure to deploy advanced monitoring.  AURORA sets out a blueprint for how governance, intelligence and quantum-enhanced detection can deliver safer, auditable and human-centred AI systems.

AURORA INITIATIVE
DOI: 10.15468/dl.xkzhx7
title: Occurrence Download

description: A dataset containing 1386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "GadmGid is one of (IDN.1_1, IDN.30_1, IDN.31_1, IDN.32_1, IDN.24_1, IDN.16_1, IDN.8_1, IDN.3_1, IDN.17_1, IDN.5_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cercopithecidae"
 ]
}

 The dataset includes 1386 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011073-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4eheh
title: Occurrence Download

description: A dataset containing 181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84)",
 "TaxonKey is Agave tequilana F.A.C.Weber"
 ]
}

 The dataset includes 181 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011072-250515123054153/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.28952606.v22
title: Logic innovation NEW

description: Logic innovation
DOI: 10.15468/dl.u8eh39
title: Occurrence Download

description: A dataset containing 498 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)"
 ]
 }
 },
 "TaxonKey is Lovoa Harms"
 ]
}

 The dataset includes 498 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005737-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2ftx6
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Microlestes pusio (LeConte, 1863)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005738-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15460248
title: hedychium_coronarium_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15460249
title: hedychium_coronarium_zanfona_1.fasta.gz
DOI: 10.15468/dl.4fdfe7
title: Occurrence Download

description: A dataset containing 46543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Colombia, Venezuela (Bolivarian Republic of))",
 "OccurrenceStatus is Present",
 "TaxonKey is Thamnophilus doliatus (Linnaeus, 1764)"
 ]
}

 The dataset includes 46543 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005740-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vt2m9
title: Occurrence Download

description: A dataset containing 379661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pluvialis apricaria (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 379661 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005728-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbdsqy
title: Occurrence Download

description: A dataset containing 3 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)"
 ]
 }
 },
 "TaxonKey is Loxococcus H.Wendl. & Drude"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005742-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ku2z5x
title: Occurrence Download

description: A dataset containing 89143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lynx lynx (Linnaeus, 1758)"
 ]
}

 The dataset includes 89143 records from 246 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005735-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjadjw
title: Occurrence Download

description: A dataset containing 9596 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pterostichus melanarius (Illiger, 1798)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 9596 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005743-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.un7rks
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Arceuthobium globosum subsp. grandicaule Hawksw. & Wiens"
 ]
}

 The dataset includes 127 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005748-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zac9e
title: Occurrence Download

description: A dataset containing 303 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)"
 ]
 }
 },
 "TaxonKey is Loxopterygium Hook.f."
 ]
}

 The dataset includes 303 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005747-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9nzp4
title: Occurrence Download

description: A dataset containing 24691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pluvialis fulva (J.F.Gmelin, 1789)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 24691 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005745-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvnehw
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Chlaenius nemoralis Say, 1823",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 152 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005746-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsbwyd
title: Occurrence Download

description: A dataset containing 359 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)"
 ]
 }
 },
 "TaxonKey is Loxostylis Spreng. ex Rchb."
 ]
}

 The dataset includes 359 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005750-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9ap2f
title: Occurrence Download

description: A dataset containing 730 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Poecilus scitulus LeConte, 1846",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 730 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005752-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hta3fv
title: Occurrence Download

description: A dataset containing 2083 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)"
 ]
 }
 },
 "TaxonKey is Lozania Mutis ex Caldas"
 ]
}

 The dataset includes 2083 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005753-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.