cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17095289
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industry advisories (Federal Reserve, EU Cyber Resilience Reports) emphasize that the financial sector’s dependence on outdated authentication (for example, voice-biometrics) has become “crazy” given how easily AI can defeat it.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.5dn7a5
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Euphorbia hainanensis"
 ]
}

 The dataset includes 7 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063618-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nf9jw3
title: Occurrence Download

description: A dataset containing 334476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((73 34,96.4 34,96.4 43.35,73 43.35,73 34))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1970-2019"
 ]
}

 The dataset includes 334476 records from 509 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063612-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18029125
title: Raw Data_Factors Influencing Social Anxiety Among University Students

description: This dataset, "Raw Data_Factors Influencing Social Anxiety Among University Students," was collected from three universities via the Wenjuanxing platform (https://www.wjx.cn/) between June and July 2025. Using a random sampling method, 860 valid responses were obtained to examine the impact of mindfulness, self-compassion and rumination on students' social anxiety.

 

The dataset includes demographic variables and key psychological factors, such as self-compassion and rumination, which were analyzed as mediators. The data provide insights into the mechanisms influencing students' social anxiety, offering valuable references for educational research and policy development.
DOI: 10.5281/zenodo.18029124
title: Raw Data_Factors Influencing Social Anxiety Among University Students

description: This dataset, "Raw Data_Factors Influencing Social Anxiety Among University Students," was collected from three universities via the Wenjuanxing platform (https://www.wjx.cn/) between June and July 2025. Using a random sampling method, 860 valid responses were obtained to examine the impact of mindfulness, self-compassion and rumination on students' social anxiety.

 

The dataset includes demographic variables and key psychological factors, such as self-compassion and rumination, which were analyzed as mediators. The data provide insights into the mechanisms influencing students' social anxiety, offering valuable references for educational research and policy development.
DOI: 10.15468/dl.bc3fv9
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GenusKey is Schiedea",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 345 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063620-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6w37x
title: Occurrence Download

description: A dataset containing 85855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -15.914722",
 "DecimalLatitude is less than or equal to -10.914722",
 "DecimalLongitude is greater than or equal to -65.0",
 "DecimalLongitude is less than or equal to -60.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 85855 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063614-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18029111
title: Dataset for "Economic and comparative performance analysis of thin-film grid-connected PV systems in Southern Europe", Energy and Buildings, Volume 349, 2025, 116564, ISSN 0378-7788, https://doi.org/10.1016/j.enbuild.2025.116564

description: This dataset contains monitoring data (CSV files) from two thin-film grid-connected PV systems at the University of Jaén (Jaén, Spain) operating over the years 2014 and 2015, along with a readme.txt file explaining how to interpret the CSV files. These data underpin the experimental analysis presented in the following paper:

Fatima Tahri, Ghrissi Tahri, Ali Tahri, Santiago Silvestre, Giuliano Arns Rampinelli, Gustavo Nofuentes, Economic and comparative performance analysis of thin-film grid-connected PV systems in Southern Europe, Energy and Buildings, Volume 349, 2025, 116564, ISSN 0378-7788, https://doi.org/10.1016/j.enbuild.2025.116564
DOI: 10.15468/dl.dqpttq
title: Occurrence Download

description: A dataset containing 3442334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acridotheres tristis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 3442334 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063613-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctq7j2
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Batrachuperus londongensis"
 ]
}

 The dataset includes 183 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063621-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kz8fvk
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Antiaris toxicaria"
 ]
}

 The dataset includes 69 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063622-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62jupq
title: Occurrence Download

description: A dataset containing 8217 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorex caecutiens"
 ]
}

 The dataset includes 8217 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063624-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x3dnb
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhynchostylis gigantea"
 ]
}

 The dataset includes 41 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063625-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14264421
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18029145
title: DynamicWetlandDatasetv1.0

description: This NetCDF dataset contains monthly Effective Water Area (EWA) estimates over Kerala, India, derived from CYGNSS GNSS-R observations for the period January 2022 to December 2024. EWA represents the fractional surface water coverage within each 0.1° grid cell and is computed as the ratio of water-classified CYGNSS specular reflection points to the total number of valid specular points observed in that grid cell during a given month. Water classification is based on a two-dimensional thresholding of surface reflectivity and coherent power metrics. Grid cells and months with insufficient CYGNSS sampling are retained as missing values (NaN) to avoid artificial interpolation. The dataset is provided in NetCDF format to facilitate spatio-temporal analysis and integration with hydrological and methane emission models.
DOI: 10.6084/m9.figshare.30938495
title: macroinvertebrate community and environmental variables for QTP lakes

description: macroinvertebrate community and environmental variables for QTP lakes
DOI: 10.6084/m9.figshare.30938495.v1
title: macroinvertebrate community and environmental variables for QTP lakes

description: macroinvertebrate community and environmental variables for QTP lakes
DOI: 10.15468/dl.cvmtgf
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Branchinella basispina, Branchinella buchananensis, Branchinella denticulata, Branchinella simplex, Branchinella simplex, Branchinella wellardi, Branchinella apophysata, Parartemia contracta)"
 ]
}

 The dataset includes 68 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063626-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/dgsv8-37v
title: FishBase
DOI: 10.48580/dgsv8-388
title: Orthoptera Species File
DOI: 10.48580/dgsv8-38g
title: World Scarabaeidae Database
DOI: 10.48580/dgr6n-397
title: Global Taxonomic Database of Gracillariidae
DOI: 10.48580/dgsv8-392
title: World Porifera Database
DOI: 10.48580/dgrrq-39k
title: World Ophiuroidea Database
DOI: 10.48580/dgsv8-39m
title: Aphid Species File
DOI: 10.48580/dgsv8-39r
title: Plecoptera Species File
DOI: 10.48580/dgsv8-3bb
title: World List of Bryozoa
DOI: 10.48580/dgsv8-3bg
title: World Nemertea Database
DOI: 10.48580/dgsv8-3bm
title: World Polychaeta Database
DOI: 10.48580/dgrrq-3bx
title: World List of Marine Oligochaeta
DOI: 10.48580/dgsv8-3br
title: World Marine, Freshwater and Terrestrial Isopod Crustaceans database
DOI: 10.48580/dgsv8-3c5
title: World List of Leptostraca
DOI: 10.48580/dgsv8-3c7
title: World List of Holothuroidea
DOI: 10.48580/dgsv8-3c8
title: World List of marine Brachyura
DOI: 10.48580/dfrdl-3cs
title: World List of Priapulida
DOI: 10.48580/dgrrq-3cb
title: World List of Tanaidacea
DOI: 10.48580/dgsv8-3cq
title: World Gastrotricha Database
DOI: 10.48580/dgsv8-3cv
title: World List of Monogenea
DOI: 10.48580/dgsv8-3cw
title: World List of Cestoda
DOI: 10.48580/dgsv8-3cx
title: World List of Trematoda
DOI: 10.48580/dgrrq-3cy
title: World List of Myxozoa
DOI: 10.48580/dgsv8-3cz
title: MolluscaBase
DOI: 10.48580/dgsv8-3d2
title: World List of Octocorallia
DOI: 10.48580/dgsv8-3d4
title: Psocodea Species File
DOI: 10.48580/dgsv8-3dx
title: World Foraminifera Database
DOI: 10.48580/dgsv8-3dy
title: Dermaptera Species File
DOI: 10.48580/dgrrq-3ft
title: Pycnobase: World Pycnogonida Database
DOI: 10.48580/dgsv8-3f8
title: World Entiminae Database
DOI: 10.48580/dgsv8-3fk
title: World Ostracoda Database
DOI: 10.48580/dgsv8-3fz
title: World List of Scyphozoa
DOI: 10.48580/dgsv8-3g4
title: World of Copepods Database
DOI: 10.48580/dgrrq-3gc
title: Isoptera Species File
DOI: 10.48580/dgsv8-3g6
title: World List of turbellarian worms: Acoelomorpha, Catenulida, Rhabditophora
DOI: 10.48580/dgsv8-3g9
title: World List of Scleractinia
DOI: 10.48580/dgsv8-3gf
title: MilliBase
DOI: 10.48580/dgsv8-3gh
title: World Amphipoda Database
DOI: 10.48580/dgplc-4fj
title: List of Prokaryotic names with Standing in Nomenclature
DOI: 10.48580/dgsv8-4f5
title: Pinopsida from WFO
DOI: 10.48580/dgsv8-4f8
title: The Interim Register of Marine and Nonmarine Genera
DOI: 10.48580/dgsv8-4ky
title: The Integrated Taxonomic Information System
DOI: 10.48580/dgsv8-4nz
title: The World Checklist of Vascular Plants (WCVP)
DOI: 10.48580/dgsv8-4pt
title: World Catalogue of Opiliones
DOI: 10.48580/dgbqz-4rh
title: The World Checklist of Vascular Plants (WCVP): Fabaceae
DOI: 10.48580/dgsv8-4rb
title: World Brachiopoda Database
DOI: 10.48580/dgsv8-4rf
title:  Nemys, World Database of Nematodes
DOI: 10.48580/dgplc-48fy
title: Robert E. Lewis World Species Flea (Siphonaptera) List
DOI: 10.48580/dgr6n-4th
title: Catalogue of World Gelechiidae
DOI: 10.48580/dgsv8-4rx
title: 3i World Auchenorrhyncha Database
DOI: 10.48580/dgr6n-49cf
title: An Online Catalog of the Ants of the World
DOI: 10.48580/dgsv8-49xk
title: Global Lepidoptera Index
DOI: 10.48580/dgnz3-4btg
title: The World Spider Catalog
DOI: 10.48580/dgr6n-8zmp
title: Bryophyte Nomenclator
DOI: 10.48580/dgsv8-75rv
title: The World Odonata List
DOI: 10.48580/dgr6n-dwyf
title: A Revised World Catalogue of Ghost Moths (Lepidoptera: Hepialidae)
DOI: 10.48580/dgsv8-gnq5
title: World List of Lophogastrida, Stygiomysida and Mysida
DOI: 10.15468/dl.7sj34v
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psidium cattleianum",
 "Country is Kenya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018723-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fp253p
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psidium cattleianum",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 104 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018724-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgcfae
title: Occurrence Download

description: A dataset containing 150002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Selaginellales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Geometry POLYGON((-30 25,50 25,50 75,-30 75,-30 25))"
 ]
}

 The dataset includes 150002 records from 437 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018704-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6fs7p
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psidium cattleianum",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018725-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfessw
title: Occurrence Download

description: A dataset containing 28079 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museo Argentino de Ciencias Naturales \"Bernardino Rivadavia\" (MACN). Mammalogy National Collection (MACNMa)"
 ]
}

 The dataset includes 28079 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018726-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3k26n
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gnetales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Geometry POLYGON((-30 25,50 25,50 75,-30 75,-30 25))"
 ]
}

 The dataset includes 80 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018727-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emebej
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018728-250914085247600/datasets/export for details.
DOI: 10.5281/zenodo.17159937
title: Mollusks species and average abundance in the "Absent", "Low", "Medium" and "High" sun coral coverage.
DOI: 10.5281/zenodo.17159938
title: Mollusks species and average abundance in the "Absent", "Low", "Medium" and "High" sun coral coverage.
DOI: 10.34894/jbl9p8
title: Ethical Agency in AI Ethics Guidelines (Atlas.ti File)
title: A Linguistic Transitivity Analysis

description: Atlas.ti file of a linguistic transitivity analysis on 87 AI ethics guidelines. Guidelines were coded for modal auxiliary verbs, modality, and agency. A total of 6,935 statements are coded.
description: Atlas.ti, 25
DOI: 10.15468/dl.cn2q57
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psidium cattleianum",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018729-250914085247600/datasets/export for details.
DOI: 10.15468/dl.23svan
title: Occurrence Download

description: A dataset containing 357223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (Europe, North America)",
 "TaxonKey is Bombus Latreille, 1802",
 "Year 1999-2024"
 ]
}

 The dataset includes 357223 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021839-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.372w4a
title: Occurrence Download

description: A dataset containing 2065396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is one of (Europe, North America)",
 "TaxonKey is Bombus Latreille, 1802",
 "Year 1999-2024"
 ]
}

 The dataset includes 2065396 records from 1576 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000582-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh4gx8
title: Occurrence Download

description: A dataset listing the 43 species recorded in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fundulidae",
 "Country is United States of America",
 "StateProvince is Texas",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 43 records were derived from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288335-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.6zh0jy
title: The NASA/ESA Mars Sample Return Campaign

description: No abstract available.
DOI: 10.15468/dl.d2w2gr
title: Occurrence Download

description: A dataset containing 700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-25.64273 31.32398,142.7967 31.32398,142.7967 71.44801,-25.64273 71.44801,-25.64273 31.32398))",
 "TaxonKey is Populus trichocarpa Torrey & A.Gray"
 ]
}

 The dataset includes 700 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170988-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3wnyc
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Clitoria epetiolata var. epetiolata"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288348-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.