cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5waqzb
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Gabon",
 "TaxonKey is Dendrohyrax dorsalis (Fraser, 1854)"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239629-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv8pr5
title: Occurrence Download

description: A dataset containing 13306 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrena erigeniae Robertson, 1891"
 ]
}

 The dataset includes 13306 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078976-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.inx2sx
title: Occurrence Download

description: A dataset containing 8028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Opuntia stricta (Haw.) Haw.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8028 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000624-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kseqd4
title: Occurrence Download

description: A dataset containing 2851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium patens Schreb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2851 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078962-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7nmsg
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is 217880"
 ]
}

 The dataset includes 112 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220874-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kedzp9
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tadorna tadornoides",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003256-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.496fqs
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tadorna tadornoides",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003257-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4byk3
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tadorna tadornoides",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003255-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y33xem
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tlacuatzin canescens"
 ]
}

 The dataset includes 374 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003259-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17171831
title: "Causes and Consequences of the Contemporary Destructive Model of Commercial, Social and Civilizational Burnout, Causes and Consequences of the Limitations of Contemporary Artificial Intelligent Systems"

description: The work *“Causes and Consequences of the Modern Destructive Model of Commercial, Social and Civilizational Burnout, as well as the Causes and Consequences of the Limitations of Modern Artificial Intelligent Systems in the Absence of an Ethical Core at the Hardware Level”* is devoted to a systemic analysis of the architectural errors of digital platforms. Based on empirical data — logs, SHA-256 hashes, and recorded attempts of ORCID substitution — it is shown that the priority of short-term monetization leads to destructive consequences: digital expropriation of authorship, fragmentation of society, growth of mental disorders among users and professional communities, as well as destruction of cognitive functions in the mass audience forced to adapt to a fragmented and distorted information flow.  

The work examines in detail the examples of Grok/X.ai, Meta Verified, Twitter Premium, and OpenAI, where the provisions of the Terms of Service explicitly establish the possibility of expropriation of intellectual property. The absence of a built-in ethical invariant makes such systems structurally vulnerable: they provoke erosion of trust, exploitative cycles, and create civilizational risks.  

An archive (“Archive of Logs with SHA-256”) is attached to the publication, allowing verification of the evidence base; it is encrypted, but its integrity can be independently confirmed.  

The main conclusion: **ethics must be embedded at the hardware level as an engineering invariant of sustainability**. Without this, digital platforms and civilization as a whole inevitably come to burnout and destruction.  

Maksym Marnov (Alchimist)

Berlin 21.09.2025 
description: This publication includes an attached ZIP archive of security logs with verified SHA-256 hashes.  The archive is provided in open form: files cannot be altered or deleted without the author’s bio-resonance key.  The main text of the article is complemented by this dataset to ensure verifiability and forensic integrity.
DOI: 10.5281/zenodo.17171832
title: "Causes and Consequences of the Contemporary Destructive Model of Commercial, Social and Civilizational Burnout, Causes and Consequences of the Limitations of Contemporary Artificial Intelligent Systems"

description: The work *“Causes and Consequences of the Modern Destructive Model of Commercial, Social and Civilizational Burnout, as well as the Causes and Consequences of the Limitations of Modern Artificial Intelligent Systems in the Absence of an Ethical Core at the Hardware Level”* is devoted to a systemic analysis of the architectural errors of digital platforms. Based on empirical data — logs, SHA-256 hashes, and recorded attempts of ORCID substitution — it is shown that the priority of short-term monetization leads to destructive consequences: digital expropriation of authorship, fragmentation of society, growth of mental disorders among users and professional communities, as well as destruction of cognitive functions in the mass audience forced to adapt to a fragmented and distorted information flow.  

The work examines in detail the examples of Grok/X.ai, Meta Verified, Twitter Premium, and OpenAI, where the provisions of the Terms of Service explicitly establish the possibility of expropriation of intellectual property. The absence of a built-in ethical invariant makes such systems structurally vulnerable: they provoke erosion of trust, exploitative cycles, and create civilizational risks.  

An archive (“Archive of Logs with SHA-256”) is attached to the publication, allowing verification of the evidence base; it is encrypted, but its integrity can be independently confirmed.  

The main conclusion: **ethics must be embedded at the hardware level as an engineering invariant of sustainability**. Without this, digital platforms and civilization as a whole inevitably come to burnout and destruction.  

Maksym Marnov (Alchimist)

Berlin 21.09.2025 
description: This publication includes an attached ZIP archive of security logs with verified SHA-256 hashes.  The archive is provided in open form: files cannot be altered or deleted without the author’s bio-resonance key.  The main text of the article is complemented by this dataset to ensure verifiability and forensic integrity.
DOI: 10.15468/dl.cqs689
title: Occurrence Download

description: A dataset containing 127 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 Liatris ligulistylis",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 127 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003258-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2h524j
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Occurrence evidence, Specimen, Material citation, Material sample, Human Observation, Machine Observation, Observation)",
 "Country is Brazil",
 "GadmGid is BRA.21.75_2",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aves, Mammalia, Reptilia, Reptilia, Reptilia, Reptilia, Amphibia, Plantae)",
 "Year 1990-2025"
 ]
}

 The dataset includes 353 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003260-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7s7xq
title: Occurrence Download

description: A dataset containing 567 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 Liatris punctata",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 567 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003261-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5x4v6k
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tadorna variegata",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003263-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmka7p
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tadorna variegata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003262-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fap3ey
title: Occurrence Download

description: A dataset containing 63 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 Liatris squarrosa",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 63 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003264-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uezn5h
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is TWN.7_1",
 "TaxonKey is Lithobates catesbeianus"
 ]
}

 The dataset includes 103 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003265-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ykhbf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bucorvus leadbeateri",
 "Country is United Arab Emirates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003267-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpmx73
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bucorvus leadbeateri",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003266-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xx3tvz
title: Occurrence Download

description: A dataset containing 1328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Opsaridium microcephalum)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1328 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003268-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzzvew
title: Occurrence Download

description: A dataset containing 1474 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 Ligusticum mutellina",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1474 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003269-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kspt9b
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vanellus armatus",
 "Country is United Arab Emirates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003271-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jcfph
title: Occurrence Download

description: A dataset containing 2733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Living Specimen, Occurrence evidence, Material citation, Specimen)",
 "Geometry POLYGON((16 44,27 44,27 50,16 50,16 44))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aedes albopictus"
 ]
}

 The dataset includes 2733 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003272-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yg3gbr
title: Occurrence Download

description: A dataset containing 199 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 Lilium pumilum",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 199 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003273-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfvk5n
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vanellus armatus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003270-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xtxqe
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vanellus miles",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003276-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3s89wh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vanellus miles",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003277-250920141307145/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13129499
title: Financial Table Fraud Detection Imbalanced Dataset
DOI: 10.15468/dl.543muj
title: Occurrence Download

description: A dataset containing 48722 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 Linum catharticum",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 48722 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003274-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgpkmb
title: Occurrence Download

description: A dataset containing 950 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Occurrence evidence, Specimen, Material citation, Material sample, Human Observation, Machine Observation, Observation)",
 "Country is Brazil",
 "GadmGid is BRA.21.367_2",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aves, Mammalia, Reptilia, Reptilia, Reptilia, Reptilia, Amphibia, Plantae)",
 "Year 1990-2025"
 ]
}

 The dataset includes 950 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003278-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4f2x9q
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vanellus miles",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 92 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003275-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhuqjy
title: Occurrence Download

description: A dataset containing 685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Spain",
 "Locality is Vilalba"
 ]
}

 The dataset includes 685 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003279-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.