cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dyp3dg
title: Occurrence Download

description: A dataset containing 4092 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scorpis aequipinnis Richardson, 1848"
 ]
}

 The dataset includes 4092 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040989-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujr22a
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trachemys gaigeae (Hartweg, 1939)"
 ]
}

 The dataset includes 176 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008354-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4duzgv
title: Occurrence Download

description: A dataset containing 743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus occidentalis Riddell",
 "HasCoordinate is true"
 ]
}

 The dataset includes 743 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033865-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwgq2w
title: Occurrence Download

description: A dataset containing 689 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia amurensis Oett.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 689 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070881-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ydd6g
title: Occurrence Download

description: A dataset containing 803034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedera helix L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 803034 records from 1947 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038190-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9g5hdq
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "Geometry POLYGON((-110.09312 -58.12284,-13.85979 -58.12284,-13.85979 -16.84116,-110.09312 -16.84116,-110.09312 -58.12284))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mepraia spinolai"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005331-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a57h5m
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agave vizcainoensis"
 ]
}

 The dataset includes 95 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005330-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/fzmd31
title: Zero Data Exposure: A New Framework for Enabling Generative AI on Private Enterprise Data

description: This research addresses the central security challenge preventing the adoption of Generative AI in the enterprise: the unacceptable risk of exposing sensitive data. It introduces a formal framework for evaluating privacy-preserving AI strategies along three critical axes: (1) Security Guarantee Level (SGL), a measure of theoretical data privacy; (2) Contextual Fidelity, the analytical utility of the private data representation; and (3) Performance Overhead, the computational cost. This framework serves as a definitive guide for CTOs, CISOs, and data leaders to make evidence-based decisions, moving beyond simplistic assessments to a holistic, security-first evaluation of any proposed AI solution.
Applying this framework to four distinct classes of methods, from simple statistical summaries to complex generative models, our analysis conclusively demonstrates that all common public approaches are fundamentally flawed for high-stakes enterprise use. It proves that methods offering the highest security guarantees (SGL-1) are analytically weak, while the only method capable of high fidelity (Generative Models) is architecturally insecure (SGL-2) and catastrophically slow. This paper formally identifies this critical "research gap" and establishes a clear, rigorous benchmark for the new class of solution required to unlock the full potential of AI on private data. This dataset contains the full PDF of the paper and a machine-readable CSV file of the analytical results.
DOI: 10.15468/dl.mvf6g2
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-95.13581 31.10031,-94.09071 31.10031,-94.09071 31.94208,-95.13581 31.94208,-95.13581 31.10031))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (? dasypus, Dasypus)"
 ]
}

 The dataset includes 207 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005324-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5p5xb
title: Occurrence Download

description: A dataset containing 114698 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Togo"
 ]
}

 The dataset includes 114698 records from 327 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197189-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dijgye
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia virescens Ruiz & Pav."
 ]
}

 The dataset includes 329 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012477-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncnx44
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-89.84362 -1.01018,-88.96472 -1.01018,-88.96472 -0.65862,-89.84362 -0.65862,-89.84362 -1.01018))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Araneae"
 ]
}

 The dataset includes 206 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050280-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kv6cp
title: Occurrence Download

description: A dataset containing 17320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Oman",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 17320 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265803-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9j54gd
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Continent is South America",
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycalopex sechurae (Thomas, 1900)"
 ]
}

 The dataset includes 40 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227776-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhzg4r
title: Occurrence Download

description: A dataset containing 1064 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 {
 "or" : [
 "Country is Mexico",
 "Country is Nicaragua",
 "Country is Guatemala",
 "Country is Honduras",
 "Country is El Salvador",
 "Country is Belize"
 ]
 },
 "Year 2000-2018",
 "HasCoordinate is true",
 "TaxonKey is Dendrortyx leucophrys (Gould, 1844)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1064 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012477-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvm24v
title: Occurrence Download

description: A dataset containing 1874 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marrubium peregrinum L."
 ]
}

 The dataset includes 1874 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213715-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r47mep
title: Occurrence Download

description: A dataset containing 4155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zalophus wollebaeki Sivertsen, 1953"
 ]
}

 The dataset includes 4155 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050279-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uh3jek
title: Occurrence Download

description: A dataset containing 7939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyanocitta cristata (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 7939 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239575-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zn7ksh
title: Occurrence Download

description: A dataset containing 4616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Bubo virginianus (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 4616 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264607-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ps2uj5
title: Occurrence Download

description: A dataset containing 11074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 1000.0",
 "Country is Sweden",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepus europaeus Pallas, 1778"
 ]
}

 The dataset includes 11074 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218148-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcadop
title: Occurrence Download

description: A dataset containing 386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "StateProvince is oklahoma",
 "TaxonKey is Eurycea spelaea (Stejneger, 1892)"
 ]
}

 The dataset includes 386 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012477-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xeyxd9
title: Occurrence Download

description: A dataset containing 88150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is UK Ladybird Survey data from iRecord",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2003-2021"
 ]
}

 The dataset includes 88150 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262968-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6b3pw
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xarifia gerlachi Humes, 1962"
 ]
}

 The dataset includes 51 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134664-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv985j
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zannichellia P.Micheli ex L."
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194457-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i6dsbb
title: Occurrence Download

description: A dataset containing 2825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "Geometry POLYGON((88.39804 0.06497,155.60196 0.06497,155.60196 26.93503,88.39804 26.93503,88.39804 0.06497))",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Periplaneta Burmeister, 1838",
 "TaxonKey is Columba livia J.F.Gmelin, 1789",
 "TaxonKey is Rattus everetti (Günther, 1879)"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2825 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012477-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4uapp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.2_1",
 "TaxonKey is Carex infirminervia Naczi"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050281-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3yqtm
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Leptogium (Ach.) Gray, 1821"
 ]
}

 The dataset includes 383 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258075-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kigkjx
title: Occurrence Download

description: A dataset containing 2145 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 {
 "or" : [
 "Country is Mexico",
 "Country is Nicaragua",
 "Country is Guatemala",
 "Country is Honduras",
 "Country is El Salvador",
 "Country is Belize"
 ]
 },
 "Year 2000-2018",
 "HasCoordinate is true",
 "TaxonKey is Dactylortyx thoracicus (Gambel, 1848)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2145 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012478-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gy2psc
title: Occurrence Download

description: A dataset containing 16823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Machine Observation",
 "Country is Colombia",
 "MediaType is Audio",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 16823 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262952-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krhx5q
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Adiantum intermedium Sw.",
 "TaxonKey is Adiantum glaucinum Kunze ex Ettingsh."
 ]
 }
 ]
}

 The dataset includes 353 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258095-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34xpx8
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lontra felina (Molina, 1782)"
 ]
}

 The dataset includes 121 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276633-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcjigf
title: Occurrence Download

description: A dataset listing the 56 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.37764 -3.98673,-79.36004 -3.98673,-79.36004 -3.96798,-79.37764 -3.96798,-79.37764 -3.98673))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 56 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012478-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mr5qv
title: Occurrence Download

description: A dataset containing 1594 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erthesina fullo (Thunberg, 1783)"
 ]
}

 The dataset includes 1594 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014714-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.podfgn
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 {
 "or" : [
 "Country is Mexico",
 "Country is Nicaragua",
 "Country is Guatemala",
 "Country is Honduras",
 "Country is El Salvador",
 "Country is Belize"
 ]
 },
 "Year 2000-2018",
 "HasCoordinate is true",
 "TaxonKey is Cyrtonyx ocellatus (Gould, 1837)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 330 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012479-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4aesy
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "Geometry POLYGON((-96.21576 6.01992,-68.78424 6.01992,-68.78424 16.98008,-96.21576 16.98008,-96.21576 6.01992))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gonatodes albogularis (Duméril & Bibron, 1836)"
 ]
}

 The dataset's 2 records were derived from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225152-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42rtba
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MYS.13_1",
 "TaxonKey is Globba L."
 ]
}

 The dataset includes 141 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050283-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbvx67
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orientia tsutsugamushi (Hayashi, 1920) Tamura et al., 1995"
 ]
}

 The dataset includes 321 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325076-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9llrft
title: Occurrence Download

description: A dataset containing 990 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stellera chamaejasme L."
 ]
}

 The dataset includes 990 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012479-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsyb7g
title: Occurrence Download

description: A dataset containing 10013 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fusarium oxysporum Schltdl."
 ]
}

 The dataset includes 10013 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218143-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.