cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kk25ug
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gonocaryum lobbianum (Miers) Kurz"
 ]
}

 The dataset includes 196 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014261-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmkqm6
title: Occurrence Download

description: A dataset containing 1799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micropogonias furnieri (Desmarest, 1823)",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2025",
 "DecimalLatitude is greater than or equal to -90.0",
 "DecimalLatitude is less than or equal to 90.0",
 "DecimalLongitude is greater than or equal to -180.0",
 "DecimalLongitude is less than or equal to 180.0",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1799 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014263-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmp72u
title: Occurrence Download

description: A dataset containing 1699 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dipentodontaceae"
 ]
}

 The dataset includes 1699 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014262-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15334943
title: A CRITICAL EVALUATION OF ASSET PRICING MODELS: CAPM, APT, AND THE FAMA-FRENCH MULTIFACTOR MODEL
DOI: 10.5281/zenodo.15334944
title: A CRITICAL EVALUATION OF ASSET PRICING MODELS: CAPM, APT, AND THE FAMA-FRENCH MULTIFACTOR MODEL
DOI: 10.7910/dvn/qywqsh
title: Factors of customers' selection of a Microfinance Institution

description: The data are collected on sociopsychological attributes of Microfinance clients in Bamenda and Dschang town (Cameroon)
DOI: 10.60893/figshare.pte.27625254
title: Appendix

description: Derivation of Eq. 3 and calculations of uncertainties reported in Tables I and II
DOI: 10.15468/dl.dxw4f2
title: Occurrence Download

description: A dataset containing 3600 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 Ampelodesmos Link"
 ]
}

 The dataset includes 3600 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011321-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kk46k
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.34043 43.26112,3.50354 43.24258,4.4528 43.44898,4.41786 43.90365,4.27805 44.03953,4.03158 44.10445,3.63139 44.03368,3.28381 43.93218,2.97709 43.52048,3.34043 43.26112))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Polypogon viridis (Gouan) Breistr.",
 "Year 2000-2025"
 ]
}

 The dataset includes 89 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011322-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2urryj
title: Occurrence Download

description: A dataset containing 12141624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Living Specimen)",
 "DatasetKey is Pl@ntNet automatically identified occurrences",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate uncertainty meters invalid, Footprint SRS invalid, Footprint WKT mismatch, Footprint WKT invalid, Country coordinate mismatch, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, The scientific name differs on the record from that found in the checklist, The taxon ID was not found in the checklist, Taxon match none, The backbone match found using the taxon IDs differs from what would be found if using the scientific names, Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Elevation non numeric, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Occurrence status unparsable, Occurrence status inferred from individual count, ccurrence status inferred from basis of record, Institution match fuzzy, Collection match fuzzy)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2012-2022"
 ]
}

 The dataset includes 12141624 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010015-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6x9crm
title: Occurrence Download

description: A dataset containing 467694608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "Year 2020-2022"
 ]
}

 The dataset includes 467694608 records from 6504 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202312-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15429928
title: Modelling of the recovery of Rb, In and Ga

description: Raw data and methodologies for the liquid-liquid solvent extractions of Rb, In and Ga.
DOI: 10.5281/zenodo.15429929
title: Modelling of the recovery of Rb, In and Ga

description: Raw data and methodologies for the liquid-liquid solvent extractions of Rb, In and Ga.
DOI: 10.5519/qd.2jsn61pf
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (76929 records)
DOI: 10.15468/dl.3yhggn
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Commelina benghalensis",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081142-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s2au2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abutilon hirtum",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081138-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3d3326
title: Occurrence Download

description: A dataset containing 16530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-86.41855 16.33301,-86.11972 16.33301,-86.11972 16.49017,-86.41855 16.49017,-86.41855 16.33301))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 16530 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081140-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxa2e6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis japonica",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081144-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l446ks
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030478-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4qdx5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097180-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcbuhr
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002178-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cju8y
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086426-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vaqwrb
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023726-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq783a
title: Occurrence Download

description: A dataset containing 1351644197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year 1970-2020",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1351644197 records from 22455 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015732-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxw2kv
title: Occurrence Download

description: A dataset containing 4291 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Halichoeres dispilus"
 ]
}

 The dataset includes 4291 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027597-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6ar35
title: Occurrence Download

description: A dataset containing 4366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sericornis keri)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 4366 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027599-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9kmk6
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Odontostilbe avanhandava)",
 "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 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027601-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qx4mu
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAB1626"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027603-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mm9mrt
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aedes albopictus",
 "Year 2000-2025"
 ]
}

 The dataset includes 104 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027602-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwznhw
title: Occurrence Download

description: A dataset containing 2812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sericornis nouhuysi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2812 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027604-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgzt68
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAB1627"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027606-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttukuq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spintherobolus papilliferus)",
 "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 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027607-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtzfq5
title: Occurrence Download

description: A dataset containing 1559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sericornis papuensis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1559 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027609-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55btxr
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Camellia kwangsiensis"
 ]
}

 The dataset includes 48 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027608-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bzpt6
title: Occurrence Download

description: A dataset containing 439961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sericornis frontalis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 439961 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027583-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu3f2u
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ABZ0764"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027610-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d39ju2
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tilapia guinasana)",
 "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 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027611-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7ppe5
title: Occurrence Download

description: A dataset containing 68151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Saltator similis)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 68151 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027586-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16764516
title: Benchmarking gene embeddings from sequence, expression, network, and text models for functional prediction tasks

description: These files are a companion to our gene embedding benchmarking paper. Here, all 38 embeddings methods benchmarked are saved as two files - one containing entrez gene row indexes and one containing the vector of values defining the embedding. Two archives contain different gene subsets for each embedding, "full" contains the original embeddings (all genes) and "intersect" reduces the genes to a common set present across all 38 methods.

Please cite our manuscript instead of the zenodo doi if using these files.

Associated code is available at github.com/ylaboratory/gene-embedding-benchmarks.
DOI: 10.5281/zenodo.16764517
title: Benchmarking gene embeddings from sequence, expression, network, and text models for functional prediction tasks

description: These files are a companion to our gene embedding benchmarking paper. Here, all 38 embeddings methods benchmarked are saved as two files - one containing entrez gene row indexes and one containing the vector of values defining the embedding. Two archives contain different gene subsets for each embedding, "full" contains the original embeddings (all genes) and "intersect" reduces the genes to a common set present across all 38 methods.

Please cite our manuscript instead of the zenodo doi if using these files.

Associated code is available at github.com/ylaboratory/gene-embedding-benchmarks.
DOI: 10.5281/zenodo.16762381
title: DATA RESULT SMARTPLS_Nasywa Laffaiza W
DOI: 10.15468/dl.qwn9tt
title: Occurrence Download

description: A dataset containing 2153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sericornis perspicillatus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2153 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027612-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.