cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dwtg45
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((72.55767 19.32617,98.44233 19.32617,98.44233 29.67383,72.55767 29.67383,72.55767 19.32617))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Indoporus A.Parihar, K.Das, Hembrom & Vizzini, 2018"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0418509-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a74654
title: Occurrence Download

description: A dataset containing 7435 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptostraca"
 ]
}

 The dataset includes 7435 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264078-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zunqqk
title: Occurrence Download

description: A dataset containing 22531 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypsypops rubicundus (Girard, 1854)"
 ]
}

 The dataset includes 22531 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188181-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amgs82
title: Occurrence Download

description: A dataset containing 823239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aeshnidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than 2000"
 ]
}

 The dataset includes 823239 records from 1083 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264122-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7x42r
title: Occurrence Download

description: A dataset containing 7623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is bc092ff0-02e4-11dc-991f-b8a03c50a862",
 "TaxonKey is Rhynchonellida"
 ]
}

 The dataset includes 7623 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0426365-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umt73f
title: Occurrence Download

description: A dataset containing 6683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.92823 8.84593,-75.77699 8.84593,-75.77699 8.90653,-75.92823 8.90653,-75.92823 8.84593))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 6683 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188182-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3g1rr
title: Occurrence Download

description: A dataset listing the 5027 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-74.11952 4.54997,-74.06476 4.51684,-73.99163 4.50019,-73.95507 4.4983,-73.92743 4.49624,-73.92022 4.57383,-73.96297 4.65177,-74.04553 4.69228,-74.10613 4.69399,-74.16724 4.72301,-74.19385 4.73228,-74.23024 4.69966,-74.20672 4.63082,-74.1372 4.5589,-74.11952 4.54997))"
 ]
}

 The dataset's 5027 records were derived from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027836-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yxkxx
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cytospora kunzei Sacc.",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 63 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137346-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.weexqq
title: Occurrence Download

description: A dataset containing 48464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "DatasetKey is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 48464 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192873-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkbmnm
title: Occurrence Download

description: A dataset containing 3537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera pardus (Linnaeus, 1758)"
 ]
}

 The dataset includes 3537 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137338-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94qrgr
title: Occurrence Download

description: A dataset containing 27379616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((87.64989 51.64608,66.65804 37.20446,80.72054 24.28992,95.59826 23.54472,105.99228 15.6813,124.33467 21.28403,122.70424 35.06491,131.67163 41.15228,137.78576 46.72283,137.58196 50.62304,132.48686 50.10302,125.96511 55.51457,114.34826 52.39853,112.71783 47.55461,105.38087 45.87803,96.20967 47.00153,87.64989 51.64608))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27379616 records from 3497 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192860-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wydkbt
title: Occurrence Download

description: A dataset containing 548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleocharis flavescens (Poir.) Urb.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 548 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269745-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2pcdnb
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epinephelus trimaculatus (Valenciennes, 1828)"
 ]
}

 The dataset includes 102 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057509-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ghdcq
title: Occurrence Download

description: A dataset containing 269 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cheilopogon xenopterus (Gilbert, 1890)"
 ]
}

 The dataset includes 269 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057508-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbaepm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argyrodes bonadea (Karsch, 1881)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188727-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rk5xbw
title: Occurrence Download

description: A dataset containing 1065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Panthera leo (Linnaeus, 1758)"
 ]
}

 The dataset includes 1065 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057510-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.669s4q
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Crocuta crocuta (Erxleben, 1777)"
 ]
}

 The dataset includes 535 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057483-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpebyt
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhycherus gloveri Pietsch, 1984"
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057487-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftrscn
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynoglossus zanzibarensis Norman, 1939"
 ]
}

 The dataset includes 116 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057519-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amz6qd
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Halichoeres lapillus Smith, 1947"
 ]
}

 The dataset includes 88 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057522-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qy5k5j
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gambusia manni Hubbs, 1927"
 ]
}

 The dataset includes 70 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057488-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5a29ts
title: Occurrence Download

description: A dataset containing 21458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-74.1274640000000034 40.5638509999999997, -74.1274640000000034 40.5665167699999998, -74.1274640000000034 40.5698933999999980, -74.1274640000000034 40.5729146099999980, -74.1274640000000034 40.5752249399999982, -74.1274640000000034 40.5793124400000025, -74.1274640000000034 40.5828667999999979, -74.1235526600000014 40.5828667999999979, -74.1207080599999983 40.5828667999999979, -74.1173300800000021 40.5828667999999979, -74.1148410499999954 40.5828667999999979, -74.1096852000000013 40.5828667999999979, -74.1096852000000013 40.5807341900000011, -74.1096852000000013 40.5782461399999974, -74.1096852000000013 40.5754026500000009, -74.1096852000000013 40.5716705800000028, -74.1096852000000013 40.5675830699999977, -74.1096852000000013 40.5638509999999997, -74.1148410499999954 40.5638509999999997, -74.1185746000000023 40.5638509999999997, -74.1226637200000056 40.5638509999999997, -74.1274640000000034 40.5638509999999997))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 21458 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094316-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yet8yd
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa lilloi Hack."
 ]
}

 The dataset includes 163 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087996-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vp7kb
title: Occurrence Download

description: A dataset containing 972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.8756639000000064 33.5072323999999995, -86.8756639000000064 33.5087020499999966, -86.8756639000000064 33.5098450999999997, -86.8756639000000064 33.5117229900000027, -86.8756639000000064 33.5129476899999972, -86.8756639000000064 33.5139274499999971, -86.8756639000000064 33.5153971000000013, -86.8743588399999993 33.5153971000000013, -86.8723198200000013 33.5153971000000013, -86.8698729999999983 33.5153971000000013, -86.8678339800000003 33.5153971000000013, -86.8662027700000010 33.5153971000000013, -86.8640821900000049 33.5153971000000013, -86.8624509699999976 33.5153971000000013, -86.8607382000000001 33.5153971000000013, -86.8597594700000002 33.5153971000000013, -86.8581282600000009 33.5153971000000013, -86.8560892400000029 33.5153971000000013, -86.8547027000000043 33.5153971000000013, -86.8526635999999996 33.5153971000000013, -86.8526635999999996 33.5140091000000027, -86.8526635999999996 33.5131926299999989, -86.8526635999999996 33.5118046300000003, -86.8526635999999996 33.5098450999999997, -86.8526635999999996 33.5082121599999994, -86.8526635999999996 33.5072323999999995, -86.8550289500000048 33.5072323999999995, -86.8567417200000023 33.5072323999999995, -86.8580466899999948 33.5072323999999995, -86.8602488300000033 33.5072323999999995, -86.8617984899999982 33.5072323999999995, -86.8633481399999994 33.5072323999999995, -86.8655502799999937 33.5072323999999995, -86.8670183800000046 33.5072323999999995, -86.8681602300000009 33.5072323999999995, -86.8694651999999934 33.5072323999999995, -86.8714226599999932 33.5072323999999995, -86.8728091899999981 33.5072323999999995, -86.8746035199999938 33.5072323999999995, -86.8756639000000064 33.5072323999999995))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 972 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095241-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85499z
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diancistrus beateae Schwarzhans, Møller & Nielsen, 2005"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057526-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrryt3
title: Occurrence Download

description: A dataset containing 302007 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Reynoutria japonica Houtt."
 ]
}

 The dataset includes 302007 records from 1069 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088333-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayyjm0
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Geagras redimitus Cope, 1875",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 63 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006886-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmdvsc
title: Occurrence Download

description: A dataset containing 1025956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Poa annua L., Poa pratensis L., Tripleurospermum maritimum (Linnaeus, 1755) Appleq.)",
 "Year 1970-2023"
 ]
}

 The dataset includes 1025956 records from 3018 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030841-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2h5ma3
title: Occurrence Download

description: A dataset containing 11795107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is one of (USA.5_1, USA.38_1, USA.48_1, USA.2_1, CAN.2_1)",
 "TaxonKey is one of (Falconiformes, Accipitriformes)",
 "Year 1850-2024"
 ]
}

 The dataset includes 11795107 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025094-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxwspy
title: Occurrence Download

description: A dataset containing 2571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-89.745 17.1258,-89.745 17.34246,-89.88389 17.34246,-89.88389 17.1258,-89.745 17.1258)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2571 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025097-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mgs43
title: Occurrence Download

description: A dataset containing 184260 species occurrences available in GBIF matching the query:
{
 "InstitutionKey" : [
 "is 1383c0c5-54b6-403b-afd8-30ab28641fa4"
 ]
}

 The dataset includes 184260 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025086-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qssyak
title: Occurrence Download

description: A dataset containing 67566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "EventDate 2023-01-01-2024-01-02",
 "GadmGid is USA.5_1",
 "TaxonKey is one of (Squamata, Testudines, Amphibia)"
 ]
}

 The dataset includes 67566 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025098-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j683da
title: Occurrence Download

description: A dataset containing 1891410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Progne subis (Linnaeus, 1758)"
 ]
}

 The dataset includes 1891410 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025093-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkg6rh
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dracocephalum botryoides Steven"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025099-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/zsaa-x238
title: Inorganic P model

description: Inorganic P model for global land modelling
DOI: 10.5281/zenodo.12736032
title: Does Location Influence Coding Practices? A Cross-Regional Study on Stack Overflow Code Quality

description: Developers routinely integrate Stack Overflow code snippets into their codebases. However, the quality of snippets embedded in users’ answers remain elusive, and existing evaluations of code quality tend to be language or context-specific. Moreover, literature have found that contribution patterns vary depending on geographical locales, creating an unexplained rift between code quality, user location, and latent contextual regional factors. 

The proposed study evaluates the quality of SQL, JavaScript, Python, Ruby, and Java snippets across reliability, readability, performance, and security dimensions, benchmarking findings across states in the USA and investigating how different diversity indicators correlate against code quality violations. The study culminates in a series of inductive content analyses that qualitatively supplement prior quality dimensions.

This replication package is provided for those interested in further examining our research methodology.