cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.59nkeb
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophichthus menezesi"
 ]
}

 The dataset includes 22 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052432-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/7247
title: Semigroup_Reasoning_Model_A_Scalpel
DOI: 10.15468/dl.ujkjn4
title: Occurrence Download

description: A dataset containing 2836 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus brutia"
 ]
}

 The dataset includes 2836 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052433-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5j5rgp
title: Occurrence Download

description: A dataset containing 21112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamaerops humilis",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 21112 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052434-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17929525
title: Comprehensive Empirical Dataset: 540+ Pages of AI-Generated Differentiated Instructional Content(Volume 2: Personalized Content Artifacts via IAT Model)

description: This massive dataset serves as the primary empirical evidence for the "Personalized Content Generation" module of the Integrated AI Triade (IAT) model. It compiles over 540 pages of instructional artifacts generated by novice teachers who utilized Generative AI to address diverse learner needs in mixed-ability classrooms.

 

    Dataset Scope: The document demonstrates the scalability of the IAT model in enabling educators to instantly produce "Differentiated Instruction" materials. It proves that teachers with limited technical skills can use AI to bridge the gap between students with learning difficulties and gifted learners.

 

    Structure of the Compendium: The artifacts are categorized based on specific IAT Prompt Engineering Protocols (Lesson 2):

 

     1.   Simplified Content (Pattern 1): Text adaptations and visual aids designed for students with lower proficiency or learning disabilities.

 

   2.     Enriched Content (Pattern 2): Advanced materials, challenging questions, and deepening scenarios for high-achieving students.

 

   3.     Integrated Multi-Level Activities (Pattern 4): Project designs where students of different levels contribute to a single shared outcome.

 

   4.     Mixed-Ability Group Strategies (Pattern 5): Cooperative learning structures assigning specific roles based on student proficiency.

 

    Methodology: These materials were produced during professional development workshops (2024-2025). All personal data has been anonymized.
DOI: 10.5281/zenodo.17929526
title: Comprehensive Empirical Dataset: 540+ Pages of AI-Generated Differentiated Instructional Content(Volume 2: Personalized Content Artifacts via IAT Model)

description: This massive dataset serves as the primary empirical evidence for the "Personalized Content Generation" module of the Integrated AI Triade (IAT) model. It compiles over 540 pages of instructional artifacts generated by novice teachers who utilized Generative AI to address diverse learner needs in mixed-ability classrooms.

 

    Dataset Scope: The document demonstrates the scalability of the IAT model in enabling educators to instantly produce "Differentiated Instruction" materials. It proves that teachers with limited technical skills can use AI to bridge the gap between students with learning difficulties and gifted learners.

 

    Structure of the Compendium: The artifacts are categorized based on specific IAT Prompt Engineering Protocols (Lesson 2):

 

     1.   Simplified Content (Pattern 1): Text adaptations and visual aids designed for students with lower proficiency or learning disabilities.

 

   2.     Enriched Content (Pattern 2): Advanced materials, challenging questions, and deepening scenarios for high-achieving students.

 

   3.     Integrated Multi-Level Activities (Pattern 4): Project designs where students of different levels contribute to a single shared outcome.

 

   4.     Mixed-Ability Group Strategies (Pattern 5): Cooperative learning structures assigning specific roles based on student proficiency.

 

    Methodology: These materials were produced during professional development workshops (2024-2025). All personal data has been anonymized.
DOI: 10.15468/dl.8fqebj
title: Occurrence Download

description: A dataset containing 968793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer pseudoplatanus",
 "Country is one of (Holy See, Jersey, Guernsey, Isle of Man, United Kingdom of Great Britain and Northern Ireland, Ukraine, Switzerland, Sweden, Spain, Slovakia, Slovenia, Serbia, San Marino, Russian Federation, Romania, Portugal, Poland, Netherlands, Montenegro, Moldova, Republic of, Monaco, Malta, North Macedonia, Luxembourg, Lithuania, Liechtenstein, Latvia, Italy, Ireland, Iceland, Hungary, Greece, Germany, Åland Islands, Finland, Estonia, Faroe Islands, Denmark, Czechia, Croatia, Bulgaria, Bosnia and Herzegovina, Belgium, Belarus, Austria, Andorra, Albania, France, Cyprus, Georgia, Armenia, Azerbaijan, Türkiye, Norway, Kosovo)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 968793 records from 2533 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052418-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu8ksn
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Ochlerotatus cantans (Meigen, 1818)"
 ]
}

 The dataset includes 103 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030174-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7e7zpg
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex socialis Mohlenbr. & Schwegman",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 72 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269646-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ragy6w
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Matthiola dentata Parsa"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047057-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-245225
title: Annual Holy Convocation of the Church of God in Christ (45th: 1952)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.gyy2zq
title: Occurrence Download

description: A dataset containing 422 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxalis floribunda Lehm."
 ]
}

 The dataset includes 422 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056158-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyqzzm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium bursa-pastoris (L.) Willd."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046952-220831081235567/datasets/export for details.
DOI: 10.15468/dl.xvdh7r
title: Occurrence Download

description: A dataset listing the 492 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Country is India",
 "Year 2010-2020",
 "Geometry POLYGON((95.19516 27.40591,95.56595 27.40591,95.57144 27.67623,95.19516 27.67137,95.19516 27.40591))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 492 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019312-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-246413
title: Annual women's international convention/crusade, COGIC (56th: 2006) [vol. 1]

description: [description english/roman)] Program (volume 1) for the 56th Annual women's international convention/crusade, Church of God in Christ, Dallas, Texas, 2006 May 29 - June 2. Lacks pages 354-355.
DOI: 10.15468/dl.2485cy
title: Occurrence Download

description: A dataset containing 55745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Aquilegia L."
 ]
}

 The dataset includes 55745 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056159-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuutan
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thellungiella pumila (Steph.) V.I.Dorof."
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047062-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-246185
title: Annual women's international convention/crusade, COGIC (56th: 2006) [vol. 1]

description: [description english/roman)] Program (volume 1) for the 56th Annual women's international convention/crusade, Church of God in Christ, Dallas, Texas, 2006 May 29 - June 2. Lacks pages 354-355.
DOI: 10.15468/dl.yhc3m6
title: Occurrence Download

description: A dataset containing 848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-112.10037 -36.56701,-32.88757 -36.56701,-32.88757 33.31561,-112.10037 33.31561,-112.10037 -36.56701))",
 "HasCoordinate is true",
 "TaxonKey is Christella patens (Sw.) Holttum",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 848 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012839-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ce65k
title: Occurrence Download

description: A dataset containing 6340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Acropternis orthonyx",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 6340 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057992-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prf2v4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telipogon stinae Dodson & Dalström"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003603-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpmsvg
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Farsetia ovalis Boiss."
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046984-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-246504
title: Annual women's international convention/crusade, COGIC (56th: 2006) [vol. 2]

description: [description english/roman)] Program (volume 2) for the 56th Annual women's international convention/crusade, Church of God in Christ, Dallas, Texas, 2006 May 29 - June 2.
DOI: 10.15468/dl.79539e
title: Occurrence Download

description: A dataset containing 75379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spodoptera Guenée, 1852"
 ]
}

 The dataset includes 75379 records from 419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003404-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-246237
title: Annual women's international convention/crusade, COGIC (56th: 2006) [vol. 1]

description: [description english/roman)] Program (volume 1) for the 56th Annual women's international convention/crusade, Church of God in Christ, Dallas, Texas, 2006 May 29 - June 2. Lacks pages 354-355.
DOI: 10.15468/dl.kb5r8p
title: Occurrence Download

description: A dataset containing 879 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Senna occidentalis (L.) Link",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 879 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024798-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ff4h4r
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabidopsis pumila (Stephan) N.Busch"
 ]
}

 The dataset includes 106 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047086-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrp2j2
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Packera antennariifolia (Britton) W.A.Weber & Á.Löve"
 ]
}

 The dataset includes 371 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057993-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-246326
title: Annual women's international convention/crusade, COGIC (56th: 2006) [vol. 1]

description: [description english/roman)] Program (volume 1) for the 56th Annual women's international convention/crusade, Church of God in Christ, Dallas, Texas, 2006 May 29 - June 2. Lacks pages 354-355.
DOI: 10.15468/dl.tf7ue2
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Cryptotriton García-París & Wake, 2000",
 "Year 2005-2020"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037020-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g83hg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine hirsuta var. hirsuta"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047074-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv6cw3
title: Occurrence Download

description: A dataset containing 1891 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sagittaria rigida Pursh"
 ]
}

 The dataset includes 1891 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300865-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-246396
title: Annual women's international convention/crusade, COGIC (56th: 2006) [vol. 1]

description: [description english/roman)] Program (volume 1) for the 56th Annual women's international convention/crusade, Church of God in Christ, Dallas, Texas, 2006 May 29 - June 2. Lacks pages 354-355.
DOI: 10.15468/dl.hj7e7x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barbarea macrophylla (Halácsy) Halácsy"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047047-220831081235567/datasets/export for details.
DOI: 10.25549/pcra-c14-246532
title: Annual women's international convention/crusade, COGIC (56th: 2006) [vol. 2]

description: [description english/roman)] Program (volume 2) for the 56th Annual women's international convention/crusade, Church of God in Christ, Dallas, Texas, 2006 May 29 - June 2.
DOI: 10.15468/dl.vbp8kj
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea atacamensis (Reiche) I.M.Johnst."
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040990-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qud5ae
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Diospyros celebica Bakh."
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300846-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-246503
title: Annual women's international convention/crusade, COGIC (56th: 2006) [vol. 2]

description: [description english/roman)] Program (volume 2) for the 56th Annual women's international convention/crusade, Church of God in Christ, Dallas, Texas, 2006 May 29 - June 2.
DOI: 10.15468/dl.5p4whp
title: Occurrence Download

description: A dataset containing 4657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-81.5905877999999944 41.4933458000000002, -81.5905877999999944 41.4967795399999986, -81.5905877999999944 41.5009000299999968, -81.5905877999999944 41.5046771399999983, -81.5905877999999944 41.5079392000000027, -81.5905877999999944 41.5105144999999993, -81.5876667099999935 41.5105144999999993, -81.5825115699999941 41.5105144999999993, -81.5792466500000018 41.5105144999999993, -81.5759817299999952 41.5105144999999993, -81.5711702699999961 41.5105144999999993, -81.5680771899999968 41.5105144999999993, -81.5651560999999958 41.5105144999999993, -81.5651560999999958 41.5065657000000030, -81.5651560999999958 41.5039903899999985, -81.5651560999999958 41.5021018400000017, -81.5651560999999958 41.4993548500000031, -81.5651560999999958 41.4964361700000026, -81.5651560999999958 41.4933458000000002, -81.5679053500000038 41.4933458000000002, -81.5720294599999960 41.4933458000000002, -81.5770127600000023 41.4933458000000002, -81.5804495200000019 41.4933458000000002, -81.5850891399999938 41.4933458000000002, -81.5883540600000003 41.4933458000000002, -81.5905877999999944 41.4933458000000002))",
 "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 4657 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096731-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbnsrx
title: Occurrence Download

description: A dataset containing 5792 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 64ee55c9-570a-42af-b7da-3f13c6b4e5a9",
 "InstitutionCode is NMTG"
 ]
}

 The dataset includes 5792 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012835-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-246099
title: Annual women's international convention/crusade, COGIC (56th: 2006) [vol. 1]

description: [description english/roman)] Program (volume 1) for the 56th Annual women's international convention/crusade, Church of God in Christ, Dallas, Texas, 2006 May 29 - June 2. Lacks pages 354-355.
DOI: 10.15468/dl.n5xyy9
title: Occurrence Download

description: A dataset containing 16214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sagittaria latifolia Willd."
 ]
}

 The dataset includes 16214 records from 310 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300842-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.