cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vd6mqr
title: Occurrence Download

description: A dataset containing 254391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anthus spinoletta (Linnaeus, 1758), Anthus spipoletta)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 254391 records from 520 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298724-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s75k5r
title: Occurrence Download

description: A dataset containing 4264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Malimbus rubricollis (Swainson, 1838))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4264 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003456-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trpebv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acourtia carranzae L.Cabrera"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303930-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.493v2h
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Brachiaria subquadripara (Trin.) Hitchc."
 ]
}

 The dataset includes 374 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145192-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4966pm
title: Occurrence Download

description: A dataset containing 2291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhabdornis mystacalis (Temminck, 1825))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2291 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298758-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rq2g2b
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema thesiifolium Boiss. & Heldr."
 ]
}

 The dataset includes 12 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003469-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xft8uy
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acourtia cuernavacana (B.L.Rob. & Greenm.) Reveal & R.M.King"
 ]
}

 The dataset includes 152 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303936-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awd5yu
title: Occurrence Download

description: A dataset containing 1354356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tringa semipalmata (J.F.Gmelin, 1789))",
 "HasCoordinate is one of (true)"
 ]
}

 The dataset includes 1354356 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298731-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cs7hvs
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panicum eliasi A.B.Leonard"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059431-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6zqtd
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acourtia hondurana B.L.Turner"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303920-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd5fta
title: Occurrence Download

description: A dataset listing the 225 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Plethodontidae"
 ]
}

 The dataset's 225 records were derived from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298742-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huckhm
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreopanax ecuadoriensis Seem."
 ]
}

 The dataset includes 178 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145202-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mm6yf4
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trichoglossus rubiginosus (Bonaparte, 1850))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 161 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003459-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjwqgn
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acourtia gentryi L.Cabrera"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303962-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ha84v7
title: Occurrence Download

description: A dataset containing 9841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Curruca subcoerulea (Vieillot, 1817))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9841 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298780-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hjgs4
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema spicatum Post"
 ]
}

 The dataset includes 15 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003460-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5vq58
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adenochloa flacciflora (Stapf) Zuloaga"
 ]
}

 The dataset includes 36 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059444-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ueckh9
title: Occurrence Download

description: A dataset containing 42552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carya Nutt."
 ]
}

 The dataset includes 42552 records from 324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067737-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hqjhg
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acourtia durangensis B.L.Turner"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303949-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gknfph
title: Occurrence Download

description: A dataset containing 2606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arizelocichla milanjensis (Shelley, 1894))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2606 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298760-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy7532
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panicum ephemeroides Zuloaga & Morrone"
 ]
}

 The dataset includes 6 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059434-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcw4dm
title: Occurrence Download

description: A dataset containing 276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ducula subflavescens (Finsch, 1886))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 276 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003455-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79myfe
title: Occurrence Download

description: A dataset containing 1286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Curruca lugens (Rüppell, 1840))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1286 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298770-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxf4m3
title: Occurrence Download

description: A dataset containing 21816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ptiloxena atroviolacea (d'Orbigny, 1839))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21816 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303964-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.behs6y
title: Occurrence Download

description: A dataset containing 2084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ducula oceanica (Desmarest, 1826), Ducula oceanica (R.Lesson & Garnot, 1827))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2084 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003463-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwr76p
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panicum ephemerum Renvoize"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059435-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cx5dj2
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Myrsine loefgrenii (Mez) Imkhan."
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298771-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4vb6g
title: Occurrence Download

description: A dataset containing 17728 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galium trifidum L."
 ]
}

 The dataset includes 17728 records from 319 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303953-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jp3565
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonum rigidum",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 50 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012985-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17338681
title: Supplementary Data for "AI assistants and agents in GIS: a systematic review"

description: This supplementary dataset supports our systematic literature review, "AI assistants and agents in GIS: a systematic review," which is currently under peer review for publication.

The core of the data is in "Articles_Zenodo.xlsx," which offers detailed, extracted information and quality assessment scores for every study included in the review.

For each paper, the extracted data covers:





Main aims / Research Questions




Theoretical Background




Methodology




Main Results / Conclusion




Specific SLMs/LLMs used




Limitations




Future Work



The quality of each study was evaluated using an adapted framework against seven criteria, including the clarity of the research purpose, methodology, and findings. (Note: Studies lacking a clear research purpose were rejected.)







Does the study identify a main research purpose? (If the score for this question is 0, the study is rejected, as a study without a clear purpose lacks the foundational basis for inclusion.)

Does the study describe the methodology clearly?

Was the data analysis sufficiently rigorous?

Are the datasets available to the public, thus allowing replication?

Is there a clear statement of findings?

Does the study discuss any limitations?

Does the study provide insights or findings directly applicable to the development of AI assistants in GIS?




This public release ensures the transparency and reproducibility of our review. Instructions for replicating the literature review's figures are provided in the remaining files.
DOI: 10.15468/dl.399avu
title: Occurrence Download

description: A dataset containing 3198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Posidonia coriacea Cambridge & J.Kuo"
 ]
}

 The dataset includes 3198 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093505-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbkddy
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/0030168-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hs5bbv
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "InstitutionCode is cas",
 "InstitutionCode is usnm",
 "InstitutionCode is fishbase"
 ]
 },
 "TaxonKey is Pelmatolapia mariae (Boulenger, 1899)"
 ]
}

 The dataset includes 93 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088690-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kw3p0h
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/0018919-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bh788k
title: Occurrence Download

description: A dataset containing 44210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potamogeton berchtoldii Fieber"
 ]
}

 The dataset includes 44210 records from 546 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093557-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqhave
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/0013471-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puet5m
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "InstitutionCode is rom",
 "InstitutionCode is aum",
 "InstitutionCode is ummz",
 "InstitutionCode is instituto nacional de pesquisas da amazônia (inpa)"
 ]
 },
 "TaxonKey is Guianacara dacrya Arbour & López-Fernández, 2011"
 ]
}

 The dataset includes 72 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076041-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjd4tl
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/0008701-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8v4ptd
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Pipreola frontalis squamipectus (Chapman, 1925)",
 "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 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093503-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fa7v4a
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/0013283-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.