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

description: A dataset containing 212271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2023-02-25",
 "EventDate is less than or equal to 2023-03-27",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 212271 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110503-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2srfj
title: Occurrence Download

description: A dataset containing 322877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liliopsida",
 "HasCoordinate is true",
 "Country is one of (Portugal)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 322877 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232444-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hm9kay
title: Occurrence Download

description: A dataset containing 278524225 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 278524225 records from 19527 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120166-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gisr7o
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythroxylum rufum Cav.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 114 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043871-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2wpep
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia inops Maiden & Blakely"
 ]
}

 The dataset includes 24 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006783-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpfnxm
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maxillaria horichii Senghas"
 ]
}

 The dataset includes 75 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170471-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aksplp
title: Occurrence Download

description: A dataset containing 2424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eugenia biflora (L.) DC.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2424 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043874-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qk73c9
title: Occurrence Download

description: A dataset containing 370742 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megaptera novaeangliae (Borowski, 1781)"
 ]
}

 The dataset includes 370742 records from 576 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006720-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qarsca
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Esomus Swainson, 1839",
 "Country is India"
 ]
}

 The dataset includes 127 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005037-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xytks9
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eugenia confusa DC.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043876-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kf8ajf
title: Occurrence Download

description: A dataset containing 78642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "DatasetKey is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 78642 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017879-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tku3v7
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schlechterina Harms"
 ]
}

 The dataset includes 154 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170472-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lx2jgq
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eugenia cordata (Sw.) DC.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043877-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wmy3t
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindsaea filipendula (Rosenst.) K.U.Kramer"
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170473-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bgkpy
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cercopithecus mona (Schreber, 1775)",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-7.89 4.90,-7.89 13.55,5.89 13.55,5.89 4.90,-7.89 4.90))",
 "Year 1960-2020"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005038-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msjdwc
title: Occurrence Download

description: A dataset containing 2020499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.88841 21.56832,-91.31868 20.51419,-86.34371 20.64007,-86.45127 21.69331,-88.19924 22.09254,-90.88841 21.56832))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2020499 records from 707 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006764-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7y2feq
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bulnesia sarmientoi Lorentz ex Griseb.",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-89.43 -40.56,-89.43 -9.33,-34.32 -9.33,-34.32 -40.56,-89.43 -40.56))"
 ]
}

 The dataset includes 75 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043882-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aaovvu
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lampronycteris brachyotis (Dobson, 1879)"
 ]
}

 The dataset includes 200 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005039-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gh3vzu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus tetrastichus Bunge"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037825-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cm6wm2
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pachira moreirae Carv.-Sobr. & W.S.Alverson"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043883-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tomny4
title: Occurrence Download

description: A dataset containing 3633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pheidole megacephala (Fabricius, 1793)",
 "HasCoordinate is true",
 {
 "or" : [
 "HasGeospatialIssue is false",
 "HasGeospatialIssue is true"
 ]
 }
 ]
}

 The dataset includes 3633 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005042-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ppyrr
title: Occurrence Download

description: A dataset containing 134943 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-120 53.55059, -114 53.55059, -114 54.85811, -120 54.85811, -120 53.55059))"
 ]
}

 The dataset includes 134943 records from 273 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037860-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbetfv
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthophis rugosus Loveridge, 1948"
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064089-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dk9urd
title: Occurrence Download

description: A dataset containing 14292924 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14292924 records from 1723 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013377-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt3v33
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Scotonycteris occidentalis Hayman, 1947",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028576-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycxnk2
title: Occurrence Download

description: A dataset containing 413029 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'NO'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence."year" &gt;= 2000 AND occurrence."year" &lt;= 2025)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 413029 records were derived from 817 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028571-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wenrmp
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Scotonycteris zenkeri Matschie, 1894",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 153 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028577-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uthpmj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Scotophilus altilis G.M.Allen, 1914",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028578-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mv77q3
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Scotophilus andrewreborii Brooks & Bickham, 2014",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028579-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15617390
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250608e Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250608e Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15617391
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250608e Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250608e Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.qvaetj
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Scotophilus colias Thomas, 1904",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028580-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15209096
title: Immersive Learning Model for University (ILMU): Conceptualizing VR-Based Model Distance Learning in Higher Education

description: The rapid adoption of immersive virtual reality (IVR) in higher education necessitates cohesive frameworks to guide its effective implementation. However, existing models remain fragmented, lacking integration of pedagogical, technological, and institutional components. This study addresses this gap by proposing the Immersive Learning Model for University (ILMU), a model tailored for higher education institutions adopting IVR-based distance learning, developed through the Design Research Methodology (DRM). The research systematically identifies critical success components via a scoping review of 227 studies, revealing six clusters: Learning Design, Technology, Immersion, Engagement, Interactivity, and Usability. These components were refined through Delphi verification with stakeholders (academics, developers, and users), resulting in 17 validated components. The ILMU model integrates these components into a layered structure, emphasizing institutional alignment (Standard, Policy & Curriculum), adaptive pedagogy, and immersive technological synergy. A quasi-experiment involving 80 students compared IVR-based learning (Nusameta apps) against traditional Zoom instruction. Results demonstrated significant learning gains for the IVR group (mean post-test: 77.75 vs 72.00; p = 0.042), validated by non-parametric tests (Mann–Whitney U = 592.50). The study highlights ILMU’s capacity to increase learning effectiveness, reduce cognitive load, enhance engagement, and align with institutional policies while addressing challenges such as hardware limitations and ergonomic design. By bridging theoretical rigour with empirical validation, ILMU offers a scalable framework for universities transitioning to immersive, technology-enhanced education. This work contributes to the evolving discourse on IVR in academia, providing actionable insights for educators, policymakers, and developers to optimize immersive learning ecosystems.