cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17902163
title: A Data-Driven Air Quality Prediction Framework…

description: Air quality forecasting in semi-urban Indian regions remains significantly under-studied despite rising environmental risks and increasing public health concerns. Ahilyanagar, a rapidly developing district in Maharashtra, lacks transparent, downloadable, and continuous AQI data—resulting in decisions based on limited monthly classifications rather than granular pollutant measurements. In this study, I propose a hybrid analytical–predictive framework capable of utilizing categorical AQI records—representing the number of days per month falling under Low, Moderate, Poor, or Hazardous air-quality bands—from 2021 to 2025.

The model design includes three components: (1) extraction and structuring of historical categorical datasets, (2) visualization and seasonal pattern identification, and (3) development of a predictive engine using classical machine-learning techniques tailored for low-resolution data, including logistic regression, decision-tree classification, and baseline time-series models. Despite the absence of pollutant-level values (PM2.5, PM10, NO2, SO2, etc.), the proposed methodology demonstrates that useful trends and forecasts can still emerge from high-level classification data.

This work highlights the feasibility of deploying accessible forecasting tools for semi-urban municipalities, enabling early health advisories, better urban planning, and increased environmental awareness. The project also reinforces the role of student-led data science initiatives in bridging environmental information gaps in India. Future expansion—including API integrations, satellite-based feature engineering, and sensor-level monitoring—can further improve predictive reliability.
DOI: 10.17026/ar/skmzoi
title: PAN-00161186 - terra sigillata kom type Drag. 37 (EG)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00161186&lt;/p&gt;
description: Modified: 2025-11-10T11:43:40+01:00
DOI: 10.15468/dl.78b9mn
title: Occurrence Download

description: A dataset containing 112963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Icterus parisorum)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 112963 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047720-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g39b6p
title: Occurrence Download

description: A dataset containing 30318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Portugal, France)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Harmonia axyridis"
 ]
}

 The dataset includes 30318 records from 953 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047757-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gskqxq
title: Occurrence Download

description: A dataset containing 36518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calamagrostis varia (Schrad.) Host, Calamagrostis villosa (Chaix) J.F.Gmel., Calambus bipustulatus (Linnaeus, 1767))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 36518 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234191-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.102649
title: KOM OMBO_nb_1975_02613

description: Référence : nb_1975_02613<br />Site : Kôm Ombo<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.102648
title: KOM OMBO_nb_1975_02612

description: Référence : nb_1975_02612<br />Site : Kôm Ombo<br />Type : photographie<br />
DOI: 10.15468/dl.rr12hp
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthocercis littorea Labill.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041669-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.102647
title: KOM OMBO_nb_1975_02611

description: Référence : nb_1975_02611<br />Site : Kôm Ombo<br />Type : photographie<br />
DOI: 10.15468/dl.n7wssn
title: Occurrence Download

description: A dataset containing 1585 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lissotriton montandoni (Boulenger, 1880)"
 ]
}

 The dataset includes 1585 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106219-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bju59m
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "TaxonKey is Hemidactylus frenatus Duméril & Bibron, 1836"
 ]
}

 The dataset includes 520 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206873-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.102646
title: KOM OMBO_nb_1975_02610

description: Référence : nb_1975_02610<br />Site : Kôm Ombo<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.102645
title: KOM OMBO_nb_1975_02609

description: Référence : nb_1975_02609<br />Site : Kôm Ombo<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.102644
title: KOM OMBO_nb_1975_02608

description: Référence : nb_1975_02608<br />Site : Kôm Ombo<br />Type : photographie<br />
DOI: 10.15468/dl.5gn18l
title: Occurrence Download

description: A dataset containing 14561043 species occurrences available in GBIF matching the query:
{
 "Continent" : [
 "is South America"
 ]
}

 The dataset includes 14561043 records from 1379 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021874-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.102643
title: KOM OMBO_nb_1975_02607

description: Référence : nb_1975_02607<br />Site : Kôm Ombo<br />Type : photographie<br />
DOI: 10.15468/dl.94px7r
title: Occurrence Download

description: A dataset containing 36518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calamagrostis varia (Schrad.) Host, Calamagrostis villosa (Chaix) J.F.Gmel., Calambus bipustulatus (Linnaeus, 1767))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 36518 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234188-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u37cem
title: Occurrence Download

description: A dataset containing 51185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenanthe monticola Vieillot, 1818",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 51185 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023669-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tz7bpj
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Claopodium prionophyllum (Müll.Hal.) Broth."
 ]
}

 The dataset includes 246 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155239-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uq4pe7
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Fejervarya kawamurai Djong, Matsui, Kuramoto, Nishioka & Sumida, 2011"
 ]
}

 The dataset includes 190 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023685-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmgumb
title: Occurrence Download

description: A dataset containing 56421 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum mantegazzianum Sommier & Levier"
 ]
}

 The dataset includes 56421 records from 282 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033173-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tq73j6
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barbosella dusenii (A.Samp.) Schltr."
 ]
}

 The dataset includes 154 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146623-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27sqxs
title: Occurrence Download

description: A dataset containing 277136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ardea intermedia Wagler, 1829"
 ]
}

 The dataset includes 277136 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170180-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oh7mqn
title: Occurrence Download

description: A dataset containing 9148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-164.27801 -68.69848,-15.72199 -68.69848,-15.72199 -9.30152,-164.27801 -9.30152,-164.27801 -68.69848))",
 "StateProvince is Región Metropolitana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9148 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033174-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a87rws
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Leptobrachella fritinniens (Dehling & Matsui, 2013)"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023692-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcz5hy
title: Occurrence Download

description: A dataset containing 2644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.44867 34.75606,6.44623 34.75606,6.44623 35.6573,5.44867 35.6573,5.44867 34.75606))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2644 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184802-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1o94nn
title: Occurrence Download

description: A dataset containing 1472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Rhodothraupis celaeno (Deppe, 1830)"
 ]
}

 The dataset includes 1472 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033175-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qugy8
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine guatemalensis Al-Shehbaz"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146624-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kbzje
title: Occurrence Download

description: A dataset containing 9474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andigena hypoglauca (Gould, 1833)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 9474 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023637-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t53vhm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.70678 -16.63403,-68.18965 -16.63403,-68.18965 -15.22778,-71.70678 -15.22778,-71.70678 -16.63403))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myriophyllum quitense Kunth"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003851-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.doizct
title: Occurrence Download

description: A dataset containing 3096422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 3096422 records from 1154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033176-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbvwbd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new species of Limnephilidae (Insecta: Trichoptera) from the Western Alps (Insecta: Trichoptera)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005533-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lv2qkq
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthurium utleyorum Croat & R.A.Baker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 64 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007015-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zu8gq3
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes rotundata Griseb."
 ]
}

 The dataset includes 37 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171641-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhn1sq
title: Occurrence Download

description: A dataset containing 4074 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipteridaceae"
 ]
}

 The dataset includes 4074 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051327-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbxy2j
title: Occurrence Download

description: A dataset containing 12348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Metcalfa pruinosa (Say, 1830)"
 ]
}

 The dataset includes 12348 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028571-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lfevuy
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marmosa regina O.Thomas, 1898"
 ]
}

 The dataset includes 49 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007015-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1pzmv0
title: Occurrence Download

description: A dataset containing 707297 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Equisetaceae"
 ]
}

 The dataset includes 707297 records from 1000 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051331-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m589bo
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Emoia flavigularis Schmidt, 1932"
 ]
}

 The dataset includes 53 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007015-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5uswns
title: Occurrence Download

description: A dataset containing 2036 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachycephalus venulosus (Laurenti, 1768)"
 ]
}

 The dataset includes 2036 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026128-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7haoo
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Carex atrofusca Schkuhr",
 "TaxonKey is Carex atrofusca Sieber",
 "TaxonKey is Carex atrofusca Willd.",
 "TaxonKey is Carex atrofusca Steven",
 "TaxonKey is Carex atrofusca Sieber ex Kunth, 1837",
 "TaxonKey is Carex atrofusca Willd. ex Steud."
 ]
 },
 {
 "or" : [
 "Country is Italy",
 "Country is France",
 "Country is Romania",
 "Country is Hungary",
 "Country is Spain"
 ]
 }
 ]
}

 The dataset includes 162 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051333-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8bha5
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cumanotidae"
 ]
}

 The dataset includes 70 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052560-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.