cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17271530
title: Platform for Economic Analysis of Climate Hazards (PEACH): Gridded Hazards from 2000-2019

description: A (quasi) global gridded hazard and socioeconomic exposure database, spanning 2000 to 2019, covering 14 climate impact drivers (CIDs) and 3 geophysical hazards.

The Platform for Economic Analysis of Climate Hazards (PEACH) provides monthly data at an approximate 10 × 10 km resolution, with full coverage between 2004 and 2015. Unlike event-based datasets, PEACH avoids rigid inclusion thresholds whenever possible, enabling flexible definition of “extreme events” and analysis across the full hazard intensity spectrum. Six complementary socioeconomic and environmental variables are included: population, nighttime light, relative wealth, critical infrastructure, vegetation indices, and land use.

If you use PEACH in your work, please cite the paper:R. Reinhardt (2025) The Platform for Economic Analysis of Climate Hazards (PEACH): Gridded Hazards from 2000-2019,  CES Working Paper, Université Paris 1 Panthéon-Sorbonne ⟨halshs-05314666⟩

Data DescriptionThe main dataset is provided in Apache Arrow Feather format, partitioned into world subregions based on the UN M49 classification. Each file contains monthly hazard exposure and socioeconomic variables per 10 km grid cell. Variable definitions, formats, and usage notes are detailed in the accompanying README.

For ease of use, see also the ConversionScript.zip files, which include exemplary code for loading the data in R and Python.

Overview



Temporal resolution: Monthly (2000–2019; full coverage 2004–2015)

Spatial resolution: 10 × 10 km grid cells (global coverage, rainfall quasi-global: 50°N–50°S)

Projection: EPSG:4326 (WGS 84, standard Mercator)

File format: Apache Arrow Feather (.feather), partitioned by UN M49 subregions

Hazards included:



Climate impact drivers (14): mean air temperature, cold spells, extreme heat, mean precipitation, heavy precipitation, floods (river/pluvial), landslides, drought, fire weather & wildfires, severe windstorms, tropical cyclones, sand and dust environments (proxy indicator, not direct dust storm records), hail, air pollution (PM2.5/PM10).

Geophysical hazards (3): earthquakes, volcanic eruptions, tsunamis



 

Access information:

Access to the PEACH dataset is granted upon request for non-commercial academic and policy research. Requests will be processed as timely as possible, typically within a few business days.
description: This dataset is a compilation released under CC-BY-NC-SA 4.0. The underlying datasets retain their original licences (see README and LICENSE.pdf). In case of conflict, the original licences prevail. Redistribution or commercial use of individual components must comply with their respective licenses.
DOI: 10.3535/574-jq4-2vf
title: Fumaria officinalis subsp. wirtgenii (W. D. J. Koch) Arcang.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/9yl-mtx-yc0
title: Podospermum purpureum (L.) W. D. J. Koch & Ziz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ge6-ga0-0gm
title: Oncidium fuscans Rchb. f.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/h5t-e1d-94r
title: Erysimum vitekii Polatschek

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/spm-xf8-7d0
title: Erysimum ligusticum Peccenini & Polatschek

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/vba-pb1-lbz
title: Samolus valerandi L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/0kp-2be-d3h
title: Oncidium praetextum var. leeanum Rchb. f.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/3d7-9vx-k02
title: Buglossoides purpurocaerulea (L.) I. M. Johnst.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/pl9-n8g-kbg
title: Gagea villosa (M. Bieb.) Sweet

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/wdk-5kv-08f
title: Arabis sagittata (Bertol.) DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/y0l-gc0-s8d
title: Loranthus renschii Vatke

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ane-q2j-xj2
title: Phleum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/kkj-36r-f7c
title: Aphanes arvensis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5519/qd.0cyewivu
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (11 records)
DOI: 10.15468/dl.2kd7r4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helichrysum epapposum Bolus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051920-250525065834625/datasets/export for details.
DOI: 10.15468/dl.rmqbaa
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (69e7f900-ed5b-11dd-ac7e-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, 52c8f620-1816-11da-9544-b8a03c50a862, 34cc6c50-812c-11de-86fe-b8a03c50a862)",
 "TaxonKey is Eurycea chamberlaini Harrison & Guttman, 2003",
 "Year 1970-2025"
 ]
}

 The dataset includes 166 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051923-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hxbd8
title: Occurrence Download

description: A dataset containing 26729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of British Columbia Herbarium (UBC) - Vascular Plant Collection",
 "TaxonKey is Asteraceae"
 ]
}

 The dataset includes 26729 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051921-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzkntp
title: Occurrence Download

description: A dataset containing 3394 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 Anas acuta Linnaeus, 1758",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 3394 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051924-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzxxye
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tampichthys rasconis (Jordan & Snyder, 1899)"
 ]
}

 The dataset includes 55 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051925-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tax6gd
title: Occurrence Download

description: A dataset containing 804074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cerastium cerastoides (L.) Britton, Cerastium fontanum Baumg., Dactylorhiza majalis subsp. lapponica (Laest. ex Hartm.) H.Sund., Epilobium anagallidifolium Lam., Eriophorum angustifolium Honck.)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 804074 records from 1417 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051899-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngwuqs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enneacampus kaupi (Bleeker, 1863)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((55.1382 -5.4732,54.9352 -5.6353,54.8984 -5.9912,55.1382 -6.2691,55.1382 -5.4732))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051926-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15685048
title: weecology/EvergladesWadingBird: 1.74.0

description: v1.74.0
DOI: 10.15468/dl.cjfhat
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aimara rollinsii (Al-Shehbaz & Martic.) Salariato & Al-Shehbaz"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051927-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15684953
title: Anything you can eat, I can eat better: evidence of generalism from species to individual level in an insect herbivore

description: Data set and read_me file associated with Ecology report Anything you can eat, I can eat better: evidence of generalism from species to individual level in an insect herbivore
DOI: 10.5281/zenodo.15685018
title: Anything you can eat, I can eat better: evidence of generalism from species to individual level in an insect herbivore

description: Data set and read_me file associated with Ecology report Anything you can eat, I can eat better: evidence of generalism from species to individual level in an insect herbivore
DOI: 10.15468/dl.gp97q4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helichrysum epapposum Bolus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051929-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ga3zqu
title: Occurrence Download

description: A dataset containing 29408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Populus deltoides W.Bartram ex Marshall",
 "Year 1833-2025"
 ]
}

 The dataset includes 29408 records from 379 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051928-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4c38xk
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.59607 20.89987,-101.22253 20.74584,-99.43176 20.63278,-99.16809 21.19722,-99.49768 22.73566,-101.45325 22.65457,-101.59607 20.89987))",
 "TaxonKey is Sturnus vulgaris Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 99 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043895-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9mhab
title: Occurrence Download

description: A dataset containing 136534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The fishes collection (IC) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 136534 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061672-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnumaj
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Lutra lutra (Linnaeus, 1758)"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053056-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xsucb
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.59607 20.89987,-101.22253 20.74584,-99.43176 20.63278,-99.16809 21.19722,-99.49768 22.73566,-101.45325 22.65457,-101.59607 20.89987))",
 "TaxonKey is Setophaga pitiayumi (Vieillot, 1817)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 64 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043892-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.duayck
title: Occurrence Download

description: A dataset listing the 81073 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 Unknown evidence"
 ]
 },
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 81073 records were derived from 881 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039169-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwwrer
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "GadmGid is JPN.33_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ophioglossales",
 "Year 1991-2020"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063266-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjp6e3
title: Occurrence Download

description: A dataset containing 1944 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vespa mandarinia Smith, 1852"
 ]
}

 The dataset includes 1944 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059730-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrhcm7
title: Occurrence Download

description: A dataset containing 12699 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-124.57764 41.01306,-118.47986 41.06325,-119.08447 49.07626,-124.8999 48.91287,-124.57764 41.01306))",
 "TaxonKey is Lupinus L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12699 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044858-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vq7gqg
title: Occurrence Download

description: A dataset containing 795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plebejus argus (Linnaeus, 1758)",
 "Year 1970-2000"
 ]
}

 The dataset includes 795 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046105-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmvjj8
title: Occurrence Download

description: A dataset containing 5051 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-169.85723 -8.35755,-28.14277 -8.35755,-28.14277 48.35755,-169.85723 48.35755,-169.85723 -8.35755))",
 "HasCoordinate is true",
 "TaxonKey is Icterus graduacauda Lesson, 1839",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5051 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002297-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3p2b53
title: Occurrence Download

description: A dataset containing 795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plebejus argus (Linnaeus, 1758)",
 "Year 1970-2000"
 ]
}

 The dataset includes 795 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046119-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwxom1
title: Occurrence Download

description: A dataset containing 108216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peperomia Ruiz & Pav."
 ]
}

 The dataset includes 108216 records from 500 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002297-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzj9af
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limonia L."
 ]
}

 The dataset includes 290 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211321-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eng2b3
title: Occurrence Download

description: A dataset containing 10554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brosimum alicastrum Sw.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10554 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003818-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmf8qk
title: Occurrence Download

description: A dataset containing 1095 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Luvunga Buch.-Ham."
 ]
}

 The dataset includes 1095 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211322-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2zn9x
title: Occurrence Download

description: A dataset containing 32515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Brachythecium albicans (Hedw.) Schimp.",
 "Year 1970-2023"
 ]
}

 The dataset includes 32515 records from 291 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013655-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktqfnt
title: Occurrence Download

description: A dataset containing 1260 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neoraputia Emmerich ex Kallunki"
 ]
}

 The dataset includes 1260 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211332-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82bdba
title: Occurrence Download

description: A dataset containing 3113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helietta Tul."
 ]
}

 The dataset includes 3113 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211317-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3f3v6
title: Occurrence Download

description: A dataset containing 465316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 465316 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022786-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhek7h
title: Occurrence Download

description: A dataset containing 758 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrostylis Bartl. & H.L.Wendl."
 ]
}

 The dataset includes 758 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211324-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.