cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gvbym7
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.35_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rubus paniculatus Sm."
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059796-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buktwf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malapterurus occidentalis Norris, 2002",
 "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 ((10.1382 29.0599,1.1382 29.0599,1.1382 20.0599,10.1382 20.0599,10.1382 29.0599))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059798-250525065834625/datasets/export for details.
DOI: 10.15468/dl.he4aw3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heteroleibleinia (Geitler) L.Hoffmann, 1905",
 "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 ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059797-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15704748
title: Protein Subcellular Localisation Prediction Using Machine Learning – HPA MSc Project

description: This repository contains the datasets and scripts used in the analysis described in my dissertation on protein subcellular localization prediction.

📂 Contents

1️⃣ subcellular_location_filtered.tsv  - The filtered Human Protein Atlas subcellular_location.tsv file used for model training.  - Contains: Gene, Gene name, and subcellular location annotations (Enhanced, Supported, Approved, Uncertain).

2️⃣ cnn_model_notebook.ipynb  - Jupyter notebook for training convolutional neural network (CNN) models.  - Includes web scraping code for image URL retrieval, data processing steps, and model training routines.

3️⃣ transformer_model_notebook.ipynb  - Jupyter notebook for training transformer-based models.  - Includes web scraping code for image URL retrieval, data processing steps, and model training routines.

📌 Notes  - The full image dataset (∼12 GB) used in this work is not included due to size limitations and lack of access to the original virtual machine where the dataset was stored.  - The notebooks contain the code required to reproduce the image scraping and processing if access to the Human Protein Atlas is available.  - No original image files are included in this repository in compliance with Human Protein Atlas data sharing policies.  - Image URLs can be regenerated using the provided code and the Human Protein Atlas (https://www.proteinatlas.org/).
DOI: 10.5281/zenodo.15704749
title: Protein Subcellular Localisation Prediction Using Machine Learning – HPA MSc Project

description: This repository contains the datasets and scripts used in the analysis described in my dissertation on protein subcellular localization prediction.

📂 Contents

1️⃣ subcellular_location_filtered.tsv  - The filtered Human Protein Atlas subcellular_location.tsv file used for model training.  - Contains: Gene, Gene name, and subcellular location annotations (Enhanced, Supported, Approved, Uncertain).

2️⃣ cnn_model_notebook.ipynb  - Jupyter notebook for training convolutional neural network (CNN) models.  - Includes web scraping code for image URL retrieval, data processing steps, and model training routines.

3️⃣ transformer_model_notebook.ipynb  - Jupyter notebook for training transformer-based models.  - Includes web scraping code for image URL retrieval, data processing steps, and model training routines.

📌 Notes  - The full image dataset (∼12 GB) used in this work is not included due to size limitations and lack of access to the original virtual machine where the dataset was stored.  - The notebooks contain the code required to reproduce the image scraping and processing if access to the Human Protein Atlas is available.  - No original image files are included in this repository in compliance with Human Protein Atlas data sharing policies.  - Image URLs can be regenerated using the provided code and the Human Protein Atlas (https://www.proteinatlas.org/).
DOI: 10.15468/dl.xvhccp
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ABC_Useful Plants Of Malawi; Species targated for charcoal and firewood"
 ]
}

 The dataset includes 352 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059801-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29370548
title: <b><i>Comparative Efficacy of Montelukast–Levocetirizine Combination Therapy Versus Monotherapy in Allergic Rhinitis</i></b>

description: This dataset supports the systematic review and meta-analysis titled "Comparative Efficacy of Montelukast–Levocetirizine Combination Therapy Versus Monotherapy in Allergic Rhinitis: A Systematic Review and Meta-analysis."<br>It includes extracted data from the included randomized controlled trials (RCTs), PRISMA 2020 checklist, and R code used for statistical analyses.<br>The data were used to generate the results presented in the published article.
DOI: 10.6084/m9.figshare.29370548.v1
title: <b><i>Comparative Efficacy of Montelukast–Levocetirizine Combination Therapy Versus Monotherapy in Allergic Rhinitis</i></b>

description: This dataset supports the systematic review and meta-analysis titled "Comparative Efficacy of Montelukast–Levocetirizine Combination Therapy Versus Monotherapy in Allergic Rhinitis: A Systematic Review and Meta-analysis."<br>It includes extracted data from the included randomized controlled trials (RCTs), PRISMA 2020 checklist, and R code used for statistical analyses.<br>The data were used to generate the results presented in the published article.
DOI: 10.15468/dl.zcywdz
title: Occurrence Download

description: A dataset containing 1480 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CAN.11.9_1, CAN.11.42_1, CAN.11.90.1_1, CAN.11.12_1, CAN.11.54_1, CAN.11.90_1, CAN.11.64_1, CAN.11.62_1, CAN.11.29_1, CAN.11.9.7_1, CAN.11.29.22_1, CAN.11.90.4_1, CAN.11.9.10_1, CAN.11.29.2_1, CAN.11.29.5_1)",
 "MediaType is Image",
 "PublishingOrg is one of (26a503f6-b337-424b-8d7a-b3ab11d2597f, c1da06f0-580e-11dc-8a9e-b8a03c50a862, d9699a79-4736-45c2-925c-f4033ac67d52, b52e9a80-8cb7-4d37-9324-46032fd69237, 6491ad8c-8e49-4bd4-a089-0ddb3bbe0890, ff7bd5db-b724-4932-b496-10ea298851f9, 182287da-fe0f-457f-ac06-2b8f4c7680fd, 2cd829bb-b713-433d-99cf-64bef11e5b3e)",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 1480 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059803-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsyp5k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malapterurus occidentalis Norris, 2002",
 "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 ((5.9985 -1.8197,6.1596 -1.4443,5.9957 -1.0552,5.6304 -0.9035,5.2841 -1.0308,5.1008 -1.4539,5.2222 -1.7725,5.639 -1.9676,5.9985 -1.8197))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059805-250525065834625/datasets/export for details.
DOI: 10.15468/dl.5yv5vx
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lantana camara L.",
 "Year 1000-1845"
 ]
}

 The dataset includes 82 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059806-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77rhrr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hippodonta hungarica (Grunow) Lange-Bertalot, Metzeltin & Witkowski",
 "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 ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059804-250525065834625/datasets/export for details.
DOI: 10.5258/soton/d3566
title: 16s analysis and qPCR (Taqman and Syber green)

description: Raw data of 16S rRNA amplicon sequencing and qPCR (Taqman and Syber green). This dataset supports the thesis entitled 'Microbiome-dependent modulation of oviposition and attraction of the horticultural pest Drosophila suzukii by its sister species Drosophila melanogaster', PhD Thesis, University of Southampton, 2025.
DOI: 10.15468/dl.62auan
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "TaxonKey is Ricinus communis L."
 ]
}

 The dataset includes 76 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059809-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqvwgf
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.35_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Potentilla indica (Andrews) Th.Wolf"
 ]
}

 The dataset includes 41 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059810-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69dwuu
title: Occurrence Download

description: A dataset containing 16290 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ips typographus (C.Linnaeus, 1758)"
 ]
}

 The dataset includes 16290 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059808-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nf5d47
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malapterurus occidentalis Norris, 2002",
 "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 ((6.524 -0.514,7.0065 -0.2456,7.2624 0.2943,7.123 0.7051,6.6607 0.9135,6.1391 0.6726,5.9617 0.2289,6.1206 -0.3209,6.524 -0.514))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059812-250525065834625/datasets/export for details.
DOI: 10.15468/dl.c9u3js
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hippodonta hungarica (Grunow) Lange-Bertalot, Metzeltin & Witkowski",
 "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 ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059811-250525065834625/datasets/export for details.
DOI: 10.15468/dl.bfg8ew
title: Occurrence Download

description: A dataset containing 15776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ips typographus (C.Linnaeus, 1758)"
 ]
}

 The dataset includes 15776 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059813-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrhfa4
title: Occurrence Download

description: A dataset containing 16290 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ips typographus (C.Linnaeus, 1758)"
 ]
}

 The dataset includes 16290 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059815-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwhhsw
title: Occurrence Download

description: A dataset containing 15403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ips typographus (C.Linnaeus, 1758)",
 "Year 1000-2025"
 ]
}

 The dataset includes 15403 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059816-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/v7e-l6j-hqj
title: Veronica scardica Griseb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4pr-9zj-w35
title: Glechoma hirsuta Waldst. & Kit.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/c2j-qgy-zsy
title: Urtica urens L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/f0p-na0-0yf
title: Equisetum giganteum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4am-170-c2m
title: Crataegus curvisepala Lindm. x Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fd0-mbh-pre
title: Swartzia littlei R. S. Cowan

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ylv-gzp-49q
title: Erucastrum gallicum (Willd.) O. E. Schulz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.ppkhad
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mammalia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-67.5 60,-60 60,-60 67.5,-67.5 67.5,-67.5 60))"
 ]
}

 The dataset includes 332 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032130-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2dz-hjn-b4r
title: Rollinia pittieri Saff.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/5y8-3r3-q0r
title: Ilex aquifolium L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mkv-qm5-w7b
title: Hypericum maculatum Crantz x Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/0nj-zl7-feb
title: Virola pavonis (A. DC.) A. C. Sm.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/la9-med-1l6
title: Galium elongatum C. Presl

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/tqp-yq5-5h6
title: Melampyrum arvense L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/le0-nx5-4w1
title: Cirsium brachycephalum Jur.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.uevr3r
title: Occurrence Download

description: A dataset containing 1791 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laguncularia racemosa (L.) C.F.Gaertn.",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-153.46 -71.07,-153.46 35.18,66.97 35.18,66.97 -71.07,-153.46 -71.07))"
 ]
}

 The dataset includes 1791 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007501-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcp9f5
title: Occurrence Download

description: A dataset containing 480 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Entomofauna de la Ecoreserva ASA (Meta, Acacías) - Proyecto FIBRAS"
 ]
}

 The dataset includes 480 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046922-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uscyny
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypsiboas rosenbergi (Boulenger, 1898)",
 "Country is Colombia"
 ]
}

 The dataset includes 131 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007502-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvc3uk
title: Occurrence Download

description: A dataset containing 10674 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreochromis mossambicus (Peters, 1852)"
 ]
}

 The dataset includes 10674 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048849-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrvtd1
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cyclolobus walkeri (Diener, 1903)"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007502-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bu9mnw
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-0.748 39.34597,0.04692 38.93113,0.9693 39.70056,0.27404 40.41436,-0.18252 40.1154,-0.748 39.34597))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mnemiopsis leidyi A.Agassiz, 1865"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172616-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbd2dr
title: Occurrence Download

description: A dataset listing the 76 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((113.31234 1.18034,115.71812 1.18034,115.71812 2.6426,113.31234 2.6426,113.31234 1.18034))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 76 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005074-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gg8qhn
title: Occurrence Download

description: A dataset listing the 27 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.15914 40.74569,-69.48605 40.74569,-69.48605 43.28406,-74.15914 43.28406,-74.15914 40.74569))",
 "TaxonKey is Larus Linnaeus, 1758"
 ]
}

 The dataset's 27 records were derived from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172613-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzt67u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lilium amabile Palib.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198042-220831081235567/datasets/export for details.
DOI: 10.15468/dl.t9kd3c
title: Occurrence Download

description: A dataset containing 24248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((101.08183 -47.38478,192.91817 -47.38478,192.91817 -10.61522,101.08183 -10.61522,101.08183 -47.38478))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Petaurus australis Shaw, 1791",
 "Year 1810-2023"
 ]
}

 The dataset includes 24248 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287142-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.