cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7sxt83
title: Occurrence Download

description: A dataset containing 207277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Chelonia mydas (Linnaeus, 1758)",
 "Year 2004-2024"
 ]
}

 The dataset includes 207277 records from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033420-240906103802322/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.27123691
title: Additional file 4 of DiscovEpi: automated whole proteome MHC-I-epitope prediction and visualization

description: Supplementary file4
DOI: 10.6084/m9.figshare.27123688.v1
title: Additional file 3 of DiscovEpi: automated whole proteome MHC-I-epitope prediction and visualization

description: Supplementary file3
DOI: 10.6084/m9.figshare.27123685
title: Additional file 2 of DiscovEpi: automated whole proteome MHC-I-epitope prediction and visualization

description: Supplementary file2
DOI: 10.6084/m9.figshare.27123685.v1
title: Additional file 2 of DiscovEpi: automated whole proteome MHC-I-epitope prediction and visualization

description: Supplementary file2
DOI: 10.6084/m9.figshare.27123688
title: Additional file 3 of DiscovEpi: automated whole proteome MHC-I-epitope prediction and visualization

description: Supplementary file3
DOI: 10.6084/m9.figshare.27123691.v1
title: Additional file 4 of DiscovEpi: automated whole proteome MHC-I-epitope prediction and visualization

description: Supplementary file4
DOI: 10.15468/dl.tdmhnw
title: Occurrence Download

description: A dataset containing 321965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-121.9852 37.91463, -121.6668 37.91463, -121.6668 38.0474, -121.9852 38.0474, -121.9852 37.91463))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 321965 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033421-240906103802322/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.27123917.v1
title: Additional file 2 of Assessment of the effectiveness of hospital external disaster functional drills on health care receivers’ performance, using standardized patients and mass cards simulation: a pilot study from Saudi Arabia

description: Supplementary Material 2
DOI: 10.15468/dl.gbjpnx
title: Occurrence Download

description: A dataset containing 17533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atta Fabricius, 1804",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17533 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033424-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubyng8
title: Occurrence Download

description: A dataset containing 1731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Crotalus scutulatus Kennicott, 1861"
 ]
}

 The dataset includes 1731 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033425-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vyn9e
title: Occurrence Download

description: A dataset containing 624384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-117.3554 33.09564, -117.0237 33.09564, -117.0237 33.26871, -117.3554 33.26871, -117.3554 33.09564))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 624384 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033423-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15224581
title: A HS Dataset Collected at Strathclyde University

description: Note: This dataset was captured by UG EEE students at the University of Strathclyde. 

Overview

This dataset contains 26 uncalibrated hyperspectral images captured at Strathclyde University. Each image is provided with hyperspectral and annotation data. Seven material classes have been used to label the dataset: artificial, rock, sky, soil, water, wood, vegetation.

For each sample, the following files are included:





image.npy – a NumPy array containing the hyperspectral data with shape (800, 800, 600).




image.json – annotations created using LabelMe, describing object masks and regions of interest.




baslerPIA1600_calibration.txt – a text file containing the wavelengths corresponding to each of the 600 spectral bands captured by the camera. These values are crucial for interpreting the spectral dimension of the data.



Convert JSON to Annotated Image

You can convert the `.json` annotations into masks and visualisations using the LabelMe tools. 

Install labelme if you haven't:pip install labelme

Run the following command inside a sample directory:

    labelme_json_to_dataset image.json

This will generate a folder image_json/ containing:





label.png – a PNG mask of labels




label_viz.png – a visual representation of the annotation




label_names.txt – list of class labels
DOI: 10.15468/dl.qqsxcw
title: Occurrence Download

description: A dataset containing 33607 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aquila chrysaetos (Linnaeus, 1758)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "Country is Spain",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 },
 "DistanceFromCentroidInMeters is greater than or equal to 1000",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015",
 "Month is not null"
 ]
}

 The dataset includes 33607 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001075-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y52hls
title: Occurrence Download

description: A dataset containing 4924812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is National Herbarium of Victoria (MEL) AVH data"
 ]
}

 The dataset includes 4924812 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037914-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdzghb
title: Occurrence Download

description: A dataset containing 1794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulvophyceae",
 "HasCoordinate is true",
 "Country is one of (Ireland)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 1794 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226043-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd3u8e
title: Occurrence Download

description: A dataset containing 46317 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Future climate change affects the microbiome and condition of habitat-forming kelp"
 ]
}

 The dataset includes 46317 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012379-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuz2ht
title: Occurrence Download

description: A dataset containing 6240 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lyonia ovalifolia (Wall.) Drude"
 ]
}

 The dataset includes 6240 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002846-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xfb9v
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiromantes dehaani (H.Milne Edwards, 1853)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 90 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278188-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfg9gf
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-94500.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ailuridae",
 "Year 1000-2023"
 ]
}

 The dataset includes 37 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121821-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mvi5i
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Honduras",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Culex coronator Dyar & Knab, 1906",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 79 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012787-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6z85ft
title: Occurrence Download

description: A dataset containing 2176 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euptilotis neoxenus (Gould, 1838)"
 ]
}

 The dataset includes 2176 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0367022-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5h8qz
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((126.40731 33.31659,126.65132 33.31659,126.65132 33.41407,126.40731 33.41407,126.40731 33.31659))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Senecio nemorensis L."
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121823-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23csxy
title: Occurrence Download

description: A dataset containing 135561 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hordeum murinum L."
 ]
}

 The dataset includes 135561 records from 614 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000911-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uwqwv
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-280.67871 51.44316,-269.19434 51.44316,-269.19434 53.9286,-280.67871 53.9286,-280.67871 51.44316))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantago major L."
 ]
}

 The dataset includes 223 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275013-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebn9yh
title: Occurrence Download

description: A dataset containing 2671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotoniidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 2671 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019362-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.plsydw
title: Occurrence Download

description: A dataset containing 3098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Empidonax albigularis P.L.Sclater & Salvin, 1859"
 ]
}

 The dataset includes 3098 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008165-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53sg9p
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liolaemus smaug Abdala, Quinteros, Scrocchi & Stazzonelli, 2010"
 ]
}

 The dataset includes 146 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279338-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67yp48
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Compactozetidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 190 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019355-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwl2aq
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Système d'Information sur la Nature et les Paysages d'Ile de France - Données du/de la naturaliste LUPOLI ROLAND provenant de la base de donnée du SINP Île-de-France CETTIA"
 ]
}

 The dataset includes 140 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024302-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23bzr6
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anisolepis undulatus (Wiegmann, 1834)"
 ]
}

 The dataset includes 24 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280806-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpwe25
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichoglottis rosea (Lindl.) Ames"
 ]
}

 The dataset includes 83 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019375-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4rvpq
title: Occurrence Download

description: A dataset containing 1570839 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Year 1990-2010",
 "Geometry POLYGON((-180 20,180 20,180 60,-180 60,-180 20))",
 "HasCoordinate is true",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 1570839 records from 925 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003844-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjz9dy
title: Occurrence Download

description: A dataset containing 3446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Momotus mexicanus Swainson, 1827",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen"
 ]
 },
 "Year 2007-2017"
 ]
}

 The dataset includes 3446 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002133-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sulkqr
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.72864 17.11979,-95.83923 17.11979,-95.83923 19.03096,-98.72864 19.03096,-98.72864 17.11979))",
 "TaxonKey is Anoura geoffroyi lasiopyga (Peters, 1868)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 55 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000209-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jetghx
title: Occurrence Download

description: A dataset containing 1751237 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypericum L."
 ]
}

 The dataset includes 1751237 records from 4024 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002366-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lrdvgv
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vriesea longistaminea C.C.Paula & Leme"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011598-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xn869
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is WELT Herbarium at Museum of New Zealand Te Papa Tongarewa",
 "Geometry POLYGON((170.51265 -45.88131,170.51409 -45.92677,170.78875 -45.91385,170.75669 -45.75211,170.59304 -45.84064,170.57821 -45.86408,170.51265 -45.88131))",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134065-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xt7bmw
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Sweden, Estonia, Germany, Switzerland, Austria, Italy, Poland, Czechia, Ukraine, Russian Federation, Romania, Bulgaria, Greece)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceratodon conicus (Hampe ex Müll.Hal.) Lindb."
 ]
}

 The dataset includes 56 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031355-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd0hhq
title: Occurrence Download

description: A dataset containing 150169 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UWFC Ichthyology Collection"
 ]
}

 The dataset includes 150169 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011598-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdm8zs
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens blinii H.Lév."
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031327-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqbtdy
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tulipa toktogulica B.D.Wilson & Lazkov, 2022"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134067-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3w7yma
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 {
 "or" : [
 "InstitutionCode is ntsrv",
 "InstitutionCode is sdnhm"
 ]
 },
 "TaxonKey is Coluber fuliginosus (Cope, 1895)"
 ]
}

 The dataset includes 57 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011598-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnvyxc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudecheneis sulcatoides Zhou & Chu, 1992",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031406-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.