cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wnq5hq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medicago polymorpha L.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133822-240321170329656/datasets/export for details.
DOI: 10.15468/dl.r6afek
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum penjwinense T.R.Dudley"
 ]
}

 The dataset includes 20 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034774-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cscv59
title: Occurrence Download

description: A dataset containing 13579 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Morella faya (Aiton) Wilbur"
 ]
}

 The dataset includes 13579 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112294-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guk2ep
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Atelopus certus Barbour, 1923",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010803-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nnua4
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Visdoorgangen - Fish passage places in Flanders, Belgium",
 "TaxonKey is Eriocheir sinensis H.Milne Edwards, 1853"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133821-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.deq5da
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha oblanceolata Radcl.-Sm."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034655-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aojso5
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stathmonotus sinuscalifornici (Chabanaud, 1942)"
 ]
}

 The dataset includes 204 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010803-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msm6ys
title: Occurrence Download

description: A dataset containing 28099 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-71.35319 -32.4706,-71.20671 -32.4706,-71.20671 -32.37206,-71.35319 -32.37206,-71.35319 -32.4706))",
 "Geometry POLYGON((-71.21613 -33.17811,-70.84992 -33.17811,-70.84992 -32.94281,-71.21613 -32.94281,-71.21613 -33.17811))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28099 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129273-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bx7r5j
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha obbiadensis Chiov."
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034649-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vp8ngz
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Dracontium ulei K.Krause",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010805-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnqx8u
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barbella pendula (Sull.) M.Fleisch."
 ]
}

 The dataset includes 327 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120089-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8z3dza
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kalanchoe gastonis-bonnieri Raym.-Hamet & H.Perrier"
 ]
}

 The dataset includes 206 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034764-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anpnc5
title: Occurrence Download

description: A dataset listing the 5072 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insect specimens of Iwate Prefectural Museum"
 ]
}

 The dataset's 5072 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134997-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezxxij
title: Occurrence Download

description: A dataset containing 8907 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer rubrum L.",
 "TaxonKey is Acer saccharinum L.",
 "TaxonKey is Acer rufinerve Siebold & Zucc."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8907 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010805-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy7kdp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha scaposa Radcl.-Sm."
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034715-240321170329656/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.22121018.v7
title: Supplementary data

description: test
DOI: 10.15468/dl.gqaciq
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Meizotropis buteiformis Voigt"
 ]
}

 The dataset includes 66 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010805-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxc6tt
title: Occurrence Download

description: A dataset containing 109337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2001-2005"
 ]
}

 The dataset includes 109337 records from 306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131769-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mgfes
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum longistylum (Sommier & Levier) Grossh. & Schischk."
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034722-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjavrd
title: Occurrence Download

description: A dataset containing 45839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "TaxonKey is Orthoptera"
 ]
}

 The dataset includes 45839 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010805-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyatmq
title: Occurrence Download

description: A dataset containing 1107 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Boletus pulverulentus (Opat.) Gelardi, Vizzini & Simonini",
 "TaxonKey is Boletus pulverulentus Opat."
 ]
}

 The dataset includes 1107 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112307-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k8ht2
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudolarix amabilis (J.Nelson) Rehd."
 ]
}

 The dataset includes 115 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034741-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.odbvek
title: Occurrence Download

description: A dataset containing 13929916 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 {
 "or" : [
 "TaxonKey is Lophophanes cristatus (Linnaeus, 1758)",
 "TaxonKey is Cyanistes caeruleus (Linnaeus, 1758)",
 "TaxonKey is Poecile atricapillus (Linnaeus, 1766)",
 "TaxonKey is Poecile carolinensis (Audubon, 1834)",
 "TaxonKey is Baeolophus bicolor (Linnaeus, 1766)"
 ]
 }
 ]
}

 The dataset includes 13929916 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010805-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jx2qe
title: Occurrence Download

description: A dataset listing the 998 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-74.15771 -42.49944,-73.35571 -42.49944,-73.35571 -42.17878,-74.15771 -42.17878,-74.15771 -42.49944))",
 "Geometry POLYGON((-74.22665 -42.50322,-73.33127 -42.50322,-73.33127 -42.14946,-74.22665 -42.14946,-74.22665 -42.50322))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 998 records were derived from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344859-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7y97k
title: Occurrence Download

description: A dataset containing 530 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agrostistachys borneensis Becc."
 ]
}

 The dataset includes 530 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034758-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7jmsz
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is ZFMK Crustacea collection",
 "TaxonKey is Eriocheir sinensis H.Milne Edwards, 1853"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133823-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h43slv
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orthaea ignea Sleumer"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010806-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37ddg8
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Elevation 2500.0-9999.0m",
 "TaxonKey is Hypericum tetrastichum Cuatrec.",
 "Year 1980-2020"
 ]
}

 The dataset includes 111 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112296-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.936d54
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha subaequiloba Radcl.-Sm."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034762-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dde6j
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.53009 -21.94305,38.89709 -23.97496,52.94861 17.88335,-0.14832 17.51311,0.53009 -21.94305))",
 "HasCoordinate is true",
 "TaxonKey is Leptopelis calcaratus (Boulenger, 1906)"
 ]
}

 The dataset includes 327 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010807-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77xvb9
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neostrengeria macropa (H.Milne Edwards, 1853)"
 ]
}

 The dataset includes 58 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126007-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nur58x
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iris narbutii O.Fedtsch."
 ]
}

 The dataset includes 95 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034776-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvsl6x
title: Occurrence Download

description: A dataset containing 8215 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Lissachatina fulica (Bowdich, 1822)",
 "TaxonKey is Acheta domesticus (Linnaeus, 1758)",
 "TaxonKey is Achillea ageratum L.",
 "TaxonKey is Achillea alpina L.",
 "TaxonKey is Achillea coarctata Poir.",
 "TaxonKey is Achillea filipendulina Lam.",
 "TaxonKey is Achillea grandifolia Friv.",
 "TaxonKey is Achillea arabica Kotschy",
 "TaxonKey is Achillea ligustica All."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8215 records from 254 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010808-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crjqbu
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 1970",
 "TaxonKey is Zeugodacus cucurbitae (Coquillett, 1899)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 453 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129278-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3adqub
title: Occurrence Download

description: A dataset containing 366 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Mesaspis antauges (Cope, 1866)",
 "TaxonKey is Gerrhonotus ophiurus Cope, 1867",
 "TaxonKey is Diploglossus ingridae Werler & Campbell, 2004"
 ]
}

 The dataset includes 366 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010808-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyraxn
title: Occurrence Download

description: A dataset containing 2146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Africa, Asia, Oceania, Europe, North America, South America)",
 "TaxonKey is Polyporus umbellatus (Pers.) Fr."
 ]
}

 The dataset includes 2146 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034650-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcxudv
title: Occurrence Download

description: A dataset containing 151040 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula glomerata"
 ]
}

 The dataset includes 151040 records from 1161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042498-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/tichiy
title: Test dataset for data analysis and creation of a calibration curve using spectral data with the Galaxy/ChemFlow 20.05 platform

description: Hyperspectral imaging results from the integration of two well-established technologies: spectroscopy and imaging. This approach acquires images across the visible and infrared wavelength ranges, allowing the capture of the complete spectral profile of a sample at each point in the imaging plane (Ngadi et al., 2010).

Hyperspectral images are composed of spectral pixels, each corresponding to a spectral signature of its respective spatial region. A spectral pixel records the entire measured spectrum of the spatial point being imaged. This spectrum characterizes the ability of a sample to absorb or scatter incident light (Ngadi et al., 2010).

The main advantage of hyperspectral imaging lies in its capacity to characterize the inherent chemical properties of a sample. This is achieved by measuring its spectral response, i.e., the collected spectral pixels. Typically, a hyperspectral image contains thousands of spectral pixels (Ngadi et al., 2010).

Once processed, hyperspectral images primarily yield spectral data. When these data are combined with reference measurements obtained through laboratory analyses and processed with computational tools, it becomes possible to develop predictive models of sample composition. Among the freely available platforms for this purpose is Galaxy/ChemFlow 20.05.

Galaxy is an open-source platform designed to support data-intensive research. It is developed by the Galaxy Team with contributions from a broad community. The Galaxy Project is partially funded by the National Human Genome Research Institute (NHGRI), the National Science Foundation (NSF), the Huck Institutes of the Life Sciences, the Penn State Institute for CyberScience, and Johns Hopkins University.
&lt;br&gt;
&lt;br&gt; 
Methodology: This guide outlines the specific steps for operating the Galaxy/ChemFlow 20.05 platform using spectral datasets obtained from hyperspectral images captured with the Specim FX17 hyperspectral camera. Calibration curves are generated using laboratory-based primary data, and the predictive models are implemented through Partial Least Squares Regression (PLSR). (2025-08)
DOI: 10.15468/dl.27mdq7
title: Occurrence Download

description: A dataset containing 16345 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium potentilloides"
 ]
}

 The dataset includes 16345 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042606-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdm3sa
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sylvilagus salentus J.A.Allen, 1913"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081156-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n55bdc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica cretica subsp. atlantica (Coss.) Onno"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044892-220831081235567/datasets/export for details.
DOI: 10.15468/dl.rf29qq
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boehmeria biloba Miq."
 ]
}

 The dataset includes 74 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097239-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.