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

description: A dataset containing 3757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polyplectron bicalcaratum (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 3757 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027210-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zwwka
title: Occurrence Download

description: A dataset containing 2769 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera leo (Linnaeus, 1758)"
 ]
}

 The dataset includes 2769 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23qbeq
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Asimina angustifolia Raf."
 ]
}

 The dataset includes 77 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0421745-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.duqbjy
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Uroplectes teretipes Lawrence, 1966"
 ]
}

 The dataset includes 34 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054699-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3r5e95
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Ictiobus bubalus (Rafinesque, 1818)"
 ]
}

 The dataset includes 60 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0421746-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyybtr
title: Occurrence Download

description: A dataset containing 21118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Cyatheaceae"
 ]
}

 The dataset includes 21118 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049953-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6iutz
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia xiphioides Ker Gawl."
 ]
}

 The dataset includes 109 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g36e23
title: Occurrence Download

description: A dataset containing 90852 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((2.479608666666667 48.58410666666667, 2.479608666666667 65.67073733333334, -31.565747 65.67073733333334, -31.565747 48.58410666666667, 2.479608666666667 48.58410666666667))",
 "EventDate is 2010-02-01,2010-02-28"
 ]
}

 The dataset includes 90852 records from 275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053024-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwbprn
title: Occurrence Download

description: A dataset containing 1836 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sabellastarte Krøyer, 1856"
 ]
}

 The dataset includes 1836 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036600-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44vcqg
title: Occurrence Download

description: A dataset containing 195674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Honduras",
 "DatasetKey is one of (NMNH Extant Specimen Records (USNM, US), International Barcode of Life project (iBOL), iNaturalist Research-grade Observations, INSDC Sequences, University of Florida Herpetology, MVZ Herp Collection (Arctos), Collection Herpetology SMF)"
 ]
}

 The dataset includes 195674 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000515-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hm5hqf
title: Occurrence Download

description: A dataset containing 33733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.9_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 2023-2023"
 ]
}

 The dataset includes 33733 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057038-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urcore
title: Occurrence Download

description: A dataset containing 27914 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reptilia",
 "Country is Mexico",
 "Geometry POLYGON((-94.196777 17.916022,-94.196777 14.562317,-90.329589 14.562317,-90.329589 17.916022,-94.196777 17.916022))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27914 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8f8t4
title: Occurrence Download

description: A dataset containing 9323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-980.0",
 "TaxonKey is Triadica sebifera (L.) Small"
 ]
}

 The dataset includes 9323 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054017-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p1ia9n
title: Occurrence Download

description: A dataset containing 6889 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambassis Cuvier, 1828"
 ]
}

 The dataset includes 6889 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pr3u9u
title: Occurrence Download

description: A dataset containing 71891 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sargocentron Fowler, 1904"
 ]
}

 The dataset includes 71891 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036603-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsvqjg
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia narbonensis L.",
 "Country is Türkiye",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 226 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urdp2c
title: Occurrence Download

description: A dataset containing 996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pituophis deppei (Duméril, 1853)",
 "Year 2013-2023"
 ]
}

 The dataset includes 996 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049952-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oxuqwt
title: Occurrence Download

description: A dataset containing 4815 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia herba-alba Asso"
 ]
}

 The dataset includes 4815 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tyntw
title: Occurrence Download

description: A dataset containing 9902 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is DSMZ Bacteria"
 ]
}

 The dataset includes 9902 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000533-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxmf6c
title: Occurrence Download

description: A dataset containing 1995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "SpeciesKey is Acer saccharum Marshall"
 ]
}

 The dataset includes 1995 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000532-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wg2wps
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Honduras",
 "TaxonKey is Duellmanohyla salvavida (McCranie & Wilson, 1986)"
 ]
}

 The dataset includes 145 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000536-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzydfw
title: Occurrence Download

description: A dataset containing 1547 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylaeus episcopalis (Cockerell, 1896)"
 ]
}

 The dataset includes 1547 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsnbsu
title: Occurrence Download

description: A dataset containing 4723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Tetrachondraceae"
 ]
}

 The dataset includes 4723 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054011-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sveesf
title: Occurrence Download

description: A dataset containing 149786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pyrocephalus rubinus (Boddaert, 1783)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 149786 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngkgme
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "OccurrenceStatus is Present",
 "TaxonKey is Presbytis siamensis (Müller & Schlegel, 1841)"
 ]
}

 The dataset includes 248 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053040-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kxlwd
title: Occurrence Download

description: A dataset containing 5455 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Emydoidea blandingii (Holbrook, 1838)"
 ]
}

 The dataset includes 5455 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4r8qen
title: Occurrence Download

description: A dataset containing 440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((95.00788 5.88818,94.91857 4.46512,97.86574 0.54007,100.90222 -3.92227,103.62612 -6.10182,105.27833 -6.36816,106.48399 -5.39095,106.30537 -3.20919,105.09971 -1.02276,102.64373 1.2098,98.98209 5.17705,96.97266 5.75491,95.00788 5.88818))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Celastraceae"
 ]
}

 The dataset includes 440 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057033-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5ypsq
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manihot walkerae Croizat"
 ]
}

 The dataset includes 72 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9c36bg
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "Country is Colombia",
 "TaxonKey is one of (Dendropsophus labialis (Peters, 1863), Hyla labialis Peters, 1863, Dendropsophus luddeckei Guarnizo, Escallón, Cannatella & Amézquita, 2012)",
 "Year 2010-2018"
 ]
}

 The dataset includes 55 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049954-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3edso2
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio glastifolius Hook.fil."
 ]
}

 The dataset includes 156 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnjcr2
title: Occurrence Download

description: A dataset containing 1586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhabdodendraceae"
 ]
}

 The dataset includes 1586 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054014-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10990152
title: Dataset of Raman spectroscopy responses for over-the-counter drugs in Paraguay, including acetylsalicylic acid, paracetamol, and ibuprofen.

description: Spectra of three over-the-counter pharmaceuticals—acetylsalicylic acid, paracetamol, and ibuprofen—were collected at the Faculty of Exact and Natural Sciences of the National University of Asuncion, with the aim of creating a dataset that serves as a reference for Raman responses from different drug manufacturers. This dataset will also provide the scientific community with data that can be used for multivariate analysis and model training.

In the data collection phase, spectra were obtained using a Raman spectroscopy system (iRaman 785s model from BWTEK) equipped with a 785 nm excitation laser. Samples were collected from diverse sales points such as pharmacies, shopping centers, and street vendors. Each spectrum was captured at 50% laser power with a measurement time of 1 second and an accumulation of 10 spectra over a range of 150 to 3200 cm-1. This method preserved the integrity of the raw data, which includes a common column for Raman shifts and additional columns for intensities and labels, detailing the activation modes in the Raman spectrum.

The data is structured into specific  xlsx files for each drug, such as "Paracetamol.xlsx", "acetylsalicylic-acid .xlsx", and "Ibuprofen .xlsx", each containing 50 spectra categorized by the type of pharmaceutical but not by brand. Brand-specific categorization is detailed in separate files like "Paracetamol-trademark .xlsx", where samples are classified using codes such as "Par-A" for different brands. This organization aids the scientific community in using clustering methods to analyze the spectral data and differentiate pharmaceutical brands based on their excipients or binders, with consistent codes across different drugs suggesting common manufacturers for various medications.
DOI: 10.5281/zenodo.10990151
title: Dataset of Raman spectroscopy responses for over-the-counter drugs in Paraguay, including acetylsalicylic acid, paracetamol, and ibuprofen.

description: Spectra of three over-the-counter pharmaceuticals—acetylsalicylic acid, paracetamol, and ibuprofen—were collected at the Faculty of Exact and Natural Sciences of the National University of Asuncion, with the aim of creating a dataset that serves as a reference for Raman responses from different drug manufacturers. This dataset will also provide the scientific community with data that can be used for multivariate analysis and model training.

In the data collection phase, spectra were obtained using a Raman spectroscopy system (iRaman 785s model from BWTEK) equipped with a 785 nm excitation laser. Samples were collected from diverse sales points such as pharmacies, shopping centers, and street vendors. Each spectrum was captured at 50% laser power with a measurement time of 1 second and an accumulation of 10 spectra over a range of 150 to 3200 cm-1. This method preserved the integrity of the raw data, which includes a common column for Raman shifts and additional columns for intensities and labels, detailing the activation modes in the Raman spectrum.

The data is structured into specific  xlsx files for each drug, such as "Paracetamol.xlsx", "acetylsalicylic-acid .xlsx", and "Ibuprofen .xlsx", each containing 50 spectra categorized by the type of pharmaceutical but not by brand. Brand-specific categorization is detailed in separate files like "Paracetamol-trademark .xlsx", where samples are classified using codes such as "Par-A" for different brands. This organization aids the scientific community in using clustering methods to analyze the spectral data and differentiate pharmaceutical brands based on their excipients or binders, with consistent codes across different drugs suggesting common manufacturers for various medications.
DOI: 10.5281/zenodo.11106420
title: Dataset of Raman spectroscopy responses for over-the-counter drugs in Paraguay, including acetylsalicylic acid, paracetamol, and ibuprofen.

description: Spectra of three over-the-counter pharmaceuticals—acetylsalicylic acid, paracetamol, and ibuprofen—were collected at the Faculty of Exact and Natural Sciences of the National University of Asuncion, with the aim of creating a dataset that serves as a reference for Raman responses from different drug manufacturers. This dataset will also provide the scientific community with data that can be used for multivariate analysis and model training.

In the data collection phase, spectra were obtained using a Raman spectroscopy system (iRaman 785s model from BWTEK) equipped with a 785 nm excitation laser. Samples were collected from diverse sales points such as pharmacies, shopping centers, and street vendors. Each spectrum was captured at 50% laser power with a measurement time of 1 second and an accumulation of 10 spectra over a range of 150 to 3200 cm-1. This method preserved the integrity of the raw data, which includes a common column for Raman shifts and additional columns for intensities and labels, detailing the activation modes in the Raman spectrum.

The data is structured into specific  xlsx files for each drug, such as "Paracetamol.xlsx", "acetylsalicylic-acid .xlsx", and "Ibuprofen .xlsx", each containing 50 spectra categorized by the type of pharmaceutical but not by brand. Brand-specific categorization is detailed in separate files like "Paracetamol-trademark .xlsx", where samples are classified using codes such as "Par-A" for different brands. This organization aids the scientific community in using clustering methods to analyze the spectral data and differentiate pharmaceutical brands based on their excipients or binders, with consistent codes across different drugs suggesting common manufacturers for various medications.
DOI: 10.15468/dl.fgbhv5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.8.3_1",
 "PublishingCountry is China",
 "TaxonKey is Trochalopteron elliotii J.Verreaux, 1870"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053044-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbpums
title: Occurrence Download

description: A dataset containing 1924448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bucephala clangula (Linnaeus, 1758)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1924448 records from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003308-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.