cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15703770
title: PPG Signals with Motion Artifacts from Smart Cane Sensors for Heart Rate Estimation

description: This dataset accompanies the publication:



Villalba-Bravo, R., Ruiz-Barroso, P., Castro, F. M., Trujillo-León, A., Guil Mata, N., & Vidal-Verdú, F.Deep Neural Network to Remove Motion Artifacts from Heart Rate Sensor Embedded on Handle Cane.IEEE SENSORS 2024, pp. 1–4.View Publication




Description

This dataset contains physiological data collected from 17 participants who walked on a treadmill during an acoustic startle-response experiment. The goal was to study the effect of motion artifacts on PPG signals collected from a smart cane and compare them to a clean, stationary reference.

Each participant's folder includes:





Heartbeat counts over time windows (beats_number.txt)




Motion-contaminated PPG signal from the smart cane (HP_LP_baston_series.txt)




Clean PPG reference signal from a stationary sensor (HP_LP_ref_series.txt)





Folder Structure

S_01/├── beats_number.txt├── HP_LP_baston_series.txt├── HP_LP_ref_series.txt...S_17/



File Descriptions

1. beats_number.txt





Format: CSV (3 columns, no headers)




Content: Number of systolic peaks counted in the reference PPG signal within a sliding window.




Columns:





window_start_time: Start time of the window (Unix timestamp, e.g., 1718353973.77746)




window_end_time: End time of the window




systolic_peaks_count: Number of detected peaks







2. HP_LP_baston_series.txt





Format: CSV (2 columns, no headers)




Content: Raw PPG signal acquired from the handle of a smart cane. This signal contains motion artifacts due to walking.




Columns:





ppg_value: Contaminated PPG signal (0.80 Hz - 3.33 Hz FIR bandpass applied)




timestamp: Unix timestamp of each sample (e.g., 1718353970.03125)







3. HP_LP_ref_series.txt





Format: CSV (2 columns, no headers)




Content: Reference PPG signal recorded from a stationary, fixed sensor, used to reliably detect heartbeat peaks.




Columns:





ppg_value: Reference PPG signal (0.80 Hz - 3.33 Hz FIR bandpass applied)




timestamp: Unix timestamp of each sample







Additional Information





All time formats are in Unix POSIX timestamp with fractional seconds.




Heartbeat peaks were counted using the reference signal to validate motion artifact removal models.





Citation

If you use this dataset, please cite the original article:

R. Villalba-Bravo, P. Ruiz-Barroso, F. M. Castro, A. Trujillo-León, N. Guil and F. Vidal-Verdú,"Deep Neural Network to Remove Motion Artifacts from Heart Rate Sensor Embedded on Handle Cane,"2024 IEEE SENSORS, Kobe, Japan, 2024, pp. 1-4,doi: 10.1109/SENSORS60989.2024.10784567.
DOI: 10.5281/zenodo.15703771
title: PPG Signals with Motion Artifacts from Smart Cane Sensors for Heart Rate Estimation

description: This dataset accompanies the publication:



Villalba-Bravo, R., Ruiz-Barroso, P., Castro, F. M., Trujillo-León, A., Guil Mata, N., & Vidal-Verdú, F.Deep Neural Network to Remove Motion Artifacts from Heart Rate Sensor Embedded on Handle Cane.IEEE SENSORS 2024, pp. 1–4.View Publication




Description

This dataset contains physiological data collected from 17 participants who walked on a treadmill during an acoustic startle-response experiment. The goal was to study the effect of motion artifacts on PPG signals collected from a smart cane and compare them to a clean, stationary reference.

Each participant's folder includes:





Heartbeat counts over time windows (beats_number.txt)




Motion-contaminated PPG signal from the smart cane (HP_LP_baston_series.txt)




Clean PPG reference signal from a stationary sensor (HP_LP_ref_series.txt)





Folder Structure

S_01/├── beats_number.txt├── HP_LP_baston_series.txt├── HP_LP_ref_series.txt...S_17/



File Descriptions

1. beats_number.txt





Format: CSV (3 columns, no headers)




Content: Number of systolic peaks counted in the reference PPG signal within a sliding window.




Columns:





window_start_time: Start time of the window (Unix timestamp, e.g., 1718353973.77746)




window_end_time: End time of the window




systolic_peaks_count: Number of detected peaks







2. HP_LP_baston_series.txt





Format: CSV (2 columns, no headers)




Content: Raw PPG signal acquired from the handle of a smart cane. This signal contains motion artifacts due to walking.




Columns:





ppg_value: Contaminated PPG signal (0.80 Hz - 3.33 Hz FIR bandpass applied)




timestamp: Unix timestamp of each sample (e.g., 1718353970.03125)







3. HP_LP_ref_series.txt





Format: CSV (2 columns, no headers)




Content: Reference PPG signal recorded from a stationary, fixed sensor, used to reliably detect heartbeat peaks.




Columns:





ppg_value: Reference PPG signal (0.80 Hz - 3.33 Hz FIR bandpass applied)




timestamp: Unix timestamp of each sample







Additional Information





All time formats are in Unix POSIX timestamp with fractional seconds.




Heartbeat peaks were counted using the reference signal to validate motion artifact removal models.





Citation

If you use this dataset, please cite the original article:

R. Villalba-Bravo, P. Ruiz-Barroso, F. M. Castro, A. Trujillo-León, N. Guil and F. Vidal-Verdú,"Deep Neural Network to Remove Motion Artifacts from Heart Rate Sensor Embedded on Handle Cane,"2024 IEEE SENSORS, Kobe, Japan, 2024, pp. 1-4,doi: 10.1109/SENSORS60989.2024.10784567.
DOI: 10.15468/dl.tmvxqr
title: Occurrence Download

description: A dataset containing 60348 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NRW Regional Data: North Wales"
 ]
}

 The dataset includes 60348 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066962-250525065834625/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.29375066
title: <b>Exploring the fecal microbiome dysbiosis and its plasma metabolome determinants</b><b> </b><b>in advanced Parkinson’s disease with </b><b>m</b><b>otor complications</b>

description: The original data of the intestinal microbiome were cohort 1, and the metabolomics data were cohort 2 and cohort 3
DOI: 10.6084/m9.figshare.29375066.v1
title: <b>Exploring the fecal microbiome dysbiosis and its plasma metabolome determinants</b><b> </b><b>in advanced Parkinson’s disease with </b><b>m</b><b>otor complications</b>

description: The original data of the intestinal microbiome were cohort 1, and the metabolomics data were cohort 2 and cohort 3
DOI: 10.25326/1knh-ha69
title: Atmospheric simulation chamber study: Biomass Burning + NO3 - Aerosol study - physical properties - 2019-03-15
DOI: 10.25326/zert-vy60
title: Atmospheric simulation chamber study: Biomass Burning + NO3 - Aerosol study - physical properties - 2019-03-18
DOI: 10.15468/dl.d24uyv
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Ostrea edulis Linnaeus, 1758"
 ]
}

 The dataset's 1 records were derived from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066960-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.14241
title: Chandra X-ray Observatory ObsId 14241

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.ffyhhd
title: Occurrence Download

description: A dataset containing 1753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "Geometry POLYGON((-9.68994 38.44498,-9.07471 36.63316,-7.31689 36.59789,-5.77881 42.09822,-9.68994 42.26105,-9.68994 38.44498))",
 "HasCoordinate is true",
 "TaxonKey is Carnivora",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1753 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002367-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwnhkc
title: Occurrence Download

description: A dataset containing 11383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Hymenoscyphus fraxineus (T.Kowalski) Baral, Queloz & Hosoya",
 "TaxonKey is Chalara fraxinea T.Kowalski"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11383 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036617-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cj72rk
title: Occurrence Download

description: A dataset containing 440 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus cautus Smith, 1938"
 ]
}

 The dataset includes 440 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008065-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b25993
title: Occurrence Download

description: A dataset containing 1102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-77.02841 -12.25607,-76.94841 -12.25607,-76.94841 -12.17655,-77.02841 -12.17655,-77.02841 -12.25607))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leucophaeus modestus (Tschudi, 1843)"
 ]
}

 The dataset includes 1102 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060895-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmia5d
title: Occurrence Download

description: A dataset containing 4703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Didelphis virginiana Kerr, 1792",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4703 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028970-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddeu5q
title: Occurrence Download

description: A dataset containing 818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Echinochloa frumentacea Link",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 818 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016271-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dr2zaz
title: Occurrence Download

description: A dataset containing 54249 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Culiseta Felt, 1904"
 ]
}

 The dataset includes 54249 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078335-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ra3duh
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chusquea deflexa L.G.Clark"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050146-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6g4nfp
title: Occurrence Download

description: A dataset containing 1048 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample"
 ]
 },
 "TaxonKey is Picoides tridactylus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1048 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005373-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ta8zho
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is France",
 {
 "or" : [
 "PublishingOrg is 84a50274-bfbe-49aa-af23-29c3703126f9",
 "PublishingOrg is 75642970-f855-11dd-8235-b8a03c50a862",
 "PublishingOrg is 487a39c4-f5c0-4dbe-8e11-54b743d6f735",
 "PublishingOrg is 957ac1e0-0765-4004-bc68-20f3534211b2",
 "PublishingOrg is bb646dff-a905-4403-a49b-6d378c2cf0d9",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "PublishingOrg is 0363cbd4-f666-455e-8e86-0bbddcf51950"
 ]
 },
 "TaxonKey is Calluna vulgaris (L.) Hull"
 ]
}

 The dataset includes 255 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013839-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvqceq
title: Occurrence Download

description: A dataset containing 4767656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "DecimalLatitude is greater than 40.4449221665539",
 "DecimalLatitude is less than 40.9841378897982",
 "DecimalLongitude is greater than -74.358496896884",
 "DecimalLongitude is less than -73.6496948782737"
 ]
}

 The dataset includes 4767656 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003525-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bpq4a
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Recent Invertebrates Specimens",
 "TaxonKey is Heterelmis obesa Sharp, 1882"
 ]
}

 The dataset includes 52 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005373-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyb8dj
title: Occurrence Download

description: A dataset containing 28360419 species occurrences available in GBIF matching the query:
{
 "Continent" : [
 "is Africa"
 ]
}

 The dataset includes 28360419 records from 1031 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109251-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ablaqi
title: Occurrence Download

description: A dataset containing 739 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazona vinacea (Kuhl, 1820)"
 ]
}

 The dataset includes 739 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003207-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3dacg
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mangifera similis Blume"
 ]
}

 The dataset includes 139 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006276-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wabwc4
title: Occurrence Download

description: A dataset containing 437 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophthalmolycus amberensis (Tomo, Marschoff & Torno, 1977)"
 ]
}

 The dataset includes 437 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002240-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cn482
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "VerbatimScientificName is Caragana tibetica"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231049-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjnn8p
title: Occurrence Download

description: A dataset containing 3873 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asclepias purpurascens L."
 ]
}

 The dataset includes 3873 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080119-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d68w4p
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.59091 -18.87492,-68.98361 -17.96267,-68.45734 -16.00983,-67.93611 -12.14476,-70.216 -8.81262,-72.45204 -7.45346,-69.60218 -4.82283,-69.47065 -3.37598,-69.95293 -1.66607,-75.52111 0.56997,-76.74874 -0.96457,-79.29168 -3.55136,-80.73853 -2.80601,-82.44844 -5.69971,-76.70489 -15.21383,-70.59091 -18.87492))",
 {
 "or" : [
 "TaxonKey is Colletotrichum gloeosporioides (Penz.) Penz. & Sacc.",
 "TaxonKey is Colletotrichum gloeosporioides f. aeschynomenes J.T.Daniel, G.E.Tempelton, R.J.Sm. & W.T.Fox",
 "TaxonKey is Colletotrichum gloeosporioides f. pilosae U.P.Singh",
 "TaxonKey is Colletotrichum gloeosporioides f. cucurbitae Menten, Kimati & C.P.Costa",
 "TaxonKey is Colletotrichum gloeosporioides var. hederae Pass.",
 "TaxonKey is Colletotrichum gloeosporioides f. heveae (Petch) Saccas",
 "TaxonKey is Colletotrichum gloeosporioides f. melongenae Fournet",
 "TaxonKey is Colletotrichum gloeosporioides var. gloeosporioides",
 "TaxonKey is Colletotrichum gloeosporioides var. nectrioidea Gonz.Frag.",
 "TaxonKey is Colletotrichum gloeosporioides var. aleuritidis Saccas & Drouillon",
 "TaxonKey is Colletotrichum gloeosporioides f. manihotis Chevaug.",
 "TaxonKey is Colletotrichum gloeosporioides f. alatae R.D.Singh, Prasad & R.L.Mathur",
 "TaxonKey is Colletotrichum gloeosporioides var. minus J.H.Simmonds"
 ]
 }
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265943-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ziq14m
title: Occurrence Download

description: A dataset containing 4178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chaetodipus intermedius (Merriam, 1889)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4178 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006277-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccbh2t
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iridopagurus dispar (Stimpson, 1859)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056122-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ionot0
title: Occurrence Download

description: A dataset containing 798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Geometry POLYGON((-75.522766 6.270935,-75.531005 6.249776,-75.518646 6.242950,-75.500793 6.234077,-75.487060 6.249093,-75.522766 6.270935))"
 ]
}

 The dataset includes 798 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006277-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtgwkc
title: Occurrence Download

description: A dataset containing 1080 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus hypoleucoides A.Camus"
 ]
}

 The dataset includes 1080 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268187-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o62xsy
title: Occurrence Download

description: A dataset containing 1015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Otariidae",
 "Geometry POLYGON((102.65625 -2.108898,102.65625 -36.031331,142.734375 -36.031331,142.734375 -2.108898,102.65625 -2.108898))"
 ]
}

 The dataset includes 1015 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006277-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zu8qd2
title: Occurrence Download

description: A dataset containing 2670 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Lepidothrix nattereri (P.L.Sclater, 1865)"
 ]
}

 The dataset includes 2670 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056112-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6anzh9
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus virens (Wooton & Standl.) Shreve ex Sarg."
 ]
}

 The dataset includes 47 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268192-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.