cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xynk7u
title: Occurrence Download

description: A dataset containing 10503 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Antarctica",
 "Country is Falkland Islands (Malvinas)",
 "Country is South Georgia and the South Sandwich Islands",
 "Country is Argentina",
 "Country is French Southern Territories",
 "Country is Heard Island and McDonald Islands",
 "Country is Chile"
 ]
 },
 "TaxonKey is Pygoscelis papua (J.R.Forster, 1781)"
 ]
}

 The dataset includes 10503 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117420-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byrw4s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Protected Areas - Global Register of Introduced and Invasive Species - Amani Forest Nature Reserve, Tanzania"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208157-210914110416597/datasets/export for details.
DOI: 10.15468/dl.krjvau
title: Occurrence Download

description: A dataset containing 1057 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turczaninowia fastigiata (Fisch.) DC."
 ]
}

 The dataset includes 1057 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024663-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xurvwr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Protected Areas - Global Register of Introduced and Invasive Species - La Digue island, Seychelles"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208207-210914110416597/datasets/export for details.
DOI: 10.15468/dl.cahbq1
title: Occurrence Download

description: A dataset containing 3317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-67.87353515625 -46.207122802734375,-67.5439453125 -46.207122802734375,-67.5439453125 -45.877532958984375,-67.87353515625 -45.877532958984375,-67.87353515625 -46.207122802734375))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3317 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000617-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4faq8u
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tupistra pingbianensis J.L.Huang & X.Z.Liu"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024634-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rea5sw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Protected Areas - Global Register of Introduced and Invasive Species - Silhouette National Park, Seychelles"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208161-210914110416597/datasets/export for details.
DOI: 10.15468/dl.knqfex
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Protected Areas - Global Register of Introduced and Invasive Species - Morne-Seychellois National Park, Seychelles"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208169-210914110416597/datasets/export for details.
DOI: 10.15468/dl.2f3cxm
title: Occurrence Download

description: A dataset containing 2944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Colombia, Portugal)",
 "TaxonKey is Borago officinalis L."
 ]
}

 The dataset includes 2944 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023698-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zu6eem
title: Occurrence Download

description: A dataset containing 3235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrurga leptonyx (de Blainville, 1820)"
 ]
}

 The dataset includes 3235 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003315-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qaqmw4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Protected Areas - Global Register of Introduced and Invasive Species - Galápagos Islands, Ecuador"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208196-210914110416597/datasets/export for details.
DOI: 10.15468/dl.lrm1e3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Hyla gracilenta Peters, 1869",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018267-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cp3xtx
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.59761 6.27268,-75.61272 6.17849,-75.51933 6.13206,-75.50972 6.17985,-75.50285 6.27268,-75.59761 6.27268))",
 "HasGeospatialIssue is false",
 "TaxonKey is Arremon brunneinucha (Lafresnaye, 1839)"
 ]
}

 The dataset includes 51 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208221-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58t3ej
title: Occurrence Download

description: A dataset containing 1637 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turnera melochioides Cambess."
 ]
}

 The dataset includes 1637 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024672-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn6zah
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kinosternon alamosae Berry & Legler, 1980"
 ]
}

 The dataset includes 113 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068201-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rr8zb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Protected Areas - Global Register of Introduced and Invasive Species - Archipielago Juan Fernández, Chile"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208180-210914110416597/datasets/export for details.
DOI: 10.15468/dl.8tjttb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suillus bovinus (L.) Roussel",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "GadmGid is USA.1_1",
 "GadmGid is USA.11_1",
 "GadmGid is USA.25_1",
 "GadmGid is USA.41_1",
 "GadmGid is USA.34_1",
 "GadmGid is USA.43_1",
 "GadmGid is USA.18_1",
 "GadmGid is USA.47_1",
 "GadmGid is USA.49_1",
 "GadmGid is USA.15_1",
 "GadmGid is USA.19_1",
 "GadmGid is USA.4_1",
 "GadmGid is USA.26_1",
 "GadmGid is USA.14_1",
 "GadmGid is USA.36_1",
 "GadmGid is USA.39_1",
 "GadmGid is USA.21_1",
 "GadmGid is USA.16_1",
 "GadmGid is USA.8_1",
 "GadmGid is USA.31_1"
 ]
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000601-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5a3mf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - Saint Martin (French part)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208235-210914110416597/datasets/export for details.
DOI: 10.15468/dl.oxgjip
title: Occurrence Download

description: A dataset containing 12170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Hyla cinerea (Schneider, 1799)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12170 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018263-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3eu8h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhizopogon verii Pacioni",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "GadmGid is USA.1_1",
 "GadmGid is USA.11_1",
 "GadmGid is USA.25_1",
 "GadmGid is USA.41_1",
 "GadmGid is USA.34_1",
 "GadmGid is USA.43_1",
 "GadmGid is USA.18_1",
 "GadmGid is USA.47_1",
 "GadmGid is USA.49_1",
 "GadmGid is USA.15_1",
 "GadmGid is USA.19_1",
 "GadmGid is USA.4_1",
 "GadmGid is USA.26_1",
 "GadmGid is USA.14_1",
 "GadmGid is USA.36_1",
 "GadmGid is USA.39_1",
 "GadmGid is USA.21_1",
 "GadmGid is USA.16_1",
 "GadmGid is USA.8_1",
 "GadmGid is USA.31_1"
 ]
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000603-230828120925497/datasets/export for details.
DOI: 10.15468/dl.96guzn
title: Occurrence Download

description: A dataset containing 146932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Euphorbia L."
 ]
}

 The dataset includes 146932 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208241-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7b3htc
title: Occurrence Download

description: A dataset containing 1207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dipodomys nelsoni Merriam, 1907)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1207 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075391-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfax9s
title: Occurrence Download

description: A dataset containing 61739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fabronia pusilla Raddi, Fagopyrum esculentum Moench, Falcaria lacertinaria (Linnaeus, 1758))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 61739 records from 289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318147-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vpcv2
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Telosticta santubong Dow & Orr, 2012)"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010601-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9hadk
title: Occurrence Download

description: A dataset containing 28921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is naturgucker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phasianus colchicus Linnaeus, 1758",
 "Year 2000-2023"
 ]
}

 The dataset includes 28921 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066142-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2z6sj4
title: Occurrence Download

description: A dataset containing 1565 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microtus chrotorrhinus (Miller, 1894)"
 ]
}

 The dataset includes 1565 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088061-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3xsaq
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cytospora ceratophora (Tul. & C.Tul.) Sacc.",
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 46 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108728-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dueeyg
title: Occurrence Download

description: A dataset containing 2144247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus ilex L., Pinus sylvestris L., Betula pendula Roth, Fagus sylvatica L.)",
 "HasCoordinate is true",
 {
 "and" : [
 "DecimalLongitude is greater than or equal to -30",
 "DecimalLongitude is less than or equal to 60",
 "DecimalLatitude is greater than or equal to 30",
 "DecimalLatitude is less than or equal to 90"
 ]
 }
 ]
}

 The dataset includes 2144247 records from 1439 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318166-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17763896
title: Student Grade Dataset in Computer Science Course

description: This dataset presents student academic performance records across multiple semesters and courses in a Computer Science program. It includes detailed information on individual students’ scores for assignments, midterm exams, and final exams, along with their letter grades, semester GPA, and pass/fail status. The data spans several key courses such as Algorithm & Programming, Program Design Methods, Data Structures, Scientific Computing, and Algorithm Design and Analysis, covering semesters like 2210, 2220, 2310, and 2320.
DOI: 10.5281/zenodo.17763897
title: Student Grade Dataset in Computer Science Course

description: This dataset presents student academic performance records across multiple semesters and courses in a Computer Science program. It includes detailed information on individual students’ scores for assignments, midterm exams, and final exams, along with their letter grades, semester GPA, and pass/fail status. The data spans several key courses such as Algorithm & Programming, Program Design Methods, Data Structures, Scientific Computing, and Algorithm Design and Analysis, covering semesters like 2210, 2220, 2310, and 2320.
DOI: 10.15468/dl.63qkga
title: Occurrence Download

description: A dataset containing 19972 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gunnera tinctoria"
 ]
}

 The dataset includes 19972 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015757-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uf4uk
title: Occurrence Download

description: A dataset containing 8001 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 59.085278",
 "DecimalLatitude is less than or equal to 64.085278",
 "DecimalLongitude is greater than or equal to -50.0",
 "DecimalLongitude is less than or equal to -45.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 8001 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015759-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cj63ss
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caecilia orientalis"
 ]
}

 The dataset includes 122 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015760-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17753230
title: Topological data analysis of pediatric heart rate variability

description: This is the first public release (v1.0.0) of the TDA-HRV-Development repository. It includes a fully structured dataset and analysis workflow for the study:

>Domínguez-Monterroza A., Mateos-Caballero A., Jiménez-Martín A. "Age-dependent patterns of cardiac complexity unveiled by topological data analysis of pediatric heart rate variability". PLOS ONE, 20(11): e0337620. https://doi.org/10.1371/journal.pone.0337620

Funding: This paper was supported by the grants PID2021-122209OB-C31, RED2022-134540-T and PID2024-155179NB-C22 funded by MICIU/AEI/10.13039/501100011033.

Included in this release:



Metadata: patient-info.csv (derived from original PhysioNet headers)

Processed features: tda_dim1_features.csv

Raw data pointer to PhysioNet (not redistributed)

Full analysis notebooks:



Notebook_00_Parameters_Embedding

Notebook_01_Preprocessing_of_HRV_Time_Series

Notebook_02_Topological_Feature_Extraction

Notebook_03_HRV_Conventional_Analysis



Statistical analysis script (stats_analysis.py)

Documentation and folder-level READMEs

Final repository structure aligned with FAIR principles


This paper was supported by the grants PID2021-122209OB-C31, RED2022-134540-T and PID2024-155179NB-C22 funded by MICIU/AEI/10.13039/501100011033.

 



Data Sources




1. PhysioNet – RR Interval Time Series from Healthy Subjects




Dataset: RR Interval Time Series from Healthy Subjects

URL: https://physionet.org/content/rr-interval-healthy-subjects/1.0.0/

Subjects: 147 healthy individuals (ages 1 month to 55 years)

Notes: Signals include artifact filtering (original study)