cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17107581
title: The velocity field of the Scorpius-Centaurus OB association

description: General information

The maps in this record are the posterior mean and standard deviations for the stellar velocity field of Sco-Cen as published in Hutschenreuter et al. (https://arxiv.org/abs/2509.13607)

Please note that these files are preliminary and might be updated upon acceptance of the above preprint! 

The latent samples and computational model will be published here upon acceptance of the manuscript.  This will also allow the calculation of power spectrum and noise estimation posterior.

Illustrations of the maps can be found at https://shutsch.github.io/sco_cen_data.html.

File Description

The maps are published in hdf5 format, see https://docs.h5py.org/en/stable/index.html for details. 

All quantities are expressed in heliocentric Galactic Cartesian coordinates x, y, z on a 70 × 70 ×50 grid with voxel size 3^3 pc^3, anchored at (x_o, y_o, z_o) = (−5, −190, −65) pc. Vector fields will have the shape (3, 70, 70, 50), scalar fields (70, 70, 50).

The velocity fields are expressed in km/s the barycentric reference frame, in order to a convert to a Sco-Cen frame subtract the field with (v_x,sc, v_y,sc, v_z,sc) = (−6.2, −20.0, −5.4) km/s. 

The derivative fields are reference frame independent and in units of 1/Myr.

The flow related files contains two hdf5-data sets called mean and std, containing the posterior mean and standard deviation, respectively. 

Additionally, we publish boolean stellar density based masks, which we use as a proxy for the boundary of Sco-Cen.  See the paper for a detailed description on their definition.

Summary



main field:



v_field_main.h5: Containg the maps of the main velocity field  

divergence_main.h5: Containg the maps of the main divergence field  

vorticity_main.h5: Containg the maps of the main vorticity field  

density_mask_main: Containing the boolean mask for the main field



secondary field:



v_field_us.h5: Containg the maps of the secondary velocity field  

divergence_us.h5: Containg the maps of the secondary divergence field  

vorticity_us.h5: Containg the maps of the secondary vorticity field  

density_mask_us: Containing the boolean mask for the secondary field
DOI: 10.15468/dl.uyr96n
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura innoxia",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 97 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019309-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzsywy
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Austromacoma nymphalis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019312-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prne7c
title: Occurrence Download

description: A dataset containing 450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura innoxia",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 450 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019311-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17160528
title: Bucaramanga Air Quality Data for Cannonical Correlation Analysis

description: Full Changelog: https://github.com/udes-catalog/CCA-AirQuality-Bucaramanga/commits/0.1-doi
DOI: 10.5281/zenodo.17160529
title: Bucaramanga Air Quality Data for Cannonical Correlation Analysis

description: Full Changelog: https://github.com/udes-catalog/CCA-AirQuality-Bucaramanga/commits/0.1-doi
DOI: 10.15468/dl.yg8qbz
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis secundus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 279 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019313-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xhvq7
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Austropetaliidae"
 ]
}

 The dataset includes 259 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019314-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdf32m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura innoxia",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019315-250914085247600/datasets/export for details.
DOI: 10.15468/dl.5wtjbz
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctalus plancyi",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 38 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019317-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sm2yp6
title: Occurrence Download

description: A dataset containing 713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bosemprella incarnata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 713 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019316-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wbspx
title: Occurrence Download

description: A dataset containing 435287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bromus briziformis, Ehrharta longiflora, Eragrostis cumingii, Eragrostis lehmanniana, Eriochloa fatmensis, Festuca valesiaca, Garnotia stricta, Gastridium phleoides, Hemarthria altissima, Holcus mollis, Hordeum marinum, Imperata brasiliensis, Leymus angustus, Luziola subintegra, Microlaena stipoides, Nassella manicata, Oplismenus undulatifolius, Paspalum quadrifarium, Cenchrus, Pennisetum glaucum)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 435287 records from 1497 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019290-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afgd7f
title: Occurrence Download

description: A dataset containing 4053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Botrypus virginianus (L.) Michx.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 4053 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271023-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snz4zx
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((79.11537 40.7355,90.60472 40.7355,90.60472 47.28006,79.11537 47.28006,79.11537 40.7355))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Salix alatavica Kar. & Kir. ex Stschegl."
 ]
}

 The dataset includes 70 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016127-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cna7es
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia cassythoides Boiss."
 ]
}

 The dataset includes 70 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018916-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzz94g
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 - Timor-Leste"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206905-210914110416597/datasets/export for details.
DOI: 10.15468/dl.5wv4bb
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton kerrii Airy Shaw"
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018960-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch6d5j
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Myotis leibii (Audubon & Bachman, 1842)"
 ]
}

 The dataset includes 328 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206888-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4qb63
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.15_1, CHN.31_1, CHN.1_1, CHN.24_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Sedum kiangnanense D.Q.Wang & Z.F.Wu, Rubus spananthus Ze M.Wu & Z.L.Cheng, Daphne jinzhaiensis D.C.Zhang & J.Z.Shao, Silene qiyunshanensis X.H.Guo & X.L.Liu, Lysimachia tianmaensis Kun Liu, S.B.Zhou & Ying Wang)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031009-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5gncp
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Botrychium mormo W.H.Wagner",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271014-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9w6eaz
title: Occurrence Download

description: A dataset containing 977 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptobatrachus Ruthven, 1916"
 ]
}

 The dataset includes 977 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018952-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9etuw
title: Occurrence Download

description: A dataset containing 1329 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elephantorrhiza Benth."
 ]
}

 The dataset includes 1329 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206893-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyhayh
title: Occurrence Download

description: A dataset containing 23281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is UWBM Invertebrate Paleontology Collection"
 ]
}

 The dataset includes 23281 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046864-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grxct3
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
 },
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Geokichla citrina (Latham, 1790)",
 "Year 1972-2022"
 ]
}

 The dataset includes 414 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279525-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ah7ygu
title: Occurrence Download

description: A dataset containing 6416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coffea arabica L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6416 records from 323 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037120-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z52ep8
title: Occurrence Download

description: A dataset containing 1759 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paloue Aubl."
 ]
}

 The dataset includes 1759 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206898-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzed9m
title: Occurrence Download

description: A dataset containing 82755916 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 82755916 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016071-240425142415019/datasets/export for details.
DOI: 10.15468/dl.5fwexs
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 - Iran"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206899-210914110416597/datasets/export for details.
DOI: 10.15468/dl.yr7nv4
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.15468 37.3078,-6.44119 37.06813,-6.52714 36.78183,-6.38389 36.3792,-6.24063 36.15975,-5.91114 36.03242,-5.45272 35.99766,-5.30947 36.11347,-5.29514 36.30997,-5.12323 36.42532,-4.73644 36.47141,-4.52156 36.52899,-4.36398 36.7933,-4.44993 37.04527,-4.8797 37.22799,-5.23784 37.41028,-5.71058 37.51262,-6.15468 37.3078))",
 "HasGeospatialIssue is false",
 "TaxonKey is Ononis viscosa L."
 ]
}

 The dataset includes 69 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007546-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76eret
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 - Switzerland"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206914-210914110416597/datasets/export for details.
DOI: 10.15468/dl.gvpppx
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 1070.0-1000000.0",
 "Geometry POLYGON((-148.12288 10.84713,-62.15165 10.84713,-62.15165 59.82915,-102.61306 60.10675,-148.12288 59.82915,-148.12288 10.84713))",
 "TaxonKey is Lepidium draba L."
 ]
}

 The dataset includes 45 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007281-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zds25
title: Occurrence Download

description: A dataset containing 105654 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Occurrence evidence"
 ]
 },
 {
 "or" : [
 "Country is Canada",
 "Country is United States of America"
 ]
 },
 "Geometry POLYGON((-141.9873 31.77246,-102.78809 31.77246,-102.78809 62.18262,-141.9873 62.18262,-141.9873 31.77246))",
 "OccurrenceStatus is Present",
 "TaxonKey is Oncorhynchus kisutch (Walbaum, 1792)"
 ]
}

 The dataset includes 105654 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206954-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bu5h72
title: Occurrence Download

description: A dataset containing 61006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.49678 36.66052,-5.82026 35.98424,-5.13122 35.99438,-4.21667 36.78103,-5.34419 37.26115,-6.49678 36.66052))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 61006 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007568-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fysjya
title: Occurrence Download

description: A dataset containing 11214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enterolobium Mart."
 ]
}

 The dataset includes 11214 records from 440 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206911-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bczw3n
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton priscus Croizat"
 ]
}

 The dataset includes 85 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018927-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u73ceq
title: Occurrence Download

description: A dataset containing 23699 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galega Tourn. ex L."
 ]
}

 The dataset includes 23699 records from 466 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206943-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.238s94
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Lao People’s Democratic Republic",
 "OccurrenceStatus is Present",
 "TaxonKey is Asplenium L."
 ]
}

 The dataset includes 108 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262463-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.753gnt
title: Occurrence Download

description: A dataset containing 61635 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes aegypti (Linnaeus, 1762)"
 ]
}

 The dataset includes 61635 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087647-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48mjb9
title: Occurrence Download

description: A dataset containing 3902 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa flexuosa Sm."
 ]
}

 The dataset includes 3902 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087649-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zn9h2v
title: Occurrence Download

description: A dataset containing 1367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lebanon",
 "TaxonKey is Triticum L."
 ]
}

 The dataset includes 1367 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287603-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.