cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18710/xq81wh
title: Replication Data for: "Vortex structures under dimples and scars in turbulent free-surface flows" (PART 1/4)

description: This data archive (along with parts 2-4) contains simulation data for direct numerical simulations of isotropic turbulence interacting with a free surface, for different Reynolds numbers and Weber numbers. The data is generated by computing time evolution of the incompressible Navier-Stokes equations and continuity equation on a three-dimensional domain, which is periodic in horizontal directions, restricted from above by a deformable free surface (resolved by the kinematic and dynamic boundary conditions on a surface-adhering grid) and below by a free-slip boundary. Turbulence is generated by linear forcing in the centre of the domain. 

For more detail on the simulations, parameters and flow problem, see the research article "Vortex structures under dimples and scars in turbulent free-surface flows", by Aarnes, JR, Babiker, O, Xuan, A, Shen, Lian, and Ellingsen, SA, in the Journal of Fluid Mechanics (2025).

The data archive is split over four different repositories (case details in Aarnes et al., 2025).):
Part 1: Data for case 1, Re = 2500, We = infinity. (doi.org/10.18710/XQ81WH)
Part 2: Data for case 2, Re = 2500, We = 20. (doi.org/10.18710/MBK9JF)
Part 3: Data for case 3, Re = 2500, We = 10. (doi.org/10.18710/PN7DZA)
Part 4: Data for cases 4-6, Re = 1000, We = infinity, 20, 10. (doi.org/10.18710/UAT043)

Each archive also contains the same readme file with instruction on how to get started and a data loader script which can read the binary files which the .tar-files contain.

Due to storage limitations, only data for the upper part of the flow is included in this data archive. The thickness of the upper part is two times the viscous boundary layer. Moreover, the data is limited to approximately half of each time series, also to limit the storage requirement.
DOI: 10.18710/xq81wh/oarwom
title: re2500weInf_02.tar
DOI: 10.18710/7pe8q9/atwqmr
title: CAGE_22-6_0190-0194_HH.zip
DOI: 10.18710/7pe8q9/zmsvib
title: CAGE_22-6_0160-0164_HH.zip
DOI: 10.18710/ib7llw/shl9wx
title: Table_S06.txt
DOI: 10.18710/iydi4o/uiny5k
title: Data complilation Westgård et al., 2025.xlsx
DOI: 10.18710/j1k5xq/7l2fmi
title: 20241029_HOP_REDOBS_gal.txt
DOI: 10.18710/j1k5xq/fjx420
title: 20241224_HOP_REDOBS_gal.txt
DOI: 10.15468/dl.j6jydc
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acheilognathus koreensis Kim & Kim, 1990"
 ]
}

 The dataset includes 618 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018784-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gp5xsp
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus suckleyi Greene, 1860",
 "Geometry POLYGON((-116.10 44.79,-116.10 46.32,-112.66 46.32,-112.66 44.79,-116.10 44.79))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072420-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6264zt
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Paraguay",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cerdocyon thous (Linnaeus, 1766)"
 ]
}

 The dataset includes 84 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064813-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5l5eg
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrmorchilus strigilatus strigilatus"
 ]
}

 The dataset includes 34 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018791-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z1ojot
title: Occurrence Download

description: A dataset containing 9136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "DatasetKey is “Endemic Species Research Institute Moth Survey” Dataset"
 ]
}

 The dataset includes 9136 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072422-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t5yv9
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tillandsia bulbosa Hook."
 ]
}

 The dataset includes 242 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015570-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bquriq
title: Occurrence Download

description: A dataset containing 1398 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viburnum betulifolium Batalin"
 ]
}

 The dataset includes 1398 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018791-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxocii
title: Occurrence Download

description: A dataset containing 1427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus pennisetiformis Steud.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1427 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072423-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7qlco
title: Occurrence Download

description: A dataset containing 1121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asclepias incarnata L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1121 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018796-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pytkp
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lathyrus amphicarpos L."
 ]
}

 The dataset includes 393 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021394-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4itdrw
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus suckleyi Greene, 1860",
 "Geometry POLYGON((-116.10 44.79,-116.10 46.32,-112.66 46.32,-112.66 44.79,-116.10 44.79))",
 "HasGeospatialIssue is false",
 "StateProvince is idaho"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072424-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btrepp
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Formicivora grantsaui Gonzaga, Carvalhaes & Buzzetti, 2007"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018797-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jk43a7
title: Occurrence Download

description: A dataset containing 677 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chalcides sepsoides (Audouin, 1829)"
 ]
}

 The dataset includes 677 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019424-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96arah
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Raffaelea quercivora Kubono & Shin.Ito"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072427-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqfb9s
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sakesphorus cristatus (Wied-Neuwied, 1831)"
 ]
}

 The dataset includes 100 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018803-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgyl3j
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudorhipsalis alata (Sw.) Britton & Rose"
 ]
}

 The dataset includes 33 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072437-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bc5k8v
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptomeria dielsiana Pilg."
 ]
}

 The dataset includes 10 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174564-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkpsps
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Gossypium mustelinum Miers ex Watt",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018806-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xe2rdm
title: Occurrence Download

description: A dataset containing 1161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen, Fossil, Living Specimen, Occurrence evidence)",
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-10.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Malus domestica (Suckow) Borkh.",
 "Year 2010-2023"
 ]
}

 The dataset includes 1161 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017485-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzj9b8
title: Occurrence Download

description: A dataset containing 3266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix polaris Wahlenb."
 ]
}

 The dataset includes 3266 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072439-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3ofu6
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Barjonia cymosa E.Fourn.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008561-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6s3mj
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Austria",
 "TaxonKey is Micropterix aruncella (Scopoli, 1763)"
 ]
}

 The dataset includes 213 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019418-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8rht4
title: Occurrence Download

description: A dataset containing 355 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Collinsia torreyi var. wrightii (S.Watson) I.M.Johnst."
 ]
}

 The dataset includes 355 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072440-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzdms5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia truncata Luer"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174567-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2r49xm
title: Occurrence Download

description: A dataset containing 1092 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silphium perfoliatum L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 1092 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018807-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kubzv
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malmea obovata R.E.Fr."
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174565-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.097gyx
title: Occurrence Download

description: A dataset containing 2378 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brosimum guianense (Aubl.) Huber"
 ]
}

 The dataset includes 2378 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072447-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etxqof
title: Occurrence Download

description: A dataset containing 2355 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Cassia obtusifolia L.",
 "TaxonKey is Artocarpus altilis (Parkinson) Fosberg",
 "TaxonKey is Casimiroa edulis La Llave & Lex.",
 "TaxonKey is Balanites aegyptiaca (L.) Delile",
 "TaxonKey is Boscia senegalensis Lam.",
 "TaxonKey is Carissa spinarum L.",
 "TaxonKey is Carica papaya L.",
 "TaxonKey is Chrysophyllum cainito L.",
 "TaxonKey is Basella alba L.",
 "TaxonKey is Artocarpus heterophyllus Lam.",
 "TaxonKey is Canarium madagascariense Engl.",
 "TaxonKey is Brassica carinata A.Braun",
 "TaxonKey is Celosia argentea L."
 ]
 },
 "Geometry POLYGON((-26.850585 17.266727,-21.401367 20.220965,-17.446289 24.206889,-14.985351 26.313112,-13.359375 27.916766,-10.634765 29.458731,-10.458984 32.212801,-7.910156 35.101934,-6.525878 35.889050,-5.009765 36.102376,-2.570800 35.764343,-0.922851 36.191092,1.801757 36.967449,3.493652 37.405073,6.613769 37.561996,9.206542 37.735969,11.623535 37.666429,11.843261 36.862042,11.887207 35.817813,11.997070 34.705493,12.502441 33.961586,13.754882 33.413102,16.523437 32.787274,19.599609 32.676372,20.061035 33.284619,23.664550 33.906895,25.773925 32.528289,28.300781 31.989441,29.355468 32.249974,31.992187 31.989441,33.706054 32.008075,34.145507 31.494261,34.343261 30.977609,34.552001 30.297017,34.859619 29.343875,34.595947 28.420391,34.497070 28.139815,34.442138 27.625140,34.793701 26.293415,35.760498 24.686952,36.309814 23.976214,37.133789 22.238259,38.034667 20.210656,38.770751 18.354525,39.605712 17.109292,41.462402 15.707662,43.813476 12.082295,48.054199 11.652236,50.207519 12.060809,51.394042 12.211180,52.250976 9.990490,52.009277 7.732765,52.294921 -2.986927,57.832031 -15.368949,59.611816 -20.488773,53.261718 -26.588527,42.802734 -32.916485,26.894531 -35.029996,17.490234 -36.456636,15.908203 -33.797408,11.074218 -22.917922,4.042968 -11.695272,-12.304687 4.214943,-27.246093 13.068776,-26.850585 17.266727))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 2355 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018816-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afb9fr
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xylosma serratum Sw."
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072448-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zuy88
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lupinus christinae A.Heller"
 ]
}

 The dataset includes 28 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174568-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a56vze
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1998-2018",
 "TaxonKey is Guibourtia coleosperma (Benth.) J.Léonard"
 ]
}

 The dataset includes 36 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018816-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bai2n3
title: Occurrence Download

description: A dataset containing 1453 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Composición florística y estructura de una parcela permanente en bosques secos tropicales de afloramiento rocoso del Parque Nacional Natural El Tuparro"
 ]
}

 The dataset includes 1453 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072454-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxrpb4
title: Occurrence Download

description: A dataset containing 177882 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-103.44212 20.02061,-102.65228 20.02061,-102.65228 20.43698,-103.44212 20.43698,-103.44212 20.02061))"
 ]
}

 The dataset includes 177882 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174519-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8cyn2
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miconia learigida R.Goldenb."
 ]
}

 The dataset includes 93 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174566-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhqcaf
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudoseisura cristata (Spix, 1824)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 99 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018817-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khty0m
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Synallaxis hellmayri Reiser, 1905",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018819-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yof2rq
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerodramus bartschi (Mearns, 1909)"
 ]
}

 The dataset includes 240 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000220-150304104939900/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2u556y
title: Occurrence Download

description: A dataset listing the 3761 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is TWN.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2021-2022"
 ]
}

 The dataset's 3761 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174521-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.