cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gbadc8
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynometra capuronii Du Puy & R.Rabev."
 ]
}

 The dataset includes 41 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015648-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1981940/2362531
title: Data for EMSL Project 48703 from April 2020
DOI: 10.15468/dl.42s2sv
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sinojackia rehderiana Hu"
 ]
}

 The dataset includes 54 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018769-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzjpzm
title: Occurrence Download

description: A dataset containing 10445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Perciformes",
 "Geometry POLYGON((-65.214843 -15.114552,-63.632812 -13.923403,-59.414062 -13.239945,-56.25 -12.211180,-52.382812 -11.523087,-40.605468 -12.726084,-36.738281 -21.125497,-39.023437 -27.527758,-46.40625 -32.101189,-50.097656 -34.885930,-59.414062 -36.173356,-70.664062 -24.846565,-70.3125 -19.145168,-70.3125 -19.145168,-70.3125 -19.145168,-65.214843 -15.114552))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10445 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013412-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1981906/2362532
title: Data for EMSL Project 48703 from April 2020
DOI: 10.15468/dl.ks784e
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma masukuense (Baker) Desc., 1960"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015638-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udpqmh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sinojackia sarcocarpa L.Q.Luo"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018771-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1981849/2362533
title: Data for EMSL Project 48703 from April 2020
DOI: 10.15468/dl.ksyb5q
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynometra aurita R.Vig."
 ]
}

 The dataset includes 109 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015634-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsyy6p
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eulophia gracilis Lindl."
 ]
}

 The dataset includes 283 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048998-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1981905/2362534
title: Data for EMSL Project 48703 from April 2020
DOI: 10.15468/dl.bbozmk
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pierrebraunia"
 ]
}

 The dataset includes 18 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013413-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1981842/2362535
title: Data for EMSL Project 48703 from April 2020
DOI: 10.15468/dl.kaun56
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynometra congensis De Wild."
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015661-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqxsdx
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Afroaster pleiocephalus (Harv.) J.C.Manning & Goldblatt"
 ]
}

 The dataset includes 108 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018745-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1981845/2362536
title: Data for EMSL Project 48703 from April 2020
DOI: 10.15468/dl.f4opsh
title: Occurrence Download

description: A dataset containing 21377 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes aegypti (Linnaeus, 1762)"
 ]
}

 The dataset includes 21377 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013414-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjw76c
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynometra bourdillonii Gamble"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015639-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1981878/2362537
title: Data for EMSL Project 48703 from April 2020
DOI: 10.15468/dl.t2q88t
title: Occurrence Download

description: A dataset containing 7492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia spinosa L.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 7492 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018717-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wb8o8u
title: Occurrence Download

description: A dataset containing 844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cordia trichotoma (Vell.) Arráb. ex Steud.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 844 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013414-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1981915/2362538
title: Data for EMSL Project 48703 from April 2020
DOI: 10.15468/dl.cqp6wj
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma montanum Wild & R.B.Drumm."
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015659-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfnvy4
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia petrophila C.A.Mey.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 295 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018668-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1981931/2362539
title: Data for EMSL Project 48703 from April 2020
DOI: 10.15468/dl.iyfbtj
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Kuwait",
 "Country is Saudi Arabia"
 ]
 },
 "TaxonKey is Panicum antidotale Retz."
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013414-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt8k2v
title: Occurrence Download

description: A dataset containing 2566 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 Anolis equestris Merrem, 1820"
 ]
}

 The dataset includes 2566 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089658-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1981929/2362540
title: Data for EMSL Project 48703 from April 2020
DOI: 10.15468/dl.mjamgb
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Celosia argentea L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 251 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018729-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tejzug
title: Occurrence Download

description: A dataset containing 234905 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Romania"
 ]
}

 The dataset includes 234905 records from 496 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013415-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1981889/2362541
title: Data for EMSL Project 48703 from April 2020
DOI: 10.15468/dl.5kaa9c
title: Occurrence Download

description: A dataset containing 50 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 Leptophis nebulosus Oliver, 1942"
 ]
}

 The dataset includes 50 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089657-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7pz3a
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Periclimenes portoricensis Schmitt, 1933"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018754-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1981953/2362542
title: Data for EMSL Project 48703 from April 2020
DOI: 10.15468/dl.levhyh
title: Occurrence Download

description: A dataset containing 3243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anadenanthera colubrina (Vell.) Brenan",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 3243 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013420-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v0chyc
title: Occurrence Download

description: A dataset containing 45947207 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Australia",
 "Year 1960-2019",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 45947207 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002969-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnuqyg
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasylirion simplex Trel."
 ]
}

 The dataset includes 27 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002983-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.v5t31i
title: Dataset for article “Polycyclic aromatic hydrocarbons in the Murchison meteorite record evidence for interstellar progenitors and protosolar disk chemistry”

description: The dataset consists of machine-readable RAW files (the primary data product of the Q Exactive mass spectrometer), FT STATISTIC input (‘reference’) files used in the Fast Fourier Transform conversion of RAW files to human-readable files via the Thermo Fisher Scientific FT STATISTIC software, and the FT STATISTIC-converted and exported TXT files, which can be opened in Excel, MATLAB, or any other program capable of ingesting TXT files. RAW files can be opened to view the analyses’ chromatograms and mass spectra using the Thermo program Xcalibur, available with any Thermo Fisher Scientific mass spectrometer. Isotopologue data can also be extracted from RAW files using the Thermo Fisher Scientific software IsoX, which was specifically designed for use with Orbitrap RAW files. A freeware, web-based version of IsoX (IsoXL) is available in demo form at https://isoorbi.isoverse.org/articles/isoxl_demo.html. Note that we do not maintain the IsoXL code, nor have we tested its functionalities with this dataset.
DOI: 10.15468/dl.fqx55a
title: Occurrence Download

description: A dataset containing 1997540 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boraginaceae"
 ]
}

 The dataset includes 1997540 records from 1602 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002951-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gtgzd
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "TaxonKey is Oryza sativa L."
 ]
}

 The dataset includes 38 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046342-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a332n3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salsola sericea Aiton",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046343-250525065834625/datasets/export for details.
DOI: 10.15468/dl.meckrn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salsola sericea Aiton",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046344-250525065834625/datasets/export for details.
DOI: 10.15468/dl.hkqs5d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salsola sericea Aiton",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046345-250525065834625/datasets/export for details.
DOI: 10.15468/dl.s5tndt
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insecta (Hymenoptera, Hemiptera, Coleoptera) of biological reserve of republican significance Podsady, Minsk region, Belarus"
 ]
}

 The dataset includes 67 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046346-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spa2cs
title: Occurrence Download

description: A dataset containing 1725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-20000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anolis fuscoauratus D'Orbigny, 1837"
 ]
}

 The dataset includes 1725 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046347-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12166288
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.5kcwbq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salsola sericea Aiton",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046348-250525065834625/datasets/export for details.
DOI: 10.25345/c5h12vm2n
title: MassIVE MSV000098197 - 20250614_Dataset_Zonnequin_et_al_brownAlgae_Copper
title: Algae are fundamental to the health of aquatic ecosystems, forming intricate symbiotic relationships with microbes to create a dynamic molecular network known as the algal holobiont. These interconnected systems are susceptible to environmental stressors, particularly metal contamination such as copper. Despite their importance, the effects of heavy metals on algae and their microbial partners remain largely underexplored. This study investigates the consequences of copper stress on two brown algae from the Ectocarpales clade: the free-living Ectocarpus and the endophytic Laminarionema elsbetiae.
DOI: 10.15468/dl.gg47vu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salsola sericea Aiton",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046350-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29321372
title: Faith Fitness and Technology data files

description: Grounded in the Technology Acceptance Model (TAM), this pilot study examines the adoption, beliefs, and motivations surrounding consumer wearables for health management among African American church leaders and college students.Results revealed that church leaders had higher odds of wearable adoption compared to students, contrary to expectations. Primary motivations included increasing physical activity (55% of leaders, 27% of students) and tracking health information. Both groups primarily used devices to monitor steps, workouts, and heart rate. While students demonstrated greater awareness of specific health-related attributes, both groups showed similar overall perceived knowledge of wearable benefits. Age negatively influenced adoption likelihood, while gender and sample group significantly affected non-users' willingness to adopt wearables.