cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17101815
title: Government Policy, Higher Education, and Green Entrepreneurial Intention: The Mediating Role of Entrepreneurial Self-Efficacy in Nigeria, Ghana, and South Africa

description: This dataset contains anonymized, replication-ready survey responses (N = 1,046) used in the study of government policy, higher education mechanisms, entrepreneurial self-efficacy, and green entrepreneurial intention across Nigeria, Ghana, and South Africa. The dataset includes demographic variables (country, gender, age group, university type, and mode of study) and 26 Likert-scale items across four constructs:





Government Policy Support (6 items)




Higher Education Exposure (7 items)




Entrepreneurial Self-Efficacy (8 items)




Green Entrepreneurial Intention (5 items)



A codebook is provided to describe all variables and items in detail. The dataset is anonymized to protect respondent confidentiality and formatted for replication purposes. It is intended to facilitate transparency, reproducibility, and future research on green entrepreneurship and ecosystem development in Africa.
DOI: 10.5281/zenodo.17101814
title: Government Policy, Higher Education, and Green Entrepreneurial Intention: The Mediating Role of Entrepreneurial Self-Efficacy in Nigeria, Ghana, and South Africa

description: This dataset contains anonymized, replication-ready survey responses (N = 1,046) used in the study of government policy, higher education mechanisms, entrepreneurial self-efficacy, and green entrepreneurial intention across Nigeria, Ghana, and South Africa. The dataset includes demographic variables (country, gender, age group, university type, and mode of study) and 26 Likert-scale items across four constructs:





Government Policy Support (6 items)




Higher Education Exposure (7 items)




Entrepreneurial Self-Efficacy (8 items)




Green Entrepreneurial Intention (5 items)



A codebook is provided to describe all variables and items in detail. The dataset is anonymized to protect respondent confidentiality and formatted for replication purposes. It is intended to facilitate transparency, reproducibility, and future research on green entrepreneurship and ecosystem development in Africa.
DOI: 10.15468/dl.g6j5b4
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anomia cytaeum"
 ]
}

 The dataset includes 116 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054086-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.964eef
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phrurotimpus illudens"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054091-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.athxdb
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pimelodus pantaneiro)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 110 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054088-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey6346
title: Occurrence Download

description: A dataset listing the 346 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.2.77_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 346 records were derived from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054066-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14190699
title: R code and data for "Intraspecific and intraindividual trait variability decrease with tree species richness in a subtropical tree diversity experiment"

description: R codes and dataset for tha statistical analyses and production of figures in "Intraspecific and intraindividual trait variability decrease with tree species richness in a subtropical tree diversity experiment" by Castro Sánchez-Bermejo et al.
DOI: 10.5281/zenodo.17102138
title: R code and data for "Intraspecific and intraindividual trait variability decrease with tree species richness in a subtropical tree diversity experiment"

description: R codes and dataset for tha statistical analyses and production of figures in "Intraspecific and intraindividual trait variability decrease with tree species richness in a subtropical tree diversity experiment" by Castro Sánchez-Bermejo et al.
DOI: 10.34740/kaggle/dsv/13032442
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.34740/kaggle/dsv/13032460
title: Balochi Language to English Translation Dataset
DOI: 10.6084/m9.figshare.29412330
title: The benefit of bilateral cochlear implants in adults with bilateral sensorineural hearing loss: a systematic review and meta-analysis

description: To perform a systematic literature review (SLR) on hearing and quality-of-life (QoL) benefits of bilateral versus unilateral cochlear implants (CIs) in adults with sensorineural hearing loss (SNHL), and to quantify benefits through a meta-analysis when feasible. Embase, MEDLINE, and Cochrane were searched from January 2005–June 2022. Eligible studies presented effectiveness of CIs and/or QoL of adult CI users. Articles that presented numerical point estimates for, or numerical difference between, bilateral and unilateral CI, and measures of uncertainty were considered for meta-analysis, with data analyzed using fixed- and random-effects models. Thirty-five articles were included. There was a trend of significant improvement with bilateral CIs in sound localization and binaural redundancy. A meta-analysis confirmed statistically significant benefits in speech perception (in quiet, 12.6 percentage point [95% confidence interval: 7.1, 18.1] improvement; in noise, improvement in speech reception threshold of 1.5 dB signal-to-noise ratio [–1.5 dB; 95% confidence interval: −2.5, −0.4]). There were beneficial trends of bilateral CIs regarding head-shadow effect and binaural release from masking. Significant improvements in hearing-specific QoL were observed; generic QoL was mostly unchanged. Bilateral CIs provide audiological benefit over unilateral CI, resulting in hearing-specific QoL improvements. Lack of changes in generic QoL may reflect that instrument domains are insensitive to hearing-related changes when going from unilateral to bilateral CIs. Meta-analyses could not be performed for all hearing and QoL outcomes owing to variability in methodologies across studies. These findings should be used to inform clinical decision-making to ensure the best outcomes for adults with bilateral SNHL.
DOI: 10.6084/m9.figshare.29412330.v1
title: The benefit of bilateral cochlear implants in adults with bilateral sensorineural hearing loss: a systematic review and meta-analysis

description: To perform a systematic literature review (SLR) on hearing and quality-of-life (QoL) benefits of bilateral versus unilateral cochlear implants (CIs) in adults with sensorineural hearing loss (SNHL), and to quantify benefits through a meta-analysis when feasible. Embase, MEDLINE, and Cochrane were searched from January 2005–June 2022. Eligible studies presented effectiveness of CIs and/or QoL of adult CI users. Articles that presented numerical point estimates for, or numerical difference between, bilateral and unilateral CI, and measures of uncertainty were considered for meta-analysis, with data analyzed using fixed- and random-effects models. Thirty-five articles were included. There was a trend of significant improvement with bilateral CIs in sound localization and binaural redundancy. A meta-analysis confirmed statistically significant benefits in speech perception (in quiet, 12.6 percentage point [95% confidence interval: 7.1, 18.1] improvement; in noise, improvement in speech reception threshold of 1.5 dB signal-to-noise ratio [–1.5 dB; 95% confidence interval: −2.5, −0.4]). There were beneficial trends of bilateral CIs regarding head-shadow effect and binaural release from masking. Significant improvements in hearing-specific QoL were observed; generic QoL was mostly unchanged. Bilateral CIs provide audiological benefit over unilateral CI, resulting in hearing-specific QoL improvements. Lack of changes in generic QoL may reflect that instrument domains are insensitive to hearing-related changes when going from unilateral to bilateral CIs. Meta-analyses could not be performed for all hearing and QoL outcomes owing to variability in methodologies across studies. These findings should be used to inform clinical decision-making to ensure the best outcomes for adults with bilateral SNHL.
DOI: 10.15468/dl.3v5fc2
title: Occurrence Download

description: A dataset containing 1414019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.51521 18.50183,-96.88134 18.50183,-96.88134 20.01572,-98.51521 20.01572,-98.51521 18.50183))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1414019 records from 912 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054026-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14608824
title: Some don't like it noisy: shipping noise alters the behaviour and habitat usage of waved whelk (Buccinum undatum, Gastropoda)

description: Among acoustic pollutants, commercial shipping is creating one of the most pervasive underwater man-made noises, doubling in intensity worldwide every decade. Besides marine mammals and fishes, there is now evidence that anthropophony also negatively affect several classes of marine invertebrates. Since laboratory experiments only provide partial answers to the effects of noise on animal ecology, we investigated the influence of shipping noise on the gastropod whelk Buccinum undatum at different spatiotemporal scales. In a sub Arctic Bay, we exposed two distinct acoustic telemetry arrays to contrasting shipping noise intensities, with root-mean-square sound pressure levels (SPLrms) of 99.87 and 124.01 dB re 1 µPa over a 10-days period to evaluate the effect of noise on mobility, habitat usage and distribution of wild specimens. We then exposed individuals to shipping noise at different SPLrms (control/114.62 up to 174.73 dB re 1 µPa) in a large tank over 2 h period to assess finer behavioural changes through accelerometry. Over the long term, acoustic telemetry revealed that individuals exposed to shipping noise had significantly reduced speed of displacement and 21.1% lower daily covered distances. Whelks also exhibited 36.6% smaller habitat usage potential, although they did not display any area avoidance from the polluted site. In laboratory, individuals exposed to the loudest shipping noise were less active than other treatments, with significantly lower overall dynamic body acceleration and shorter moving time. These results demonstrate that over different intensity and time scales, shipping noise negatively affects the locomotor capacity of gastropods, constraining their potential for dispersal with major ecological consequences for local populations. Taking advantage of the remoteness of the study area, we also took the opportunity to shed light on the ecological impact of shipping noise on invertebrate populations poorly adapted to noise in pristine habitats.
DOI: 10.5281/zenodo.14608825
title: Some don't like it noisy: shipping noise alters the behaviour and habitat usage of waved whelk (Buccinum undatum, Gastropoda)

description: Among acoustic pollutants, commercial shipping is creating one of the most pervasive underwater man-made noises, doubling in intensity worldwide every decade. Besides marine mammals and fishes, there is now evidence that anthropophony also negatively affect several classes of marine invertebrates. Since laboratory experiments only provide partial answers to the effects of noise on animal ecology, we investigated the influence of shipping noise on the gastropod whelk Buccinum undatum at different spatiotemporal scales. In a sub Arctic Bay, we exposed two distinct acoustic telemetry arrays to contrasting shipping noise intensities, with root-mean-square sound pressure levels (SPLrms) of 99.87 and 124.01 dB re 1 µPa over a 10-days period to evaluate the effect of noise on mobility, habitat usage and distribution of wild specimens. We then exposed individuals to shipping noise at different SPLrms (control/114.62 up to 174.73 dB re 1 µPa) in a large tank over 2 h period to assess finer behavioural changes through accelerometry. Over the long term, acoustic telemetry revealed that individuals exposed to shipping noise had significantly reduced speed of displacement and 21.1% lower daily covered distances. Whelks also exhibited 36.6% smaller habitat usage potential, although they did not display any area avoidance from the polluted site. In laboratory, individuals exposed to the loudest shipping noise were less active than other treatments, with significantly lower overall dynamic body acceleration and shorter moving time. These results demonstrate that over different intensity and time scales, shipping noise negatively affects the locomotor capacity of gastropods, constraining their potential for dispersal with major ecological consequences for local populations. Taking advantage of the remoteness of the study area, we also took the opportunity to shed light on the ecological impact of shipping noise on invertebrate populations poorly adapted to noise in pristine habitats.
DOI: 10.15468/dl.22xgdw
title: Occurrence Download

description: A dataset containing 89945455 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 89945455 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014369-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xs5ym
title: Occurrence Download

description: A dataset containing 1822 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pouteria glomerata (Miq.) Radlk., Guapeba glomerata (Miq.) Pierre, Labatia glomerata Pohl ex Miq., Lucuma glomerata Miq., Neolabatia glomerata (Miq.) Aubrév., Pouteria glomerata var. typica Baehni, Richardella glomerata (Miq.) Baehni)"
 ]
}

 The dataset includes 1822 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014377-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ct42rn
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Occurrence evidence)",
 "Country is Guatemala",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Zea mays subsp. huehuetenangensis (Iltis & Doebley) Doebley"
 ]
}

 The dataset includes 40 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014379-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pw84a
title: Occurrence Download

description: A dataset containing 1843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Earthworm Research Records (UK)",
 "Geometry POLYGON((-26.49081 46.35022,19.49081 46.35022,19.49081 64.73500,-26.49081 64.73500,-26.49081 46.35022))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is 2013"
 ]
}

 The dataset includes 1843 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014378-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27ech7
title: Occurrence Download

description: A dataset containing 27549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lens culinaris Medik."
 ]
}

 The dataset includes 27549 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014380-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26196983
title: ASA responses Supplemental Tables

description: Supplemental Tables for articles: <b>Genomic and cellular responses to aspirin in colonic organoids from African- and European-Americans</b>
DOI: 10.6084/m9.figshare.24038790
title: A high-resolution dataset for future compound hot-dry events under climate change

description: a compound hot-dry events (CHDEs) dataset was developed from 1980 to 2100 under various socioeconomic scenarios, using the latest NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) dataset. Results show close alignment with estimated values from National Meteorological Information Center (NMIC) daily dataset, both temporally and spatially.
DOI: 10.6084/m9.figshare.24038790.v5
title: A high-resolution dataset for future compound hot-dry events under climate change

description: a compound hot-dry events (CHDEs) dataset was developed from 1980 to 2100 under various socioeconomic scenarios, using the latest NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) dataset. Results show close alignment with estimated values from National Meteorological Information Center (NMIC) daily dataset, both temporally and spatially.
DOI: 10.15468/dl.rhsm8d
title: Occurrence Download

description: A dataset containing 308 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pouteria gomphiifolia (Mart. ex Miq.) Radlk., Gomphiluma gomphiifolia (Mart. ex Miq.) Aubrév., Gomphiluma martiana Baill., Guapeba gomphiifolia (Mart. ex Miq.) Pierre, Lucuma gomphiifolia Mart. ex Miq., Lucuma gomphiifolia var. blepharantha Miq., Pouteria gomphiifolia var. typica Baehni, Lucuma gomphiaefolia Mart. ex Miq., Lucuma gomphiaefolia var. blepharantha Mart.)"
 ]
}

 The dataset includes 308 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014382-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjsuf9
title: Occurrence Download

description: A dataset containing 1165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lens ervoides (Brign.) Grande"
 ]
}

 The dataset includes 1165 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014384-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xquyyb
title: Occurrence Download

description: A dataset containing 534 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pouteria surumuensis Baehni, Pouteria macao Baehni, Richardella macao (Baehni) Aubrév., Richardella surumuensis (Baehni) Aubrév.)"
 ]
}

 The dataset includes 534 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014386-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqvpbw
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pouteria oppositifolia (Ducke) Baehni, Planchonella oppositifolia (Ducke) P.Royen, Syzygiopsis oppositifolia Ducke)"
 ]
}

 The dataset includes 148 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014389-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cykzpv
title: Occurrence Download

description: A dataset containing 468 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Copaifera langsdorffii var. langsdorffii, Copaifera langsdorffii var. laxa (Hayne) Benth.)"
 ]
}

 The dataset includes 468 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014390-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sz3tfk
title: Occurrence Download

description: A dataset containing 384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Solanum agrimonifolium Rydb."
 ]
}

 The dataset includes 384 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014391-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7gxv3
title: Occurrence Download

description: A dataset containing 830514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agrostis stolonifera L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 830514 records from 2502 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014381-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e46sf7
title: Occurrence Download

description: A dataset containing 26641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Vitis vinifera L."
 ]
}

 The dataset includes 26641 records from 547 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007840-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htvezx
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Gymnosphaera capensis (L.fil.) S.Y.Dong"
 ]
}

 The dataset includes 286 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007841-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/scjgck7398.1
title: watermelon data for publication

description: Watermelon data for publication in data in brief