cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18036858
title: Determinants of Artificial Intelligence Adoption among SMEs: Evidence from Indonesia

description: This study investigates the key factors influencing AI adoption among Indonesian SMEs by examining both internal organizational conditions and external environmental pressures. The research established models from prior studies conducted in Malaysia, India, and Thailand which focuses on competitive pressure, top management commitment, employee adaptability, external support, and organizational readiness. Data were collected through a 411 survey data of SME owners and managers in Bekasi and Jakarta TImur, Indonesia, and analyzed using SmartPLS 4.0 to analyze the data. The findings indicate that organizational readiness represents the most influential factor on AI adoption followed by employee adaptability and external support, while competitive pressure and top management commitment were found to have no significant effect. This study extends existing AI adoption literature by providing empirical evidence from Indonesian SME context and offers industry professionals and policymakers seeking ad learn on how to accelerate AI adoption within SMEs.
DOI: 10.5281/zenodo.18036859
title: Determinants of Artificial Intelligence Adoption among SMEs: Evidence from Indonesia

description: This study investigates the key factors influencing AI adoption among Indonesian SMEs by examining both internal organizational conditions and external environmental pressures. The research established models from prior studies conducted in Malaysia, India, and Thailand which focuses on competitive pressure, top management commitment, employee adaptability, external support, and organizational readiness. Data were collected through a 411 survey data of SME owners and managers in Bekasi and Jakarta TImur, Indonesia, and analyzed using SmartPLS 4.0 to analyze the data. The findings indicate that organizational readiness represents the most influential factor on AI adoption followed by employee adaptability and external support, while competitive pressure and top management commitment were found to have no significant effect. This study extends existing AI adoption literature by providing empirical evidence from Indonesian SME context and offers industry professionals and policymakers seeking ad learn on how to accelerate AI adoption within SMEs.
DOI: 10.15468/dl.63zreh
title: Occurrence Download

description: A dataset containing 31999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 31999 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064164-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqkqtt
title: Occurrence Download

description: A dataset containing 31999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 31999 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064165-251120083545085/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.30940946
title: Interventions to prevent noise-induced hearing loss in farmworkers: a scoping review

description: Farmworkers are at increased risk for noise-induced hearing loss. This scoping review aimed to summarise the evidence on interventions to prevent NIHL among farmworkers and to identify gaps and priorities for future research. The review followed Arksey and O’Malley’s scoping review framework and was reported in accordance with PRISMA-ScR guidelines. Twenty-three studies published between 1999 and 2023 met the inclusion criteria. Most (88%) were conducted in the United States. The majority employed educational strategies targeting intent to use hearing protection or self-reported use. Although educational approaches were generally effective, interventions that increased access to hearing protection were linked to higher self-reported use. Nearly half of the studies (n = 11) focused solely on individual-level outcomes. Although most existing NIHL prevention efforts have focused on education, structural approaches appear more promising for sustainable impact.
DOI: 10.6084/m9.figshare.30940946.v1
title: Interventions to prevent noise-induced hearing loss in farmworkers: a scoping review

description: Farmworkers are at increased risk for noise-induced hearing loss. This scoping review aimed to summarise the evidence on interventions to prevent NIHL among farmworkers and to identify gaps and priorities for future research. The review followed Arksey and O’Malley’s scoping review framework and was reported in accordance with PRISMA-ScR guidelines. Twenty-three studies published between 1999 and 2023 met the inclusion criteria. Most (88%) were conducted in the United States. The majority employed educational strategies targeting intent to use hearing protection or self-reported use. Although educational approaches were generally effective, interventions that increased access to hearing protection were linked to higher self-reported use. Nearly half of the studies (n = 11) focused solely on individual-level outcomes. Although most existing NIHL prevention efforts have focused on education, structural approaches appear more promising for sustainable impact.
DOI: 10.6084/m9.figshare.30940951
title: Probabilistic risk analysis for elevated metro rail construction using Monte Carlo simulations

description: Metro rail projects in rapidly urbanizing regions often face schedule delays and cost overruns due to uncertainty and complex risk interactions. This study presents a Monte Carlo simulation–based framework for probabilistic risk analysis in elevated metro rail construction by integrating deterministic scheduling in Primavera P6 with risk modelling in Risk Analyzer. The framework comprises baseline scheduling, uncertainty integration, risk modelling, mitigation planning, and sensitivity analysis. A baseline schedule of 711 days with an estimated cost of ₹2,598.8 million was developed, and 1,000 Monte Carlo simulations were conducted using three-point estimates for activity duration and cost. Seventeen project risks were identified and prioritised using a probability–impact approach. Activity uncertainties increased the mean project duration to 778 days (9.4%), with a maximum of 831 days, while the mean cost marginally increased to ₹2,601.7 million. Considering all risks, the mean duration increased to 842 days (18.4%), with a maximum of 1,008 days, and the mean cost rose to ₹2,621.7 million. A mitigation plan costing ₹3.32 million reduced mean and maximum durations by 26 and 76 days, respectively, yielding potential savings of up to ₹23.1 million. Sensitivity analysis identified critical activities requiring proactive management, demonstrating the framework’s effectiveness in improving schedule reliability and cost control.
DOI: 10.6084/m9.figshare.30940951.v1
title: Probabilistic risk analysis for elevated metro rail construction using Monte Carlo simulations

description: Metro rail projects in rapidly urbanizing regions often face schedule delays and cost overruns due to uncertainty and complex risk interactions. This study presents a Monte Carlo simulation–based framework for probabilistic risk analysis in elevated metro rail construction by integrating deterministic scheduling in Primavera P6 with risk modelling in Risk Analyzer. The framework comprises baseline scheduling, uncertainty integration, risk modelling, mitigation planning, and sensitivity analysis. A baseline schedule of 711 days with an estimated cost of ₹2,598.8 million was developed, and 1,000 Monte Carlo simulations were conducted using three-point estimates for activity duration and cost. Seventeen project risks were identified and prioritised using a probability–impact approach. Activity uncertainties increased the mean project duration to 778 days (9.4%), with a maximum of 831 days, while the mean cost marginally increased to ₹2,601.7 million. Considering all risks, the mean duration increased to 842 days (18.4%), with a maximum of 1,008 days, and the mean cost rose to ₹2,621.7 million. A mitigation plan costing ₹3.32 million reduced mean and maximum durations by 26 and 76 days, respectively, yielding potential savings of up to ₹23.1 million. Sensitivity analysis identified critical activities requiring proactive management, demonstrating the framework’s effectiveness in improving schedule reliability and cost control.
DOI: 10.60493/wkhv1-ab888
title: Rochefort, Belgium by Jonathan Lisein, Philippe LEJEUNE - part of deadtrees.earth

description: These UAS acquisitions are realized in order to modelize the oak decline in south Belgium (Wallonia).
DOI: 10.3886/e241544v1
title: A pplication of Machine Learning Approaches to D evelop P redictive M odels for Diabetes and Hypertension among Bangladesh Adults

description: <br>AbstractIntroduction:With rapidurbanization, lifestyle changes, and an aging population, non-communicablediseases (NCDs),includinghypertension and diabetes,pose significant public health challenges inBangladesh andmanyotherlow-and middle-incomecountries. This studyusedmachine learning (ML)approachesto develop predictive models forhypertension and diabetesamong adultsin this country.Methods:BangladeshDemographic andHealthSurvey2022datawere analyzed. This isa nationallyrepresentative cross-sectional survey.Participantre classified as hypertensivewhen theirsystolic bloodpressurewas≥140mmHg, diastolicblood pressure was≥90mmHg, orif they usedantihypertensivemedication.They were classified asdiabetic if theirfasting plasma glucosewas≥7.0mmol/L orthey usedglucose-lowering drugs. Potential predictors included age, gender, education, wealth quintile,overweight/obesity,rural-urbanresidence, and divisionof residence.Descriptiveanalysis was conducted,andsix ML modelswere applied: artificialneuralnetwork (ANN),randomforest,adaptive boosting(AdaBoost),gradientboosting, XGBoost, andsupportvectormachine (SVM). Models’performancewasevaluated via accuracy,area under the curve (AUC), sensitivity, specificity, and F1-score. Featureimportance was assessed to rankrisk factors.Results:The study included13,847 adults, 55% of whom were females.Sensitivity was high across models(up to 0.96 for diabetes and 0.90 for hypertension). However, the overall specificity was low, particularlyfor diabetes (as low as 0.13 in XGBoost).Diabetes and hypertension had prevalence of 16.3% and 20.5%,respectively.The prevalence of both conditionsincreasedwith age, and the highest prevalencewas24.4%for diabetes and 43.3% for hypertensionamongindividuals aged 65 and older. Wealthier and urban residentsexperienced higher rates (diabetes: 24.9% among the richest compared to 9.9% among the poorest;hypertension: 23.3% in urban versus 19.2% in rural areas). Additionally, overweight/obesity was a strongpredictor for both conditions.For diabetes, AdaBoosthadthe highest AUC (0.699) and SVMhadthehighest accuracy (0.836); for hypertension, AdaBoosthad the greatestAUC (0.775) and accuracy (0.799).Hypertension topped diabetes predictors, while overweight/obesitywas the top predictorfor hypertension,followed by age and diabetes. Wealth and gender were moderately influential, with education andgeographic factors less so. Low specificity across models indicated challenges in identifying non-cases.Conclusion:This ML-driven analysisidentifiedthe bidirectional relationship ofhypertensionanddiabetesalong with several other predictors, includingoverweight/obesity,older age, and richer household wealthquintiles.Ourfindings underscore the need for integrated screening and lifestyle interventions targetinghigh-risk groups to mitigatefutureNCD burden.
DOI: 10.34740/kaggle/dsv/14271953
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17930488
title: Battery Imaging Library: Synchrotron X-ray micro-CT cylindrical Trustfire NMC532 Li-ion battery Discharged C/20 (middle) (raw data)

description: This entry contains the raw data for X-ray micro-CT at beamline I12 at Diamond Light Source -  cylindrical Trustfire NMC532 Li-ion battery Discharged C/20 (middle)

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17930489
title: Battery Imaging Library: Synchrotron X-ray micro-CT cylindrical Trustfire NMC532 Li-ion battery Discharged C/20 (middle) (raw data)

description: This entry contains the raw data for X-ray micro-CT at beamline I12 at Diamond Light Source -  cylindrical Trustfire NMC532 Li-ion battery Discharged C/20 (middle)

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17930457
title: Battery Imaging Library: Synchrotron X-ray micro-CT cylindrical Trustfire NMC532 Li-ion battery Discharged C/20 (top) (raw data)

description: This entry contains the raw data for X-ray micro-CT at beamline I12 at Diamond Light Source -  cylindrical Trustfire NMC532 Li-ion battery Discharged C/20 (top)

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17930456
title: Battery Imaging Library: Synchrotron X-ray micro-CT cylindrical Trustfire NMC532 Li-ion battery Discharged C/20 (top) (raw data)

description: This entry contains the raw data for X-ray micro-CT at beamline I12 at Diamond Light Source -  cylindrical Trustfire NMC532 Li-ion battery Discharged C/20 (top)

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.15468/dl.ptuf97
title: Occurrence Download

description: A dataset containing 31999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 31999 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064167-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcx6ru
title: Occurrence Download

description: A dataset containing 11234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Macaca fascicularis"
 ]
}

 The dataset includes 11234 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064169-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tn1gft
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Baccharis concinna G.M.Barroso"
 ]
}

 The dataset includes 122 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004597-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zy69dp
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passiflora tacsonioides Griseb."
 ]
}

 The dataset includes 19 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140825-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jeqfv5
title: Occurrence Download

description: A dataset listing the 174 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((24.74662 48.19287,22.73296 48.19287,21.95848 47.6479,21.88103 47.09718,23.85596 46.91233,24.78534 47.01803,25.55982 47.88216,24.74662 48.19287))",
 "HasGeospatialIssue is false",
 "Month is April",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 174 records were derived from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140827-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyxup6
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panthera Oken, 1816",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-116 -52,-116 15,-5 15,-5 -52,-116 -52))"
 ]
}

 The dataset includes 372 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004598-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqqb0f
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera onca goldmani (Mearns, 1901)"
 ]
}

 The dataset includes 125 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004598-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9kcrs
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.46136 40.64875,25.09835 40.64875,25.09835 49.29974,3.46136 49.29974,3.46136 40.64875))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Platycerus caraboides (Linneaus, 1758)"
 ]
}

 The dataset's 3 records were derived from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140840-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcyxuq
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crypturellus ptaritepui J.T.Zimmer & Phelps, 1945",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004598-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ty7kh7
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus franchetii Skan"
 ]
}

 The dataset includes 121 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004598-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkx776
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Caracterización de la Diversidad de Mariposas Diurnas en el área de Farallones, jurisdicción de CORPOGUAVIO"
 ]
}

 The dataset includes 138 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039633-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjj4ol
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyrtandra pogonantha A.Gray",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004598-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4czdcg
title: Occurrence Download

description: A dataset containing 18267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poa pratensis L.",
 "Continent is North America"
 ]
}

 The dataset includes 18267 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140860-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2att92
title: Occurrence Download

description: A dataset containing 3451 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "TaxonKey is Epipedobates Myers, 1987",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3451 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004598-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63caaa
title: Occurrence Download

description: A dataset containing 1760042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "TaxonKey is Meleagris gallopavo Linnaeus, 1758"
 ]
}

 The dataset includes 1760042 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140891-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.