cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/s85fw8vytj
title: Ethical Compliance and Institutional Policy Support for Artificial Intelligence Integration in African TVET Education:

description: Ethical Compliance and Institutional Policy Support for Artificial Intelligence Integration in African TVET Education: 
Instruction: In all, Please tick (√) an fill as appropriate
SECTION A - PERSONAL DATA 
SEX: Male Female
Institution:____________________________________________________________________
Department:……………………………………………………………
Institutional Policy Support (IPS): ………………..yes …………………No 
SECTION B
S/N Ethical Principles Guiding AI Adoption SD D A SA

Key: Strongly agree-4, agree-3, disagree-2 and strongly disagree-1


S/N Ethical Guidelines SD D A SA
Key: Strongly agree-4, agree-3, disagree-2 and strongly disagree-1

S/N Perceived AI Adoption Outcomes in TVET SD A D SD
Key: Strongly agree-4, agree-3, disagree-2 and strongly disagree-1
DOI: 10.17632/s85fw8vytj.1
title: Ethical Compliance and Institutional Policy Support for Artificial Intelligence Integration in African TVET Education:

description: Ethical Compliance and Institutional Policy Support for Artificial Intelligence Integration in African TVET Education: 
Instruction: In all, Please tick (√) an fill as appropriate
SECTION A - PERSONAL DATA 
SEX: Male Female
Institution:____________________________________________________________________
Department:……………………………………………………………
Institutional Policy Support (IPS): ………………..yes …………………No 
SECTION B
S/N Ethical Principles Guiding AI Adoption SD D A SA

Key: Strongly agree-4, agree-3, disagree-2 and strongly disagree-1


S/N Ethical Guidelines SD D A SA
Key: Strongly agree-4, agree-3, disagree-2 and strongly disagree-1

S/N Perceived AI Adoption Outcomes in TVET SD A D SD
Key: Strongly agree-4, agree-3, disagree-2 and strongly disagree-1
DOI: 10.17632/x52y89d73b
title: Meta-analysis on herbivore exclusion research and practice
DOI: 10.17632/x52y89d73b.1
title: Meta-analysis on herbivore exclusion research and practice
DOI: 10.17632/hvtz8b2cbn
title: Medical Electrical equipment Standards

description: This database is about 10 general standards for medical electrical equipment and 4 standard documents dedicated to infant incubators
DOI: 10.17632/hvtz8b2cbn.1
title: Medical Electrical equipment Standards

description: This database is about 10 general standards for medical electrical equipment and 4 standard documents dedicated to infant incubators
DOI: 10.17632/jbgjxn8cnw
title: eismic Performance of Hollow Thin-Walled Slender Piers: Quasi-Static Experimenting, Numerical Analysis, and UHPC Strengthening Effects
DOI: 10.17632/jbgjxn8cnw.1
title: eismic Performance of Hollow Thin-Walled Slender Piers: Quasi-Static Experimenting, Numerical Analysis, and UHPC Strengthening Effects
DOI: 10.17632/n54kz8368v
title: SAS Code for predicting chronic non-cancer oral reference doses (RfDs)

description: This SAS code was used to derive estimates of chronic non-cancer oral reference doses (RfDs) for compounds in the associated dataset at https://doi/10.17632/j6my2dfyxy.2. Description of the methods and the results are expected to be published in Chemosphere in the near future. I am the first author of that paper. After modifying the library names and file paths in the code, it will run if in the same folder as the dataset at https://doi/10.17632/j6my2dfyxy.2.
DOI: 10.17632/n54kz8368v.1
title: SAS Code for predicting chronic non-cancer oral reference doses (RfDs)

description: This SAS code was used to derive estimates of chronic non-cancer oral reference doses (RfDs) for compounds in the associated dataset at https://doi/10.17632/j6my2dfyxy.2. Description of the methods and the results are expected to be published in Chemosphere in the near future. I am the first author of that paper. After modifying the library names and file paths in the code, it will run if in the same folder as the dataset at https://doi/10.17632/j6my2dfyxy.2.
DOI: 10.17632/73yfbycbym
title: Replication package for: Left over or opting out? Squeeze, mismatch and surplus in Chinese marriage markets

description: Replication files and data for "Left over or opting out? Squeeze, mismatch and surplus in Chinese marriage markets" by Pauline Rossi and Yun Xiao [Journal of Development Economics]
DOI: 10.17632/73yfbycbym.1
title: Replication package for: Left over or opting out? Squeeze, mismatch and surplus in Chinese marriage markets

description: Replication files and data for "Left over or opting out? Squeeze, mismatch and surplus in Chinese marriage markets" by Pauline Rossi and Yun Xiao [Journal of Development Economics]
DOI: 10.17632/pr78hn7nzy.1
title: Experiment data of sediment settling velocity

description: The sediment samples for this experiment were collected from the middle-lower section of the North Passage on May 14, 2015. The median particle size of the experimental sediment samples was approximately 16μm.
DOI: 10.17632/3y4fjkx75x
title: Export underinvoicing in Sri Lanka (2012 - 2023)

description: Contains commodity-level mirror data on Sri Lanka's exports to its 19 largest markets from 2012 to 2023, excluding 2018. The data covers 64% of total exports during the period.
DOI: 10.17632/3y4fjkx75x.1
title: Export underinvoicing in Sri Lanka (2012 - 2023)

description: Contains commodity-level mirror data on Sri Lanka's exports to its 19 largest markets from 2012 to 2023, excluding 2018. The data covers 64% of total exports during the period.
DOI: 10.17632/sx3c492n72
title: Novel variants in STAG2 and PKD1 associate with multiple congenital malformations and autosomal dominant polycystic kidney disease in a Chinese family-1

description: Trio whole-exome sequencing (Trio-WES) was performed on a Chinese family to investigate the genetic etiology of the proband’s multiple congenital malformations and familial PKD.
DOI: 10.17632/sx3c492n72.1
title: Novel variants in STAG2 and PKD1 associate with multiple congenital malformations and autosomal dominant polycystic kidney disease in a Chinese family-1

description: Trio whole-exome sequencing (Trio-WES) was performed on a Chinese family to investigate the genetic etiology of the proband’s multiple congenital malformations and familial PKD.
DOI: 10.17632/74jmhyd2g7
title: MicroStretch: Microstretcher designed for Live imaging on Microscopic Stages

description: Mechanical property testing is essential for understanding the behaviors of materials under different forces, providing insight into material suitability in many fields such as biomechanics, material science, and other engineering fields. Tensile testing is a form of mechanical testing that provides a uniform force to stretch the materials to yield several material properties, such as modulus and strength, across material types. Specialized applications in biomedical and soft materials demand miniaturization for testing under a microscope or spectroscopic stages. The current commercial machines on the market are often large, expensive, or heavy, making them difficult to use for specific needs. This project aims to address this need by developing a cost-effective, miniature, and programmable system that can be tailored to individual lab requirements. By utilizing a bipolar stepper motor attached to a lead screw and sliding linear stage, programmed and controlled by an Arduino microcontroller, the system is capable of applying specialized stretch under uniaxial static or cyclic loading. The developed system can be assembled for less than $100, bringing cost-effectiveness to the front and center of this development. More importantly, the device is light and compatible for live imaging on microscopic stages, enabling specialized research needs across applications.
DOI: 10.17632/74jmhyd2g7.1
title: MicroStretch: Microstretcher designed for Live imaging on Microscopic Stages

description: Mechanical property testing is essential for understanding the behaviors of materials under different forces, providing insight into material suitability in many fields such as biomechanics, material science, and other engineering fields. Tensile testing is a form of mechanical testing that provides a uniform force to stretch the materials to yield several material properties, such as modulus and strength, across material types. Specialized applications in biomedical and soft materials demand miniaturization for testing under a microscope or spectroscopic stages. The current commercial machines on the market are often large, expensive, or heavy, making them difficult to use for specific needs. This project aims to address this need by developing a cost-effective, miniature, and programmable system that can be tailored to individual lab requirements. By utilizing a bipolar stepper motor attached to a lead screw and sliding linear stage, programmed and controlled by an Arduino microcontroller, the system is capable of applying specialized stretch under uniaxial static or cyclic loading. The developed system can be assembled for less than $100, bringing cost-effectiveness to the front and center of this development. More importantly, the device is light and compatible for live imaging on microscopic stages, enabling specialized research needs across applications.
DOI: 10.15468/dl.hgt7xv
title: Occurrence Download

description: A dataset containing 2357 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus saxatilis"
 ]
}

 The dataset includes 2357 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050452-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/23263pm4zx
title: Regime-dependent volatility spillover asymmetry in Shanghai and Hong Kong stock markets with forecasting and portfolio inferences

description: This dataset include the data and code for the paper of "Regime-dependent volatility spillover asymmetry in Shanghai and Hong Kong stock markets with forecasting and portfolio inferences", Primary analyses were conducted using WinRATS 10 and OxMetrics 9.
DOI: 10.17632/23263pm4zx.2
title: Regime-dependent volatility spillover asymmetry in Shanghai and Hong Kong stock markets with forecasting and portfolio inferences

description: This dataset include the data and code for the paper of "Regime-dependent volatility spillover asymmetry in Shanghai and Hong Kong stock markets with forecasting and portfolio inferences", Primary analyses were conducted using WinRATS 10 and OxMetrics 9.
DOI: 10.17632/6zv4bk77gf
title: Semantic and Brain Dynamics

description: Dataset for Information Transfer Analysis Between Semantic and Neural Timescales in 7T fMRI
DOI: 10.17632/6zv4bk77gf.2
title: Semantic and Brain Dynamics

description: Dataset for Information Transfer Analysis Between Semantic and Neural Timescales in 7T fMRI
DOI: 10.17632/9xp7hbrbpx.1
title: Accessory mineral control on δ88/86Sr variation during granitic magma evolution and implications for tracing fluid-melt interaction

description: The Supplementary Material includes: Partition coefficient of trace elements, the δ88/86Sr of minerals and the composition of starting material in the modeling (Table S1); Dehydration melting process modeling by GeoPS (Table S2); Fractional crystallization modeling by Rhyolite-MELTS and Rayleigh-type fractional crystallization (Table S3); The effect of chemical weathering on Sr content and δ88/86Sr (Fig. S1); The effect of partial melting on δ88/86Sr of melt (Fig. S2); Correlations among major oxide contents and δ88/86Sr value for the syn-exhumation granites (Fig. S3); The modal contents of crystallizing mineral assemblage during fractional crystallization (Fig. S4).
DOI: 10.17632/37pm7jk7jn
title: The dataset of photoplethysmography signals collected from a pulse sensor to measure blood glucose level

description: Non-invasive monitoring and surveillance methods of blood glucose measurement can provide ease of use and simplicity for different individuals while reducing the risks and damages of invasive methods. The non-invasive method based on photoplethysmography (PPG) signal is one of the innovative methods on this topic which numerous studies have been conducted by research centers and various companies. However, due to various reasons, the reviewed dataset was not available and no standard dataset has been published on this topic. The presented dataset, which was sampled by the research team of the digital systems of the University of Science and Technology in Mazandaran, Behshahr, Iran, includes 67 raw PPG signals with 2175 Hz sampling frequency along with labeled data: age, gender, and the invasive blood glucose level which can be used in other studies and learning algorithms.
DOI: 10.15468/dl.hyjzdp
title: Occurrence Download

description: A dataset containing 12798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-77.83142 -19.60081,-67.46241 -19.60081,-67.46241 -12.54078,-77.83142 -12.54078,-77.83142 -19.60081))",
 "HasGeospatialIssue is false",
 "TaxonKey is Daptrius",
 "Year 2020-2025"
 ]
}

 The dataset includes 12798 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050451-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xyjxw
title: Occurrence Download

description: A dataset containing 21027 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Australia)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1924",
 "Year is less than or equal to 1924"
 ]
}

 The dataset includes 21027 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050405-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvwgct
title: Occurrence Download

description: A dataset containing 424822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "DatasetKey is Tropicos MO Specimen Data"
 ]
}

 The dataset includes 424822 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0406757-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-44630
title: Redemption tidings, vol. 14, nos. 1-26, 1 Jan. - 16 Dec. 1938

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (1 Jan. - 16 Dec. 1938) except vol. 14, no. 21.
DOI: 10.15468/dl.b7jcnd
title: Occurrence Download

description: A dataset containing 1457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Wasmannia auropunctata (Roger, 1863)",
 "Year 2000-2023"
 ]
}

 The dataset includes 1457 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064977-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6u7ws
title: Occurrence Download

description: A dataset containing 2087874 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cervidae"
 ]
}

 The dataset includes 2087874 records from 3634 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009933-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sym9gt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachionidium neblinense Carnevali & I.Ramírez"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098964-230224095556074/datasets/export for details.
DOI: 10.15468/dl.r428ds
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micrurus laticollaris Peters, 1870"
 ]
}

 The dataset includes 138 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294776-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzp9cz
title: Occurrence Download

description: A dataset containing 638 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stichaster striatus Müller & Troschel, 1840"
 ]
}

 The dataset includes 638 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014225-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdahad
title: Occurrence Download

description: A dataset containing 10957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "TaxonKey is Mirounga angustirostris (Gill, 1866)"
 ]
}

 The dataset includes 10957 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098967-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8yf6ht
title: Occurrence Download

description: A dataset containing 1700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Botryobasidium candicans J.Erikss., Botryobasidium isabellinum (Fr.) D.P.Rogers)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1700 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313076-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsvc8r
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachionidium polypodium Luer"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098978-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/juumn4
title: Etude avifaunistique de la LPO Limousin sur les landes haut-viennoises-Inventaire et suivi Avifaune de la lande de Beaubreuil

description: Le Conservatoire Régional des Espaces Naturels du Limousin a confié à la LPO Limousin pour le compte du PNR PL, la réalisation d'un état des lieux des populations d'oiseaux nicheurs de la Lande de Beaubreuil, commune de Saint-Cyr (Haute-Vienne).
Afin de répondre au mieux à cette commande, la LPO Limousin a réalisé des relevés de type « plans quadrillés » pour les passereaux des landes.
L'objectif de cette étude est de répondre à plusieurs questions primordiales :
- Quelles sont les espèces présentes sur le site ?
- Quelle est leur densité / leur répartition ?
DOI: 10.15468/dl.h33rk7
title: Occurrence Download

description: A dataset containing 1841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Country is Zimbabwe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pennisetum glaucum (L.) R.Br."
 ]
}

 The dataset includes 1841 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0305144-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdzp84
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachionidium parvifolium (Lindl.) Lindl."
 ]
}

 The dataset includes 24 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098968-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfba74
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calandrinia affinis Gillies ex Arn."
 ]
}

 The dataset includes 56 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238325-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4swdq
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachionidium pusillum Ames & C.Schweinf."
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098989-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.577xec
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachionidium portillae Luer"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098982-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48at6j
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spigelia ramosa L.B.Sm."
 ]
}

 The dataset includes 9 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139470-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.