cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26245882
title: Real-time bearing fault classification of induction motor using enhanced inception ResNet-V2

description: The rolling bearing is a vital part used in different rotating electrical devices. Detecting defects in bearings is crucial for the safe operation of these machines. However, it is challenging to use Deep Learning techniques to identify bearing defects when the machine is not under load. To resolve this issue, this paper presents the Constant-Q Non-stationary Gabor Transform with enhanced Inception ResNet-V2, proposed for the early-stage classification of ball bearing faults in induction motors. The proposed model obtained the vibration images, i.e. time-frequency images of unfiltered vibration signals from the laboratory experimental setup. These images are applied to the proposed model, which classifies the ball bearing faults under various load conditions while adjusting its hyperparameter values instead of employing default ones. Furthermore, the model underwent training using k-fold method to assess its resilience with the use of optimal values obtained from hyperparameter tuning. The model is evaluated by performance metrics like F1-score, Recall, Precision, Confusion Matrix and Training time. The proposed model accomplished an average classification accuracy of 99.84% in low load and full load conditions within a few epochs. Ultimately, when compared to Inception-V4 and ResNet-50, which achieved 91.41% and 91.65%, respectively, the experimental findings unambiguously demonstrate the superior performance of the proposed model over both models.
DOI: 10.6084/m9.figshare.26245882.v1
title: Real-time bearing fault classification of induction motor using enhanced inception ResNet-V2

description: The rolling bearing is a vital part used in different rotating electrical devices. Detecting defects in bearings is crucial for the safe operation of these machines. However, it is challenging to use Deep Learning techniques to identify bearing defects when the machine is not under load. To resolve this issue, this paper presents the Constant-Q Non-stationary Gabor Transform with enhanced Inception ResNet-V2, proposed for the early-stage classification of ball bearing faults in induction motors. The proposed model obtained the vibration images, i.e. time-frequency images of unfiltered vibration signals from the laboratory experimental setup. These images are applied to the proposed model, which classifies the ball bearing faults under various load conditions while adjusting its hyperparameter values instead of employing default ones. Furthermore, the model underwent training using k-fold method to assess its resilience with the use of optimal values obtained from hyperparameter tuning. The model is evaluated by performance metrics like F1-score, Recall, Precision, Confusion Matrix and Training time. The proposed model accomplished an average classification accuracy of 99.84% in low load and full load conditions within a few epochs. Ultimately, when compared to Inception-V4 and ResNet-50, which achieved 91.41% and 91.65%, respectively, the experimental findings unambiguously demonstrate the superior performance of the proposed model over both models.
DOI: 10.17035/d.2023.0263893141
title: Ammonia Cracking on Single-Atom Catalysts: A Mechanistic and Microkinetic Study

description: The dataset is related to the manuscript with the same title in which transition metal single-atom catalysts, i.e. metal atom anchored on graphene vacancy or nitrogen-doped graphene, are examined to catalysed the NH3 cracking, producing N2 and H2. The data set complements the information in the Supplementary Material associated to the paper and contains a series of spreadsheets with the raw microkinetic data for IrN3, RuN3 and RhN3 single-atom catalysts as described in the manuscript. The spreadsheets are organised per material and per reaction, as in the manuscript, and enclose the variation of reaction and activation energies and pre-exponential factor of Arrhenius and reaction constants as a function of the temperature (from 200 to 1000K). In the case of an adsorption process, the sticking coefficients are also provided. The labels defining each column in the spreadsheets are described in the README file in the dataset root.
DOI: 10.17035/d.2021.0133743636
title: Photocatalytic behavior of Ba(Sb/Ta)2O6 perovskite for reduction of organic pollutants: Experimental and DFT correlation - data

description: We have synthesized closely packed hexagonal 2D plates and clustered nanoparticle morphologies of Ba(Sb/Ta)2O6 (BSTO) perovskite via the polymerizable complex method for photocatalyst dye degradation activities. The BSTO crystallized in a hexagonal structure. The presence of Ba2+, Sb5+, Ta5+, and O2− chemical states identified from XPS confirmed the formation of pure Ba(Sb/Ta)2O6 phase accompanied with a minor amount of TaOx. Furthermore, BSTO showed excellent photocatalytic activity for the degradation of various organic dyes. The kinetic studies revealed 65.9%, 77.3%, 89.8%, and 84.2%, of Crystal Violet (CV), Methylene Blue (MB), Rhodamine blue (RhB), and Methylene Orange (MO), respectively, after irradiation of 180 min without using cocatalyst. The formation of and OH−surface radicals, which are believed to facilitate the degradation of the dyes, is unveiled through first-principles Density Functional Theory (DFT) calculations and scavenging studies. Our results suggest that BSTO holds promise as an excellent photocatalyst with better degradation efficiency for various organic dyes. The data underpinning the work is available in the .xlsx format (can be viewed either by MS Office or Libre Office) comprising 18 datasheets named according to their Figure numbers as they appear in the manuscript. The experimental data for XRD, XPS, and UV-Visible absorption spectra for photocatalytic degradation are provided. The data for the optimized structures of the bulk BSTO, BSTO(100) surface, and those for O2, H2O adsorption, and dissociation are also given. The projected density of states (PDOS) data for the bulk BSTO is also provided.
DOI: 10.15468/dl.ar2x9e
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Crinodendron tucumanum Lillo"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036803-241126133413365/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.1488559
title: Mining Weakly Labeled Web Facial Images For Search-Based Face Annotation
DOI: 10.6084/m9.figshare.1488561
title: Improving Data Storage Security in Cloud Computing Using Elliptic Curve Cryptography
DOI: 10.6084/m9.figshare.1488560
title: Study of Simulation for Data Webhousing System by Challenging Technology and Performing Tuning Techniques
DOI: 10.6084/m9.figshare.1485602
title: UOP FIN 370 Financial Terms and Roles
DOI: 10.6084/m9.figshare.1488562
title: Privacy Protection in Personalized Web Search Via Taxonomy Structure
DOI: 10.6084/m9.figshare.1485440
title: UOP LAW 531 Week 2 Knowledge Check Question Answers
DOI: 10.6084/m9.figshare.1485603
title: FIN 370 Financial Terms and Roles
DOI: 10.6084/m9.figshare.1486362
title: Wall mounted lighted vanity mirrors
DOI: 10.6084/m9.figshare.1483367
title: BSHS 385 UOP TUOTRIAL
DOI: 10.6084/m9.figshare.1483359
title: ACC 349 courses/ acc349paperdotcom
DOI: 10.6084/m9.figshare.1483356
title: acc490uopcoursesTutorial /uophelp
DOI: 10.6084/m9.figshare.1483360
title: acc490v1uopcoursesTutorial /uophelp
DOI: 10.6084/m9.figshare.1483363
title: acc492uopcoursesTutorial /uophelp
DOI: 10.6084/m9.figshare.1483362
title: acc491uopcoursesTutorial /uophelp
DOI: 10.15468/dl.p78efy
title: Occurrence Download

description: A dataset containing 819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Exomalopsis analis Spinola, 1853, Exomalopsis azulensis Cockerell, 1951, Exomalopsis hiberna Schrottky, 1908, Exomalopsis mexicana Cresson, 1879, Exomalopsis paraguayensis manni Cockerell, 1912, Exomalopsis tarsata Smith, 1879, Exomalopsis villipes Smith, 1854, Exomalopsis zexmeniae Cockerell, 1912, Epimonispractor gratiosus Holmberg, 1903)"
 ]
}

 The dataset includes 819 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036804-241126133413365/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.1483350
title: QNT 561Course/QNT561nerddotcom
DOI: 10.6084/m9.figshare.1485567
title: Refocusing the Social Studies Curriculum for Religious Tolerance, Unity and Peaceful Coexistence in Nigeria
DOI: 10.6084/m9.figshare.1483347
title: ADJ 215 ash coures/ uophelp
DOI: 10.6084/m9.figshare.1485568
title: A Case Study on the Used of Visual Media in English Instructional Process at State Islamic Secondary School 1 Malang
DOI: 10.6084/m9.figshare.1483354
title: acc460uopcoursesTutorial /uophelp
DOI: 10.6084/m9.figshare.1485566
title: Suitability of Childrens Outdoor Play Environment in City ECD Centers for their Cognitive Development
DOI: 10.15468/dl.9u4x52
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clessinia pucarana (Doering, 1875)"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036806-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25820/data.006172
title: Dataset for “Piecewise Interaction Picture Density Matrix Quantum Monte Carlo”

description: This dataset contains finite temperature electronic structure data for a variety of benchmark molecular systems which can be diagonalized. The data are generated using the DMQMC, IP-DMQMC, PIP-DMQMC, ft-FCI and THF methods. As well, benchmark data are generated for the H2O and CH4 molecules which are much greater in computational demand and so were not treated with FCI. This data was collected and discussed in the manuscript "Piecewise interaction picture density matrix quantum Monte Carlo", see https://doi.org/10.1063/5.0094290 for more details.
DOI: 10.25820/data.006428
title: Dataset for: Electronic specific heat capacities and entropies from density matrix quantum Monte Carlo using Gaussian process regression to find gradients of noisy data

description: This dataset contains finite temperature specific heat capacities and entropies calculated using Gaussian process regression (GPR) applied to finite temperature density matrix quantum Monte Carlo data for several molecular benchmark systems and two systems beyond which exact data can be calculated. Additionally, for comparison, numerical and spline methods were used to approximate the specific heat and entropy similar to the GPR methodology. Finally, there is exact and approximate methods data for the same quantities, calculated using analytical expressions. This data was collected and discussed in the manuscript: "Electronic specific heat capacities and entropies from density matrix quantum Monte Carlo using Gaussian process regression to find gradients of noisy data", for more information see: https://doi.org/10.1063/5.0150702.
DOI: 10.15468/dl.rypfcs
title: Occurrence Download

description: A dataset containing 235676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Erinaceus europaeus Linnaeus, 1758",
 "Year 2014-2024"
 ]
}

 The dataset includes 235676 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036775-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rz65tm
title: Occurrence Download

description: A dataset containing 84585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Culex pipiens Linnaeus, 1758",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 84585 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036805-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpx2h2
title: Occurrence Download

description: A dataset containing 4284495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bivalvia"
 ]
}

 The dataset includes 4284495 records from 2731 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036802-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adwjw2
title: Occurrence Download

description: A dataset containing 800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Dimorphotheca pluvialis (L.) Moench"
 ]
}

 The dataset includes 800 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042513-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59f4ps
title: Occurrence Download

description: A dataset containing 49005 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "Geometry POLYGON((-150.90981 58.65405,-140.88995 58.65405,-140.88995 62.07325,-150.90981 62.07325,-150.90981 58.65405))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 49005 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260171-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swvz37
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthoxanthum spicatum (Parodi) Veldkamp"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247223-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sw5vk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia commersoniana (T.Anderson) Baron"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260173-230224095556074/datasets/export for details.
DOI: 10.15468/dl.xnfeab
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens bathiei Eb.Fisch. & Raheliv."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252174-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8kjcz
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Ewartia nubigena (F.Muell.) Beauverd"
 ]
}

 The dataset includes 237 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042516-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dswpt8
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieronymiella aurea Ravenna"
 ]
}

 The dataset includes 42 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247235-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcf7sk
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia crassifolia (Chapm.) Small"
 ]
}

 The dataset includes 175 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260182-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87wrp4
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euschistus heros (Fabricius, 1798)"
 ]
}

 The dataset's 2 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042508-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uzwff
title: Occurrence Download

description: A dataset containing 2466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-300.0",
 "TaxonKey is Silene otites (L.) Wibel",
 "Year 1980-2023"
 ]
}

 The dataset includes 2466 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252160-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3n292m
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((124.29293 32.9736,131.45703 32.9736,131.45703 43.19737,124.29293 43.19737,124.29293 32.9736))",
 "TaxonKey is Berberis koreana Palib."
 ]
}

 The dataset includes 109 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247231-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2t32g
title: Occurrence Download

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

 The dataset includes 34 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260175-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qpcyb
title: Occurrence Download

description: A dataset containing 3264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Baccharis halimifolia L."
 ]
}

 The dataset includes 3264 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042521-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u47v34
title: Occurrence Download

description: A dataset containing 4596 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens balsamina L."
 ]
}

 The dataset includes 4596 records from 361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252161-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evy8sw
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthoxanthum utriculatum (Ruiz & Pav.) Y.Schouten & Veldkamp"
 ]
}

 The dataset includes 137 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247227-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kzwvn
title: Occurrence Download

description: A dataset containing 66671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tilia platyphyllos Scop.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year 1990-2020"
 ]
}

 The dataset includes 66671 records from 809 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252167-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15146448
title: Table 1 in Two new species in the fern genus Lomariopsis (Lomariopsidaceae) from East Asia

description: Table 1. Morphological comparisons of the two new Lomariopsis species with their Asian morphologically similar relatives.
CharactersL. mooreiL. longiniL. boninensisL. spectabilisVein apices ending at the laminar marginsyesnoyesyesWidest part at upper pinna<1/2<1/3<1/2~1/2Stipe scalesdark brown, narrowly lanceolate (usually <2 mm wide)dark brown, broadly lanceolate (usually>3 mm wide)dark brown, broadly lanceolate (usually>2 mm wide)light brown, narrowly lanceolate (usually <2 mm wide)Fertile pinna pairs10-143-94-166-14Swollen ring on articulate at abaxial side, especially upper pinnae (Fig. 6)obviousobviousinconspicuousinconspicuousSpore perine (Fig. 4)spinyfoldedspinycristateSpore number per sporangium64326416 or 32
description: Published as part of Wu, Yi-Hsuan, Sun, Chih-Yun, Ebihara, Atsushi, Lu, Ngan Thi, Rouhan, Germinal & Kuo, Li-Yaung, 2021, Two new species in the fern genus Lomariopsis (Lomariopsidaceae) from East Asia, pp. 161 in PhytoKeys 187 on page 161, DOI: 10.3897/phytokeys.187.77035
DOI: 10.5281/zenodo.15146449
title: Table 1 in Two new species in the fern genus Lomariopsis (Lomariopsidaceae) from East Asia

description: Table 1. Morphological comparisons of the two new Lomariopsis species with their Asian morphologically similar relatives.
CharactersL. mooreiL. longiniL. boninensisL. spectabilisVein apices ending at the laminar marginsyesnoyesyesWidest part at upper pinna<1/2<1/3<1/2~1/2Stipe scalesdark brown, narrowly lanceolate (usually <2 mm wide)dark brown, broadly lanceolate (usually>3 mm wide)dark brown, broadly lanceolate (usually>2 mm wide)light brown, narrowly lanceolate (usually <2 mm wide)Fertile pinna pairs10-143-94-166-14Swollen ring on articulate at abaxial side, especially upper pinnae (Fig. 6)obviousobviousinconspicuousinconspicuousSpore perine (Fig. 4)spinyfoldedspinycristateSpore number per sporangium64326416 or 32
description: Published as part of Wu, Yi-Hsuan, Sun, Chih-Yun, Ebihara, Atsushi, Lu, Ngan Thi, Rouhan, Germinal & Kuo, Li-Yaung, 2021, Two new species in the fern genus Lomariopsis (Lomariopsidaceae) from East Asia, pp. 161 in PhytoKeys 187 on page 161, DOI: 10.3897/phytokeys.187.77035