cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id400282.2
title: StrainInfo SI-ID 400282.2

description: StrainInfo dataset 400282 about a strain of Phoma herbarum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400283.2
title: StrainInfo SI-ID 400283.2

description: StrainInfo dataset 400283 about a strain of Enterovibrio norvegicus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400284.3
title: StrainInfo SI-ID 400284.3

description: StrainInfo dataset 400284 about a strain of Aminicella lysinilytica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400285.2
title: StrainInfo SI-ID 400285.2

description: StrainInfo dataset 400285 about a strain of Bacillus mediterraneensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.14749/27644526
title: National Research and Experimental Development Survey (R&D) 2011-12: All provinces in South Africa - Aggregated

description: <p> This data set contains the aggregated data for 2011-12 on the R&D expenditure per province by Business, Government, Higher Education, Not-for-Profit Organisations and Science Councils. R&D expenditure is aggregated by five survey sectors across nine provinces in South Africa.</p><p> Subsequent to the dissemination of version 1 of the 2011-12 data files, some of the information has been anonymised and the revised data files are disseminated as Version 2.</p>
DOI: 10.60712/si-id400286.3
title: StrainInfo SI-ID 400286.3

description: StrainInfo dataset 400286 about a strain of Thiomicrorhabdus heinhorstiae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400287.2
title: StrainInfo SI-ID 400287.2

description: StrainInfo dataset 400287 about a strain of Micrococcus luteus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400288.3
title: StrainInfo SI-ID 400288.3

description: StrainInfo dataset 400288 about a strain of Subtercola lobariae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.15468/dl.ruz9dy
title: Occurrence Download

description: A dataset containing 1334896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Country is one of (Austria)"
 ]
}

 The dataset includes 1334896 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004992-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id400289.3
title: StrainInfo SI-ID 400289.3

description: StrainInfo dataset 400289 about a strain of Bombilactobacillus mellis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.14749/27644523
title: Trends in International Mathematics and Science Study (TIMSS) 2015 Grade 5: School Questionnaire (ACG)

description: <p> This data set contains learner responses to the School Questionnaire.</p><p> The data set has 116 variables and 297 learners.</p><p> Of the 300 sampled schools, 297 was realised, providing a response rate of 99%.</p>
DOI: 10.60712/si-id400290.2
title: StrainInfo SI-ID 400290.2

description: StrainInfo dataset 400290 about a strain of Paenibacillus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.15468/dl.j9nn4x
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eryngium galioides Lam.)",
 "Country is one of (Spain, Portugal)",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 221 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004981-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id400291.2
title: StrainInfo SI-ID 400291.2

description: StrainInfo dataset 400291 about a strain of Oerskovia. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400292.2
title: StrainInfo SI-ID 400292.2

description: StrainInfo dataset 400292 about a strain of Arthrobacter. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400293.3
title: StrainInfo SI-ID 400293.3

description: StrainInfo dataset 400293 about a strain of Tissierella carlieri. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.14749/27644517
title: Trends in International Mathematics and Science Study (TIMSS) 2015 Grade 5: Home Learner

description: <p> This data set contains learner responses to the learner background questionnaire as well as learner mathematics scores.</p><p> The data set has 166 variables and 10 932 learners.</p><p> Of the 300 sampled schools, 297 was realised, providing a response rate of 99%.</p>
DOI: 10.60712/si-id400294.2
title: StrainInfo SI-ID 400294.2

description: StrainInfo dataset 400294 about a strain of Empedobacter stercoris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400295.3
title: StrainInfo SI-ID 400295.3

description: StrainInfo dataset 400295 about a strain of Arthrobacter echini. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.15468/dl.ejm23r
title: Occurrence Download

description: A dataset containing 1085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-73.14193 -36.71282,-73.1516 -36.71024,-73.15394 -36.70836,-73.16073 -36.70569,-73.16749 -36.71596,-73.15084 -36.72443,-73.14605 -36.71525,-73.14311 -36.71627,-73.14193 -36.71282))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1085 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004982-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id400296.3
title: StrainInfo SI-ID 400296.3

description: StrainInfo dataset 400296 about a strain of Staphylococcus croceilyticus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400297.2
title: StrainInfo SI-ID 400297.2

description: StrainInfo dataset 400297 about a strain of Blautia obeum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400298.3
title: StrainInfo SI-ID 400298.3

description: StrainInfo dataset 400298 about a strain of Streptococcus halotolerans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400299.2
title: StrainInfo SI-ID 400299.2

description: StrainInfo dataset 400299 about a strain of Flavobacterium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.14749/27644514
title: Trends in International Mathematics and Science Study (TIMSS) 2015 Grade 5: Numeracy (ASG) - South Africa as one of 39 countries

description: <p> This data set contains learner responses to the learner background questionnaire as well as learner mathematics scores.</p><p> The data set has 213 variables and 10 932 learners.</p><p> Of the 300 sampled schools, 297 schools were included in the 2015 round of TIMSS at the Grade 5 level, providing a response rate of 97%.</p>
DOI: 10.60712/si-id400300.2
title: StrainInfo SI-ID 400300.2

description: StrainInfo dataset 400300 about a strain of Leptolyngbya. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400301.2
title: StrainInfo SI-ID 400301.2

description: StrainInfo dataset 400301 about a strain of Pseudomonas aeruginosa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400302.2
title: StrainInfo SI-ID 400302.2

description: StrainInfo dataset 400302 about a strain of Clostridium perfringens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400303.3
title: StrainInfo SI-ID 400303.3

description: StrainInfo dataset 400303 about a strain of Rhodococcus agglutinans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.14749/27644241
title: Trends in International Mathematics and Science Study (TIMSS) 2015 Grade 5: Home Questionnaire (ASH)

description: <p> This data set contains learner responses to the learner background questionnaire as well as learner mathematics scores.</p><p> The data set has 166 variables and 10 932 learners.</p><p> Of the 300 sampled schools, 297 was realised, providing a response rate of 99%.</p>
DOI: 10.60712/si-id400304.2
title: StrainInfo SI-ID 400304.2

description: StrainInfo dataset 400304 about a strain of Frigoribacterium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.6084/m9.figshare.25526899
title: EPI-Clone dataset: Human total bone marrow (A.1-A.7)

description: This is the dataset supporting the EPI-Clone manuscript: Targeted single cell methylation profiling of bone marrow was performed with the scTAMseq method. BM from seven donors was analyzed Donor characteristics are described in full in Table S1.Dataset is an R Data File (RDS) with an integrated Seurat object across donors<b>ASSAYS:</b>AB: Antibody expression dataDNAm: DNA methylation data, containing binary observations (0: amplicon not observed, i.e. dropout or absence of DNA methylation, 1: amplicon observed, i.e. DNA methylation). See the paper on scTAMseq<b>DIMENSIONALITY REDUCTION</b>scanorama: scanorama performed on the DNAm+AB dataumap: UMAP computed on scanoramascanoprot, umapprot: Same for AB data onlyscanometh, umapmeth: Same for DNAm data onlyTo compute donor-specific static CpGs UMAPs, follow the vignette at https://github.com/veltenlab/EPI-clone<b>METADATA</b>sample: Donor (A.1 - A.7)age: Donor agecelltype: Cell type annotationNonHhaI: Performance of the control amplicons in that celllog_ChrY: Log number of reads on the ChromosomeY ampliconsEPIClone_id: Cluster annotation computed by EPI-Clonemutation: CH mutation called in each cell. N/A means dropout.<br><br>
DOI: 10.60712/si-id400305.3
title: StrainInfo SI-ID 400305.3

description: StrainInfo dataset 400305 about a strain of Actinomycetospora corticicola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400306.2
title: StrainInfo SI-ID 400306.2

description: StrainInfo dataset 400306 about a strain of Piskurozyma yama. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400307.2
title: StrainInfo SI-ID 400307.2

description: StrainInfo dataset 400307 about a strain of Streptomyces halstedii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.14749/27644238
title: National Research and Experimental Development Survey (R&D) 2010-11: All provinces in South Africa - Aggregated

description: <p> This data set contains the aggregated data for 2010-11 on the R&D expenditure per province by Business, Government, Higher Education, Not-for-Profit Organisations and Science Councils. R&D expenditure is aggregated by five survey sectors across nine provinces in South Africa.</p><p> Subsequent to the dissemination of version 1 of the 2010-11 data files, some of the information has been anonymised and the revised data files are disseminated as Version 2.</p>
DOI: 10.60712/si-id400308.3
title: StrainInfo SI-ID 400308.3

description: StrainInfo dataset 400308 about a strain of Botrimarina colliarenosi. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400309.3
title: StrainInfo SI-ID 400309.3

description: StrainInfo dataset 400309 about a strain of Allobranchiibius huperziae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400310.2
title: StrainInfo SI-ID 400310.2

description: StrainInfo dataset 400310 about a strain of Victivallis vadensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400311.2
title: StrainInfo SI-ID 400311.2

description: StrainInfo dataset 400311 about a strain of Streptacidiphilus monticola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400312.2
title: StrainInfo SI-ID 400312.2

description: StrainInfo dataset 400312 about a strain of Aspergillus salinarum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.14749/27644235
title: Trends in International Mathematics and Science Study (TIMSS) 2015 Grade 9: School background (BCG) - South Africa as one of 39 countries

description: <p> This data set contains the responses of schools when asked questions referring to their background, i.e. school environment and characteristics, instructional time, resources and technology, school emphasis on academic success, etc.  All schools were required to complete this questionnaire.</p><p> The data set has 108 variables and was completed by 292 schools.</p><p> Of the 300 sampled schools, 292 schools were included in the 2015 round of TIMSS, providing a response rate of 97%.</p>
DOI: 10.60712/si-id400313.2
title: StrainInfo SI-ID 400313.2

description: StrainInfo dataset 400313 about a strain of Penicillium roqueforti. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400314.2
title: StrainInfo SI-ID 400314.2

description: StrainInfo dataset 400314 about a strain of a not identified species. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400315.2
title: StrainInfo SI-ID 400315.2

description: StrainInfo dataset 400315 about a strain of Methylobacterium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400316.2
title: StrainInfo SI-ID 400316.2

description: StrainInfo dataset 400316 about a strain of Rhodotorula. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.14749/27644232
title: Trends in International Mathematics and Science Study (TIMSS) 2015 Grade 9: Science teacher (BTS) - South Africa as one of 39 countries

description: <p> This data set contains science teacher responses to the teacher background questionnaire, i.e. school emphasis on academic success, school environment, about being a teacher, about teaching the TIMSS class, etc. All science teachers were required to complete this questionnaire.</p><p> The data set has 215 variables and was completed by 331 teachers.</p><p> Of the 300 sampled schools, 292 schools was realised providing a response rate of 97%.</p>
DOI: 10.60712/si-id400317.2
title: StrainInfo SI-ID 400317.2

description: StrainInfo dataset 400317 about a strain of Acinetobacter gandensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.6084/m9.figshare.28532384
title: All datas relevant to the manuscript

description: This study presents an innovative AI-driven approach to enhancing and visualizing ECG data using fusion image processing techniques. Discrete Wavelet Transform (DWT) reduces noise, while Principal Component Analysis (PCA) improves feature extraction for accurate cardiac diagnosis. The proposed Hippopotamus fine-tuned Adaptive Long Short-Term Memory (HALSTM) model effectively captures complex patterns, achieving high accuracy (98.8%), recall (95.26%), and precision (98.56%). MATLAB simulations validate its efficacy, leveraging dynamic time-series plots, heat maps, and spectrograms for advanced visualization. This work aims to enhance cardiovascular disease monitoring, offering a cost-effective, comprehensive solution to improve medical care and save lives.
DOI: 10.6084/m9.figshare.28532384.v1
title: All datas relevant to the manuscript

description: This study presents an innovative AI-driven approach to enhancing and visualizing ECG data using fusion image processing techniques. Discrete Wavelet Transform (DWT) reduces noise, while Principal Component Analysis (PCA) improves feature extraction for accurate cardiac diagnosis. The proposed Hippopotamus fine-tuned Adaptive Long Short-Term Memory (HALSTM) model effectively captures complex patterns, achieving high accuracy (98.8%), recall (95.26%), and precision (98.56%). MATLAB simulations validate its efficacy, leveraging dynamic time-series plots, heat maps, and spectrograms for advanced visualization. This work aims to enhance cardiovascular disease monitoring, offering a cost-effective, comprehensive solution to improve medical care and save lives.
DOI: 10.60712/si-id400318.2
title: StrainInfo SI-ID 400318.2

description: StrainInfo dataset 400318 about a strain of Dyadobacter fermentans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400319.2
title: StrainInfo SI-ID 400319.2

description: StrainInfo dataset 400319 about a strain of Cavicella subterranea. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400320.3
title: StrainInfo SI-ID 400320.3

description: StrainInfo dataset 400320 about a strain of Dissulfurispira thermophila. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400321.2
title: StrainInfo SI-ID 400321.2

description: StrainInfo dataset 400321 about a strain of Thermoanaerobacter sulfurigignens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400322.2
title: StrainInfo SI-ID 400322.2

description: StrainInfo dataset 400322 about a strain of Pseudoalteromonas gelatinilytica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.14749/27644229
title: National Research and Experimental Development Survey (R&D) 2009-10: All provinces in South Africa - Aggregated

description: <p> This data set contains the aggregated data for 2009-10 on the R&D expenditure per province by Business, Government, Higher Education, Not-for-Profit Organisations and Science Councils. R&D expenditure is aggregated by five survey sectors across nine provinces in South Africa.</p><p> Subsequent to the dissemination of version 1 of the 2009-10 data files, some of the information has been anonymised and the revised data files are disseminated as Version 2.</p>
DOI: 10.60712/si-id400323.2
title: StrainInfo SI-ID 400323.2

description: StrainInfo dataset 400323 about a strain of Bacillus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400324.2
title: StrainInfo SI-ID 400324.2

description: StrainInfo dataset 400324 about a strain of Komagataeibacter intermedius. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400325.2
title: StrainInfo SI-ID 400325.2

description: StrainInfo dataset 400325 about a strain of Entonaema liquescens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id400326.2
title: StrainInfo SI-ID 400326.2

description: StrainInfo dataset 400326 about a strain of Niallia circulans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.