cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.635mg4
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campylopus hemitrichius (Müll.Hal.) A.Jaeger"
 ]
}

 The dataset includes 36 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033263-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv7oqb
title: Occurrence Download

description: A dataset containing 1786 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données Ligue de protection des oiseaux de Touraine - Données 2015 de la Ligue pour la Protection des Oiseaux de Touraine"
 ]
}

 The dataset includes 1786 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023802-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhpkl1
title: Occurrence Download

description: A dataset containing 596 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hymenochaete damicornis (Link) Lév."
 ]
}

 The dataset includes 596 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033269-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ouq3so
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphilotes ancilla purpura Austin, 1998"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004259-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxcmc7
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platystacus cotylephorus Bloch, 1794"
 ]
}

 The dataset includes 220 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033273-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iba1di
title: Occurrence Download

description: A dataset containing 2394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Pisum sativum L."
 ]
}

 The dataset includes 2394 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005169-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g65ede
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudobunocephalus bifidus (Eigenmann, 1942)"
 ]
}

 The dataset includes 26 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033278-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.meg4zj
title: Occurrence Download

description: A dataset containing 5732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-142.20702 49.39452,-89.33203 -5.73047,-80.05077 -44.54297,-36.17577 -30.19922,-27.73827 -13.32422,-13.12207 1.73144,-4.05176 -2.06543,1.64356 2.01269,2.13574 -14.65137,20.07423 -46.51173,228.48048 -53.54298,236.91798 -0.10548,205.41797 79.48827,-142.20702 49.39452))",
 "TaxonKey is Acrostichum L."
 ]
}

 The dataset includes 5732 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067937-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4bbyu
title: Occurrence Download

description: A dataset listing the 18044 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Jamaica",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 18044 records were derived from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007165-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25927362
title: LBDNet interlaboratory comparison for the dicentric chromosome assay by digitized image analysis applying weighted robust statistical methods

description: This interlaboratory comparison was conducted to evaluate the performance of the Latin-American Biodosimetry Network (LBDNet) in analyzing digitized images for scoring dicentric chromosomes from <i>in vitro</i> irradiated blood samples. The exercise also assessed the use of weighted robust algorithms to compensate the uneven expertise among the participating laboratories. Three sets of coded images obtained through the dicentric chromosome assay from blood samples irradiated at 1.5 Gy (sample A) and 4 Gy (sample B), as well as a non-irradiated whole blood sample (sample C), were shared among LBDNet laboratories. The images were captured using the Metafer4 platform coupled with the AutoCapt module. The laboratories were requested to perform triage scoring, conventional scoring, and dose estimation. The dose estimation was carried out using either their laboratory calibration curve or a common calibration curve. A comparative statistical analysis was conducted using a weighted robust Hampel algorithm and z score to compensate for uneven expertise in dicentric analysis and dose assessment among all laboratories. Out of twelve laboratories, one had unsatisfactory estimated doses at 0 Gy, and two had unsatisfactory estimated doses at 1.5 Gy when using their own calibration curve and triage scoring mode. However, all doses were satisfactory at 4 Gy. Six laboratories had estimated doses within 95% uncertainty limits at 0 Gy, seven at 1.5 Gy, and four at 4 Gy. While the mean dose for sample C was significantly biased using robust algorithms, applying weights to compensate for the laboratory’s analysis expertise reduced the bias by half. The bias from delivered doses was only notable for sample C. Using the common calibration curve for dose estimation reduced the standard deviation (<i>s</i>*) estimated by robust methods for all three samples. The results underscore the significance of performing interlaboratory comparison exercises that involve digitized and electronically transmitted images, even when analyzing non-irradiated samples. In situations where the participating laboratories possess different levels of proficiency, it may prove essential to employ weighted robust algorithms to achieve precise outcomes.
DOI: 10.6084/m9.figshare.25714980.v1
title: Gamma-rays induced genome wide stable mutations in cowpea deciphered through whole genome sequencing

description: Gamma rays are the most widely exploited physical mutagen in plant mutation breeding. They are known to be involved in the development of more than 60% of global cowpea (<i>Vigna unguiculata</i> (L.) Walp.) mutant varieties. Nevertheless, the nature and type of genome-wide mutations induced by gamma rays have not been studied in cowpea and therefore, the present investigation was undertaken. Genomic DNAs from three stable gamma rays-induced mutants (large seed size, small seed size and disease resistant mutant) of cowpea cultivar ‘CPD103’ in M<sub>6</sub> generation along with its progenitor were used for Illumina-based whole-genome resequencing. Gamma rays induced a relatively higher frequency (88.9%) of single base substitutions (SBSs) with an average transition to transversion ratio (Ti/Tv) of 3.51 in M<sub>6</sub> generation. A &gt; G transitions, including its complementary T &gt; C transitions, predominated the transition mutations, while all four types of transversion mutations were detected with frequencies over 6.5%. Indels (small insertions and deletions) constituted about 11% of the total induced variations, wherein small insertions (6.3%) were relatively more prominent than small deletions (4.8%). Among the indels, single-base indels and, in particular, those involving A/T bases showed a preponderance, albeit indels of up to three bases were detected in low proportions. Distributed across all 11 chromosomes, only a fraction of SBSs (19.45%) and indels (20.2%) potentially altered the encoded amino acids/peptides. The inherent mutation rate induced by gamma rays in cowpea was observed to be in the order of 1.4 × 10<sup>−7</sup> per base pair in M<sub>6</sub> generation. Gamma-rays with a greater tendency to induce SBSs and, to a lesser extent, indels could be efficiently and effectively exploited in cowpea mutation breeding.
DOI: 10.6084/m9.figshare.25714980
title: Gamma-rays induced genome wide stable mutations in cowpea deciphered through whole genome sequencing

description: Gamma rays are the most widely exploited physical mutagen in plant mutation breeding. They are known to be involved in the development of more than 60% of global cowpea (<i>Vigna unguiculata</i> (L.) Walp.) mutant varieties. Nevertheless, the nature and type of genome-wide mutations induced by gamma rays have not been studied in cowpea and therefore, the present investigation was undertaken. Genomic DNAs from three stable gamma rays-induced mutants (large seed size, small seed size and disease resistant mutant) of cowpea cultivar ‘CPD103’ in M<sub>6</sub> generation along with its progenitor were used for Illumina-based whole-genome resequencing. Gamma rays induced a relatively higher frequency (88.9%) of single base substitutions (SBSs) with an average transition to transversion ratio (Ti/Tv) of 3.51 in M<sub>6</sub> generation. A &gt; G transitions, including its complementary T &gt; C transitions, predominated the transition mutations, while all four types of transversion mutations were detected with frequencies over 6.5%. Indels (small insertions and deletions) constituted about 11% of the total induced variations, wherein small insertions (6.3%) were relatively more prominent than small deletions (4.8%). Among the indels, single-base indels and, in particular, those involving A/T bases showed a preponderance, albeit indels of up to three bases were detected in low proportions. Distributed across all 11 chromosomes, only a fraction of SBSs (19.45%) and indels (20.2%) potentially altered the encoded amino acids/peptides. The inherent mutation rate induced by gamma rays in cowpea was observed to be in the order of 1.4 × 10<sup>−7</sup> per base pair in M<sub>6</sub> generation. Gamma-rays with a greater tendency to induce SBSs and, to a lesser extent, indels could be efficiently and effectively exploited in cowpea mutation breeding.
DOI: 10.25345/c5c53fc41
title: MassIVE MSV000095200 - MbtK contributes to mycobacterial pathogenesis by promoting PDIM biosynthesis
title: Dataset Raw and Processed in support of Jones et al., "MbtK contributes to mycobacterial pathogenesis by promoting PDIM biosynthesis"
DOI: 10.15468/dl.t737r5
title: Occurrence Download

description: A dataset containing 412408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-82 35.5,-81 35.5,-81 36.6,-82 36.6,-82 35.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2022-2024"
 ]
}

 The dataset includes 412408 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007167-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10050560
title: Dataset of the Paper "Architecture Decisions in Quantum Software Systems: An Empirical Study on Stack Exchange and GitHub"

description: This dataset was collected from GitHub and Stack Exchange (including Stack Overflow, Quantum Computing Stack Exchange, and Computer Science Stack Exchange) to conduct an empirical study on architecture decisions in quantum software systems. We provide below a brief description of each file:
1. Dataset (GitHub).xlsx
contains selected quantum software projects from GitHub with project names, issue IDs, and issue URLs and the data extracted from the GitHub issues that are related to architecture decisions in quantum software development.
2. Dataset (SO).xlsx
contains the IDs and URLs of Stack Overflow (SO) labeled posts and the extracted data from the Stack Overflow posts that are related to architecture decisions in quantum software development.
3. Dataset (QC).xlsx
contains the IDs and URLs of Quantum Computing (QC) Stack Exchange labeled posts and the extracted data from the Quantum Computing Stack Exchange posts that are related to architecture decisions in quantum software development.
4. Dataset (CS).xlsx
contains the IDs and URLs of Computer Science (CS) Stack Exchange labeled posts and the extracted data from the Computer Science Stack Exchange posts that are related to architecture decisions in quantum software development.
5. Extracted Data (GitHub+SO+QC+CS).xlsx
provides the final results of data extracted from the related GitHub issues, SO posts, QC posts, and CS posts.
DOI: 10.5281/zenodo.10050561
title: Dataset of the Paper "Architecture Decisions in Quantum Software Systems: An Empirical Study on Stack Exchange and GitHub"

description: This dataset was collected from GitHub and Stack Exchange (including Stack Overflow, Quantum Computing Stack Exchange, and Computer Science Stack Exchange) to conduct an empirical study on architecture decisions in quantum software systems. We provide below a brief description of each file:
1. Dataset (GitHub).xlsx
contains selected quantum software projects from GitHub with project names, issue IDs, and issue URLs and the data extracted from the GitHub issues that are related to architecture decisions in quantum software development.
2. Dataset (SO).xlsx
contains the IDs and URLs of Stack Overflow (SO) labeled posts and the extracted data from the Stack Overflow posts that are related to architecture decisions in quantum software development.
3. Dataset (QC).xlsx
contains the IDs and URLs of Quantum Computing (QC) Stack Exchange labeled posts and the extracted data from the Quantum Computing Stack Exchange posts that are related to architecture decisions in quantum software development.
4. Dataset (CS).xlsx
contains the IDs and URLs of Computer Science (CS) Stack Exchange labeled posts and the extracted data from the Computer Science Stack Exchange posts that are related to architecture decisions in quantum software development.
5. Extracted Data (GitHub+SO+QC+CS).xlsx
provides the final results of data extracted from the related GitHub issues, SO posts, QC posts, and CS posts.
DOI: 10.5281/zenodo.10252706
title: Dataset of the Paper "Architecture Decisions in Quantum Software Systems: An Empirical Study on Stack Exchange and GitHub"

description: This dataset was collected from GitHub and Stack Exchange (including Stack Overflow, Quantum Computing Stack Exchange, and Computer Science Stack Exchange) to conduct an empirical study on architecture decisions in quantum software systems. We provide below a brief description of each file:
1. Dataset (GitHub).xlsx
contains selected quantum software projects from GitHub with project names, issue IDs, and issue URLs and the data extracted from the GitHub issues that are related to architecture decisions in quantum software development.
2. Dataset (SO).xlsx
contains the IDs and URLs of Stack Overflow (SO) labeled posts and the extracted data from the Stack Overflow posts that are related to architecture decisions in quantum software development.
3. Dataset (QC).xlsx
contains the IDs and URLs of Quantum Computing (QC) Stack Exchange labeled posts and the extracted data from the Quantum Computing Stack Exchange posts that are related to architecture decisions in quantum software development.
4. Dataset (CS).xlsx
contains the IDs and URLs of Computer Science (CS) Stack Exchange labeled posts and the extracted data from the Computer Science Stack Exchange posts that are related to architecture decisions in quantum software development.
5. Extracted Data (GitHub+SO+QC+CS).xlsx
provides the final results of data extracted from the related GitHub issues, SO posts, QC posts, and CS posts.
DOI: 10.5281/zenodo.12610700
title: Dataset of the Paper "Architecture Decisions in Quantum Software Systems: An Empirical Study on Stack Exchange and GitHub"

description: This dataset was collected from GitHub and Stack Exchange (including Stack Overflow, Quantum Computing Stack Exchange, and Computer Science Stack Exchange) to conduct an empirical study on architecture decisions in quantum software systems. We provide below a brief description of each file:
1. Dataset (GitHub).xlsx
contains selected quantum software projects from GitHub with project names, issue IDs, and issue URLs and the data extracted from the GitHub issues that are related to architecture decisions in quantum software development.
2. Dataset (SO).xlsx
contains the IDs and URLs of Stack Overflow (SO) labeled posts and the extracted data from the Stack Overflow posts that are related to architecture decisions in quantum software development.
3. Dataset (QC).xlsx
contains the IDs and URLs of Quantum Computing (QC) Stack Exchange labeled posts and the extracted data from the Quantum Computing Stack Exchange posts that are related to architecture decisions in quantum software development.
4. Dataset (CS).xlsx
contains the IDs and URLs of Computer Science (CS) Stack Exchange labeled posts and the extracted data from the Computer Science Stack Exchange posts that are related to architecture decisions in quantum software development.
5. Extracted Data (GitHub+SO+QC+CS).xlsx
provides the final results of data extracted from the related GitHub issues, SO posts, QC posts, and CS posts.
DOI: 10.15468/dl.mhbdmm
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Germany",
 "DatasetKey is Occurrence Data of Vascular Plants collected or compiled for the Flora of Bavaria",
 "Geometry POLYGON((10.19849 49.88991,12.07715 49.88991,12.07715 50.75267,10.19849 50.75267,10.19849 49.88991))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "PublishingOrg is 0674aea0-a7e1-11d8-9534-b8a03c50a862",
 "Year 2021-2023"
 ]
}

 The dataset includes 259 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007168-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/00336
title: Chandra X-ray Observatory ObsId 00336

description: HETG OBSERVATIONS OF VARIOUS ACTIVE GALACTIC NUCLEI
DOI: 10.15468/dl.m44sje
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Germany",
 "DatasetKey is Occurrence Data of Vascular Plants collected or compiled for the Flora of Bavaria",
 "Geometry POLYGON((10.19849 49.88991,12.07715 49.88991,12.07715 50.75267,10.19849 50.75267,10.19849 49.88991))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "PublishingOrg is 0674aea0-a7e1-11d8-9534-b8a03c50a862",
 "Year 2021-2023"
 ]
}

 The dataset includes 259 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007169-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gn8jtsz2yt.1
title: The Role of Machine Learning and System Dynamics in Mitigating Cyber Risks to Critical Infrastructure

description: this data was use to assess the resilience of existing security protocols and predict potential breach points from 2010 to 2024
DOI: 10.17632/ypnf86gksn.1
title: Baermann data

description: Hypothesis: certain breeds and ages of dogs are at higher risk of receiving a positive Baermann examination (A. vasorum, C. vulpis or both). Certain dog breeds and ages are disposed to higher number og nematodes when testing postive.
Data showes that specifically age is a significant risk factor in a Baermann testing postive A. vasorum, C. vulpis and postive for both nematodes. Some breed groups har at higher risk then others, but data is not significant

Describe your research hypothesis, what your data shows, any notable findings and how the data can be interpreted. Please add sufficient description to enable others to understand what the data is, how it was gathered and how to interpret and use it.
DOI: 10.15468/dl.hvbqqe
title: Occurrence Download

description: A dataset containing 23719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Occurrence Data of Vascular Plants collected or compiled for the Flora of Bavaria",
 "Year 2021-2024"
 ]
}

 The dataset includes 23719 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007172-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/km8cr5gwzj.1
title: Supplementary Material

description: This document is supplementary material accompanying the paper: "On the representation of sparse stochastic matrices with state embedding"
DOI: 10.17632/3w2b9rdbt5.1
title: Data of Synergistic Insecticidal Potential of a Nanoemulsion of Neem, Tea Tree, and Citronella Essential Oils for Cochliomyia homi-nivorax Eco-friendly Control

description: data suplementary
DOI: 10.17632/3w2b9rdbt5.2
title: Data of Synergistic Insecticidal Potential of a Nanoemulsion of Neem, Tea Tree, and Citronella Essential Oils for Cochliomyia homi-nivorax Eco-friendly Control

description: This repository brings together the set of raw data, analyzed and organized data that generated the results presented in the manuscript of the article entitled "Synergistic Insecticidal Potential of a Nanoemulsion of Neem, Tea Tree, and Citronella Essential Oils for Cochliomyia homi-nivorax Eco-friendly Control” presented for consideration for publication in the journal Parasitology Research.
DOI: 10.17632/x6745mmd6k.1
title: Supplementary Material

description: Supplementary material for Efficacy and safety of low-dose (0.2mg) dutasteride for male androgenic alopecia: a multicenter, randomized, couble-blind,placebo-controlled, parallel-group phase III clinical trial
DOI: 10.5281/zenodo.12610672
title: CoderUJB: An Executable and Unified Java Benchmark for Practical Programming Scenarios (Artifact)
DOI: 10.5281/zenodo.12610671
title: CoderUJB: An Executable and Unified Java Benchmark for Practical Programming Scenarios (Artifact)
DOI: 10.17632/jdy7ns7k8f.1
title: TEL Pilot data

description: Data collated for TEL CBL pilot