cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bfv686
title: Occurrence Download

description: A dataset containing 29 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.datasetkey = 'ad05fb6a-3087-433c-a1d7-ef8ab0ab966d'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.classificationdetails['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c']['specieskey'] &lt;&gt; '' AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 29 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006173-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18600527
title: Laminar 2D channel flow over circular cylinder at Re=100

description: Velocity data over time for the laminar 2D channel flow over a circular cylinder at Re=100, computed with the Gascoigne3D Finite Element solver (https://gascoigne.math.uni-magdeburg.de/).
DOI: 10.5281/zenodo.18600528
title: Laminar 2D channel flow over circular cylinder at Re=100

description: Velocity data over time for the laminar 2D channel flow over a circular cylinder at Re=100, computed with the Gascoigne3D Finite Element solver (https://gascoigne.math.uni-magdeburg.de/).
DOI: 10.5281/zenodo.18508048
title: Appendices: Deciphering archives of magmatic, tectonic and hydrothermal events throughout emplacement and crystallisation of igneous intrusions

description: Appendices associated with the PhD Thesis of Ben Latimer titled "Deciphering archives of magmatic, tectonic and hydrothermal events throughout emplacement and crystallisation of igneous intrusions".

Eleven appendices are included as part of this thesis, providing all data generated throughout the project and are intended supplement the main text.The appendices are as follows:

Appendix A: Sample List and LocationsAppendix B: Data Orientation GuideAppendix C: Magnetic Fabric DataAppendix D: Magnetic Characterisation DataAppendix E: CPO DataAppendix F: Hyperspectral DataAppendix G: Field & UAV Imagery MeasurementsAppendix H: Thin Section ScansAppendix I: Notebook and Sketch ScansAppendix J: UAV ImageryAppendix K: GIS FilesThe data for each Appendix are uploaded as .zip files alongside the main thesis text.
DOI: 10.5281/zenodo.18508047
title: Appendices: Deciphering archives of magmatic, tectonic and hydrothermal events throughout emplacement and crystallisation of igneous intrusions

description: Appendices associated with the PhD Thesis of Ben Latimer titled "Deciphering archives of magmatic, tectonic and hydrothermal events throughout emplacement and crystallisation of igneous intrusions".

Eleven appendices are included as part of this thesis, providing all data generated throughout the project and are intended supplement the main text.The appendices are as follows:

Appendix A: Sample List and LocationsAppendix B: Data Orientation GuideAppendix C: Magnetic Fabric DataAppendix D: Magnetic Characterisation DataAppendix E: CPO DataAppendix F: Hyperspectral DataAppendix G: Field & UAV Imagery MeasurementsAppendix H: Thin Section ScansAppendix I: Notebook and Sketch ScansAppendix J: UAV ImageryAppendix K: GIS FilesThe data for each Appendix are uploaded as .zip files alongside the main thesis text.
DOI: 10.15468/dl.g9anf8
title: Occurrence Download

description: A dataset containing 88333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-176.64546 13.90559,-46.46149 13.90559,-46.46149 74.40542,-176.64546 74.40542,-176.64546 13.90559))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx rufus"
 ]
}

 The dataset includes 88333 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006140-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c49n4v
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Smutsia gigantea",
 "Year 1980-2026"
 ]
}

 The dataset includes 120 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006182-260208012135463/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.31295878
title: Source Data of Main Results for "International Trade Reduces Emissions through Technology Transfer Led by Key Emitters"

description: This dataset contains the data for Figures 1-4 presented in the associated manuscript.
DOI: 10.6084/m9.figshare.31295878.v1
title: Source Data of Main Results for "International Trade Reduces Emissions through Technology Transfer Led by Key Emitters"

description: This dataset contains the data for Figures 1-4 presented in the associated manuscript.
DOI: 10.5281/zenodo.18600564
title: DEVELOPMENT OF AN AUTOMATED AND INTELLIGENT CONTROL SYSTEM FOR THE POLYVINYL CHLORIDE DRYING PROCESS

description: The drying process is a critical stage in polyvinyl chloride production, directly influencing product quality, energy consumption, and operational efficiency. Conventional drying systems often rely on fixed control strategies that are unable to effectively handle the nonlinear and dynamic nature of polymer drying. This study presents the development of an automated and intelligent control system for the PVC drying process aimed at improving energy efficiency and moisture uniformity.

The proposed system integrates real-time process monitoring, programmable logic controller-based automation, and intelligent control techniques, including fuzzy logic and neural network-based moisture prediction. Key drying parameters such as air temperature, humidity, and airflow rate are continuously monitored and adaptively regulated. Comparative experimental analysis was conducted between conventional control and intelligent control modes under identical operating conditions.

The results demonstrate that the intelligent control system significantly reduces drying time and energy consumption while maintaining stable operating conditions and achieving uniform final moisture content. The predictive capability of the neural network model enables proactive control actions, enhancing process reliability and product consistency. Overall, the findings confirm the effectiveness of intelligent control technologies in optimizing industrial PVC drying processes and supporting the implementation of smart manufacturing principles.
DOI: 10.5281/zenodo.18600563
title: DEVELOPMENT OF AN AUTOMATED AND INTELLIGENT CONTROL SYSTEM FOR THE POLYVINYL CHLORIDE DRYING PROCESS

description: The drying process is a critical stage in polyvinyl chloride production, directly influencing product quality, energy consumption, and operational efficiency. Conventional drying systems often rely on fixed control strategies that are unable to effectively handle the nonlinear and dynamic nature of polymer drying. This study presents the development of an automated and intelligent control system for the PVC drying process aimed at improving energy efficiency and moisture uniformity.

The proposed system integrates real-time process monitoring, programmable logic controller-based automation, and intelligent control techniques, including fuzzy logic and neural network-based moisture prediction. Key drying parameters such as air temperature, humidity, and airflow rate are continuously monitored and adaptively regulated. Comparative experimental analysis was conducted between conventional control and intelligent control modes under identical operating conditions.

The results demonstrate that the intelligent control system significantly reduces drying time and energy consumption while maintaining stable operating conditions and achieving uniform final moisture content. The predictive capability of the neural network model enables proactive control actions, enhancing process reliability and product consistency. Overall, the findings confirm the effectiveness of intelligent control technologies in optimizing industrial PVC drying processes and supporting the implementation of smart manufacturing principles.
DOI: 10.15468/dl.9wqtyh
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spermacoce densiflora",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 569 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006184-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvkugn
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Macrotermes",
 "Year 1980-2026"
 ]
}

 The dataset includes 143 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006186-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7vu9j
title: Occurrence Download

description: A dataset containing 131425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muntiacus reevesi",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 131425 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006144-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36xzfa
title: Occurrence Download

description: A dataset containing 671 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana zweifeli"
 ]
}

 The dataset includes 671 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006187-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18600419
title: Frieze charge-stripes in a correlated kagome superconductor CsCr3Sb5
DOI: 10.5281/zenodo.18600420
title: Frieze charge-stripes in a correlated kagome superconductor CsCr3Sb5
DOI: 10.5281/zenodo.18600535
title: Oliy ta'lim muassasalarida kafedralar  shakllanishi va rivojlanishi tarixi

description: Mazkur maqolada oliy ta’lim muassasalarida kafedralarning vujudga kelishi, tarixiy shakllanish bosqichlari hamda zamonaviy oliy ta’lim tizimidagi o‘rni yoritilgan. Kafedralarning Yevropa klassik universitetlari tajribasi asosida rivojlanishi, sovet davridagi faoliyat xususiyatlari va O‘zbekiston oliy ta’lim tizimidagi taraqqiyot jarayoni tahlil qilingan. Kafedralarning ta’lim, ilmiy-tadqiqot va metodik faoliyatni uyg‘unlashtiruvchi asosiy akademik bo‘g‘in sifatidagi ahamiyati asoslab berilgan.
DOI: 10.5281/zenodo.18600594
title: Oliy ta'lim muassasalarida kafedralar  shakllanishi va rivojlanishi tarixi

description: Mazkur maqolada oliy ta’lim muassasalarida kafedralarning vujudga kelishi, tarixiy shakllanish bosqichlari hamda zamonaviy oliy ta’lim tizimidagi o‘rni yoritilgan. Kafedralarning Yevropa klassik universitetlari tajribasi asosida rivojlanishi, sovet davridagi faoliyat xususiyatlari va O‘zbekiston oliy ta’lim tizimidagi taraqqiyot jarayoni tahlil qilingan. Kafedralarning ta’lim, ilmiy-tadqiqot va metodik faoliyatni uyg‘unlashtiruvchi asosiy akademik bo‘g‘in sifatidagi ahamiyati asoslab berilgan.
DOI: 10.25810/8196-e820
title: United Kingdom Newspaper Coverage of Climate Change or Global Warming, 2004-2026

description: The Media and Climate Change Observatory Data monitors 74 sources (across newspapers, radio and TV) in 38 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://sciencepolicy.colorado.edu/icecaps/research/media_coverage/index.html. These data include Excel (.xlsx), CSV (.csv), and plain-text README files (.txt).
DOI: 10.5281/zenodo.18600589
title: IMPROVING PROTECTION MECHANISMS AGAINST OWASP TOP 10 VULNERABILITIES IN WEB APPLICATIONS

description: Web applications play a critical role in delivering digital services across various sectors; however, their increasing complexity has made them highly vulnerable to cyberattacks. Among the most significant security threats are those identified in the OWASP Top 10, which represent the most common and impactful vulnerabilities affecting web applications. This study focuses on identifying OWASP Top 10 vulnerabilities and evaluating methods for improving protection mechanisms against these risks.

The research employed a combination of static and dynamic application security testing techniques, supported by manual verification, to assess the security posture of selected web applications. The effectiveness of existing protection mechanisms was analyzed, and comparative results were used to identify common weaknesses and strengths in current security implementations. The findings indicate that injection vulnerabilities, broken authentication, and security misconfigurations remain prevalent, primarily due to insufficient secure coding practices and lack of continuous security monitoring.

The study demonstrates that integrating automated security testing, secure development lifecycle principles, and consistent protection mechanisms significantly reduces vulnerability exposure. The results provide practical recommendations for enhancing web application security and support the adoption of proactive strategies to mitigate OWASP Top 10 risks.
DOI: 10.5281/zenodo.18600588
title: IMPROVING PROTECTION MECHANISMS AGAINST OWASP TOP 10 VULNERABILITIES IN WEB APPLICATIONS

description: Web applications play a critical role in delivering digital services across various sectors; however, their increasing complexity has made them highly vulnerable to cyberattacks. Among the most significant security threats are those identified in the OWASP Top 10, which represent the most common and impactful vulnerabilities affecting web applications. This study focuses on identifying OWASP Top 10 vulnerabilities and evaluating methods for improving protection mechanisms against these risks.

The research employed a combination of static and dynamic application security testing techniques, supported by manual verification, to assess the security posture of selected web applications. The effectiveness of existing protection mechanisms was analyzed, and comparative results were used to identify common weaknesses and strengths in current security implementations. The findings indicate that injection vulnerabilities, broken authentication, and security misconfigurations remain prevalent, primarily due to insufficient secure coding practices and lack of continuous security monitoring.

The study demonstrates that integrating automated security testing, secure development lifecycle principles, and consistent protection mechanisms significantly reduces vulnerability exposure. The results provide practical recommendations for enhancing web application security and support the adoption of proactive strategies to mitigate OWASP Top 10 risks.
DOI: 10.26207/r3te-wj74
title: Data for "Feeding by slugs on maize imposes variable productivity costs but can induce compensatory growth under some conditions"

description: Data from greenhouse experiments supporting paper submitted to Pest Management Science
DOI: 10.25810/8196-e820.95
title: United Kingdom Newspaper Coverage of Climate Change or Global Warming, 2000-2026 - January 2026

description: The Media and Climate Change Observatory Data monitors 131 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.6069/ckx4-fv98
title: Marti_et_al_Prediction of metabolic dynamics through deep learning and high-throughput multiomics data

description: Synthetic biology’s remarkable potential to tackle important societal problems is held back by our inability to predictably engineer biological systems. Here, we collected one of the largest public multiomics synthetic biology datasets generated to date, and used it to train machine learning algorithms that are able to predict product and metabolic dynamics with great accuracy, starting to approach the predictive capabilities found in physics and chemistry. These predictions were provided for a non-model yeast, Pichia kudriavzevii, displaying carbon fluxes very different from model yeasts, and already engineered to produce large amounts of malonic acid, a desirable biomanufacturing target. Recommendations for genetic interventions obtained from this model improved final production, and illustrated existing limitations in leveraging predictive models of metabolism. This work shows the key role that machine learning can potentially play to significantly reduce the development time of novel synthetic biology products, paving the way for a timely replacement of the thousands of petrochemicals used in the modern economy, to create a working circular bioeconomy that can help mitigate climate change.
DOI: 10.6069/fnz8-1m32
title: Prediction of metabolic dynamics through deep learning and high-throughput multiomics data_metabolomics

description: Synthetic biology’s remarkable potential to tackle important societal problems is held back by our inability to predictably engineer biological systems. Here, we collected one of the largest public multiomics synthetic biology datasets generated to date, and used it to train machine learning algorithms that are able to predict product and metabolic dynamics with great accuracy, starting to approach the predictive capabilities found in physics and chemistry. These predictions were provided for a non-model yeast, Pichia kudriavzevii, displaying carbon fluxes very different from model yeasts, and already engineered to produce large amounts of malonic acid, a desirable biomanufacturing target. Recommendations for genetic interventions obtained from this model improved final production, and illustrated existing limitations in leveraging predictive models of metabolism. This work shows the key role that machine learning can potentially play to significantly reduce the development time of novel synthetic biology products, paving the way for a timely replacement of the thousands of petrochemicals used in the modern economy, to create a working circular bioeconomy that can help mitigate climate change.
DOI: 10.15468/dl.28bcg4
title: Occurrence Download

description: A dataset listing the 23 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is New black fungus gnats (Diptera: Sciaridae) from Eastern Australia"
 ]
}

 The dataset's 23 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006176-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/jck1-hf50
title: US Newspaper Coverage of Climate Change or Global Warming, 2004-2026

description: The Media and Climate Change Observatory Data monitors 74 sources (across newspapers, radio and TV) in 38 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://sciencepolicy.colorado.edu/icecaps/research/media_coverage/index.html. These data include Excel (.xlsx), CSV (.csv), and plain-text README files (.txt).
DOI: 10.15468/dl.hwa76j
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odontotermes",
 "Year 1980-2026"
 ]
}

 The dataset includes 132 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006189-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nzayv
title: Occurrence Download

description: A dataset containing 90203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Lynx lynx"
 ]
}

 The dataset includes 90203 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006164-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/jck1-hf50.94
title: US Newspaper Coverage of Climate Change or Global Warming, 2000-2026 - January 2026

description: The Media and Climate Change Observatory Data monitors 131 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.