cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/fhwtmzxbf2.1
title: Simulation-derived electricity consumption dataset for standardized TOKİ mass housing across 11 provinces affected by the 6 February 2023 earthquakes in Türkiye

description: This dataset contains simulation-derived energy, climate, and thermal performance variables for a standardized TOKİ mass housing typology located in provinces affected by the 6 February 2023 earthquakes in Türkiye. The data were generated using dynamic building energy simulations conducted in DesignBuilder with the EnergyPlus simulation engine.

Simulations were performed on an annual basis using province-specific EPW climate files to capture regional climatic variations. The dataset includes electricity and gas consumption indicators, heating and cooling loads, thermal comfort parameters, environmental variables, and CO₂ emission-related outputs. All building geometry, envelope properties, and system configurations were kept constant across simulations to isolate the impact of climatic conditions on energy performance.

The dataset is structured to support binary electricity consumption tier classification (LOW/HIGH) based on daily average electricity usage, in accordance with Türkiye’s tiered electricity tariff framework defined by the Energy Market Regulatory Authority (EPDK). Raw simulation outputs were organized and preprocessed through standardization and binary label transformation to facilitate reuse in data-driven analyses, including classification, feature selection, and dimensionality reduction studies.

This dataset is intended to support research on residential energy consumption analysis, post-disaster housing assessment, energy efficiency evaluation, and machine learning–based modeling without requiring the repetition of computationally intensive building energy simulations.
DOI: 10.17632/d98yf72rmt
title: Research data on the weathering of glass artifacts

description: The dataset comprises research data on the weathering of glass artifacts, including raw data and program code for identifying weathering.
DOI: 10.17632/d98yf72rmt.1
title: Research data on the weathering of glass artifacts

description: The dataset comprises research data on the weathering of glass artifacts, including raw data and program code for identifying weathering.
DOI: 10.25345/c56t0h91c
title: MassIVE MSV000100637 - An old nerve is an injured nerve: transcriptomic and proteomic profiles of peripheral nerve ageing and injury - aging-DR
title: Peripheral nervous system (PNS) ageing is marked by structural and functional decline, yet it remains unclear whether ageing constitutes a distinct biological programme or reflects a chronic injury-like state. To address this, we performed an unbiased, comparative molecular analysis of PNS ageing, neuroprotective dietary restriction (DR), and nerve injury. We conducted transcriptomic and proteomic profiling of peripheral nerves from young, old and geriatric mice fed ad libitum or subjected to long-term DR, and proteomics of nerves collected at multiple time points following injury. Age-associated molecular changes followed both linear and non-linear trajectories, and DR partially attenuated these ageing-related alterations. Notably, ageing- and injury-induced proteomic signatures showed considerable similarities, supporting the concept that an aged nerve resembles an injured nerve. Together, our study provides the most comprehensive molecular resource of PNS changes during ageing, DR, and injury, enabling the definition of key molecular signatures underlying PNS physiology. All datasets are integrated into the PNS-omics Viewer, a Shiny web application designed to facilitate data mining of the herein presented dataset.
DOI: 10.5281/zenodo.18347733
title: TelcoTemp output data for TelcoSense platform

description: This repository contains output .png images (including overall median temperature for each frame) for CML-derived temperate measuring and weather stations temperature data from all over Czechia in 2025 (01--03). The CLI application that computes the images is available here: https://github.com/TelcoSense/telcotemp and the TelcoSense platform that visualizes the ouputs is available here: htttps://telcosense.cz/temp.
DOI: 10.5281/zenodo.18347734
title: TelcoTemp output data for TelcoSense platform

description: This repository contains output .png images (including overall median temperature for each frame) for CML-derived temperate measuring and weather stations temperature data from all over Czechia in 2025 (01--03). The CLI application that computes the images is available here: https://github.com/TelcoSense/telcotemp and the TelcoSense platform that visualizes the ouputs is available here: htttps://telcosense.cz/temp.
DOI: 10.15468/dl.yzrch8
title: Occurrence Download

description: A dataset containing 58 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 Aedes argenteopunctatus",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 58 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000030-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dk22kbsfd6.1
title: Integrating the SDGs into Early Childhood Teacher Education: Supplementary Figures and Dataset

description: his dataset contains supplementary materials for the research article investigating the integration of Sustainable Development Goals (SDG) into Early Childhood Teacher Education. It includes raw and processed data organized by university, curricular year, and SDG subcategories. The dataset features 5 high-resolution figures (optimized for accessibility/daltonism) and a comprehensive Excel file containing:

SDG Subcategories distributed by university and course year.

Curricular dimensions (Sociocultural, Environmental, Economic, Sustainability) cross-referenced by University.

Dimension analysis by Curricular Area.
DOI: 10.5281/zenodo.18213668
title: Utilizing the predictable binding kinetics of DNA-PAINT to denoise super-resolution images

description: DNA-PAINT localization data.
DOI: 10.5281/zenodo.18213667
title: Utilizing the predictable binding kinetics of DNA-PAINT to denoise super-resolution images

description: DNA-PAINT localization data.
DOI: 10.5281/zenodo.18415073
title: Bibliographic References for: Behavioural and Institutional Drivers of Green Technology Adoption

description: This record provides the curated bibliographic references supporting the article “Behavioural and Institutional Drivers of Green Technology Adoption: A TAM-Based Framework for Sustainability Transitions”.

The BibTeX file contains all sources cited in the manuscript, including literature from environmental psychology, behavioural public policy, sustainability governance,and technology acceptance research.

The references are made publicly available to support transparency, reproducibility, and reuse in bibliometric and conceptual research. No personal data or proprietarydatasets are included.
DOI: 10.5281/zenodo.18415072
title: Bibliographic References for: Behavioural and Institutional Drivers of Green Technology Adoption

description: This record provides the curated bibliographic references supporting the article “Behavioural and Institutional Drivers of Green Technology Adoption: A TAM-Based Framework for Sustainability Transitions”.

The BibTeX file contains all sources cited in the manuscript, including literature from environmental psychology, behavioural public policy, sustainability governance,and technology acceptance research.

The references are made publicly available to support transparency, reproducibility, and reuse in bibliometric and conceptual research. No personal data or proprietarydatasets are included.
DOI: 10.17632/5cdpbpbkcz
title: NMR spectra of lindoside, newly identified glycoside

description: Chemical markers of honey types are essential for honey authenticity verification and for explaining honey type-specific characteristics. Using NMR profiling, a glycosidic signal representing a promising chemical marker of linden honey was observed. Its further identification and structural characterization were performed using the NMR evidence provided here:

1D 1H spectrum: Displays distinct resonances in the aromatic, aliphatic, and anomeric regions.

2D 1H–13C HMBC spectrum: Determines the structure of the aglycone moiety.

2D 1H–13C HSQC spectra: Assignment of carbon chemical shifts of the sugar units.

Selective TOCSY spectra: Identification of individual sugar units.

Selective TOCSY–NOESY spectra: Confirms the presence of a second sugar unit by observation of the H1″ proton signal.

Selective TOCSY–NOESY (tiliaside): Included for comparison and to demonstrate the selectivity of the selective TOCSY–NOESY experiment used for lindoside.

2D DOSY: Evaluation of the molecular size of lindoside based on diffusion coefficients.
DOI: 10.17632/5cdpbpbkcz.1
title: NMR spectra of lindoside, newly identified glycoside

description: Chemical markers of honey types are essential for honey authenticity verification and for explaining honey type-specific characteristics. Using NMR profiling, a glycosidic signal representing a promising chemical marker of linden honey was observed. Its further identification and structural characterization were performed using the NMR evidence provided here:

1D 1H spectrum: Displays distinct resonances in the aromatic, aliphatic, and anomeric regions.

2D 1H–13C HMBC spectrum: Determines the structure of the aglycone moiety.

2D 1H–13C HSQC spectra: Assignment of carbon chemical shifts of the sugar units.

Selective TOCSY spectra: Identification of individual sugar units.

Selective TOCSY–NOESY spectra: Confirms the presence of a second sugar unit by observation of the H1″ proton signal.

Selective TOCSY–NOESY (tiliaside): Included for comparison and to demonstrate the selectivity of the selective TOCSY–NOESY experiment used for lindoside.

2D DOSY: Evaluation of the molecular size of lindoside based on diffusion coefficients.
DOI: 10.17632/sdwn8x4kwg
title: Characterization and anti-inflammatory studies of supramolecular assemblies of chlorogenic acids with metal ions

description: Orbitrap data
DOI: 10.17632/sdwn8x4kwg.1
title: Characterization and anti-inflammatory studies of supramolecular assemblies of chlorogenic acids with metal ions

description: Orbitrap data
DOI: 10.15468/dl.796gsz
title: Occurrence Download

description: A dataset containing 1313 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caleta elna"
 ]
}

 The dataset includes 1313 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000031-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pneb6f
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Month is January",
 "TaxonKey is Melanelixia glabratula",
 "Year 1993-2024"
 ]
}

 The dataset includes 125 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000032-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rzjphbvz9f
title: ChakmaLipī Dataset

description: This dataset contains 37,708 handwritten character images of the Chakma language, an endangered indigenous language of the Chittagong Hill Tracts in Bangladesh. The collection covers all 48 graphemes of the Chakma script, including 38 basic characters (vowels and consonants) and 10 numerals (0-9).

Specifications:
Format: .png images
Dimensions: 40 x 40 pixels
Channels: 3 (RGB)
Total Classes: 48
Total Samples: 37,708
Directory Structure: The root folder contains 48 sub-directories, each corresponding to a specific class label.
DOI: 10.17632/rzjphbvz9f.3
title: ChakmaLipī Dataset

description: This dataset contains 37,708 handwritten character images of the Chakma language, an endangered indigenous language of the Chittagong Hill Tracts in Bangladesh. The collection covers all 48 graphemes of the Chakma script, including 38 basic characters (vowels and consonants) and 10 numerals (0-9).

Specifications:
Format: .png images
Dimensions: 40 x 40 pixels
Channels: 3 (RGB)
Total Classes: 48
Total Samples: 37,708
Directory Structure: The root folder contains 48 sub-directories, each corresponding to a specific class label.
DOI: 10.15468/dl.kn5fbu
title: Occurrence Download

description: A dataset containing 62131542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coragyps atratus, Elanoides forficatus, Geranoaetus melanoleucus, Gymnogyps californianus, Gyps africanus, Gyps bengalensis, Gyps fulvus, Gyps rueppellii, Haliaeetus leucocephalus, Haliaeetus leucoryphus, Haliaeetus pelagicus, Haliaeetus vocifer, Melierax metabates, Milvus migrans, Necrosyrtes monachus, Parabuteo unicinctus, Spizaetus melanoleucus, Terathopius ecaudatus, Aix galericulata, Aix sponsa, Alopochen aegyptiaca, Amazonetta brasiliensis, Anas acuta, Anas aucklandica, Anas bahamensis, Anas capensis, Anas castanea, Anas erythrorhyncha, Anas flavirostris, Anas gibberifrons, Anas gracilis, Anas laysanensis, Anas luzonica, Anas platyrhynchos)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 62131542 records from 7563 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000008-260129131611470/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.29949725
title: EvaluationResults

description: This study investigates the capabilities of four multimodal large language models (MMLLMs) in assessing Entity-Relationship (ER) diagrams created by students.
DOI: 10.6084/m9.figshare.29949725.v1
title: EvaluationResults

description: This study investigates the capabilities of four multimodal large language models (MMLLMs) in assessing Entity-Relationship (ER) diagrams created by students.
DOI: 10.15468/dl.yk2xf7
title: Occurrence Download

description: A dataset containing 171097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphias gladius",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 171097 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025454-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7q4tmq
title: Occurrence Download

description: A dataset containing 82945 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.countrycode = 'CZ'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence."year" &gt;= 2000 AND occurrence."year" &lt;= 2025)
 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.specieskey IS NOT NULL 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 82945 records were derived from 332 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021745-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dywkva
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "TaxonKey is Coleoptera",
 "Year 2015-2015"
 ]
}

 The dataset includes 148 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021756-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9rd2b
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptopelia decaocto",
 "Country is Bhutan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 190 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026540-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pkj4e
title: Occurrence Download

description: A dataset containing 1322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptopelia decaocto",
 "Country is Cabo Verde",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1322 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026541-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcds6e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Orconectes virilis",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026542-250811113504898/datasets/export for details.
DOI: 10.15468/dl.jj7nw8
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tilia dasystyla caucasica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 458 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026543-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4k97dw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Orthezia insignis (current prefered name: Insignorthezia insignis)",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026545-250811113504898/datasets/export for details.
DOI: 10.15468/dl.3eyxbh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Orthezia insignis (current prefered name: Insignorthezia insignis)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026544-250811113504898/datasets/export for details.
DOI: 10.15468/dl.fbjmx8
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "SpeciesKey is Senecio glastifolius",
 "Year is 2025"
 ]
}

 The dataset includes 122 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026547-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ernm4
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Imparfinis stictonotus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 186 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026546-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16915548
title: Solar Active Region Emergence Catalog from the Synthetic Active Region Generator (SARG)

description: Synthetic Region Generator (SARG) is a synthetic sunspot generator catalogue, which uses the Sunspot Number (SSNv2) to generate catalogs of solar active regions.
DOI: 10.5281/zenodo.16915572
title: 1583 - The Martian Orchard B
DOI: 10.5281/zenodo.16915573
title: 1583 - The Martian Orchard B
DOI: 10.15468/dl.43v8hk
title: Occurrence Download

description: A dataset containing 339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptopelia decaocto",
 "Country is Dominica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 339 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026548-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8pxkn
title: Occurrence Download

description: A dataset containing 1210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptopelia decaocto",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1210 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026549-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2qdj7
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Orthotomicus erosus",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 53 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026550-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.