cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18578745
title: Tree-ring reconstruction of the average summer temperature in the Wula Mountain

description: This dataset provides the reconstructed summer temperature results for the Wula Mountain region in China (1622–2023) and the Pinus tabuliformis tree-ring width and density data .
DOI: 10.5281/zenodo.14801211
title: UK and NI Climate Data

description: Data products on climate variables for UK (EPSG:27700) and Northern Ireland (EPSG:29903). Each data product represents a variable and location, with layers corresponding to monthly values for annual temperature (tas), maximum temperature (tasmax), minimum temperature (tasmin) and precipitation (rain) from 1999. Data products accessible through the ukbioprepr R package: https://github.com/crrush7/ukbioprepr
DOI: 10.5281/zenodo.14841658
title: UK and NI Climate Data

description: Data products on climate variables for UK (EPSG:27700) and Northern Ireland (EPSG:29903). Each data product represents a variable and location, with layers corresponding to monthly values for annual temperature (tas), maximum temperature (tasmax), minimum temperature (tasmin) and precipitation (rain) from 1999. Data products accessible through the ukbioprepr R package: https://github.com/crrush7/ukbioprepr
DOI: 10.34740/kaggle/ds/9434775
title: Angell Framework
DOI: 10.15468/dl.ug5rd4
title: Occurrence Download

description: A dataset containing 10828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chloris barbata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 10828 records from 348 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005353-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82136/dataset/08de6880-581e-4be1-8748-ec280fb549df
title: RAISE DSOP responses dataset 20260203 n96 anonym csv

description: Data Sharing Owner Perception Questionnaire
The Data Sharing Owner Perception Questionnaire was designed to assess participants’ perceptions of the RAISE system after hands-on interaction with the platform, with a focus on trust, control, usability, perceived safeguards, and expected impact on research practices. The questionnaire targeted researchers, data owners, data scientists, and research support staff who had interacted with the RAISE platform through pilot activities, usability testing rounds, or training and dissemination events.
Data were collected via an anonymous online questionnaire, consisting of 12 Likert-scale items (1 = Strongly Disagree to 5 = Strongly Agree) assessing user expectations of the RAISE system. No personally identifiable information was collected, and participation was voluntary. A total of 96 responses were collected and exported to this dataset.
DOI: 10.15468/dl.rartby
title: Occurrence Download

description: A dataset containing 147004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pyramimonas",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 147004 records from 386 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005315-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1139387
title: Digital Archive from an Archaeological Excavation at 4 White Hart Lane, Soham, Cambridgeshire, June 2016

description: This collection comprises site images and records, database and spreadsheet data, a CAD vector drawing, and a report from an archaeological excavation at 4 White Hart Lane, Soham, Cambridgeshire. Works were conducted by Oxford Archaeology East between the 6th and 20th June 2016. A variety of features dating from the Iron Age through to the post-medieval period were identified. Iron Age features included the remains of several post-built structures, a possible beam-slot building, pits and a ditch. The presence of Roman features on the site suggests a continuity of activity into this period, although on a much less intensive level. Ditches possibly belonging to the Late Saxon period were also uncovered. These were perpendicular to that dating from the Iron Age period, suggesting a reorganisation of the local landscape. Medieval and post-medieval ditches, pits and post holes were also recorded. Evidence from the site provides an insight into the past land-uses in this part of Soham, as well as addressing a number of research themes.
DOI: 10.14470/k7719395
title: Eger Large Seismic Experiment (ELISE)

description: An international large-N experiment in the Vogtland and Northwest Bohemia region crossing the German-Czech border. The Eger Basin has experienced recurring earthquake swarms for centuries. The GFZ Helmholtz Centre for Geoscience Research, in collaboration with universities in Potsdam, Leipzig, Freiberg, Jena, Munich, Erlangen, and Münster, as well as the Saxon Geological Survey and the Academy of Sciences in Prague, deployed approximately 300 temporary seismic stations across a 100 x 100 km area to study the region's earthquake swarm and deep magmatic processes.. Waveform data is available from the GEOFON data centre, under network code X2.
DOI: 10.15468/dl.q996q4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microschemobrycon meyburgi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005356-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74mr4w
title: Occurrence Download

description: A dataset containing 226346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hirundo rustica)",
 "Geometry POLYGON((55.000000 4.000000, 157.000000 4.000000, 157.000000 73.000000, 55.000000 73.000000, 55.000000 4.000000))",
 "Month is one of (April, May, June)",
 "Year is greater than or equal to 2014",
 "Year is less than or equal to 2024",
 "HasCoordinate is true",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is null",
 "CoordinateUncertaintyInMeters is less than or equal to 5000"
 ]
 },
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Specimen)"
 ]
}

 The dataset includes 226346 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005311-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15159/phytop.195
title: Lasva

description: Phytoplankton biomass, diversity and abundance in samples collected from Lake Lasva during the period 1961-1994.
DOI: 10.5281/zenodo.18505920
title: Training datasets for "Coordination Number Labeling Consistency Enhances Machine Learning Performance on XANES Analysis"

description: This archive contains the datasets used in the study “Coordination Number Labeling Consistency Enhances Machine Learning Performance on XANES Analysis”. The data support the training, evaluation, and validation of machine-learning models for predicting coordination numbers from Fe K-edge XANES spectra.
DOI: 10.5281/zenodo.18505919
title: Training datasets for "Coordination Number Labeling Consistency Enhances Machine Learning Performance on XANES Analysis"

description: This archive contains the datasets used in the study “Coordination Number Labeling Consistency Enhances Machine Learning Performance on XANES Analysis”. The data support the training, evaluation, and validation of machine-learning models for predicting coordination numbers from Fe K-edge XANES spectra.
DOI: 10.15468/dl.weukjs
title: Occurrence Download

description: A dataset containing 2727 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia oleifera Abel."
 ]
}

 The dataset includes 2727 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075070-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/7u8qkq
title: Agro-STAY : Données de transcriptions de vidéos YouTube en français mannuellement annotées
title: Agro-STAY: Manually annotated French transcript data from YouTube videos

description: Face aux crises actuelles (climatiques, sociales, économiques), l’auto-suffisance - ensemble de pratiques combinant sobriété énergétique, autoproduction alimentaire et énergétique et autoconstruction - suscite un intérêt croissant. &lt;br&gt;

Le &lt;b&gt; projet CNRS STAY &lt;/b&gt; (Savoirs Techniques pour l’Auto-suffisance, sur YouTube) s’inscrit dans ce domaine en analysant les savoirs techniques diffusés sur
YouTube. Dans le contexte de ce projet, la plateforme Agro-STAY dédiée à la collecte,
au traitement et à la visualisation de données en français issues de vidéos YouTube et de leurs commentaires a été mise en place. &lt;br&gt;

Pour entrainer, ajuster ou évaluer les modèles de langue et méthode de fouille de textes, il est nécessaire d'avoir à disposition des &lt;b&gt; données textuelles annotées &lt;/b&gt;. Ce jeu de données présente des phrases annotées manuellement selon différentes thématiques, à savoir &lt;b&gt;Adventices, Eau, Maladies/Ravageurs, Sol&lt;/b&gt;.
description: Agro-STAY
description: Ce projet a obtenu le soutien financier du CNRS à travers les programmes interdisciplinaires de la MITI.
DOI: 10.15468/dl.fubncd
title: Occurrence Download

description: A dataset containing 5203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koenigia polystachya",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 5203 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005357-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18494126
title: Multi-phase synergy enhances lithium-ion storage performance of transition metal oxalate
DOI: 10.5281/zenodo.17223000
title: Multi-phase synergy enhances lithium-ion storage performance of transition metal oxalate
DOI: 10.5281/zenodo.18589762
title: Au_CO2RR
DOI: 10.5281/zenodo.18589763
title: Au_CO2RR
DOI: 10.15468/dl.ysuzum
title: Occurrence Download

description: A dataset containing 1312231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 1312231 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005342-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18593622
title: Datasets for Mg2SiO4
DOI: 10.5281/zenodo.18593621
title: Datasets for Mg2SiO4
DOI: 10.60612/datadk/h8fzxg
title: Supporting Data for: Soft law, hard transparency: How a non-binding disclosure template shapes budget visibility of the Chinese Communist Party

description: This dataset contains 14590 final accounts data from three levels of the Chinese government, namely provincial, municipal, and county level between 2018 and 2022. 
&lt;br&gt;&lt;br&gt;
Specifically, all final accounts were downloaded directly from official local government websites, typically under sections titled “Budget and Final Account Disclosure” (yujuesuan gongkai). These documents were normally compiled and published by the local government finance departments in various formats, including Excel, Word, editable PDFs, and webpages, with a tiny number disclosed as scanned PDFs or images. For scanned files and images, the content was first converted into Excel format. From each final account, the section detailing public budget expenditure items (zhichu juesuan biao) was extracted.
&lt;br&gt;&lt;br&gt;
Note that the public budget expenditure items were disclosed at either the corresponding level and/or the general level by each government, under the column "General level_一般公共预算支出决算_text_1" and "Corresponding_level_本级一般公共预算支出决算_text_2" respectively. Then the later columns were texts simply extracted from these two columns for different organs under the Chinese Communist Party. The column "link_account" contains original link to the published final accounts, but may or may not function.
description: The dataset is used for a manuscript to be submitted to a peer-reviewed journal.
DOI: 10.5281/zenodo.18269171
title: OpenTextile-NIR: Near-infrared hyperspectral imaging and photography dataset for optical identification of textiles

description: This dataset contains 71 photographic images (RGB) and near-infrared (NIR) hyperspectral imaging (HSI) data of textile samples, as well as mean RGB and NIR values of a region of interest for each sample. These images were gathered from cut garment samples, each of which was approximately 10 cm by 10 cm in size. The garments originated from post-industrial sources, mainly constituting used workwear. The composition of most of the garments were known, although the dataset also includes 3 samples with unknown composition, and 11 outlier samples whose composition is believed to be different than reported.

Description of this dataset in a scientific article format has been published - please refer to it when using this dataset: Sormunen, T., Mahlamäki, E., Mäkelä, S.-M., & Mäkelä, M. (2026). Introducing OpenTextile-NIR: Near-infrared hyperspectral imaging and photography dataset for optical identification of textiles. Data in Brief. https://doi.org/10.1016/j.dib.2026.112559

Keywords: hyperspectral imaging, near infrared spectroscopy, NIR, Specim SWIR, RGB camera, textiles, garments, clothing, classification, prediction, regression, machine learning
DOI: 10.5281/zenodo.18269172
title: OpenTextile-NIR: Near-infrared hyperspectral imaging and photography dataset for optical identification of textiles

description: This dataset contains 71 photographic images (RGB) and near-infrared (NIR) hyperspectral imaging (HSI) data of textile samples, as well as mean RGB and NIR values of a region of interest for each sample. These images were gathered from cut garment samples, each of which was approximately 10 cm by 10 cm in size. The garments originated from post-industrial sources, mainly constituting used workwear. The composition of most of the garments were known, although the dataset also includes 3 samples with unknown composition, and 11 outlier samples whose composition is believed to be different than reported.

Description of this dataset in a scientific article format has been published - please refer to it when using this dataset: Sormunen, T., Mahlamäki, E., Mäkelä, S.-M., & Mäkelä, M. (2026). Introducing OpenTextile-NIR: Near-infrared hyperspectral imaging and photography dataset for optical identification of textiles. Data in Brief. https://doi.org/10.1016/j.dib.2026.112559

Keywords: hyperspectral imaging, near infrared spectroscopy, NIR, Specim SWIR, RGB camera, textiles, garments, clothing, classification, prediction, regression, machine learning
DOI: 10.5281/zenodo.18594209
title: Nitrogen species concentrations during a thaw simulation in a permafrost peatland, Finland

description: We simulated the processes of a Palsa degradation by incubating 1m soil cores from a Palsa and the surrounding Peatland under several water treatments. Each water treatment had three replicates, for a total of 15 cores. In this dataset, we present water samples collected during a three-month mesocosm incubation and analyzed for nitrogen species.
DOI: 10.5281/zenodo.18594210
title: Nitrogen species concentrations during a thaw simulation in a permafrost peatland, Finland

description: We simulated the processes of a Palsa degradation by incubating 1m soil cores from a Palsa and the surrounding Peatland under several water treatments. Each water treatment had three replicates, for a total of 15 cores. In this dataset, we present water samples collected during a three-month mesocosm incubation and analyzed for nitrogen species.
DOI: 10.5281/zenodo.18594601
title: Merged_Database_Scopus&WOS_2015_2025_Cleaned

description: Bibliographic Dataset: Scientometric Analysis of AI in E-commerce (2015–2025)This dataset contains the bibliographic metadata of 868 unique publications analyzed in the study regarding the evolutionary dynamics of Artificial Intelligence in E-commerce. The data was retrieved and merged from Scopus and Web of Science databases, covering the period 2015–2025.Text file with full multi-layered Boolean search strings used for data extraction from Scopus and Web of Science. It is provided to ensure full transparency, reproducibility, and to address the specific terminological coverage of the study.
DOI: 10.34740/kaggle/dsv/14795011
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18548899
title: Supplementary data for "Coordinated dynamics of condensates and enhancer-promoter looping revealed by live-cell imaging"
DOI: 10.5281/zenodo.18591383
title: Dataset for publication Corrosion-resistant and conductive Ti-Nb-O coatings tailored for ultra-low Pt-loaded BPPs and PTLs in PEM electrolyzers

description: Dataset for publication Corrosion-resistant and conductive Ti-Nb-O coatings tailored for ultra-low Pt-loaded BPPs and PTLs in PEM electrolyzers
DOI: 10.5281/zenodo.18591382
title: Dataset for publication Corrosion-resistant and conductive Ti-Nb-O coatings tailored for ultra-low Pt-loaded BPPs and PTLs in PEM electrolyzers

description: Dataset for publication Corrosion-resistant and conductive Ti-Nb-O coatings tailored for ultra-low Pt-loaded BPPs and PTLs in PEM electrolyzers
DOI: 10.5281/zenodo.18594780
title: Merged_Database_Scopus&WOS_2015_2025_Cleaned

description: Bibliographic Dataset: Scientometric Analysis of AI in E-commerce (2015–2025)This dataset contains the bibliographic metadata of 868 unique publications analyzed in the study regarding the evolutionary dynamics of Artificial Intelligence in E-commerce. The data was retrieved and merged from Scopus and Web of Science databases, covering the period 2015–2025.Text file with full multi-layered Boolean search strings used for data extraction from Scopus and Web of Science. It is provided to ensure full transparency, reproducibility, and to address the specific terminological coverage of the study.
DOI: 10.5517/ccdc.csd.cc2ls54q
title: CCDC 2406503: Experimental Crystal Structure Determination

description: Related Article: Xinhua Wu, Lifang Wu, Zhaoquan Li, Wei Tian, Tao Li|2025|Med.Chem.Res.|34|855|doi:10.1007/s00044-025-03378-5
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ls55r
title: CCDC 2406504: Experimental Crystal Structure Determination

description: Related Article: Xinhua Wu, Lifang Wu, Zhaoquan Li, Wei Tian, Tao Li|2025|Med.Chem.Res.|34|855|doi:10.1007/s00044-025-03378-5
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ls56s
title: CCDC 2406505: Experimental Crystal Structure Determination

description: Related Article: Xinhua Wu, Lifang Wu, Zhaoquan Li, Wei Tian, Tao Li|2025|Med.Chem.Res.|34|855|doi:10.1007/s00044-025-03378-5
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ls57t
title: CCDC 2406506: Experimental Crystal Structure Determination

description: Related Article: Xinhua Wu, Lifang Wu, Zhaoquan Li, Wei Tian, Tao Li|2025|Med.Chem.Res.|34|855|doi:10.1007/s00044-025-03378-5
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ls58v
title: CCDC 2406507: Experimental Crystal Structure Determination

description: Related Article: Xinhua Wu, Lifang Wu, Zhaoquan Li, Wei Tian, Tao Li|2025|Med.Chem.Res.|34|855|doi:10.1007/s00044-025-03378-5
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ls59w
title: CCDC 2406508: Experimental Crystal Structure Determination

description: Related Article: Xinhua Wu, Lifang Wu, Zhaoquan Li, Wei Tian, Tao Li|2025|Med.Chem.Res.|34|855|doi:10.1007/s00044-025-03378-5
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ltcxq
title: CCDC 2407674: Experimental Crystal Structure Determination

description: Related Article: Aravamudhan Subhashini, Ponnusamy Shanmugam|2026|Eur.J.Org.Chem.|29|e202500783|doi:10.1002/ejoc.202500783
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lx4g4
title: CCDC 2410326: Experimental Crystal Structure Determination

description: Related Article: Chuanzong Dong, Xuancheng Sun, Bingxi Wang, Meiyin Li, Dunjia Wang, Chunyang Zheng
|2025|J.Mol.Struct.|1333|141760|doi:10.1016/j.molstruc.2025.141760
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.