cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ep97cp
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((49.99 24.03,111.86 24.03,111.86 52.97,49.99 52.97,49.99 24.03))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vulpes ferrilata Hodgson, 1842"
 ]
}

 The dataset includes 111 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000186-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6dwdc
title: Occurrence Download

description: A dataset containing 3076 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orchesticus abeillei (R.Lesson, 1839)"
 ]
}

 The dataset includes 3076 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000187-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3k3xp
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pipraeidea bonariensis (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 353 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000190-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztyhfg
title: Occurrence Download

description: A dataset containing 1635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Geometry POLYGON((49.99 24.03,111.86 24.03,111.86 52.97,49.99 52.97,49.99 24.03))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron dauricum L.",
 "Year 1970-2025"
 ]
}

 The dataset includes 1635 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000191-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15083201
title: Mass loss timeseries of tea in laboratory incubations

description: dataset analysed in Sarneel et al., 2025, in addition to the present dataset, the data from Duddigan et al. (2020), Keuskamp et al. (2013), Mori (2022b), Mori (2022a) and Middelanis et al. (2023) were used.

The dataset is described in detail in the supplementary material of "The assumptions of the Tea Bag Index and their implications; A reply to Mori 2024"
DOI: 10.5281/zenodo.15083202
title: Mass loss timeseries of tea in laboratory incubations

description: dataset analysed in Sarneel et al., 2025, in addition to the present dataset, the data from Duddigan et al. (2020), Keuskamp et al. (2013), Mori (2022b), Mori (2022a) and Middelanis et al. (2023) were used.

The dataset is described in detail in the supplementary material of "The assumptions of the Tea Bag Index and their implications; A reply to Mori 2024"
DOI: 10.15468/dl.pty5g5
title: Occurrence Download

description: A dataset containing 46157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pipraeidea melanonota (Vieillot, 1819)"
 ]
}

 The dataset includes 46157 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000188-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqk9at
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Morocco",
 "TaxonKey is Bucanetes githagineus zedlitzi (Neumann, 1907)"
 ]
}

 The dataset includes 65 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000193-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2908/tps00203
title: Total unemployment rate
title: Taux de chômage total
title: Arbeitslosenquote, insgesamt

description: Anteil der Arbeitslosen an der Erwerbsbevölkerung. Die Erwerbsbevölkerung ist die Summe der Erwerbstätigen und der Arbeitslosen. Zu den Arbeitslosen zählen alle Personen von 15 bis 74 Jahren, die während der Berichtswoche ohne Arbeit, für eine Beschäftigung verfügbar und aktiv auf Arbeitssuche waren. Angaben verfügbar als Quote (% der Erwerbsbevölkerung, % der Gesamtbevölkerung) und in absoluten Zahlen (1000 Personen).
description: Unemployed persons as a percentage of the labour force. The labour force is the total number of people employed and unemployed. Unemployed persons are persons aged 15 to 74 who were without work during the reference week, were available for work and were actively seeking work. Data available as rates (% of population in the labour force, % of the total population) and in absolute numbers (1000 persons).
description: Pourcentage de chômeurs par rapport à l'ensemble des forces de travail. Les forces de travail sont composées des personnes occupées et des chômeurs. Les chômeurs sont les personnes âgées de 15 à 74 ans qui étaient sans travail pendant la semaine de référence, disponibles pour travailler, et à la recherche active d'un travail. Données disponibles comme taux (% de l'ensemble des forces de travail, % de la population totale) et en chiffres absolus (1000 personnes).
DOI: 10.15468/dl.y7dvqu
title: Occurrence Download

description: A dataset containing 1039 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremias argus Peters, 1869"
 ]
}

 The dataset includes 1039 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000194-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3b83hf
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carpodacus waltoni waltoni"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000195-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfset8
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nigeria",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Entandrophragma angolense (Welw.) C.DC."
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000197-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkwuhu
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremias acutirostris (Boulenger, 1887)"
 ]
}

 The dataset includes 68 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000200-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15082822
title: Exploring the psychometric properties of the Grammar Learning Strategy Inventory in the Chinese EFL context Wang et al.

description: Dataset for the study exploring the psychiometric properties of the Grammar Learning Strategies Inventiry in China
description: Learning a second language is a life-long process requiring acquaintance with a repertoire of language learning strategies (LLS). Despite copious research on LLS and their role in fostering autonomous learning, few studies have examined strategies employed when trying to master specific subsystems of the target language, especially grammar. Meaningful communication in a second language hinges on implicit or highly automatized grammar knowledge, which, given the limitations of classroom-based grammar instruction, must for the most part be developed by learners themselves outside the classroom and this can best be achieved through adept use of grammar learning strategies (GLS). Our knowledge of the GLS, however, is scant, an issue that can be addressed either by designing reliable GLS measurement instruments or revalidating the few existing ones. This study adopts the latter approach by investigating the psychometric properties of Pawlak’s (2018) Grammar Learning Strategy Inventory (GLSI) in the Chinese context. The tool was administered to 923 English majors, and the responses were subjected to exploratory and confirmatory factor analyses. We found that all seven strategy categories included in the original instrument showed acceptable composite reliability and discriminant validity. The paper concludes by suggesting further revalidation of the GLSI and proposing avenues of research that employ methodological innovations to shed further light on GLS.




PDF
DOI: 10.5281/zenodo.15082823
title: Exploring the psychometric properties of the Grammar Learning Strategy Inventory in the Chinese EFL context Wang et al.

description: Dataset for the study exploring the psychiometric properties of the Grammar Learning Strategies Inventiry in China
description: Learning a second language is a life-long process requiring acquaintance with a repertoire of language learning strategies (LLS). Despite copious research on LLS and their role in fostering autonomous learning, few studies have examined strategies employed when trying to master specific subsystems of the target language, especially grammar. Meaningful communication in a second language hinges on implicit or highly automatized grammar knowledge, which, given the limitations of classroom-based grammar instruction, must for the most part be developed by learners themselves outside the classroom and this can best be achieved through adept use of grammar learning strategies (GLS). Our knowledge of the GLS, however, is scant, an issue that can be addressed either by designing reliable GLS measurement instruments or revalidating the few existing ones. This study adopts the latter approach by investigating the psychometric properties of Pawlak’s (2018) Grammar Learning Strategy Inventory (GLSI) in the Chinese context. The tool was administered to 923 English majors, and the responses were subjected to exploratory and confirmatory factor analyses. We found that all seven strategy categories included in the original instrument showed acceptable composite reliability and discriminant validity. The paper concludes by suggesting further revalidation of the GLSI and proposing avenues of research that employ methodological innovations to shed further light on GLS.




PDF
DOI: 10.15468/dl.zswby9
title: Occurrence Download

description: A dataset containing 599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Malaysia, Indonesia)",
 "TaxonKey is Elephas maximus Linnaeus, 1758"
 ]
}

 The dataset includes 599 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000201-250325103851331/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.28655246
title: Identification and Biological Evaluation of a Water-Soluble Fullerene Nanomaterial as BTK Kinase Inhibitor

description: This dataset contains raw data from the biological analyses published in the article entitled “Identification and Biological Evaluation of a Water-Soluble Fullerene Nanomaterial as BTK Kinase Inhibitor” in International Journal of Nanomedicine (doi: 10.2147/IJN.S403058). The raw data were generated during cytotoxicity analyses, kinase inhibition studies, cell calcium assay, and qRT-PCR experiments. The data provided correspond to figures published in the main article and supporting material file.
DOI: 10.15468/dl.wk8jrz
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremias afghanistanica Böhme & Scerbak, 1991"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000202-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9u5neq
title: Occurrence Download

description: A dataset containing 24969 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stephanophorus diadematus (Temminck, 1823)"
 ]
}

 The dataset includes 24969 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000203-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frmard
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremias andersoni Darevsky & Szczerbak, 1978"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000204-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ss4dug
title: Occurrence Download

description: A dataset containing 1457 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremias arguta (Pallas, 1773)"
 ]
}

 The dataset includes 1457 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000207-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15012666
title: Glioma C6 dataset for cell segmentation

description: Training and test images of Glioma C6 cells imaged using phase-contrast microscopy for the task of cell segmentation.

The example shows a phase-contrast image of Glioma C6 cells and the manually annotated segmentation mask.

Data type: Phase-contrast images with corresponding annotations in COCO format.

Microscopy data type: 2D phase-contrast images recorded at 24 or 72-hour intervals after cell seeding.

Microscope: BestScope BS-2092 microscope in phase-contrast mode, equipped with 10× and 20× objective lenses.

Cell type: C6 glioma cells (rat glial tumor cells, ATCC CCL-107).

Image size: 2592 × 1944 px² .

File format: .tif (8-bit).

File naming convention: The file names include the cultivation time (24h or 72h) and the microscope objective lens (10× or 20×), e.g., spec_24h_10x_17.tif.

 

Dataset subsets:



Glioma C6-spec: 45 images captured under strictly controlled imaging conditions, divided into training (30 images), validation (4 images), and test (11 images) subsets.

Glioma C6-gen: 30 images captured under varied imaging and seeding conditions, designed to test model generalization.


Annotations:



Over 20,000 annotated objects across both subsets, including 12,000 cell annotations and 7,800 nucleus annotations.

Glioma C6-spec annotations include Type A cells (spheroids formed by cells either unattached to substrates or at the initial stage of cell division), Type B cells (elongated cells with distinct poles, growth phase) and nuclei.

Glioma C6-gen subset annotations consist only of general cell instances, without differentiation into types or nuclei.


 

Article reference:

"Glioma C6: A Novel Dataset for Training and Benchmarking Cell Segmentation," Malashin et al., 2025.

Authors: 

Roman Malashin¹ ², Svetlana Pashkevich³, Daniil Ilyukhin¹, Arseniy Volkov³, Valeria Yachnaya¹ ², Andrey Denisov³, Maria Mikhalkova¹

Affiliation(s): 

¹ Pavlov Institute of Physiology, Russian Academy of Science

² Saint-Petersburg State University of Aerospace Instrumentation, Russia

³ Institute of Physiology, NAS of Belarus
DOI: 10.5281/zenodo.15083188
title: Glioma C6 dataset for cell segmentation

description: Training and test images of Glioma C6 cells imaged using phase-contrast microscopy for the task of cell segmentation.

The example shows a phase-contrast image of Glioma C6 cells and the manually annotated segmentation mask.

Data type: Phase-contrast images with corresponding annotations in COCO format.

Microscopy data type: 2D phase-contrast images recorded at 24 or 72-hour intervals after cell seeding.

Microscope: BestScope BS-2092 microscope in phase-contrast mode, equipped with 10× and 20× objective lenses.

Cell type: C6 glioma cells (rat glial tumor cells, ATCC CCL-107).

Image size: 2592 × 1944 px² .

File format: .tif (8-bit).

File naming convention: The file names include the cultivation time (24h or 72h) and the microscope objective lens (10× or 20×), e.g., spec_24h_10x_17.tif.

 

Dataset subsets:



Glioma C6-spec: 45 images captured under strictly controlled imaging conditions, divided into training (30 images), validation (4 images), and test (11 images) subsets.

Glioma C6-gen: 30 images captured under varied imaging and seeding conditions, designed to test model generalization.


Annotations:



Over 20,000 annotated objects across both subsets, including 12,000 cell annotations and 7,800 nucleus annotations.

Glioma C6-spec annotations include Type A cells (spheroids formed by cells either unattached to substrates or at the initial stage of cell division), Type B cells (elongated cells with distinct poles, growth phase) and nuclei.

Glioma C6-gen subset annotations consist only of general cell instances, without differentiation into types or nuclei.


 

Article reference:

"Glioma C6: A Novel Dataset for Training and Benchmarking Cell Segmentation," Malashin et al., 2025.

Authors: 

Roman Malashin¹ ², Svetlana Pashkevich³, Daniil Ilyukhin¹, Arseniy Volkov³, Valeria Yachnaya¹ ², Andrey Denisov³, Maria Mikhalkova¹

Affiliation(s): 

¹ Pavlov Institute of Physiology, Russian Academy of Science

² Saint-Petersburg State University of Aerospace Instrumentation, Russia

³ Institute of Physiology, NAS of Belarus
DOI: 10.15468/dl.4rwv4g
title: Occurrence Download

description: A dataset containing 17923 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schistochlamys melanopis (Latham, 1790)"
 ]
}

 The dataset includes 17923 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000206-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avph4m
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Liotrigona madecassa (Saussure, 1890)"
 ]
}

 The dataset includes 157 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000210-250325103851331/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.28660310
title: Supplementary Material for: Decreased Lactococcus lactis and propionic acid in feces of patients with Moyamoya disease: Possible implications of immune dysregulation

description: Introduction: Moyamoya disease (MMD) is a cerebrovascular disease characterized by progressive steno-occlusive lesions in the terminal portion of the internal carotid artery. Despite its unknown etiology, immune dysregulation is regarded as a critical trigger for delineating the pathophysiology of MMD. The gut microbiota produces short-chain fatty (SCFA) and organic acids, influencing immune regulation and vascular remodeling. We aimed to characterize the gut microbiota in patients with MMD.
Methods: Sixteen patients with MMD and sixteen healthy controls were included in this study. We performed 16S rRNA sequencing of fecal samples and analyzed microbiome diversity and composition, and quantified SCFA and organic acid levels using liquid chromatography.
Results: There were no significant differences in α- and b-diversities among feces from the MMD patients and controls. However, 16S rRNA sequencing identified defective Lactococcus lactis (0 ± 0 in the MMD patients vs. 0.026 ± 0.084 in healthy controls, p = 0.0181) and abundant Gordinobacter pamelaeae (0.030±0.039 in the patients vs. 0.001±0.005 in healthy controls, p = 0.003) are strongly linked to MMD. Propionic acid levels were significantly lower in feces of the MMD patients compared to healthy controls (0.83 ± 0.34 mg/g in the MMD patients vs. 1.20 ± 0.55 mg/g in healthy controls, p = 0.028). 
Conclusion: Decreased Lactococcus lactis can result in reduced lactic acid and propionic acid levels in the feces of the patients. This imbalance in the gut microbiome and SCFA/organic acid levels could contribute to immune dysregulation underlying the vascular remodeling seen in MMD.
DOI: 10.15468/dl.mhtpad
title: Occurrence Download

description: A dataset containing 254797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia Mill.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 254797 records from 835 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000192-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5cgk4
title: Occurrence Download

description: A dataset containing 14122 records in GBIF matching the query:
SELECT DISTINCT "gbifid", "species", "decimallatitude", "decimallongitude", "year", "countrycode" 
FROM occurrence 
WHERE "countrycode" = 'CH' 
 AND "year" &gt;= 2000 AND "year" &lt;= 2010 
 AND "species" = 'Meles meles' 


 The dataset's 14122 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000196-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2kyxdv
title: CCDC 2382238: Experimental Crystal Structure Determination

description: Related Article: Yeting Zhang, Xinye Huang, Xinming Song, Xuan Li, Jinlong Zhang, Ming Chen, Zhengyi Shi, Binbin Song, Wei Wei, Changxing Qi, Yonghui Zhang|2025|Bioorg.Chem.|157|108303|doi:10.1016/j.bioorg.2025.108303
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.cc2lxzyg
title: CCDC 2411147: Experimental Crystal Structure Determination

description: Related Article: Xin-Ya Zhang, Pei-Pei Yin, Shu-Yao Yang, Yan Li, Ao Zhang, Kun-Yan Fu, Xiao-Gang Yang, Lu-Fang Ma|2025|J.Solid State Chem.|346|125292|doi:10.1016/j.jssc.2025.125292
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.