cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30634448.v1
title: Arbuscular mycorrhizal tree dominance affect leaf nutrient status and resorption efficiency in subtropical forest with different tree diversity

description: In March 2021, we established a randomized block experiment, combining diversity level with AM tree dominance. We selected four AM tree species (Cunninghamia lanceolate (Lamb.) Hook., Schima superba Gardner & Champ., Mytilaria laosensis Lec., Liquidambar formosana Hance) and four EM tree species (Pinus massoniana Lamb., Alnus trabeculosa Hand.-Mazz., Castanopsis carlesii (Hemsl.) Hayata., Castanopsis fissa (Champ. ex Benth.) Rehder & E. H. Wilson in Sarg.) with wide distribution and economic values. Two-year-old tree seedlings were planted either in monoculture or in mixtures, at a density of 256 individuals per plot (plot size is 12 m × 12 m, tree spacing is 0.80 m). We established three diversity levels (one, two, or four species per plot) with arbuscular mycorrhizal (AM) tree dominance of 0% and 100% at 1 tree species level, 0%, 50% and 100% at 2 tree species level, and 0%, 25%, 50%, 75% and 100% at 4 tree species level. Overall, the experiment included 28 treatments, roughly distributed in four blocks, resulting in 112 plots.
DOI: 10.5281/zenodo.17627830
title: Full baseline questionnaire characteristics by quintile of urinary 6-sulfatoxymelatonin-to-creatinine ratio (aMT6s/Cr) in the Malmö Offspring Study.

description: This dataset contains the full version of the baseline characteristics table used in a manuscript currently under peer review at The Journal of Clinical Endocrinology & Metabolism. It provides all original, uncollapsed category levels for questionnaire variables across quintiles of urinary 6-sulfatoxymelatonin-to-creatinine ratio (aMT6s/Cr).

The main manuscript includes a simplified version of the table to improve readability, while this dataset preserves full detail for transparency, reproducibility, and compliance with JCEM data-sharing requirements.
DOI: 10.5281/zenodo.17627829
title: Full baseline questionnaire characteristics by quintile of urinary 6-sulfatoxymelatonin-to-creatinine ratio (aMT6s/Cr) in the Malmö Offspring Study.

description: This dataset contains the full version of the baseline characteristics table used in a manuscript currently under peer review at The Journal of Clinical Endocrinology & Metabolism. It provides all original, uncollapsed category levels for questionnaire variables across quintiles of urinary 6-sulfatoxymelatonin-to-creatinine ratio (aMT6s/Cr).

The main manuscript includes a simplified version of the table to improve readability, while this dataset preserves full detail for transparency, reproducibility, and compliance with JCEM data-sharing requirements.
DOI: 10.5281/zenodo.17627976
title: CCC-GPU supplementary files

description: In this Zenodo archive, we provide the supplementary data for the manuscript of our software CCC-GPU, including:





the CCC values for all gene pairs of GTEx v8 whole blood (other tissues are omitted since the total file size is too large, but they can be easily computed using the code in the GitHub repository: https://github.com/pivlab/ccc-gpu/tree/main/analysis),




the threshold tables for top and bottom genes using the 30% threshold and the permutation-based thresholds (see the manuscript for an explanation about these thresholds).




the correlation results of top 100 gene pairs per category with GTEx v8 metadata.
DOI: 10.15468/dl.vh8dqa
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Websdanea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038599-251025141854904/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.28103699
title: <b>Demography </b><b>and disorders of </b><b>Ragdoll cats </b><b>under primary veterinary care in the UK</b>

description: <b>Demography </b><b>and disorders of </b><b>Ragdoll cats </b><b>under primary veterinary care in the UK</b>
DOI: 10.6084/m9.figshare.28103699.v1
title: <b>Demography </b><b>and disorders of </b><b>Ragdoll cats </b><b>under primary veterinary care in the UK</b>

description: <b>Demography </b><b>and disorders of </b><b>Ragdoll cats </b><b>under primary veterinary care in the UK</b>
DOI: 10.6084/m9.figshare.30634418
title: Dataset 8 GenBank accession number of the <i>S. griseoincarnatus </i>AR2

description: Dataset 8 GenBank accession number of the <i>S. griseoincarnatus </i>AR2
DOI: 10.6084/m9.figshare.30634418.v1
title: Dataset 8 GenBank accession number of the <i>S. griseoincarnatus </i>AR2

description: Dataset 8 GenBank accession number of the <i>S. griseoincarnatus </i>AR2
DOI: 10.15468/dl.4vf4ny
title: Occurrence Download

description: A dataset containing 16599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Lithuania, South Africa, Kenya, Benin, Tanzania, United Republic of, United States of America, Uganda, Ethiopia, Namibia, Botswana)",
 "TaxonKey is Papio"
 ]
}

 The dataset includes 16599 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038600-251025141854904/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.28137767
title: Epidemiology and clinical management of diarrhoea in dogs under primary veterinary care in the UK

description: Epidemiology and clinical management of diarrhoea in dogs under primary veterinary care in the UK
DOI: 10.6084/m9.figshare.28137767.v1
title: Epidemiology and clinical management of diarrhoea in dogs under primary veterinary care in the UK

description: Epidemiology and clinical management of diarrhoea in dogs under primary veterinary care in the UK
DOI: 10.6084/m9.figshare.25573914
title: Yorkshire Terriers under primary veterinary care in the UK – Demography and disorders

description: Yorkshire Terriers under primary veterinary care in the UK – Demography and disorders
DOI: 10.6084/m9.figshare.25573914.v1
title: Yorkshire Terriers under primary veterinary care in the UK – Demography and disorders

description: Yorkshire Terriers under primary veterinary care in the UK – Demography and disorders
DOI: 10.6084/m9.figshare.25358293
title: Demography, commonly diagnosed disorders and mortality in chelonia under UK primary veterinary care: a VetCompass study.

description: <i>Background</i>Little information has been published on the health status of pet chelonia. This study aimed to report on demography, commonly diagnosed disorders and mortality in chelonia under UK primary veterinary care in 2019.<i>Methods</i>Electronic patient records on a random sample of chelonia in VetCompass during 2019 were reviewed to extract species, diagnosis and mortality data.<i>Results</i>Of 2,040 chelonia, 1,923 (94.26%) were recorded as tortoises, 74 (3.63%) terrapins and 43 (2.11%) turtles. Of the 811 (42.17%) tortoises with species information recorded, the most common species were Hermann’s tortoise (<i>Testudo hermanni</i>) (311, 38.35%), Horsfield’s tortoise (<i>Testudo horsfieldii</i>) (259, 31.94%) and Mediterranean spur-thighed tortoises (154, 18.99%). The most commonly diagnosed disorders were beak abnormalities (16.72%), overgrown nails (11.47%) and shell abnormalities (9.80%). The most common causes of death were disorder undiagnosed (44.55%), dog bite (5.45%) and anorexia (3.96%). Of 178 deaths with age recorded, the median age at death was 7.32 years (IQR 2.50-15.14).<i>Limitations</i>Restricted lifelong records and clinical work-ups were a frequent limitation.<i>Conclusion</i>This is the largest study of chelonia to date. It has highlighted that the most common disorders of chelonia are often linked to husbandry.
DOI: 10.6084/m9.figshare.25358293.v1
title: Demography, commonly diagnosed disorders and mortality in chelonia under UK primary veterinary care: a VetCompass study.

description: <i>Background</i>Little information has been published on the health status of pet chelonia. This study aimed to report on demography, commonly diagnosed disorders and mortality in chelonia under UK primary veterinary care in 2019.<i>Methods</i>Electronic patient records on a random sample of chelonia in VetCompass during 2019 were reviewed to extract species, diagnosis and mortality data.<i>Results</i>Of 2,040 chelonia, 1,923 (94.26%) were recorded as tortoises, 74 (3.63%) terrapins and 43 (2.11%) turtles. Of the 811 (42.17%) tortoises with species information recorded, the most common species were Hermann’s tortoise (<i>Testudo hermanni</i>) (311, 38.35%), Horsfield’s tortoise (<i>Testudo horsfieldii</i>) (259, 31.94%) and Mediterranean spur-thighed tortoises (154, 18.99%). The most commonly diagnosed disorders were beak abnormalities (16.72%), overgrown nails (11.47%) and shell abnormalities (9.80%). The most common causes of death were disorder undiagnosed (44.55%), dog bite (5.45%) and anorexia (3.96%). Of 178 deaths with age recorded, the median age at death was 7.32 years (IQR 2.50-15.14).<i>Limitations</i>Restricted lifelong records and clinical work-ups were a frequent limitation.<i>Conclusion</i>This is the largest study of chelonia to date. It has highlighted that the most common disorders of chelonia are often linked to husbandry.
DOI: 10.5281/zenodo.17627993
title: مکانیزم پیدایش فوتون از منشأ مومنتوم حج

description: نحوه تبدیل ماده به انرژی
DOI: 10.5281/zenodo.17627994
title: مکانیزم پیدایش فوتون از منشأ مومنتوم حج

description: نحوه تبدیل ماده به انرژی
DOI: 10.15468/dl.8mmevn
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Restiosporium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 176 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038601-251025141854904/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.30634451
title: Dataset for grid-state qubit

description: These dataset contains experimental data supporting the manuscript on grid-state qubit<br>Panel-level CSV/Parquet files correspond to the figures in the manuscript.<br>For data importing, please see https://github.com/qnl/gridium/tree/main/code
DOI: 10.6084/m9.figshare.30634451.v1
title: Dataset for grid-state qubit

description: These dataset contains experimental data supporting the manuscript on grid-state qubit<br>Panel-level CSV/Parquet files correspond to the figures in the manuscript.<br>For data importing, please see https://github.com/qnl/gridium/tree/main/code
DOI: 10.15468/dl.32f2zg
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindera setchuenensis"
 ]
}

 The dataset includes 317 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038602-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrk2zh
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is Germany",
 "TaxonKey is Rheiformes"
 ]
}

 The dataset includes 124 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038603-251025141854904/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.30435541
title: Data Wawancara Ganjuran

description: The data that support the findings of this study are available on request from the corresponding author, [initials]. The data are not publicly available due to [restrictions e.g. their containing information that could compromise the privacy of research participants.
DOI: 10.6084/m9.figshare.30435541.v1
title: Data Wawancara Ganjuran

description: The data that support the findings of this study are available on request from the corresponding author, [initials]. The data are not publicly available due to [restrictions e.g. their containing information that could compromise the privacy of research participants.
DOI: 10.15468/dl.auj2nv
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deparia subfluvialis"
 ]
}

 The dataset includes 202 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038605-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17628019
title: Hydrogen Holographic Science and Intelligence

description: Hydrogen Holographic Science & Intelligence Repository

This repository serves as the central hub for the Hydrogen Holographic Expedition, providing open access to datasets, simulation code, analysis pipelines, and research outputs focused on hydrogen holography and fractal intelligence. It enables researchers, educators, and enthusiasts to explore quantum-scale holographic phenomena, investigate fractal phase structures in atomic and collider data, and reproduce or extend experiments using publicly available resources.

Contributions include:



Experimental and simulated datasets from atomic and high-energy physics contexts (e.g., ATLAS and CMS 13 TeV open data).

Python analysis pipelines for computing rotational skew, fractal substructure, and phase coherence metrics.

Visualizations and illustrative results demonstrating holographic and fractal patterns in energy flows and angular distributions.

Documentation for reproducible research, supporting both teaching and advanced exploratory studies.


By centralizing these resources, the repository accelerates cross-disciplinary collaboration between quantum physics, holographic modeling, and fractal intelligence, providing the foundation for future experimental and computational investigations in hydrogen holography.
DOI: 10.15468/dl.2ha9v2
title: Occurrence Download

description: A dataset containing 1807458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Firmiana major, Luffa acutangula, Lysimachia maritima, Mangifera indica, Pistacia vera, Populus lasiocarpa, Rhododendron vialii, Dryas octopetala, Abrus pulchellus, Actinidia eriantha, Actinidia latifolia, Actinidia rufa, Capparis spinosa, Eucalyptus leucophloia, Eucalyptus pumila, Menispermum dauricum, Ribes nigrum, Hypericum androsaemum, Calotropis procera, Actinidia polygama, Arachis stenosperma, Citrus garrawayi, Dovyalis caffra, Filago pyramidata, Hippophae tibetana, Ipomoea batatas, Periploca sepium, Quercus cerris, Rubus spectabilis, Acer negundo, Eucalyptus decipiens, Rosa hugonis, Salvia divinorum, Stellera chamaejasme, Umbilicus rupestris, Arctium minus, Avena barbata, Cinnamomum camphora, Dianthus caryophyllus, Eucalyptus coolabah, Lagerstroemia indica, Phoebe chekiangensis, Quercus sichourensis, Trifolium striatum, Veronica serpyllifolia, Nasturtium officinale, Prunus mume, Barthea barthei)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1807458 records from 4398 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038595-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekdks7
title: Occurrence Download

description: A dataset containing 11858 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Oreochromis mossambicus (Peters, 1852)"
 ]
}

 The dataset includes 11858 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006214-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ng7emb
title: Occurrence Download

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

 The dataset includes 671 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036601-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfmkay
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea schanginiana"
 ]
}

 The dataset includes 551 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036602-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gezh3y
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argemone grandiflora"
 ]
}

 The dataset includes 421 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036603-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uy64eg
title: Occurrence Download

description: A dataset containing 726 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argemone subfusiformis"
 ]
}

 The dataset includes 726 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036604-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygdmmb
title: Occurrence Download

description: A dataset containing 8759 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argemone ochroleuca"
 ]
}

 The dataset includes 8759 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036605-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yfmvz
title: Occurrence Download

description: A dataset containing 848 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea tilesii"
 ]
}

 The dataset includes 848 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036607-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16654734
title: Minor Dent Detection Dataset: High-Quality Images for Automotive Damage Detection
title: Minor Dent Detection Dataset: Initial Release

description: This is the initial public release of the Minor Dents Detection Dataset curated for the detection of small-scale dents on metallic car surfaces using deep learning techniques.

🔍 Overview: The dataset consists of 2241 high-quality images collected manually from real-world environments such as workshops, roadsides, and urban areas. The primary focus is on hail-induced minor dents which are difficult to detect under normal conditions.

📁 Contents:



Train Images: 1568

Validation Images: 449

Test Images: 224

Format: YOLOv8-compatible (images and corresponding annotations)


🛠 Key Highlights:



Captured in diverse lighting conditions

Includes preprocessing for dent visibility (contrast enhancement, shadow normalization)

Focuses specifically on small, subtle dents often ignored by other datasets

Suitable for use in automotive damage detection models


📘 Use Cases: This dataset is ideal for training and validating object detection models such as YOLOv8, SSD, and Faster R-CNN for the purpose of automated dent detection in car inspection workflows.

📄 License: CC BY 4.0 (Creative Commons Attribution 4.0)

📌 Citation & DOI: DOI will be generated via Zenodo and added here once available.

Maintained by: Muhammad Danish Zia Baig
DOI: 10.5281/zenodo.16934368
title: Minor Dent Detection Dataset: High-Quality Images for Automotive Damage Detection
title: Minor Dent Detection Dataset: Initial Release

description: This is the initial public release of the Minor Dents Detection Dataset curated for the detection of small-scale dents on metallic car surfaces using deep learning techniques.

🔍 Overview: The dataset consists of 2241 high-quality images collected manually from real-world environments such as workshops, roadsides, and urban areas. The primary focus is on hail-induced minor dents which are difficult to detect under normal conditions.

📁 Contents:



Train Images: 1568

Validation Images: 449

Test Images: 224

Format: YOLOv8-compatible (images and corresponding annotations)


🛠 Key Highlights:



Captured in diverse lighting conditions

Includes preprocessing for dent visibility (contrast enhancement, shadow normalization)

Focuses specifically on small, subtle dents often ignored by other datasets

Suitable for use in automotive damage detection models


📘 Use Cases: This dataset is ideal for training and validating object detection models such as YOLOv8, SSD, and Faster R-CNN for the purpose of automated dent detection in car inspection workflows.

📄 License: CC BY 4.0 (Creative Commons Attribution 4.0)

📌 Citation & DOI: DOI will be generated via Zenodo and added here once available.

Maintained by: Muhammad Danish Zia Baig
DOI: 10.15468/dl.bvr9z7
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scaevola globulifera"
 ]
}

 The dataset includes 282 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036608-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xe83ym
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Litopenaeus vannamei",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036611-250811113504898/datasets/export for details.
DOI: 10.15468/dl.bjbqsv
title: Occurrence Download

description: A dataset containing 13251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Atocion armeria"
 ]
}

 The dataset includes 13251 records from 657 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036606-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8js5ja
title: Occurrence Download

description: A dataset containing 3806 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum nocturnum"
 ]
}

 The dataset includes 3806 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036609-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.