cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.47etz2
title: Occurrence Download

description: A dataset containing 447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Helichrysum serotinum subsp. picardii (Boiss. & Reut.) Galbany, L.Sáez & Benedí",
 "Year 1950-2023"
 ]
}

 The dataset includes 447 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260673-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcm9ab
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-4.89842 42.50347,-2.46838 42.50347,-2.46838 43.54022,-4.89842 43.54022,-4.89842 42.50347))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chionomys nivalis (Martins, 1842)"
 ]
}

 The dataset includes 41 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247738-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5kt69
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum arbuscula (Lowe) Snogerup"
 ]
}

 The dataset includes 42 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062277-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be5k8z
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turanecio kubensis (Grossh.) Hamzaoglu"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254231-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2jwxy
title: Occurrence Download

description: A dataset containing 16760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Portugal)",
 "Geometry POLYGON((-13.2068 32.90599,-12.51775 32.90599,8.84281 39.64337,4.47883 43.54799,-12.51775 45.15577,-13.2068 45.15577,-13.2068 32.90599))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Coordinate precision invalid)",
 "OccurrenceStatus is Present",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 16760 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260661-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11577868
title: Data and code for "Air pollution impacts from warehousing in the United States uncovered with satellite data"

description: This repository (ver 2024.06.11) contains data and code supporting the analyses and visualizations in the manuscript "Air pollution impacts from warehousing in the United States uncovered with satellite data" in the journal Nature Communications (DOI forthcoming). A description of the data files and code can be found in the README.
DOI: 10.5281/zenodo.11577869
title: Data and code for "Air pollution impacts from warehousing in the United States uncovered with satellite data"

description: This repository (ver 2024.06.11) contains data and code supporting the analyses and visualizations in the manuscript "Air pollution impacts from warehousing in the United States uncovered with satellite data" in the journal Nature Communications (DOI forthcoming). A description of the data files and code can be found in the README.
DOI: 10.15468/dl.3jgqb3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Namibia",
 "Geometry POLYGON((-27.56306 -36.21320,78.56306 -36.21320,78.56306 6.21320,-27.56306 6.21320,-27.56306 -36.21320))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is c5f7ef70-e233-11d9-a4d6-b8a03c50a862",
 "TaxonKey is Pseudopalpares sparsus (McLachlan, 1867)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247755-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxnjq3
title: Occurrence Download

description: A dataset containing 584 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomopsis laxiflora (J.M.Coult.) V.E.Grant"
 ]
}

 The dataset includes 584 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254202-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3z4qn
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (University of Michigan Museum of Zoology, Division of Mammals, KUBI Mammalogy Collection, Catálogo de los mamíferos de México en resguardo de The Natural History Museum (London), Inglaterra, Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (vertebrados), La mastofauna del cuaternario tardío de México)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Romerolagus diazi (Ferrari-Pérez, 1893)"
 ]
}

 The dataset includes 127 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009122-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9nb5y
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Helichrysum serotinum subsp. picardii (Boiss. & Reut.) Galbany, L.Sáez & Benedí",
 "Year 1950-2023"
 ]
}

 The dataset's 2 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260654-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fa8gtn
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Roessleria gazanioides (Harv.) Stångb. & Anderb."
 ]
}

 The dataset includes 113 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247736-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzm56k
title: Occurrence Download

description: A dataset containing 1209717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (Asia, Oceania)",
 "Month is September",
 "Year 1970-2000"
 ]
}

 The dataset includes 1209717 records from 1123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247697-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2jy5x
title: Occurrence Download

description: A dataset containing 447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Helichrysum serotinum subsp. picardii (Boiss. & Reut.) Galbany, L.Sáez & Benedí",
 "Year 1950-2023"
 ]
}

 The dataset includes 447 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260667-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.reu742
title: Occurrence Download

description: A dataset containing 1542 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pygocentrus nattereri Kner, 1858"
 ]
}

 The dataset includes 1542 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009130-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwj578
title: Occurrence Download

description: A dataset containing 56187575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 56187575 records from 2415 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247711-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vt8jc6
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bephratelloides cubensis (Ashmead, 1894)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021501-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzkf8q
title: Occurrence Download

description: A dataset containing 1644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachis glabrata Benth.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1644 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021502-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11122722
title: Egypt Gold Prices | Daily Updated
DOI: 10.15468/dl.3wrabw
title: Occurrence Download

description: A dataset containing 3845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astragalus mollissimus Torr.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3845 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021503-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8vfyc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Caragana ussuriensis (Regel) Pojark."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021504-250310093411724/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.28642788
title: Additional file 1 of Interspecific Hybridization Enhanced Tolerance to Salinity and Cadmium Stress Through Modifying Biochemical, Physiological, and Resistance Gene Levels, Especially in Polyploid Rice: A Sustainable Way for Stress-Resilient Rice

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.28642788.v1
title: Additional file 1 of Interspecific Hybridization Enhanced Tolerance to Salinity and Cadmium Stress Through Modifying Biochemical, Physiological, and Resistance Gene Levels, Especially in Polyploid Rice: A Sustainable Way for Stress-Resilient Rice

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.28642797
title: Additional file 1 of Association of triglyceride-glucose index trajectories with the risk of worsening heart failure in elderly patients with chronic heart failure and type 2 diabetes: a competing risk analysis

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.28642797.v1
title: Additional file 1 of Association of triglyceride-glucose index trajectories with the risk of worsening heart failure in elderly patients with chronic heart failure and type 2 diabetes: a competing risk analysis

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.28642800
title: Additional file 2 of Association of triglyceride-glucose index trajectories with the risk of worsening heart failure in elderly patients with chronic heart failure and type 2 diabetes: a competing risk analysis

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.28642800.v1
title: Additional file 2 of Association of triglyceride-glucose index trajectories with the risk of worsening heart failure in elderly patients with chronic heart failure and type 2 diabetes: a competing risk analysis

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.28642806
title: Additional file 3 of Association of triglyceride-glucose index trajectories with the risk of worsening heart failure in elderly patients with chronic heart failure and type 2 diabetes: a competing risk analysis

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.28642806.v1
title: Additional file 3 of Association of triglyceride-glucose index trajectories with the risk of worsening heart failure in elderly patients with chronic heart failure and type 2 diabetes: a competing risk analysis

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.28642809.v1
title: Additional file 4 of Association of triglyceride-glucose index trajectories with the risk of worsening heart failure in elderly patients with chronic heart failure and type 2 diabetes: a competing risk analysis

description: Supplementary Material 4
DOI: 10.6084/m9.figshare.28642809
title: Additional file 4 of Association of triglyceride-glucose index trajectories with the risk of worsening heart failure in elderly patients with chronic heart failure and type 2 diabetes: a competing risk analysis

description: Supplementary Material 4
DOI: 10.6084/m9.figshare.28642812
title: Additional file 5 of Association of triglyceride-glucose index trajectories with the risk of worsening heart failure in elderly patients with chronic heart failure and type 2 diabetes: a competing risk analysis

description: Supplementary Material 5
DOI: 10.6084/m9.figshare.28642812.v1
title: Additional file 5 of Association of triglyceride-glucose index trajectories with the risk of worsening heart failure in elderly patients with chronic heart failure and type 2 diabetes: a competing risk analysis

description: Supplementary Material 5
DOI: 10.6084/m9.figshare.28642815.v1
title: Additional file 6 of Association of triglyceride-glucose index trajectories with the risk of worsening heart failure in elderly patients with chronic heart failure and type 2 diabetes: a competing risk analysis

description: Supplementary Material 6
DOI: 10.6084/m9.figshare.28642815
title: Additional file 6 of Association of triglyceride-glucose index trajectories with the risk of worsening heart failure in elderly patients with chronic heart failure and type 2 diabetes: a competing risk analysis

description: Supplementary Material 6
DOI: 10.15468/dl.w5tvf5
title: Occurrence Download

description: A dataset containing 122232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Phaethornis guy (R.Lesson, 1833)"
 ]
}

 The dataset includes 122232 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021497-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15009380
title: Synthetic OCR Dataset: 105,738 Tamil Text Lines Rendered in 18 Diverse Fonts with Corresponding Ground Truth Annotations

description: This dataset provides a benchmark for Tamil Optical Character Recognition (OCR), covering both handwritten (Hangual) and printed Tamil text. It includes high-quality ground truth (GT) text files paired with corresponding TIFF images, making it valuable for training and evaluating OCR models, particularly for Tesseract, deep learning-based recognition, and AI research.

Dataset Highlights



Total Size: 15GB (Sample from the full 60GB dataset)

Total Pairs:Approximately 1,903,284 text-image pairs

Handwritten Fonts (9 Unicode Fonts):



Aazhi, Gnani, Hemalatha, Indumathi, Kalayarasi, Siva_01, Siva_02, Sudeeptha, Yogeshwaran



Printed Fonts (9 Unicode Fonts):



AnekTamil, Arima, KarlaTamilInclined, TAU-Barathi, TAU-Kambar, TAU-Marutham, TAU-Mullai, TAU-Neythal, TAU-Valluvar



Data Source:



The text corpus (GT text files) is curated from Wikipedia and Wikisource, ensuring linguistic diversity.

The fonts are publicly available Unicode Tamil fonts, sourced from Google Fonts and Tamil Virtual University.




File Structure



Tamil_OCR_Dataset/├── Hangual_Fonts/│   ├── Aazhi/│   │   ├── gt/│   │   │   ├── 00001.gt.txt│   │   │   ├── 00002.gt.txt│   │   ├── images/│   │   │   ├── 00001.tiff│   │   │   ├── 00002.tiff│   ├── Gnani/│   ├── ...├── Printed_Fonts/│   ├── AnekTamil/│   ├── HindMadurai/│   ├── ...


Cite this work

@dataset{tamilocr_dataset_2025,  author    = {Syedkhaleel Jageer},  title     = {Synthetic OCR Dataset: 105,738 Tamil Text Lines Rendered in 18 Diverse Fonts with Corresponding Ground Truth Annotations},  year      = {2025},  publisher = {Zenodo},  doi       = {10.5281/zenodo.15009380},  url       = {https://doi.org/10.5281/zenodo.15009380}}
DOI: 10.6084/m9.figshare.28642819.v1
title: Additional file 7 of The OsZHD1 and OsZHD2, Two Zinc Finger Homeobox Transcription Factor, Redundantly Control Grain Size by Influencing Cell Proliferation in Rice

description: Supplementary Material 7
DOI: 10.6084/m9.figshare.28642819
title: Additional file 7 of The OsZHD1 and OsZHD2, Two Zinc Finger Homeobox Transcription Factor, Redundantly Control Grain Size by Influencing Cell Proliferation in Rice

description: Supplementary Material 7
DOI: 10.6084/m9.figshare.28642825
title: Additional file 1 of Psychometric assessment of the Moroccan version of the car, relax, alone, forget, friends, trouble (CRAFFT) scale among adolescent and young adults with a substance use disorder

description: Supplementary Material 1 ( Database)
DOI: 10.15468/dl.vg5jth
title: Occurrence Download

description: A dataset containing 466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astragalus adsurgens var. robustior Hook.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 466 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021505-250310093411724/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.28642846
title: Additional file 1 of Gynaeco-obstetrical follow-up of patients with dystrophic epidermolysis bullosa, a prospective study

description: Additional file1.
DOI: 10.6084/m9.figshare.28642846.v1
title: Additional file 1 of Gynaeco-obstetrical follow-up of patients with dystrophic epidermolysis bullosa, a prospective study

description: Additional file1.
DOI: 10.6084/m9.figshare.28642905
title: Additional file 2 of Survival analysis using machine learning in transplantation: a practical introduction

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.28642905.v1
title: Additional file 2 of Survival analysis using machine learning in transplantation: a practical introduction

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.28642908
title: Additional file 3 of Survival analysis using machine learning in transplantation: a practical introduction

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.28642908.v1
title: Additional file 3 of Survival analysis using machine learning in transplantation: a practical introduction

description: Supplementary Material 3
DOI: 10.15468/dl.9daprn
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Binodoxys angelicae (Haliday, 1833)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 235 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021506-250310093411724/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.28642929
title: Additional file 4 of Altered structural and transporter-related gene expression patterns in the placenta play a role in fetal demise during Porcine reproductive and respiratory syndrome virus infection

description: Supplementary Material 4
DOI: 10.6084/m9.figshare.28642929.v1
title: Additional file 4 of Altered structural and transporter-related gene expression patterns in the placenta play a role in fetal demise during Porcine reproductive and respiratory syndrome virus infection

description: Supplementary Material 4
DOI: 10.6084/m9.figshare.28642954
title: Additional file 1 of Causal effect of life-course adiposity on the risk of respiratory diseases: a Mendelian randomization study

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.28642954.v1
title: Additional file 1 of Causal effect of life-course adiposity on the risk of respiratory diseases: a Mendelian randomization study

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.28642972
title: Additional file 2 of Oral delivery of Mycobacterium bovis bacillus Calmette-Guérin (BCG) in alginate spheres to captive white-tailed deer

description: Supplementary Material 2: Supplementary Data File 1. Table containing all flow cytometry data used in these studies.
DOI: 10.6084/m9.figshare.28642972.v1
title: Additional file 2 of Oral delivery of Mycobacterium bovis bacillus Calmette-Guérin (BCG) in alginate spheres to captive white-tailed deer

description: Supplementary Material 2: Supplementary Data File 1. Table containing all flow cytometry data used in these studies.