cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kgfe2s
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zaprionus indianus Gupta, 1970"
 ]
}

 The dataset includes 51 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000342-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/dnz-6zs-bpz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bl2-17n-p34
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vec-5ct-evb
title: Dromia Weber, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/45c-q28-zmq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/psm-xv5-xme
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5dj-tm0-x60
title: Chondrichthyes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hjf-pm5-6ac
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4pp-h3a-w8j
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ey3-9fr-ece
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/03n-sdv-6kb
title: Dibolia Latreille, 1829

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7bb-01b-0fs
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/86n-t8g-vh8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3te-6yt-yb2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m13-mag-1sb
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3bt-xjd-ftf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9rg-wsa-qma
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nzs-2az-j6q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3kc-3qz-eaw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wvl-32t-5lw
title: Eliomys Wagner, 1840

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1e4-0vn-hnr
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fyq-8ew-txd
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gkx-fwp-hre
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t8a-rhq-0cm
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1jd-0jh-srk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x9r-dgy-5r9
title: Magnolia kobus DC.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6jl-31g-zgr
title: Splonia Signoret, 1891

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ery-wt4-n0q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gth-ly2-410
title: Eucommia Oliv.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mb2-q0r-2pj
title: Cycloclypeus W.B. Carpenter, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f5n-s62-trj
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/js3-65y-w1c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/avq-lh5-8nm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/waa-4m4-v1g
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16899591
title: OpenSource-OperatingSystems-Vulnerabilities-ISSRE2025

description: Title: Artifacts for the paper "Exploring the Generalizability of Software Vulnerability Classes via Replication and Synthesis"  ISSRE 2025

Description:These artifacts accompany the paper titled Exploring the Generalizability of Software Vulnerability Classes via Replication and Synthesis, accepted at the IEEE International Symposium on Software Reliability Engineering (ISSRE 2025). It contains curated datasets of bug reports from three major open-source operating systems: Red Hat Linux (RHL), Fedora, and Ubuntu.

Each dataset is provided as a CSV file and includes the following fields: bug report ID, security relevance flag, source component, associated CVE and CWE data (for security-related bugs), CWE-888 primary and secondary class mappings, and the operating system label.

The artifact supports replication and further exploration of security classification patterns across operating systems and enables reproducible empirical research in software vulnerability analysis.

Contents:





fedora.csv




rhl.csv




ubuntu.csv




README (detailed field descriptions and usage instructions)




LICENSE (CC BY-SA 4.0)



License: Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)Authors: Mohammad Jamil Ahmad, Katerina Goseva-PopstojanovaAffiliation: West Virginia UniversitySubmission Number: 105 (ISSRE 2025)

Citation:Ahmad, M. J., & Goseva-Popstojanova, K. (2025). Exploring the Generalizability of Software Vulnerability Classes via Replication and Synthesis. In Proceedings of the IEEE International Symposium on Software Reliability Engineering (ISSRE 2025).
DOI: 10.5281/zenodo.16899592
title: OpenSource-OperatingSystems-Vulnerabilities-ISSRE2025

description: Title: Artifacts for the paper "Exploring the Generalizability of Software Vulnerability Classes via Replication and Synthesis"  ISSRE 2025

Description:These artifacts accompany the paper titled Exploring the Generalizability of Software Vulnerability Classes via Replication and Synthesis, accepted at the IEEE International Symposium on Software Reliability Engineering (ISSRE 2025). It contains curated datasets of bug reports from three major open-source operating systems: Red Hat Linux (RHL), Fedora, and Ubuntu.

Each dataset is provided as a CSV file and includes the following fields: bug report ID, security relevance flag, source component, associated CVE and CWE data (for security-related bugs), CWE-888 primary and secondary class mappings, and the operating system label.

The artifact supports replication and further exploration of security classification patterns across operating systems and enables reproducible empirical research in software vulnerability analysis.

Contents:





fedora.csv




rhl.csv




ubuntu.csv




README (detailed field descriptions and usage instructions)




LICENSE (CC BY-SA 4.0)



License: Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)Authors: Mohammad Jamil Ahmad, Katerina Goseva-PopstojanovaAffiliation: West Virginia UniversitySubmission Number: 105 (ISSRE 2025)

Citation:Ahmad, M. J., & Goseva-Popstojanova, K. (2025). Exploring the Generalizability of Software Vulnerability Classes via Replication and Synthesis. In Proceedings of the IEEE International Symposium on Software Reliability Engineering (ISSRE 2025).
DOI: 10.3535/djc-d4k-w4t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fh4-5jb-ywm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zvx-f8r-y64
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a9y-dh1-vzz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sx5-xpg-8ca
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5nc-hcz-88y
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lqf-rb1-aqq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8q4-bjv-d6k
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m8b-01x-aeq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25919/t2sp-4k85
title: Appendix B - Protected matters list of assets - for the spatial causal network for the Upper Spencer Gulf region, South Australia

description: Assets used for the assessment were extracted from the National Biodiversity Asset Register and Performance Standard 6 Assessment Tool (BAR-PS6) (Stewart et al. 2021). The list of potential assets was updated in January 2025 using the Protected Matters Search Tool for the 3 regions to identify all protected matters listed under the EPBC Act. Assets were identified using a spatial intersection with the extended region to consider potential impacts from development in the region that may extend into adjoining areas.

Stewart SB, O’Grady AP and Brooks S (2021) A desktop-based methodology for development of biodiversity asset registers and critical/natural habitat assessment. CSIRO, 
doi:10.25919/1kzh-gd17
DOI: 10.5281/zenodo.15003910
title: METAstasis in LYmph Nodes in oral squamous cell Carcinoma - Histopathology image Dataset AKA METALYNC-HD
title: METALYNC-HD

description: METAstasis in LYmph Nodes in oral squamous cell Carcinoma - Histopathology image Dataset, also known as 'METALYNC-HD', was prepared for supporting the development and evaluation of Linux-based AI-driven methodologies for detecting metastatic involvement in lymph nodes.

This dataset includes the following subsets: 'Training and Validation dataset' and 'Test dataset', which comprise high-resolution microscopic images and associated diagnostic labels (metastatic or metastasis-free). The 'Training and Validation dataset' contains 16,426 'Metastatic' image patches and 14,192 'Normal' image patches with a size of 256 x 256 pixels, which have been used to train the following five pre-trained deep neural network-based ImageNet models using the transfer learning approach: (i) InceptionV3, (ii) MobileNetV2, (iii) Xception, (iv) ResNet50, and (v) InceptionResNetV2. The Xception model showed the best fit and classification performance.

Using the fine-tuned Xception model as a backbone, Automated Lymph Node Metastasis Detection Software (ALNMDS) was developed. ALNMDS was tested using the Evaluation dataset that contains 2533 histological images (1024 x 768 pixels) of lymph node metastasis and 999 metastasis-free images (1024 x 768 pixels) of lymph nodes.

No patient data has been shared in this dataset.

The record is publicly accessible upon request and consideration of the competent authority at the Department of Oral Pathology, Maulana Azad Institute of Dental Sciences, New Delhi, India. The files can only be accessed by following the approval of the project supervisor.
DOI: 10.5281/zenodo.15393383
title: METAstasis in LYmph Nodes in oral squamous cell Carcinoma - Histopathology image Dataset AKA METALYNC-HD
title: METALYNC-HD

description: METAstasis in LYmph Nodes in oral squamous cell Carcinoma - Histopathology image Dataset, also known as 'METALYNC-HD', was prepared for supporting the development and evaluation of Linux-based AI-driven methodologies for detecting metastatic involvement in lymph nodes.

This dataset includes the following subsets: 'Training and Validation dataset' and 'Test dataset', which comprise high-resolution microscopic images and associated diagnostic labels (metastatic or metastasis-free). The 'Training and Validation dataset' contains 16,426 'Metastatic' image patches and 14,192 'Normal' image patches with a size of 256 x 256 pixels, which have been used to train the following five pre-trained deep neural network-based ImageNet models using the transfer learning approach: (i) InceptionV3, (ii) MobileNetV2, (iii) Xception, (iv) ResNet50, and (v) InceptionResNetV2. The Xception model showed the best fit and classification performance.

Using the fine-tuned Xception model as a backbone, Automated Lymph Node Metastasis Detection Software (ALNMDS) was developed. ALNMDS was tested using the Evaluation dataset that contains 2533 histological images (1024 x 768 pixels) of lymph node metastasis and 999 metastasis-free images (1024 x 768 pixels) of lymph nodes.

No patient data has been shared in this dataset.

The record is publicly accessible upon request and consideration of the competent authority at the Department of Oral Pathology, Maulana Azad Institute of Dental Sciences, New Delhi, India. The files can only be accessed by following the approval of the project supervisor.
DOI: 10.15468/dl.bwf5dg
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.21_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera uncia (Schreber, 1775)",
 "Year 1000-2020"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029693-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hee66y
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Gallicolumba crinigera (Reichenbach, 1851)"
 ]
}

 The dataset includes 145 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029694-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsn9k3
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Kalanchoe daigremontiana Raym.-Hamet & H.Perrier"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029695-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-4835
title: Replication data for: "Shedding Light on the Active Species in a Cobalt-Based Covalent Organic Framework for the Electrochemical Oxygen Evolution Reaction"

description: All primary and processed data of the journal article can be found here. The data is structured according to analytical techniques. The material measured is described in a file name. The dataset includes only experimental data and no simulational data. The measurement methods are described in the SI of the journal article.
The data can be used to replicate the experiments, to evaluate and compare the materials' properties with others, and to investigate the materials' structures.
DOI: 10.15151/esrf-es-2015807627
title: Cryo-electron microscopy EPN/Grenoble BAG

description: ESRF is privileged to host two state-of-the-art microscopes. Our BAG unites the majority of local labs that utilise cryo-EM to address their diverse structural biology questions, including researchers from the EPN campus (IBS, ESRF, ILL and EMBL) and its vicinity (Cell & Plant Physiology Laboratory LPCV, Grenoble Institut des Neurosciences - GIN, Institute for Advanced Biosciences - IAB).
In a nutshell, approximately 30 principal investigators would greatly benefit from Krios time, with 100 different samples proposed. The high demand for EM beamtime is partially met by two Glacios microscopes available on the campus, currently charged with the pre-screening, but also frequently yielding satisfactory structural insights. Nonetheless, the use of a Krios is indispensable for challenging samples (with heterogeneity or limited concentration requiring a large number of images, small proteins, etc.). Only such “difficult cases” will be selected for Krios time at the BAG level.
DOI: 10.15468/dl.tpxdcn
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ethiopia, Kenya)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Kalanchoe delagoensis Eckl. & Zeyh."
 ]
}

 The dataset includes 151 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029696-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snh6db
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ormosia striata Dunn"
 ]
}

 The dataset includes 27 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029698-250426092105405/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.28105094
title: Desymmetric Esterification Catalysed by Bifunctional Chiral N-Heterocyclic Carbenes Provides Access to Inherently Chiral Calix[4]arenes

description: All NMR data of the prepared compounds.
DOI: 10.6084/m9.figshare.28105094.v1
title: Desymmetric Esterification Catalysed by Bifunctional Chiral N-Heterocyclic Carbenes Provides Access to Inherently Chiral Calix[4]arenes

description: All NMR data of the prepared compounds.
DOI: 10.15468/dl.jppfaq
title: Occurrence Download

description: A dataset containing 4510106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spilopelia senegalensis (Linnaeus, 1766), Streptopelia decaocto (Frivaldszky, 1838), Streptopelia orientalis (Latham, 1790), Streptopelia tranquebarica (Hermann, 1804), Streptopelia turtur (Linnaeus, 1758), Treron apicauda Blyth, 1846, Treron bicinctus (Jerdon, 1840), Treron curvirostra (J.F.Gmelin, 1789), Treron formosae Swinhoe, 1863, Treron phayrei (Blyth, 1862), Treron phoenicopterus (Latham, 1790), Treron seimundi (Robinson, 1910), Treron sieboldii (Temminck, 1835), Treron sphenurus (Vigors, 1832), Alcedo atthis (Linnaeus, 1758), Alcedo hercules Laubmann, 1917, Alcedo meninting Horsfield, 1821, Ceryle rudis (Linnaeus, 1758), Ceyx erithaca (Linnaeus, 1758), Halcyon coromanda (Latham, 1790), Halcyon pileata (Boddaert, 1783), Halcyon smyrnensis (Linnaeus, 1758), Megaceryle lugubris (Temminck, 1834), Pelargopsis capensis (Linnaeus, 1766), Todiramphus chloris (Boddaert, 1783), Coracias affinis Horsfield, 1840, Coracias garrulus Linnaeus, 1758, Eurystomus orientalis (Linnaeus, 1766), Merops apiaster Linnaeus, 1758, Merops leschenaulti Vieillot, 1817, Merops orientalis Latham, 1801, Merops ornatus Latham, 1801, Merops persicus Pallas, 1773, Merops philippinus Linnaeus, 1767, Merops viridis Linnaeus, 1758, Nyctyornis amictus (Temminck, 1824), Nyctyornis athertoni (Jardine & Selby, 1828), Cacomantis merulinus (Scopoli, 1786), Cacomantis sonneratii (Latham, 1790), Centropus bengalensis (Gmelin, 1788))",
 "Geometry POLYGON((73.4990129 3.8378886,135.0873769 3.8378886,135.0873769 53.5616571,73.4990129 53.5616571,73.4990129 3.8378886))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 4510106 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029673-250426092105405/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.26068273.v1
title: Left atrial wall shear stress correlates with fibrosis in patients with atrial fibrillation dataset

description: Data generated and used for the publication entitled "Left atrial wall shear stress correlates with fibrosis in patients with atrial fibrillation" published in Nature Cardiovascular Research.
<br>
<br>
File description: <br>
- all_2D_maps_x4.png : All the results combined in a single figure. <br>
- all_data_points.csv : All the data points used in the generation of the figures and the statistics of the publication. <br>
- vtk_files_for_lausm.zip : VTK files for each patient. They are used as input to the "Left Atrial Unfolding to a Standardized 2D Map" pipeline. The latest code is available at Github. <br>
- lausm.zip : Copy of the "Left Atrial Unfolding to a Standardized 2D Map" GitHub repository.
DOI: 10.6084/m9.figshare.26068273
title: Left atrial wall shear stress correlates with fibrosis in patients with atrial fibrillation dataset

description: Data generated and used for the publication entitled "Left atrial wall shear stress correlates with fibrosis in patients with atrial fibrillation" published in Nature Cardiovascular Research.
<br>
<br>
File description: <br>
- all_2D_maps_x4.png : All the results combined in a single figure. <br>
- all_data_points.csv : All the data points used in the generation of the figures and the statistics of the publication. <br>
- vtk_files_for_lausm.zip : VTK files for each patient. They are used as input to the "Left Atrial Unfolding to a Standardized 2D Map" pipeline. The latest code is available at Github. <br>
- lausm.zip : Copy of the "Left Atrial Unfolding to a Standardized 2D Map" GitHub repository.
DOI: 10.15468/dl.nbxn7x
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Kalanchoe fedtschenkoi Raym.-Hamet & H.Perrier"
 ]
}

 The dataset includes 70 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029701-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.