cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15577242
title: shed text

description: 📦 Segmentation Dataset 

This repository contains a dataset labeled with Roboflow in YOLOv8 segmentation format, designed for detecting and segmenting different types of terrain surfaces and obstacle negotiability.

📄 Format

-Export format: YOLOv8 Segmentation-Number of classes: 10-Number of picture: 271-Annotation source: Roboflow-Annotation type: Masks for segmentation tasks

🏷️ Available Classes

| ID | Label       | Description                                |----|-------------|--------------------------------------------|| 0  | `concrete`   | Hard surface, pavement or concrete         | 1  | `dirtroad`   | Dirt road or path                          | 2  | `grass`       | Grass or grassy terrain                    | 3  | `gravel`      | Gravel surface or loose rocky path         | 4  | `NS`           | Not traversable (Non-Surmountable)         | 5  | `S50`         | 50% Surmountable slope                     | 6  | `S75`         | 75% Surmountable slope                     | 7  | `S100`       | Fully Surmountable (100%)                  | 8  | `wood`      | Wooden surface

These classes are meant to support the training of terrain perception models, especially for legged robots operating in unstructured environments.

📁 Dataset Structure

dataset/├── train/ # Training images and labels├── valid/ # Validation images and labels├── test/ # Test images and labels├── data.yaml├── README.dataset.txt └── README.roboflow.txt
DOI: 10.5281/zenodo.11643026
title: Supporting data for: The danger zone: the joint trap of incomplete lineage sorting and long-branch attraction in placing Rafflesiaceae

description: This is supporting sequence data for the paper: The danger zone: the joint trap of incomplete lineage sorting and long-branch attraction in placing Rafflesiaceae. It contains DNA and protein sequences as well as gene trees for 2141 loci for the investigation of the phylogenetic placement of the parasitic Rafflesiaceae.
DOI: 10.5281/zenodo.15577253
title: shed text P

description: 📦 Segmentation Dataset PASCAL

This repository contains a dataset labeled with Roboflow in PASCAL VOC format, designed for detecting and segmenting different types of terrain surfaces and obstacle negotiability.

📄 Format

-Export format: XML PASCAL VOC-Number of classes: 10-Number of picture: 271-Annotation source: Roboflow-Annotation type: Pascal VOC standard

🏷️ Available Classes

| ID | Label       | Description                                |----|-------------|--------------------------------------------|| 0  | `concrete`   | Hard surface, pavement or concrete         | 1  | `dirtroad`   | Dirt road or path                          | 2  | `grass`       | Grass or grassy terrain                    | 3  | `gravel`      | Gravel surface or loose rocky path         | 4  | `NS`           | Not traversable (Non-Surmountable)         | 5  | `S50`         | 50% Surmountable slope                     | 6  | `S75`         | 75% Surmountable slope                     | 7  | `S100`       | Fully Surmountable (100%)                  | 8  | `wood`      | Wooden surface

These classes are meant to support the training of terrain perception models, especially for legged robots operating in unstructured environments.

📁 Dataset Structure

dataset/├── train/ # Training images and labels├── valid/ # Validation images and labels├── test/ # Test images and labels├── README.dataset.txt └── README.roboflow.txt
DOI: 10.5281/zenodo.15577254
title: shed text P

description: 📦 Segmentation Dataset PASCAL

This repository contains a dataset labeled with Roboflow in PASCAL VOC format, designed for detecting and segmenting different types of terrain surfaces and obstacle negotiability.

📄 Format

-Export format: XML PASCAL VOC-Number of classes: 10-Number of picture: 271-Annotation source: Roboflow-Annotation type: Pascal VOC standard

🏷️ Available Classes

| ID | Label       | Description                                |----|-------------|--------------------------------------------|| 0  | `concrete`   | Hard surface, pavement or concrete         | 1  | `dirtroad`   | Dirt road or path                          | 2  | `grass`       | Grass or grassy terrain                    | 3  | `gravel`      | Gravel surface or loose rocky path         | 4  | `NS`           | Not traversable (Non-Surmountable)         | 5  | `S50`         | 50% Surmountable slope                     | 6  | `S75`         | 75% Surmountable slope                     | 7  | `S100`       | Fully Surmountable (100%)                  | 8  | `wood`      | Wooden surface

These classes are meant to support the training of terrain perception models, especially for legged robots operating in unstructured environments.

📁 Dataset Structure

dataset/├── train/ # Training images and labels├── valid/ # Validation images and labels├── test/ # Test images and labels├── README.dataset.txt └── README.roboflow.txt
DOI: 10.5281/zenodo.15375145
title: COMISET: Dataset for the analysis of malicious events in Windows systems

description: COMISET is a dataset of security events generated by Microsoft Windows systems in two scenarios: LAB a laboratory emulating the infrastructure of a small company, and REAL a computer network commonly used by students at Comillas University.

In the laboratory environment, several attacks were executed involving a variety of techniques and tactics commonly used by the adversaries. 

The monitoring system was implemented to capture the events and label them according to the MITRE ATT&CK matrix.
DOI: 10.5281/zenodo.15375146
title: COMISET: Dataset for the analysis of malicious events in Windows systems

description: COMISET is a dataset of security events generated by Microsoft Windows systems in two scenarios: LAB a laboratory emulating the infrastructure of a small company, and REAL a computer network commonly used by students at Comillas University.

In the laboratory environment, several attacks were executed involving a variety of techniques and tactics commonly used by the adversaries. 

The monitoring system was implemented to capture the events and label them according to the MITRE ATT&CK matrix.
DOI: 10.15468/dl.5wjk77
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Calidris virgata (J.F.Gmelin, 1789))",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018345-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15337380
title: A Systematic Mapping Study on Developer Profile Modelling in Software Engineering
DOI: 10.5281/zenodo.15337381
title: A Systematic Mapping Study on Developer Profile Modelling in Software Engineering
DOI: 10.5281/zenodo.15587030
title: A Systematic Mapping Study on Developer Profile Modelling in Software Engineering
DOI: 10.15468/dl.hb73cc
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Pl@ntNet observations, Royal Ontario Museum - Ornithology, Royal Ontario Museum Green Plant Herbarium (TRT), Pl@ntNet automatically identified occurrences, Museum of Comparative Zoology, Harvard University)",
 "Geometry POLYGON((-79.17132 43.88853,-79.16917 43.88325,-79.15257 43.88715,-79.1556 43.89205,-79.17132 43.88853))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018347-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mn8qr6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Calidris virgata (J.F.Gmelin, 1789))",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018348-250525065834625/datasets/export for details.
DOI: 10.7910/dvn/7r1qg6
title: Annual Survey of Industries (India) : Panel Data Input-Output Variables from 1999 to 2019

description: This dataset contains selected variables used to understand the process of "unequal exchange" and value capture between Large and Small units in India's Organized Manufacturing Sector.

The codes are used to run the Panel Data Fixed Effects Regression model
DOI: 10.15468/dl.kmh82q
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018346-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kv7pk6
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oplismenus undulatifolius (Ard.) Roem. & Schult."
 ]
}

 The dataset includes 50 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018349-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kk376f
title: Occurrence Download

description: A dataset containing 9166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippopotamus amphibius Linnaeus, 1758"
 ]
}

 The dataset includes 9166 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018350-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s4hpp
title: Occurrence Download

description: A dataset containing 8781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Triatoma Laporte, 1832",
 "Year 1900-2025"
 ]
}

 The dataset includes 8781 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018352-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15576775
title: Improved genome assembly of double haploid Prunus persica siblings 'Lovell 2D' and 'Lovell 5D' and the peach NLRome

description: Prunus persica (peach) has long served as a model fruit tree for studying phenological events. It has a relatively small genome and exhibits tremendous plasticity in climate tolerances due to the high variation of chill requirements, bloom times, and fruit ripening times. The peach variety ‘Lovell 2D’ was used to generate one of the first high-quality genome assemblies for a tree species, using Sanger sequencing of genetic-map ordered BAC clones. A key to the high quality of this early assembly was the use of a doubled haploid variety, which eliminates the challenges posed by mixed haplotypes. Here, we re-sequenced and assembled the ‘Lovell 2D’ genome along with a doubled haploid sibling ‘Lovell 5D’ using 3rd generation technologies. The resulting genomes were significantly more contiguous than the current ‘Lovell 2D’ reference genome (ver2.0 updated in 2017) and are closer to the estimated total genome size for peach (265Mb). In addition, new gene, transposable element (TE), and Nucleotide-binding domain and Leucine-rich repeat receptor (NLR) annotations were performed to enhance the integrity and utility of the genome. These updated peach doubled-haploid reference assemblies will provide the research community with an improved reference genome for genomics-guided studies and breeding efforts.
DOI: 10.5281/zenodo.15576776
title: Improved genome assembly of double haploid Prunus persica siblings 'Lovell 2D' and 'Lovell 5D' and the peach NLRome

description: Prunus persica (peach) has long served as a model fruit tree for studying phenological events. It has a relatively small genome and exhibits tremendous plasticity in climate tolerances due to the high variation of chill requirements, bloom times, and fruit ripening times. The peach variety ‘Lovell 2D’ was used to generate one of the first high-quality genome assemblies for a tree species, using Sanger sequencing of genetic-map ordered BAC clones. A key to the high quality of this early assembly was the use of a doubled haploid variety, which eliminates the challenges posed by mixed haplotypes. Here, we re-sequenced and assembled the ‘Lovell 2D’ genome along with a doubled haploid sibling ‘Lovell 5D’ using 3rd generation technologies. The resulting genomes were significantly more contiguous than the current ‘Lovell 2D’ reference genome (ver2.0 updated in 2017) and are closer to the estimated total genome size for peach (265Mb). In addition, new gene, transposable element (TE), and Nucleotide-binding domain and Leucine-rich repeat receptor (NLR) annotations were performed to enhance the integrity and utility of the genome. These updated peach doubled-haploid reference assemblies will provide the research community with an improved reference genome for genomics-guided studies and breeding efforts.
DOI: 10.15468/dl.5fe6mk
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018353-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13943678
title: GCL_FCS30: a global coastline dataset with 30-m resolution and a fine classification system from 2010 to 2020

description: A Global CoastLine Dataset (GCL_FCS30) with a detailed classification system, including categories for (0) artificial, (1) biogenic, (2) sandy, (3) muddy, (4) rocky, and (5) estuary coastlines for 2010, 2015, and 2020. The coastline extraction employed a combined algorithm incorporating the Modified Normalized Difference Water Index (MNDWI), an adaptive threshold segmentation method based on the Maximum Between-Class Variance Method (OTSU), and the Canny edge detector. The coastline classification was performed using a hybrid transect classifier that integrates a random forest algorithm with globally stable training samples derived from multi-source geophysical data.
DOI: 10.15468/dl.x8hcpx
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinus carpio Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022078-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5gp4xy63xv
title: Efficacy and safety of oral upadacitinib-topical ruxolitinib combination therapy in the treatment of progressive non-segmental vitiligo

description: Efficacy of oral upadacitinib-topical ruxolitinib combination therapy in the treatment of progressive non-segmental vitiligo
DOI: 10.17632/5gp4xy63xv.1
title: Efficacy and safety of oral upadacitinib-topical ruxolitinib combination therapy in the treatment of progressive non-segmental vitiligo

description: Efficacy of oral upadacitinib-topical ruxolitinib combination therapy in the treatment of progressive non-segmental vitiligo
DOI: 10.15468/dl.cfy5tn
title: Occurrence Download

description: A dataset containing 6693654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Senecio inaequidens DC., Senecio vernalis Waldst. & Kit., Solidago canadensis L., Solidago gigantea Aiton, Symphoricarpos albus (L.) K.Koch, Syringa vulgaris L., Tanacetum parthenium (L.) Sch.Bip., Thymus praecox Opiz, Trifolium hybridum L., Trifolium incarnatum L., Veronica filiformis Sm., Veronica persica Poir., Viburnum rhytidophyllum Hemsl. ex Forbes & Hemsl., Vicia sativa L., Vicia villosa Roth, Cydalima perspectalis (Walker, 1859), Halyomorpha halys (Stål, 1855), Harmonia axyridis (Pallas, 1773), Leptoglossus occidentalis Heidemann, 1910, Meconema meridionale Costa, 1860, Nezara viridula (Linnaeus, 1758), Osmia cornuta (Latreille, 1805), Dama dama (Linnaeus, 1758), Myocastor coypus (Molina, 1782), Ondatra zibethicus (Linnaeus, 1766), Procyon lotor (Linnaeus, 1758), Opilio canestrinii (Thorell, 1876), Zoropsis spinimana (Dufour, 1820), Aix galericulata (Linnaeus, 1758), Alopochen aegyptiaca (Linnaeus, 1766))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON (( -30 25 , 40 25 , 40 78 , -30 78 , -30 25 ))"
 ]
}

 The dataset includes 6693654 records from 7476 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021842-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16910726
title: Data supporting the publication "Near-resonant nuclear spin detection with megahertz mechanical resonators"

description: Data supporting the publication "Near-resonant nuclear spin detection with megahertz mechanical resonators"
DOI: 10.5281/zenodo.16910727
title: Data supporting the publication "Near-resonant nuclear spin detection with megahertz mechanical resonators"

description: Data supporting the publication "Near-resonant nuclear spin detection with megahertz mechanical resonators"
DOI: 10.5281/zenodo.16911483
title: Geochemical Reconstruction of Oxygen and Carbon Dioxide Evolution on the  Tibetan Plateau: Insights into Negative Feedback and Periodic Cycles

description: These are  the data for article "Geochemical Reconstruction of Oxygen and Carbon Dioxide Evolution on the Tibetan Plateau: Insights into Negative Feedback and Periodic Cycles".
DOI: 10.5281/zenodo.16911484
title: Geochemical Reconstruction of Oxygen and Carbon Dioxide Evolution on the  Tibetan Plateau: Insights into Negative Feedback and Periodic Cycles

description: These are  the data for article "Geochemical Reconstruction of Oxygen and Carbon Dioxide Evolution on the Tibetan Plateau: Insights into Negative Feedback and Periodic Cycles".
DOI: 10.15468/dl.8uu2hz
title: Occurrence Download

description: A dataset containing 567279 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ilex aquifolium"
 ]
}

 The dataset includes 567279 records from 2227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025093-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58145/akf/te63xs
title: Possibilities of using tensiomyography to assess early changes in muscle function in patients with multiple sclerosis – raw data

description: This study aimed to evaluate the functional status of the biceps and triceps brachii muscles using tensiomyography in individuals diagnosed with multiple sclerosis. 
Explanation of indicator abbreviations 
BB R - biceps brachii right
BB L – biceps brachii left
TB R – triceps brachii right
TB L – triceps brachii left
Td - delay time, 
Ts – sustain time 
Tr – relaxation time 
Dm – displacement
DOI: 10.15468/dl.tgy9h3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pauropoda",
 "Year 2011-2013",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049990-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4f9rq2
title: Occurrence Download

description: A dataset containing 136769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta",
 "Year 2000-2025"
 ]
}

 The dataset includes 136769 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022355-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtgtd7
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Neocheiropteris palmatopedata (Baker) Christ"
 ]
}

 The dataset includes 135 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022375-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.