cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15576258
title: 4 shed 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: 333-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: 10.15468/dl.7w5arr
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aeorestes villosissimus (E.Geoffroy, 1806)"
 ]
}

 The dataset includes 71 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018547-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/f0tfgq
title: Replication Data for: Public and Expert Preferences in Survey Experiments on Foreign Policy: Evidence from Parallel Conjoint Analyses

description: The boom in published survey experiments in the international relations literature has allowed researchers to make valid causal inferences on longstanding foreign policy debates such as democratic peace, audience costs, and signaling. However, most of these experiments rely on mass samples, whereas foreign policy is arguably more technocratically driven. In this study, we probe the validity of generalizing from mass to elite preferences by exploring preferences of ordinary U.S. citizens and foreign policy experts (employees of the U.S. Department of State) in two identical conjoint experiments on democratic peace. We find that expert respondents are more opposed to military actions against other democracies than members of the public—but also that overall preferences about the matters of war and peace are stronger among foreign policy professionals. Our findings have important implications for the conduct of survey experiments in international relations and foreign policy.
DOI: 10.5281/zenodo.15587808
title: The coherence field theory

description: This is the Coherence field theory
DOI: 10.5281/zenodo.15587809
title: The coherence field theory

description: This is the Coherence field theory
DOI: 10.15468/dl.57yjec
title: Occurrence Download

description: A dataset containing 701829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Equisetum arvense L."
 ]
}

 The dataset includes 701829 records from 2616 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018539-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48723/qfeg-2d33
title: REBUS93 - Rehabilitation survey in Stockholm county 1993 - REBUS93 - Aktuell psykosocial situation
title: REBUS93 - Rehabiliteringsundersökningen i Stockholms län 1993 - REBUS93 - Aktuell psykosocial situation

description: REBUS-93 meant that data collected on the work, leisure and family situation of the REBUS survey 1969/70, together with retroactively collected information on physical and psychosocial working conditions for the years 1970 to 1993 could be tested as independent factors for musculoskeletal morbidity, mental symptoms and low functionality 24 years later, i.e. a lifetime perspective could be put on found relationships.

Purpose:

The purpose of REBUS-93 was to identify risk factors for musculoskeletal disorders, mental symptoms and low physical function.
description: REBUS-93 innebar att data insamlade om arbets- fritids- och familjesituation vid REBUS-undersökningen 1969/70, tillsammans med retroaktivt insamlad information om fysiska och psykosociala arbetsförhållanden för åren 1970 till 1993, kunde prövas som oberoende faktorer för muskuloskeletal sjuklighet, psykiska symtom och låg funktionsförmåga 24 år senare, d v s ett livstidsperspektiv kunde läggas på funna samband.

Syfte:

Syftet med REBUS-93 var att identifiera riskfaktorer för muskuloskeletala besvär, psykiska symptom och låg fysisk funktionsförmåga
DOI: 10.15468/dl.nbdz2h
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vriesea ×morreniana É.Morren"
 ]
}

 The dataset includes 59 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022386-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14473/csda/7jbrah
title: Rozbory směsného komunálního odpadu z pražských domácností
title: Prague Food Waste

description: Analyzované vzorky směsného komunálního odpadu (SKO) pocházely z pražských čtvrtí splňující charakteristiky pěti zkoumaných zástaveb. Dle platné metodiky byly z navezených vzorků odebrány podvzorky metodou kvartace, které byly následně podrobeny detailní analýze metodou sítové analýzy a ručního dotřídění. Látková skupina „Biologický odpad“ byla podrobena zkoumání na další podskupiny v členění na podskupiny „Kuchyňský odpad rostlinného původu“, „Kuchyňský odpad živočišného původu“, „Zbytky nápojů“, „Odpad z domácností“ a „Zahradní rostlinný odpad“.

Výzkum byl součástí projektu "Zjištění objemu potravinového odpadu vyprodukovaného domácnostmi a vybranými typy příspěvkových organizací v hlavním městě Praze v kontextu využitelnosti těchto dat pro ohlašovací povinnost a snižování množství potravinového odpadu".
description: MS EXCEL, null
description: Prague Food Waste
DOI: 10.15468/dl.yg9cfv
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((142.52787 4.43994,122.5563 5.46038,121.68164 -1.2454,131.1572 -10.72096,151.27454 -16.26052,155.06476 -4.74407,145.73498 2.10749,142.52787 4.43994))",
 "TaxonKey is Dalbergia minutiflora Sunarno & H.Ohashi"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014691-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uyke4
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is International Barcode of Life project (iBOL)",
 "OccurrenceStatus is Present",
 "PublishingOrg is b3bf3a83-1f68-4541-a03f-330d30d567f5",
 "TaxonKey is Mycetophila ornata Stephens, 1829"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022095-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwnvh5
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psittacanthus hamulifer Kuijt"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022096-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16901861
title: Electrometry data for Lazaresti, Harghita, Romania, April 2025

description: VES, Apparent resistivity data, Schlumberger array, 12 lines, MN distance 2 m
DOI: 10.5281/zenodo.16901862
title: Electrometry data for Lazaresti, Harghita, Romania, April 2025

description: VES, Apparent resistivity data, Schlumberger array, 12 lines, MN distance 2 m
DOI: 10.15468/dl.kfdcun
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxytropis falcata"
 ]
}

 The dataset includes 229 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025198-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfbqaw
title: Occurrence Download

description: A dataset containing 331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Morocco",
 "HasCoordinate is true"
 ]
}

 The dataset includes 331 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025199-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15599211
title: Software vulnerability detection datasets (Function Level) and source code

description: This repository contains pre-processed datasets for software vulnerability detection (based on rules applied and mentioned in the ARES'25 paper), in the CSV format, and the source code in zip format (vuln_patching_ares.zip)

Each source code sample includes the following 16 properties (with a few exceptions like CodeParrot and Vul4J, that contains only three fields, also mentioend below): 

index: index of code. 

vul_code: the vulnerable code (function)

is_vulnerable: the code is vulnerable (TRUE) or a patch (FALSE).

programming_language: programming language of the code.

method_name: name of the method.

file_name: name of the file where the source code is extracted.

repo_url: url of the project repository.

repo_owner: owner of the repository.

committer: developer who pushed the commit.

committer_date: date when the commit was pushed.

commit_msg: the commit message.

cwe_id: If is_vulnerable==True, the CWE id; otherwise None.

cwe_name: If is_vulnerable==True, the name of corresponding CWE; otherwise None.

cwe_description: If is_vulnerable==True, the description of corresponding CWE; otherwise None.

cwe_url: If is_vulnerable==True, the url to obtain more details of corresponding CWE; otherwise None.

cve_id: If is_vulnerable==True, the CVE id; otherwise None.

patch: the patched code (function)
DOI: 10.5281/zenodo.15599983
title: Software vulnerability detection datasets (Function Level) and source code

description: This repository contains pre-processed datasets for software vulnerability detection (based on rules applied and mentioned in the ARES'25 paper), in the CSV format, and the source code in zip format (vuln_patching_ares.zip)

Each source code sample includes the following 16 properties (with a few exceptions like CodeParrot and Vul4J, that contains only three fields, also mentioend below): 

index: index of code. 

vul_code: the vulnerable code (function)

is_vulnerable: the code is vulnerable (TRUE) or a patch (FALSE).

programming_language: programming language of the code.

method_name: name of the method.

file_name: name of the file where the source code is extracted.

repo_url: url of the project repository.

repo_owner: owner of the repository.

committer: developer who pushed the commit.

committer_date: date when the commit was pushed.

commit_msg: the commit message.

cwe_id: If is_vulnerable==True, the CWE id; otherwise None.

cwe_name: If is_vulnerable==True, the name of corresponding CWE; otherwise None.

cwe_description: If is_vulnerable==True, the description of corresponding CWE; otherwise None.

cwe_url: If is_vulnerable==True, the url to obtain more details of corresponding CWE; otherwise None.

cve_id: If is_vulnerable==True, the CVE id; otherwise None.

patch: the patched code (function)
DOI: 10.15468/dl.sqmzx9
title: Occurrence Download

description: A dataset containing 73957637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Netherlands",
 "OccurrenceStatus is Present",
 "Year 2017-2025"
 ]
}

 The dataset includes 73957637 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049978-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akwrcw
title: Occurrence Download

description: A dataset containing 1188963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acridotheres albocinctus Godwin-Austen & Walden, 1875, Acridotheres burmannicus (Jerdon, 1862), Acridotheres cristatellus (Linnaeus, 1758), Acridotheres grandis Moore, 1858, Acridotheres javanicus Cabanis, 1851, Acridotheres tristis (Linnaeus, 1766), Agropsar philippensis (J.R.Forster, 1781), Agropsar sturninus (Pallas, 1776), Ampeliceps coronatus Blyth, 1842, Aplonis panayensis (Scopoli, 1786), Gracula religiosa Linnaeus, 1758, Gracupica contra (Linnaeus, 1758), Gracupica contra (Linnaeus, 1758), Gracupica nigricollis (Paykull, 1807), Pastor roseus (Linnaeus, 1758), Saroglossa spiloptera (Vigors, 1831), Spodiopsar cineraceus (Temminck, 1835), Spodiopsar sericeus (Gmelin, 1789), Sturnia malabarica (Gmelin, 1789), Sturnia pagodarum (Gmelin, 1789), Sturnia sinensis (Gmelin, 1788), Sturnus vulgaris Linnaeus, 1758, Sylvia communis Latham, 1787, Sylvia crassirostris Cretzschmar, 1830, Sylvia curruca (Linnaeus, 1758), Curruca minula (Hume, 1873), Sylvia nana (Hemprich & Ehrenberg, 1833), Sylvia nisoria (Bechstein, 1792), Sylvia atricapilla (Linnaeus, 1758), Stachyridopsis ambigua Harington, 1915, Stachyridopsis chrysaea (Blyth, 1844), Stachyridopsis pyrrhops (Blyth, 1844), Stachyridopsis ruficeps (Blyth, 1847), Pomatorhinus erythrocnemis Gould, 1863, Pomatorhinus erythrogenys Vigors, 1832, Pomatorhinus gravivox David, 1873, Pomatorhinus hypoleucos (Blyth, 1844), Pomatorhinus swinhoei David, 1874, Macronus gularis (Horsfield, 1822))",
 "Geometry POLYGON((73.5208333 16.6625,135.0791667 16.6625,135.0791667 53.5541667,73.5208333 53.5541667,73.5208333 16.6625))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)"
 ]
}

 The dataset includes 1188963 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021515-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yejjf
title: Occurrence Download

description: A dataset containing 11682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-66.95554 -17.53354,-66.95058 -17.68726,-66.82661 -17.86082,-66.8762 -18.03438,-66.78198 -18.14843,-66.62826 -18.14843,-66.45966 -18.09388,-66.08775 -17.89057,-65.89417 -18.0967,-65.65138 -18.21785,-65.36873 -18.55009,-65.08607 -18.72861,-64.97698 -18.71869,-64.86293 -18.56497,-64.58028 -18.72365,-64.26787 -18.74348,-64.23812 -18.52034,-64.5059 -18.10876,-64.68937 -17.96991,-64.68937 -17.83603,-64.38688 -17.62776,-64.1439 -17.36494,-64.34721 -17.117,-64.60507 -16.96824,-64.74888 -16.76988,-64.59095 -16.37552,-64.70005 -15.76559,-65.2398 -15.72854,-65.51253 -16.02111,-65.60179 -16.21946,-65.9489 -16.35831,-66.34561 -16.2145,-66.83653 -15.59465,-66.95554 -15.84259,-66.9357 -16.18971,-66.87124 -16.31368,-66.76711 -16.62608,-66.82165 -16.75501,-67.02517 -16.84002,-67.0448 -17.04758,-66.92083 -17.25089,-66.90099 -17.46907,-66.95554 -17.53354))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11682 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021518-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15597185
title: Yang mills existence

description: This paper presents a comprehensive approach to resolving the Yang-Mills Existence and Mass Gap problem, one of the seven Millennium Prize Problems posed by the Clay Mathematics Institute. The solution establishes the existence of a non-trivial quantum Yang-Mills theory on ℝ⁴ with a compact gauge group that possesses a mass gap, rigorously bridging classical gauge theory with quantum field formulations. It includes a structured proof framework, consistent with the Wightman axioms and modern lattice gauge theory techniques, while incorporating novel insights into non-perturbative quantization and vacuum structure. This result not only confirms the physical expectations derived from quantum chromodynamics (QCD) but also meets the stringent mathematical requirements of existence and positive mass gap. The work is intended for peer review and stands as a candidate for formal recognition under the Clay Institute’s criteria.
DOI: 10.5281/zenodo.15597186
title: Yang mills existence

description: This paper presents a comprehensive approach to resolving the Yang-Mills Existence and Mass Gap problem, one of the seven Millennium Prize Problems posed by the Clay Mathematics Institute. The solution establishes the existence of a non-trivial quantum Yang-Mills theory on ℝ⁴ with a compact gauge group that possesses a mass gap, rigorously bridging classical gauge theory with quantum field formulations. It includes a structured proof framework, consistent with the Wightman axioms and modern lattice gauge theory techniques, while incorporating novel insights into non-perturbative quantization and vacuum structure. This result not only confirms the physical expectations derived from quantum chromodynamics (QCD) but also meets the stringent mathematical requirements of existence and positive mass gap. The work is intended for peer review and stands as a candidate for formal recognition under the Clay Institute’s criteria.
DOI: 10.48723/3m78-je75
title: REBUS93 - Rehabilitation survey in Stockholm county 1993 - REBUS93 - Psykosocial enkät
title: REBUS93 - Rehabiliteringsundersökningen i Stockholms län 1993 - REBUS93 - Psykosocial enkät

description: REBUS-93 meant that data collected on the work, leisure and family situation of the REBUS survey 1969/70, together with retroactively collected information on physical and psychosocial working conditions for the years 1970 to 1993 could be tested as independent factors for musculoskeletal morbidity, mental symptoms and low functionality 24 years later, i.e. a lifetime perspective could be put on found relationships.

Purpose:

The purpose of REBUS-93 was to identify risk factors for musculoskeletal disorders, mental symptoms and low physical function.
description: REBUS-93 innebar att data insamlade om arbets- fritids- och familjesituation vid REBUS-undersökningen 1969/70, tillsammans med retroaktivt insamlad information om fysiska och psykosociala arbetsförhållanden för åren 1970 till 1993, kunde prövas som oberoende faktorer för muskuloskeletal sjuklighet, psykiska symtom och låg funktionsförmåga 24 år senare, d v s ett livstidsperspektiv kunde läggas på funna samband.

Syfte:

Syftet med REBUS-93 var att identifiera riskfaktorer för muskuloskeletala besvär, psykiska symptom och låg fysisk funktionsförmåga
DOI: 10.15468/dl.9m7ah8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia affinis (Baird & Girard, 1853)",
 "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 ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022387-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25838/d5p-79
title: Downloads for Pipeline "PlugNSeq: An Easy, Rapid, and Streamlined mRNA-Seq Data Analysis Pipeline Empowering Insightful Exploration with Well-Annotated Organisms, Requiring Minimal Bioinformatic Expertise"

description: Here, we provide the required folder structure for the PlugNSeq mRNA-Seq data analysis pipeline. It contains ZIP-compressed archives (*.zip) for Windows, and tarballs (*.tar.gz) for Linux and Mac OS.
DOI: 10.7910/dvn/cdwmdu
title: Dataset for Ground Truth: Can forest carbon protocols ensure high-quality credits?

description: Forests have substantial potential to help mitigate climate change. Private finance channeled through carbon credits is one way to fund that mitigation, but market-based approaches to forest carbon projects have been fraught to date. Public skepticism of forest carbon markets signals a need to closely scrutinize the system for certifying carbon credits. We rigorously reviewed and scored new and existing protocols for the voluntary and North American compliance carbon markets. We included protocols for forest projects engaging in improved forest management, afforestation/reforestation, and avoided planned forest conversion. This dataset, provided as one xls file with seven tables, includes the detailed summaries for protocol approaches to 18 key features that we produced, the raw and final aggregated scores for each evaluated approach and protocol, the weights assigned to each feature of protocols, and the volume of credits issued by the protocols.
DOI: 10.26093/cds/vizier.22740027
title: Robust statistics of var. for Gaia CRF3 sources

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal Supplement Series with title ' Optical variability of Gaia CRF3 sources with robust statistics and the 5000 most variable quasars.' (bibcode: 2024ApJS..274...27M)
DOI: 10.34740/kaggle/dsv/12051391
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.4rrc4e
title: Occurrence Download

description: A dataset containing 54004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.13.66_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2009-2025"
 ]
}

 The dataset includes 54004 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018705-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.