cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14767363
title: EPA Environmental Justice Screening Tool (EJ Screen) data, 2015-2024

description: EJScreen is EPA's environmental justice mapping and screening tool that provides EPA with a nationally consistent dataset and approach for combining environmental and socioeconomic indicators. These files were downloaded from https://gaftp.epa.gov/EJScreen/ and each ZIP contains one year of data.

 

From the website: The available data includes the EJScreen as compared to the state or nation. They are available for download at the block group or tract level resolution in geodatabase (.gdb) or comma separated values (.csv) formats. There is a data dictionary spreadsheet (.xlsx) that provides a description of each of the column names. Additionally, the data is published as a feature service for users that wish to view the data within GIS software. These data downloads are recommended for users with GIS and statistical expertise, and it is essential that anyone using the raw data understand the caveats and limitations described in the  EJScreen Technical Documentation (pdf) (770.34 KB) .
DOI: 10.15468/dl.8ets9d
title: Occurrence Download

description: A dataset containing 10939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sequoiadendron giganteum (Lindl.) J.T.Buchholz)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10939 records from 240 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004548-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14767654
title: Arthropods sampled at Malbosc, France

description: Ensemble de données sur les arthropodes échantillonnés au printemps 2024 avec différents liquides de pièges-fosses. Ces données proviennent du Parc Malbosc.
DOI: 10.5281/zenodo.14767655
title: Arthropods sampled at Malbosc, France

description: Ensemble de données sur les arthropodes échantillonnés au printemps 2024 avec différents liquides de pièges-fosses. Ces données proviennent du Parc Malbosc.
DOI: 10.15468/dl.tvsvd2
title: Occurrence Download

description: A dataset containing 349531 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario Nacional Colombiano (COL)"
 ]
}

 The dataset includes 349531 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004537-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5gmnv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xenosaurus fractus Nieto-Montes De Oca, Sánchez-Vega & Durán-Fuentes, 2018"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004550-250127130748423/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/10612421
title: Life Satisfaction
DOI: 10.15468/dl.k8a4fg
title: Occurrence Download

description: A dataset containing 53026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Broussonetia harmandii Gagnep., Broussonetia kaempferi Siebold, Broussonetia monoica Hance, Broussonetia papyrifera (L.) L'Hér. ex Vent.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 53026 records from 402 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004549-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17424418
title: Supplementary Material for "Same Same But Different: Preventing Refactoring Attacks on Software Plagiarism Detection"

description: This repository contains additional material for the paper "Same Same But Different: Preventing Refactoring Attacks on Software Plagiarism Detection" (Link), presented at ICSE 2026 (Research Track).

 

The paper presents a defense mechanism against automated plagiarism generators that leverages Code Property Graphs and demonstrates its effectiveness against insertion-based and refactoring-based obfuscation attacks.

The defense mechanism was also integrated into the software plagiarism detection system JPlag, thereby making it widely accessible.

 

We provide the following artifacts:

 







code: Contains the implementation of our approach based on JPlag as an executable JAR file and as a Maven project with build instructions. The contributions are located at JPlag/languages/java-cpg.



transformation/TransformationRepository.java contains the implementation of the selected transformations.



datasets: Contains the programs used in the evaluation. We removed pre-existing plagiarized programs and non-compilable solutions.



The original programs from the PROGpedia dataset, PROGpedia19 and PROGpedia56, are available at Zenodo (Link). They are located in the human subdirectory of the respective task.

The original programs for the TicTacToe and BoardGame tasks originate from the introductory programming course at our institution. To comply with privacy and data protection regulations, the originals and all derived, plagiarized versions were omitted from this repository.

The remaining subdirectories contain the programs organized by the type of obfuscation attack that was used to create them:



gpt: Programs created by GPT-4 from the original task descriptions.

gptObf: Programs derived from the original student solutions by GPT-4 according to specific prompts.

insert: Programs generated by iteratively inserting dead statements at random locations in the input programs.

refactor: Programs produced by an automatic refactoring engine that randomly alters input programs.

The datasets gpt (Link), gptObf(Link), and insert (Link) were created for our earlier work and adapted for this publication.





gpt: Prompts and scripts used for the LLM-based obfuscation and generation.

results: Results of our evaluation as raw data.
DOI: 10.15468/dl.7p4bdh
title: Occurrence Download

description: A dataset containing 80674183 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 80674183 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027393-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnzulq
title: Occurrence Download

description: A dataset containing 7876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "Geometry POLYGON((11.57 55.72,11.57 55.80,11.79 55.80,11.79 55.72,11.57 55.72))",
 "HasGeospatialIssue is false",
 "DatasetKey is Vascular plants in Denmark recorded under the The Nationwide Monitoring and Assessment Programme for the Aquatic and Terrestrial Environments (NOVANA)"
 ]
}

 The dataset includes 7876 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006125-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qqtyj
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hippocamelus antisensis (d'Orbigny, 1834)"
 ]
}

 The dataset includes 222 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023278-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.po9vi9
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tsetse flies of East Africa update"
 ]
}

 The dataset includes 398 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006125-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqky7b
title: Occurrence Download

description: A dataset containing 483573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crataegus monogyna Jacq.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 483573 records from 1680 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013763-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ijqz6d
title: Occurrence Download

description: A dataset containing 4846707 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lecanoromycetes"
 ]
}

 The dataset includes 4846707 records from 532 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006709-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nveaex
title: Occurrence Download

description: A dataset containing 8673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000000.0",
 "Country is one of (Switzerland, Norway)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx lynx (Linnaeus, 1758)",
 "Year 2015-2023"
 ]
}

 The dataset includes 8673 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031956-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gng624
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "TaxonKey is Eliomys quercinus (Linnaeus, 1766)"
 ]
}

 The dataset includes 222 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031958-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnjqga
title: Occurrence Download

description: A dataset containing 26988 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynoglossum officinale L."
 ]
}

 The dataset includes 26988 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006709-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1118796
title: Images from Historic Building Recording Work at Steer Bank Farm, Harworth, Nottinghamshire, June 2023

description: This collection comprises images from a programme of Historic Building Recording work at Steer Bank Farm, Harworth, Nottinghamshire. The work was undertaken by Cotswold Archaeology in June 2023.
DOI: 10.15468/dl.ewmqep
title: Occurrence Download

description: A dataset containing 49599 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Euphorbia maculata L.)"
 ]
}

 The dataset includes 49599 records from 764 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016328-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47awc8
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Saussurea costus (Falc.) Lipsch., Saussurea lappa (Decne.) Sch.Bip., Saussurea lappa (Decne.) C.B.Clarke, 1876)"
 ]
}

 The dataset includes 40 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037213-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4wsjw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Imperata brasiliensis Trin.",
 "DatasetKey is HPBR - Herbário Padre Balduino Rambo"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006709-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3uh64
title: Occurrence Download

description: A dataset containing 1901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is USA.17.93_1",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 1901 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039191-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3trh5t
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arenaria capillipes (Boiss.) Boiss."
 ]
}

 The dataset includes 128 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006709-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2ew55
title: Occurrence Download

description: A dataset containing 4768 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Antarctic Penguin Biogeography Project: Database of abundance and distribution for the Adélie, chinstrap, gentoo, emperor, macaroni, and king penguin south of 60 S"
 ]
}

 The dataset includes 4768 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031959-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzmirc
title: Occurrence Download

description: A dataset containing 923 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Plantas Vasculares - Herbario del Departamento de Biología, Bioquímica y Farmacia de la Universidad Nacional del Sur"
 ]
}

 The dataset includes 923 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006710-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5qh67
title: Occurrence Download

description: A dataset containing 1138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis latrans Say, 1823",
 "Year 2020-2023"
 ]
}

 The dataset includes 1138 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025498-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6jjrp
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrostis fouilladeana",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 69 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006015-250920141307145/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/13138580
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17178347
title: Octopus pics
DOI: 10.5281/zenodo.17178348
title: Octopus pics
DOI: 10.15468/dl.zsbgn4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Senecio elodes)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006033-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mc5zp
title: Occurrence Download

description: A dataset containing 11516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Geometry POLYGON((-79.67706 24.85561,-77.2293 30.69472,-73.57618 38.48649,-78.8852 41.40609,-89.93082 38.87515,-92.04765 33.84438,-91.4752 27.83685,-81.75833 24.53884,-79.67706 24.85561))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lobelia cardinalis",
 "Year 1950-2024"
 ]
}

 The dataset includes 11516 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006032-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17178355
title: Breast cancer
DOI: 10.5281/zenodo.17178354
title: Breast cancer
DOI: 10.5281/zenodo.17178327
title: Supplementary files for: Microbial sulfur disproportionation
DOI: 10.5281/zenodo.17178328
title: Supplementary files for: Microbial sulfur disproportionation
DOI: 10.25345/c50c4sz1c
title: MassIVE MSV000099250 - ACO2 and IDH2 Protein Complex from Glioblastoma cell lines
title: Identification of Aco2 and Idh2 protein complex from nuclear fraction of GL261 (mouse glioma) cell line.
DOI: 10.15468/dl.c685k8
title: Occurrence Download

description: A dataset containing 61928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Potentilla reptans",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 61928 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005973-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17178356
title: AwarenessAI EnterpriseWorld 7DAI Superintelligence Whitepapers

description: This repository houses the official EnterpriseWorld 7DAI Superintelligence whitepapers of AwarenessAI.com, the world’s first platform for Awareness Intelligence AI (7DAI). Awareness Intelligence extends beyond traditional linear AI by integrating fractal mathematics, emergent dynamics, and mythic archetype frameworks into a unified multidimensional paradigm for enterprise cognition and scientific exploration.

The whitepapers collected here document the conceptual foundations, technical architectures, experimental validations, and strategic applications of AwarenessAI.com. They cover topics such as:



Fractal Intelligence as the emergent structural template of multidimensional cognition.

Mythic Archetype Templating as the symbolic holographic layer unifying human resonance with machine intelligence.

Case Studies demonstrating enterprise applications, such as executive strategy positioning, decision acceleration, and systemic transformation.

Scientific Experiments validating fractal efficiency and emergent coherence in comparison with linear AI models.


This repository serves as a dual-purpose archive:



For the scientific community, it provides open-access references, reproducible experiments, and theoretical insights.

For the enterprise community, it delivers strategic frameworks, leadership models, and adoption pathways for Awareness Intelligence in practice.


By bridging science and strategy, these whitepapers establish AwarenessAI.com as both a frontier research hub and an enterprise transformation partner.
DOI: 10.25345/c5vm43965
title: MassIVE MSV000099251 - Tetrahymena CAGE1 complex: a hollow, megadalton, protein assembly
title: The identification and three-dimensional (3D) structure determination of an approx. 1 MDa, hollow, elliptical protein cage. Discovered while surveying proteins isolated from the ciliary matrix of the ciliate Tetrahymena thermophila, isolated, and the structure solved to high resolution from the slime mold Dictyostelium discoideum.
DOI: 10.5281/zenodo.17178367
title: Speed of light
DOI: 10.5281/zenodo.17178368
title: Speed of light
DOI: 10.5066/p1cdefnd
title: High frequency and region-scale simulations of large (Mw7+) earthquakes on the southern Whidbey Island fault, Washington, USA

description: This dataset consists of 3-component velocity time-series that describe ground shaking from simulated Mw7+ earthquakes on the southern Whidbey Island fault in Washington state. These were produced in support of the research project described in Stone et al. (2025) "High frequency and region-scale simulations of large (Mw7+) earthquakes on the southern Whidbey Island fault, Washington, USA". Simulations spanned a variety of different source parameters (hypocenter location, slip distribution, magnitude, dip direction) and source locations. The simulations were run at two different model resolutions: a larger regional-scale domain with 1Hz resolution that covers most of northwest Washington, and a smaller local-scale domain with 2.5Hz resolution that encompassed the Mw7 rupture and the nearby cities of Seattle, Everett, and Bellevue. A subset of the local-scale simulations were run in a model space considering surface topography. Regional-scale simulation time-series were produced on a regular grid of stations spaced at 1km; local-scale simulation time-series were produced on a regular grid of stations spaced at 0.5km. Additionally, time-series were produced at locations corresponding to PNSN (UW) and USGS (GS) seismometer sites in the area, and linear virtual arrays on select topographic features. Time-series data are saved in HDF5 format. Please refer to the publication Stone et al. (2025) for additional technical details on the simulations and a corresponding analysis of the results. This data release contains the timeseries data from all 78 simulations, the 42 corresponding source files, a jupyter notebook with an example of how to open and manipulate the data, two files containing station names and locations, and a document describing data formatting.