cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rfmnk1
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinaroloxias inornata (Gould, 1843)"
 ]
}

 The dataset includes 409 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027264-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nx8g3h
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dichondra evolvulacea (L.fil.) Britton"
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172871-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rd93j7
title: Occurrence Download

description: A dataset containing 503 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton pottsii (Klotzsch) Müll.Arg."
 ]
}

 The dataset includes 503 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002046-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.seajsh
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.3_1",
 "TaxonKey is Centaurea melitensis L."
 ]
}

 The dataset includes 199 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253621-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bchzv
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ancistrocerus ichneumonideus (Ratz., 1844)"
 ]
}

 The dataset includes 227 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002046-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edq7uc
title: Occurrence Download

description: A dataset containing 1314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Begonia formosana (Hayata) Masam."
 ]
}

 The dataset includes 1314 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172888-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yng5qm
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 {
 "or" : [
 "Month is August",
 "Month is September",
 "Month is July",
 "Month is October",
 "Month is November"
 ]
 },
 "TaxonKey is Claudius angustatus Cope, 1865",
 "Year 2000-2021"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253642-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b1fzbe
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia tomentosa Salm-Dyck",
 "Country is Mexico"
 ]
}

 The dataset includes 90 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002046-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txfcrf
title: Occurrence Download

description: A dataset containing 500000 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is 500,000 plant Specimens from PE Herbarium in China from 1950 to 1999"
 ]
}

 The dataset includes 500000 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172881-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbm696
title: Occurrence Download

description: A dataset containing 56510315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90 24,-79 24,-79 31,-90 31,-90 24))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 56510315 records from 1329 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140145-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bdv93
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sibon dimidiatus (Günther, 1872)"
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002046-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfzc24
title: Occurrence Download

description: A dataset containing 1165 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dichondra sericea Sw."
 ]
}

 The dataset includes 1165 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172886-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xghf2m
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolene ballux"
 ]
}

 The dataset includes 54 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015773-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17763975
title: GBN Health resilience Knowledge Graph (T3.5)

description: This knowledge graph dataset presents a comprehensive RDF (Resource Description Framework) representation of infectious disease mitigation strategies in Green Building Neighbourhoods (GBNs). Constructed using the Owlready2 Python library after parsing 370+ research articles through GROBID, the dataset contains over tens of thousands of individual entries semantically categorized into risks (using a PESTLE-based taxonomy), stakeholders, technologies, and interventions. The knowledge graph connects these concepts into a structured network enhanced by vector embeddings for improved search capabilities and integration with language models, creating relationships between various building and neighbourhood-scale considerations pertinent to health resilience in sustainable built environments.

It incorporates both automatically extracted information and manually created blueprints that provide actionable mitigation strategies, which can be filtered and prioritized according to local contexts. This structured approach transforms disparate research findings into a navigable resource supporting evidence-based decision-making for pandemic resilience. The knowledge graph serves as a bridge between traditional literature reviews and modern LLM-powered knowledge management, enabling stakeholders to efficiently leverage collective intelligence when addressing the complex challenges of disease transmission in urban environments.
DOI: 10.5281/zenodo.15209674
title: GBN Health resilience Knowledge Graph (T3.5)

description: This knowledge graph dataset presents a comprehensive RDF (Resource Description Framework) representation of infectious disease mitigation strategies in Green Building Neighbourhoods (GBNs). Constructed using the Owlready2 Python library after parsing 370+ research articles through GROBID, the dataset contains over tens of thousands of individual entries semantically categorized into risks (using a PESTLE-based taxonomy), stakeholders, technologies, and interventions. The knowledge graph connects these concepts into a structured network enhanced by vector embeddings for improved search capabilities and integration with language models, creating relationships between various building and neighbourhood-scale considerations pertinent to health resilience in sustainable built environments.

It incorporates both automatically extracted information and manually created blueprints that provide actionable mitigation strategies, which can be filtered and prioritized according to local contexts. This structured approach transforms disparate research findings into a navigable resource supporting evidence-based decision-making for pandemic resilience. The knowledge graph serves as a bridge between traditional literature reviews and modern LLM-powered knowledge management, enabling stakeholders to efficiently leverage collective intelligence when addressing the complex challenges of disease transmission in urban environments.
DOI: 10.15468/dl.8pagfj
title: Occurrence Download

description: A dataset containing 5018 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Month is July",
 "OccurrenceStatus is Present",
 "TaxonKey is Aglais io",
 "Year is 2008"
 ]
}

 The dataset includes 5018 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015775-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qurtu
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolene buckleyi"
 ]
}

 The dataset includes 557 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015776-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ayb9z
title: Occurrence Download

description: A dataset containing 19972 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gunnera tinctoria"
 ]
}

 The dataset includes 19972 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015774-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcv7a5
title: Occurrence Download

description: A dataset containing 160440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Oreoscoptes montanus",
 "Year 1990-2025"
 ]
}

 The dataset includes 160440 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015735-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17763257
title: Luccia crop yields maps SSP585
DOI: 10.5281/zenodo.17763256
title: Luccia crop yields maps SSP585
DOI: 10.15468/dl.xnucbq
title: Occurrence Download

description: A dataset containing 567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "GadmGid is ESP.3_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus ilex"
 ]
}

 The dataset includes 567 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015778-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snrfft
title: Occurrence Download

description: A dataset containing 870 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Rhodolith Beds in Northern New Zealand: Characterisation of Associated Biodiversity"
 ]
}

 The dataset includes 870 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015777-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsg83d
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolene geckoideum"
 ]
}

 The dataset includes 49 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015779-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhu5zm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((122.27203 -5.46427,123.98692 -5.46427,123.98692 -4.77870,122.27203 -4.77870,122.27203 -5.46427))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Macaca brunnescens"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015781-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.su8kup
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolene gemmatum"
 ]
}

 The dataset includes 20 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015782-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvpkxp
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolene heloderma"
 ]
}

 The dataset includes 83 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015783-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ty42z
title: Occurrence Download

description: A dataset containing 66692 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dodonaea viscosa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66692 records from 553 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015758-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/d7ge-9r38
title: "Dataset: Synchronisation and Calibration Challenges in Low-Cost Software-Defined Radios for Passive Sensing Applications"

description: "test"
DOI: 10.15468/dl.e6xc9t
title: Occurrence Download

description: A dataset containing 180034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Sciurus vulgaris",
 "Year 1900-2025"
 ]
}

 The dataset includes 180034 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015766-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17664110
title: Cleaned EdNet-KT3 Learner Interaction Dataset (K3_clean, v1.0)

description: This dataset is a cleaned and preprocessed version of the EdNet KT3 interactions dataset used in the IKRAE (Intelligent Knowledge-based Recommendation for Adaptive Education) framework. The file consolidates the essential learner interaction logs (item_id, user responses, timestamps) required for building learning objects, statistical models, and prerequisite graphs.

Recommended Citation:Abdelkarim, Aziz. (2025). IKRAE Clean EdNet-KT3 Dataset (K3_clean, v1.0) [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17664110
DOI: 10.5281/zenodo.17460591
title: Parallel finding of minimal $ f\in \mathrm{cMaj}_6^{\{0,1\}} $ (py)

description: This dataset consists of a deterministic (mostly) parallel Python code, its documentation and its results. It accompanies the paper entitled “All minimal clones generated by $\{0,1\}$-valued majority operations on a six-element set”. Within the document, the set of all cyclic majority operations on \(A\) with values in \(\{0,1\}\) on injective triples is denoted by  \(\mathrm{cMaj}_A^{\{0,1\}}\). The code is capable of identifying all \( f\in\mathrm{cMaj}_A^{\{0,1\}}\) that generate a minimal clone for \(|A|\in\{4,5,6\}\). The list of these functions is reduced up to an equivalence relation defined by conjugacy (isomorphisms). On \(A=\{0,1,2,3,4,5\}\) the set \(\mathrm{cMaj}_A^{\{0,1\}}\) contains \( 2^{40}= 1\,099\,511\,627\,776 \) functions, but only 258 non-equivalent minimal functions remain.

More detailed information is available in the file parallel_finding_minimal_cs01mo_6.pdf (source code for this file is given in parallel_finding_minimal_cs01mo_6.tex).
DOI: 10.5281/zenodo.17460590
title: Parallel finding of minimal $ f\in \mathrm{cMaj}_6^{\{0,1\}} $ (py)

description: This dataset consists of a deterministic (mostly) parallel Python code, its documentation and its results. It accompanies the paper entitled “All minimal clones generated by $\{0,1\}$-valued majority operations on a six-element set”. Within the document, the set of all cyclic majority operations on \(A\) with values in \(\{0,1\}\) on injective triples is denoted by  \(\mathrm{cMaj}_A^{\{0,1\}}\). The code is capable of identifying all \( f\in\mathrm{cMaj}_A^{\{0,1\}}\) that generate a minimal clone for \(|A|\in\{4,5,6\}\). The list of these functions is reduced up to an equivalence relation defined by conjugacy (isomorphisms). On \(A=\{0,1,2,3,4,5\}\) the set \(\mathrm{cMaj}_A^{\{0,1\}}\) contains \( 2^{40}= 1\,099\,511\,627\,776 \) functions, but only 258 non-equivalent minimal functions remain.

More detailed information is available in the file parallel_finding_minimal_cs01mo_6.pdf (source code for this file is given in parallel_finding_minimal_cs01mo_6.tex).
DOI: 10.15468/dl.3j8eje
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolene hesperium"
 ]
}

 The dataset includes 75 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015784-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptjw7k
title: Occurrence Download

description: A dataset containing 13256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dodonaea viscosa angustissima",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13256 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015785-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyd8p2
title: Occurrence Download

description: A dataset containing 286626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -25.914722",
 "DecimalLatitude is less than or equal to -20.914722",
 "DecimalLongitude is greater than or equal to -45.0",
 "DecimalLongitude is less than or equal to -40.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 286626 records from 362 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015770-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.667xdx
title: Occurrence Download

description: A dataset containing 328935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Sciurus carolinensis",
 "Year 1900-2025"
 ]
}

 The dataset includes 328935 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015769-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhx5b6
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Urochloa decumbens"
 ]
}

 The dataset includes 135 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015786-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujr7ky
title: Occurrence Download

description: A dataset containing 3097777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1990-2018",
 "TaxonKey is Columba livia J.F.Gmelin, 1789"
 ]
}

 The dataset includes 3097777 records from 514 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006235-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dsrk6
title: Occurrence Download

description: A dataset containing 795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Azolla filiculoides Lam.",
 "Year 1991-2021"
 ]
}

 The dataset includes 795 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076001-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tv8mhr
title: Occurrence Download

description: A dataset containing 117 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 Ingerophrynus galeatus (Günther, 1864)"
 ]
}

 The dataset includes 117 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048602-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.