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

description: A dataset containing 16035 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Bassia scoparia"
 ]
}

 The dataset includes 16035 records from 419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008119-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zeq3gp
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Utiaritichthys longidorsalis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008122-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajms33
title: Occurrence Download

description: A dataset containing 24509 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lichen Herbarium (H): Lichenes externi"
 ]
}

 The dataset includes 24509 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008121-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wh4ga
title: Occurrence Download

description: A dataset containing 1973 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Torilis scabra",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1973 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008123-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18608527
title: xenopus_boumbaensis_spades_01.fasta.gz
DOI: 10.5281/zenodo.18608528
title: xenopus_boumbaensis_spades_01.fasta.gz
DOI: 10.15468/dl.vjuqc8
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthorrhoea preissii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 259 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008124-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48370/ofd/yxinvo
title: The impact of natural disturbances on bird communities in temperate ecosystems

description: MRI PAS Doctoral Thesis Series, No. 1 Polish title: Wpływ naturalnych zaburzeń środowiska na zespoły ptaków w ekosystemach klimatu umiarkowanego PhD thesis in biological sciences, discipline: biology PhD thesis was done under supervision of: dr hab. Michał Żmihorski (supervisor) and prof. dr Grzegorz Mikusiński (assisting supervisor) at the Mammal Research Institute of the Polish Academy of Sciences
DOI: 10.48370/ofd/yxinvo/u9qe4r
title: walesiak phd thesis 2025.pdf

description: :unav
DOI: 10.15468/dl.xnz8fx
title: Occurrence Download

description: A dataset containing 87113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "DatasetKey is one of (DATASAPROX : standardised database of saproxylic beetles from flight interception traps in continental France and Corsica, Suivi Photographique des Insectes Pollinisateurs (SPIPOLL), Inventaire des coléoptères saproxyliques de France métropolitaine - Données SAPROX - Ecole d'ingénieur de Purpan, CLICNAT- Base de données naturaliste picarde-CLICNAT Base de données naturaliste picarde gérée par Picardie Nature, Données ONF faune-flore-fonge, ONF - Observations et inventaires MOA ONF-ONF - Observations opportunistes et inventaires, Appui technique et scientifique auprès de l'Ecole d'Ingénieurs de Purpan (EIP)-Données CEN M-P EIP, CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes de CERCOPE, Inventaire des coléoptères saproxyliques de France métropolitaine-Données Tenebrionoidea transmises pour l'Atlas préliminaire par la société Naturalia)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Melandryidae, Pythidae, Prostomidae, Aderidae, Pyrochroidae, Zopheridae, Tetratomidae, Mycetophagidae)"
 ]
}

 The dataset includes 87113 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008102-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqd3nx
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Utiaritichthys sennaebragai",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 205 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008125-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u228gb
title: Occurrence Download

description: A dataset containing 99127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pisidium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 99127 records from 463 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008089-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7ckbe
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astelia pumila",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 82 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008127-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vktnjg
title: Occurrence Download

description: A dataset listing the 11295 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Living Specimen",
 "Continent is one of (Asia, Oceania, Europe, North America, South America, Antarctica, Africa)",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 11295 records were derived from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008108-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/dfxhb.v9
title: Niederrheinisctie freilebende Nematoden
DOI: 10.15468/dl.sm92c2
title: Occurrence Download

description: A dataset containing 124 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Bassia stellaris"
 ]
}

 The dataset includes 124 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008128-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.836vyy
title: Occurrence Download

description: A dataset containing 3352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Orcaella",
 "Year 1900-2026"
 ]
}

 The dataset includes 3352 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008129-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-2ah-u5zb
title: Onderzoek Jeugd en Opgroeien - OJO 2011

description: &lt;p&gt;Het Onderzoek Jeugd en Opgroeien - OJO 2011 betreft een onderzoek dat in 2010/2011 in een samenwerkingsproject wordt uitgevoerd door het Sociaal en Cultureel Planbureau (SCP) en het Centraal Bureau voor de Statistiek (CBS). Doel van het onderzoek is om een raming- en verdeelmodel voor de jeugdzorg in Nederland te ontwikkelen. Het ramingmodel dient voor de planning van de overheidsuitgaven voor de jeugdzorg in de toekomst. Het verdeelmodel betreft een verdeelsleutel om de financiële middelen over de jeugdzorgregio’s te verdelen.&lt;br&gt;De verdeelsleutel is gebaseerd op de verdeling van het aantal jeugdigen met risicokenmerken over nog af te bakenen regio’s (provincie, GGD regio’s of gemeenten). Het onderzoek ligt aan de basis van veel onderzoek uit het werkprogramma van het SCP. Door het CBS zullen de data vooral worden gebruikt ten behoeve van het speerpunt Sociale Samenhang en de Jeugdmonitor.&lt;br&gt;Tot de doelpopulatie behoren alle in het Gemeentelijke BasisRegister opgenomen personen van 0 t/m 17 jaar, die deel uitmaken van particuliere huishoudens. Voor het OJO wordt de institutionele bevolking, dat zijn personen in inrichtingen, instellingen of tehuizen, niet geënquêteerd. Een van de ouders wordt benaderd voor het interview.&lt;/p&gt;&lt;p&gt;De verzamelmethode is mixed mode: in eerste instantie internetvragenlijst (cawi), in tweede instantie telefonisch interview (cati) of face to face (capi).&lt;/p&gt;
description: &lt;p&gt;De genoemde respons in de documentatie komt niet overeen met de respons in het databestand. Het databestand is na afronding van de documentatie aangepast. Voor de juiste aantallen kan een frequentieverdeling worden gedraaid op de variabele 'Eindresultaat'.&lt;/p&gt;
description: Data Access Protocol has been added.
DOI: 10.5281/zenodo.18608511
title: CARINA_SOC_Dataset_Industrial_Fra

description: The Excel file reports primary and secondary data used for the social assessment of the industrial phase performed in task 3.3 of the CARINA project. The dataset is specific for France.
DOI: 10.5281/zenodo.18608512
title: CARINA_SOC_Dataset_Industrial_Fra

description: The Excel file reports primary and secondary data used for the social assessment of the industrial phase performed in task 3.3 of the CARINA project. The dataset is specific for France.
DOI: 10.15468/dl.vberrq
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tarumania walkerae",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008131-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fh4t6u
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Milligania stylosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 54 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008132-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54h44u
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithophyllum kaiseri"
 ]
}

 The dataset includes 130 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008133-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhtxmr
title: Occurrence Download

description: A dataset containing 407 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Bewsia biflora"
 ]
}

 The dataset includes 407 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008134-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgut37
title: Occurrence Download

description: A dataset containing 511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bunocephalus amaurus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 511 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008135-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18598183
title: crisesStorylinesRAG

description: This Zenodo record provides the data and code supporting the generation and validation of AI-derived disaster storylines and knowledge graphs from news articles.

The dataset and pipeline are designed to augment historical disaster records with fact-based narratives and structured representations extracted at scale from media reports, using large language models (LLMs) with retrieval-augmented generation (RAG).

The workflow uses disaster events from the EM-DAT database (2014–2024) as input to retrieve relevant news from the European Media Monitor (EMM). Retrieved articles are processed using LLMs provided by the GPT@JRC service, which generate coherent disaster storylines and corresponding knowledge graphs capturing hazards, impacts, drivers, and response actions.

The Zenodo archive includes:





input_emdat_1424.xlsxSubset of EM-DAT disaster events (2014–2024) used as input to the pipeline, providing event type, location, and temporal information for news retrieval.




DisasterStory.csvOutput of the full pipeline, containing AI-generated disaster storylines and associated knowledge graph representations for events retrieved from EMM.




triplet_expert_val.xlsxA labeled validation dataset of 1,000 factual triplets randomly sampled from the generated knowledge graphs and annotated by six independent experts, indicating whether each relationship is supported by the corresponding storyline text.




survey.xlsxContains the results of the knowledge graph evaluation performed by DRM experts, summarizing expert assessments and consensus metrics for the generated graphs.




Source codeThe complete pipeline for event selection, news retrieval, RAG-based storyline generation, knowledge graph construction, triplet extraction, and quantitative validation. Available as a Zenodo snapshot for reproducibility. Additional access points include:





GitHub: https://github.com/jrcf7/crisesStorylinesRAG




Hugging Face Space: https://huggingface.co/spaces/roncmic/crisesStorylinesRAG





This resource enables quantitative evaluation of factual consistency and inter-annotator agreement for AI-generated disaster knowledge representations and provides a reusable framework applicable to other event catalogs beyond EM-DAT.
DOI: 10.5281/zenodo.18598182
title: crisesStorylinesRAG

description: This Zenodo record provides the data and code supporting the generation and validation of AI-derived disaster storylines and knowledge graphs from news articles.

The dataset and pipeline are designed to augment historical disaster records with fact-based narratives and structured representations extracted at scale from media reports, using large language models (LLMs) with retrieval-augmented generation (RAG).

The workflow uses disaster events from the EM-DAT database (2014–2024) as input to retrieve relevant news from the European Media Monitor (EMM). Retrieved articles are processed using LLMs provided by the GPT@JRC service, which generate coherent disaster storylines and corresponding knowledge graphs capturing hazards, impacts, drivers, and response actions.

The Zenodo archive includes:





input_emdat_1424.xlsxSubset of EM-DAT disaster events (2014–2024) used as input to the pipeline, providing event type, location, and temporal information for news retrieval.




DisasterStory.csvOutput of the full pipeline, containing AI-generated disaster storylines and associated knowledge graph representations for events retrieved from EMM.




triplet_expert_val.xlsxA labeled validation dataset of 1,000 factual triplets randomly sampled from the generated knowledge graphs and annotated by six independent experts, indicating whether each relationship is supported by the corresponding storyline text.




survey.xlsxContains the results of the knowledge graph evaluation performed by DRM experts, summarizing expert assessments and consensus metrics for the generated graphs.




Source codeThe complete pipeline for event selection, news retrieval, RAG-based storyline generation, knowledge graph construction, triplet extraction, and quantitative validation. Available as a Zenodo snapshot for reproducibility. Additional access points include:





GitHub: https://github.com/jrcf7/crisesStorylinesRAG




Hugging Face Space: https://huggingface.co/spaces/roncmic/crisesStorylinesRAG





This resource enables quantitative evaluation of factual consistency and inter-annotator agreement for AI-generated disaster knowledge representations and provides a reusable framework applicable to other event catalogs beyond EM-DAT.
DOI: 10.15468/dl.zwm4mb
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neoastelia spectabilis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 47 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008136-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18608571
title: ID MED TIZIMI ASOSIDA SEPSIS BILAN OG'RIGAN BOLALARDA KLINIK-LABORATOR VA ANTROPOMETRIK KO'RSATKICHLAR MONITORINGI HAMDA DAVOLASH NATIJALARI

description: Sepsis bolalar yoshida uchraydigan eng og‘ir va hayot uchun xavfli patologik holatlardan biri bo‘lib, infeksiyaga organizmning generalizatsiyalashgan yallig‘lanish javobi natijasida rivojlanadi. Pediatrik sepsis yuqori o‘lim ko‘rsatkichlari, ko‘p a’zoli yetishmovchilik va uzoq muddatli asoratlar bilan tavsiflanadi. Ayniqsa, yangi tug‘ilgan chaqaloqlar va 5 yoshgacha bo‘lgan bolalarda immun tizimning yetilmaganligi sababli sepsis og‘ir kechadi.
DOI: 10.5281/zenodo.18608572
title: ID MED TIZIMI ASOSIDA SEPSIS BILAN OG'RIGAN BOLALARDA KLINIK-LABORATOR VA ANTROPOMETRIK KO'RSATKICHLAR MONITORINGI HAMDA DAVOLASH NATIJALARI

description: Sepsis bolalar yoshida uchraydigan eng og‘ir va hayot uchun xavfli patologik holatlardan biri bo‘lib, infeksiyaga organizmning generalizatsiyalashgan yallig‘lanish javobi natijasida rivojlanadi. Pediatrik sepsis yuqori o‘lim ko‘rsatkichlari, ko‘p a’zoli yetishmovchilik va uzoq muddatli asoratlar bilan tavsiflanadi. Ayniqsa, yangi tug‘ilgan chaqaloqlar va 5 yoshgacha bo‘lgan bolalarda immun tizimning yetilmaganligi sababli sepsis og‘ir kechadi.
DOI: 10.5281/zenodo.17959270
title: GC-MS chromatograms of three Iris species from southeastern Kazakhstan

description: The attached file contains GC–MS data for leaf extracts of three Iris species (I. alberti, I. pallasii, and I. sogdiana) collected in southeastern Kazakhstan.
DOI: 10.5281/zenodo.17959271
title: GC-MS chromatograms of three Iris species from southeastern Kazakhstan

description: The attached file contains GC–MS data for leaf extracts of three Iris species (I. alberti, I. pallasii, and I. sogdiana) collected in southeastern Kazakhstan.
DOI: 10.5281/zenodo.18460390
title: Neural reinstatement of features in audiovisual working memory indicates object-based retrieval

description: This dataset includes EEG data that is not preprocessed, but it adds fields to the EEG data structure to convey information about variables. Due to per-project storage limits, only half of the datasets are shared. The other half of the datasets is hosted on Zenodo and can be found on my profile.
DOI: 10.5281/zenodo.18460391
title: Neural reinstatement of features in audiovisual working memory indicates object-based retrieval

description: This dataset includes EEG data that is not preprocessed, but it adds fields to the EEG data structure to convey information about variables. Due to per-project storage limits, only half of the datasets are shared. The other half of the datasets is hosted on Zenodo and can be found on my profile.
DOI: 10.15468/dl.3yan4d
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ipomoea sagittata Roxb. ex C.B.Clarke"
 ]
}

 The dataset includes 76 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173495-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bq64qh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cochlearia borzaeana (Coman & Nyár.) Pobed."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155146-220831081235567/datasets/export for details.
DOI: 10.15468/dl.fan2mq
title: Occurrence Download

description: A dataset containing 962 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Cordia lutea Lam."
 ]
}

 The dataset includes 962 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258771-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87nt8t
title: Occurrence Download

description: A dataset containing 99977 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lacerta agilis Linnaeus, 1758"
 ]
}

 The dataset includes 99977 records from 447 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173471-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7detj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parrya saxifraga Botsch. & Vved."
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155164-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.