cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wgpw9c
title: Occurrence Download

description: A dataset containing 2311 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbena carolina L."
 ]
}

 The dataset includes 2311 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071741-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxgniy
title: Occurrence Download

description: A dataset containing 1681958942 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1681958942 records from 19231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021936-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twcv4b
title: Occurrence Download

description: A dataset containing 1258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tadehagi triquetrum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1258 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005741-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5d6a3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cacajao hosomi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005742-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18598084
title: Geochemical and Micromorphological Insights into the Taphonomy of LBK Longhouse

description: Supplementary material for the article: Geochemical and Micromorphological Insights into the Taphonomy of LBK Longhouse.
DOI: 10.5281/zenodo.18598085
title: Geochemical and Micromorphological Insights into the Taphonomy of LBK Longhouse

description: Supplementary material for the article: Geochemical and Micromorphological Insights into the Taphonomy of LBK Longhouse.
DOI: 10.48472/deposita/qqndce
title: Levantamento de métodos e metodologias utilizados em estudos de práticas informacionais no Brasil

description: Dados de pesquisa relacionados aos métodos e metodologias utilizadas por pesquisadores de Programas de Pós-graduação em Ciência da Informação (PPGCIs) no Brasil no desenvolvimento de teses de doutorado com a temática voltada aos estudos de Práticas Informacionais.
DOI: 10.18150/lsrapo
title: Badania GPR na stanowisku Erimi Pitharka

description: Dane powiązane z badaniami geofizycznymi na stanowisku archeologicznym Erimi-Pitharka na Cyprze (późna epoka brązu). Pliki ilustrują wyniki uzyskane dla poszczególnych głębokości. Podczas badań wykorzystano system radarowy Mala/ABEM, wyprodukowany przez szwedzką firmę Mala Geoscience. Prospekcję przeprowadzono z zastosowaniem ekranowanej anteny nadawczej, bimodalnej o nominalnej częstotliwości emitowanej fali EM 750MHz. Wszystkie profile mierzono w odległości 0,30 m. Wszystkie otrzymane falogramy zostały później przetworzone za pomocą Reflex-Win oprogramowania Sendmeier i innego profesjonalnego oprogramowania GPR, jak GPR Slices. Prawidłowa kalibracja zakresu głębokości na obrazach georadarowych (profile odbicia) jest kluczową kwestią w badaniach georadarowych; powinna opierać się na wiedzy z zakresu geologii badanego obszaru. Ponieważ na badanym obszarze przeważają osady marglowe i ilaste, przyjęto średnią prędkość propagacji fali elektromagnetycznej na poziomie 0,06 m/ns. Należy jednak podkreślić, że ta metoda obliczeń wymaga uśrednienia charakterystyk ośrodka geologicznego; dlatego w wynikach skala głębokości może nie odpowiadać rzeczywistej głębokości zakopanych obiektów lub konstrukcji. Błąd ten można w tym przypadku oszacować na ± 0,30 m, co należy wziąć pod uwagę przy interpretacji danych georadarowych.Pozyskane wyniki są użytkowane podczas wykopalisk archeologicznych na stanowiku.
DOI: 10.15468/dl.qbsa6c
title: Occurrence Download

description: A dataset containing 5714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ficedula zanthopygia)",
 "Geometry POLYGON((55.000000 4.000000, 157.000000 4.000000, 157.000000 73.000000, 55.000000 73.000000, 55.000000 4.000000))",
 "Month is one of (May, June, July)",
 "Year is greater than or equal to 2014",
 "Year is less than or equal to 2024",
 "HasCoordinate is true",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is null",
 "CoordinateUncertaintyInMeters is less than or equal to 5000"
 ]
 },
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Specimen)"
 ]
}

 The dataset includes 5714 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005743-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghqxbw
title: Occurrence Download

description: A dataset containing 8170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Toona ciliata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 8170 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005744-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17709805
title: Promoter hypermethylation as a reversible mechanism of resistance to GPRC5D-directed therapy in multiple myeloma

description: Whole-genome bisulfite sequencing data set of CD138⁺ bone marrow plasma cells from a multiple myeloma patient at talquetamab-naïve and talquetamab-resistant time points
DOI: 10.5281/zenodo.17709806
title: Promoter hypermethylation as a reversible mechanism of resistance to GPRC5D-directed therapy in multiple myeloma

description: Whole-genome bisulfite sequencing data set of CD138⁺ bone marrow plasma cells from a multiple myeloma patient at talquetamab-naïve and talquetamab-resistant time points
DOI: 10.5281/zenodo.17511368
title: TABMON detections dataset

description: This Zenodo dataset contains the data collected by the TABMON project. The dataset contains a .zip file containing all the BirdNET detections (BirdNET v2.4) inferred from the TABMON dataset.

The current version of this dataset contains the detections from January 2025 up to December 2025, later versions will include the latest analysis.

The .zip file is structured such that there is a folder per country. Inside the country's folder are subfolders for each device (= site) that itself contains .parquet files. The parquet files contains the detections.

The .parquet files can be opened using standard softwares such as R and Python and behave like regular dataframes when loaded. The parquet files are formatted as follow:

┌──────────────────────────────┬────────────────────────┬────────────┬─────────────────────┬──────────────────│           filename                                                   |  deployment_id        │ start time |     confidence     │  scientific name                        │  max uncertainty   │├──────────────────────────────┼────────────────────────┼────────────┼─────────────────────┼──────────────────   |   2025-06-03T09_38_17.237Z.mp3 │ 20250603_FR_9_22858ce8 │        216 │  0.5779327750205994 │ Asio otus          │  0.982403877654254 ││ 2025-06-03T09_38_17.237Z.mp3 │ 20250603_FR_9_22858ce8 │        216 │ 0.19663108885288239 │ Bubo bubo          │  0.982403877654254 ││ 2025-06-03T09_48_22.406Z.mp3 │ 20250603_FR_9_22858ce8 │         93 │ 0.26167941093444824 │ Otus scops         │  0.829270066880144 ││ 2025-06-03T10_25_19.324Z.mp3 │ 20250603_FR_9_22858ce8 │         30 │ 0.22194616496562958 │ Tadorna ferruginea │ 0.7637052549197425 ││ 2025-06-03T10_25_19.324Z.mp3 │ 20250603_FR_9_22858ce8 │        264 │  0.1332293301820755 │ Tadorna ferruginea │ 0.5662285847753559 │└──────────────────────────────┴────────────────────────┴────────────┴─────────────────────┴──────────────



Filename refers to the file that has been analyzed

deployment_id links up to the metadata of where the site has been deployed (including habitat type, coordinates ...)

start_time refers to the start of the detection of BirdNET v2.4

confidence refers to the BirdNET score

scientific name refers to the species that has been classified by BirdNET

max uncertainty refers to the entropy of the model prediction (for a more in depth description, please refer to Bernard et al.)


Bernard, C., McEwen, B., Cretois, B., Glotin, H., Stowell, D., & Marxer, R. (2025). Data-driven Sampling Strategies for Fine-Tuning Bird Detection Models. bioRxiv, 2025-10.
DOI: 10.5281/zenodo.17511367
title: TABMON detections dataset

description: This Zenodo dataset contains the data collected by the TABMON project. The dataset contains a .zip file containing all the BirdNET detections (BirdNET v2.4) inferred from the TABMON dataset.

The current version of this dataset contains the detections from January 2025 up to December 2025, later versions will include the latest analysis.

The .zip file is structured such that there is a folder per country. Inside the country's folder are subfolders for each device (= site) that itself contains .parquet files. The parquet files contains the detections.

The .parquet files can be opened using standard softwares such as R and Python and behave like regular dataframes when loaded. The parquet files are formatted as follow:

┌──────────────────────────────┬────────────────────────┬────────────┬─────────────────────┬──────────────────│           filename                                                   |  deployment_id        │ start time |     confidence     │  scientific name                        │  max uncertainty   │├──────────────────────────────┼────────────────────────┼────────────┼─────────────────────┼──────────────────   |   2025-06-03T09_38_17.237Z.mp3 │ 20250603_FR_9_22858ce8 │        216 │  0.5779327750205994 │ Asio otus          │  0.982403877654254 ││ 2025-06-03T09_38_17.237Z.mp3 │ 20250603_FR_9_22858ce8 │        216 │ 0.19663108885288239 │ Bubo bubo          │  0.982403877654254 ││ 2025-06-03T09_48_22.406Z.mp3 │ 20250603_FR_9_22858ce8 │         93 │ 0.26167941093444824 │ Otus scops         │  0.829270066880144 ││ 2025-06-03T10_25_19.324Z.mp3 │ 20250603_FR_9_22858ce8 │         30 │ 0.22194616496562958 │ Tadorna ferruginea │ 0.7637052549197425 ││ 2025-06-03T10_25_19.324Z.mp3 │ 20250603_FR_9_22858ce8 │        264 │  0.1332293301820755 │ Tadorna ferruginea │ 0.5662285847753559 │└──────────────────────────────┴────────────────────────┴────────────┴─────────────────────┴──────────────



Filename refers to the file that has been analyzed

deployment_id links up to the metadata of where the site has been deployed (including habitat type, coordinates ...)

start_time refers to the start of the detection of BirdNET v2.4

confidence refers to the BirdNET score

scientific name refers to the species that has been classified by BirdNET

max uncertainty refers to the entropy of the model prediction (for a more in depth description, please refer to Bernard et al.)


Bernard, C., McEwen, B., Cretois, B., Glotin, H., Stowell, D., & Marxer, R. (2025). Data-driven Sampling Strategies for Fine-Tuning Bird Detection Models. bioRxiv, 2025-10.
DOI: 10.5281/zenodo.18596567
title: Extracted features of Camelyon16 and CATCH datasets used in the "Beyond accuracy: Quantifying the reliability of multiple instance learning for whole slide image classification" paper
DOI: 10.5281/zenodo.18596568
title: Extracted features of Camelyon16 and CATCH datasets used in the "Beyond accuracy: Quantifying the reliability of multiple instance learning for whole slide image classification" paper
DOI: 10.15468/dl.fd6s8c
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Moenkhausia xinguensis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 88 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005745-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23668/psycharchives.21530
title: Datasets and codebook for: Psychometric evaluation of the German Version of the Motivations to Eat Meat Inventory (MEMI)

description: Datasets and codebook for "Psychometric evaluation of the German Version of the Motivations to Eat Meat Inventory (MEMI)". Datasets for Sample 1 and Sample 2 are provided and the variables are described in the codebook. The Motivations to Eat Meat Inventory (MEMI) assesses four motives for eating meat: Natural, Necessary, Normal, and Nice. The aim of this study is a psychometric evaluation of the German MEMI. Two German-speaking samples (N=389; N=1,498) completed the MEMI online, one with an importance-based (sample 1), one with an agreement-based (sample 2) response format. We ran confirmatory factor analyses, tested measurement invariance, and examined validity. Across both samples, bifactor models showed the best model fit, with slightly better fit in sample 1 but acceptable fit in both formats. Measurement invariance across gender, age, and education largely supported factorial validity. Results suggested acceptable convergent validity. Regarding discriminant validity, a strong general factor underpinned responses, with Normal and Nice explaining meaningful additional variance. Nice meaningfully predicted meat consumption. The German MEMI is a valid tool to assess motivations to eat meat and best modeled with a bifactor structure.
description: Data for: Schiller, J., Northrope, K., Buttlar, B., Kashima, E., Ruby, M. B., & Sproesser, G. (2026). Psychometric Evaluation of the German Version of the Motivations to Eat Meat Inventory (MEMI). Psychological Test Adaptation and Development, 7, 15–26. https://doi.org/10.1027/2698-1866/a000117
DOI: 10.15468/dl.k2ttyh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Diphasiastrum tristachyum, Diphasium tristachyum, Lycopodium tristachyum)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005746-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48472/deposita/8hm9ci
title: Mapeamento dos repositórios institucionais de publicação dos Institutos Federais brasileiros

description: Apresenta dados do mapeamento sobre os repositórios institucionais vinculados aos 38 Institutos Federais de Educação, Ciência e Tecnologia do país. O conjunto de dados foi utilizado em uma pesquisa de doutorado, assim há informações adicionais sobre as políticas institucionais dos repositórios, regimentos gerais e Planos de Desenvolvimento Institucional dos Institutos.
DOI: 10.15468/dl.fdnr9g
title: Occurrence Download

description: A dataset containing 747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solenopsis richteri",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 747 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005748-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31305841
title: WEI 2026 - DataSet - Escape Room UFJF

description: This is a DataSet from an escape room-based educational activity performed in the Bachelor's in information system at the Federal University of Juiz de Fora.
DOI: 10.6084/m9.figshare.31305841.v1
title: WEI 2026 - DataSet - Escape Room UFJF

description: This is a DataSet from an escape room-based educational activity performed in the Bachelor's in information system at the Federal University of Juiz de Fora.
DOI: 10.15468/dl.9k7yk8
title: Occurrence Download

description: A dataset containing 6277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triumfetta rhomboidea",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 6277 records from 312 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005749-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6p559c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callibella humilis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005751-260208012135463/datasets/export for details.
DOI: 10.5683/sp3/8nwv6e
title: Apramycin resistance in bacteria isolated from animals, a systematic review and meta-analysis (dataset)

description: Objective: To identify and assess published data pertaining to apramycin resistance in bacteria isolated from animals, to inform discussions related to the potential re-purposing of apramycin for use in humans Animals and procedures: A systematic review and meta-analysis of studies that reported apramycin susceptibility testing in bacteria from animals was performed. Results: Seventy-three references were included. Apramycin resistance was uncommon in E. coli and Salmonella from healthy pigs, poultry and cattle, with overall pooled prevalences being 7% (95% confidence interval 2-13%) for E. coli and 4% (1-17%) for Salmonella. In diseased animals, apramycin resistance was 27% (20-33%) in E. coli and 7% (4-11%) in Salmonella. Apramycin exposure was associated with a relative risk of apramycin resistance of 3.22 (95% CI 1.79-5.78). Conclusion and clinical relevance: The low overall resistance rates, despite decades of apramycin use, are encouraging. However, the apparent increase over time for E. coli and the limited available data regarding the impact of apramycin use on apramycin resistance highlight the gaps in evidence and challenges in interpreting the role of apramycin use on apramycin resistance in human or animal pathogens.
DOI: 10.15468/dl.8addfe
title: Occurrence Download

description: A dataset containing 28562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "Geometry POLYGON((-9.18362 35.59183,3.21534 35.59183,3.21534 44.26013,-9.18362 44.26013,-9.18362 35.59183))",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Continent derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Tetrax tetrax",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 28562 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005750-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r39bss
title: Occurrence Download

description: A dataset containing 115615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is 2019",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 115615 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005721-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqbfh9
title: Occurrence Download

description: A dataset containing 2449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Turdus pallidus)",
 "Geometry POLYGON((55.000000 4.000000, 157.000000 4.000000, 157.000000 73.000000, 55.000000 73.000000, 55.000000 4.000000))",
 "Month is one of (May, June, July)",
 "Year is greater than or equal to 2014",
 "Year is less than or equal to 2024",
 "HasCoordinate is true",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is null",
 "CoordinateUncertaintyInMeters is less than or equal to 5000"
 ]
 },
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Specimen)"
 ]
}

 The dataset includes 2449 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005752-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18568746
title: List of Figures from Voorhoeve et al. (2006).

description: A comprehensive list for all figures (incl. the supplemental data), and important feauters, from Voorhoeve et al. (2006).
DOI: 10.5281/zenodo.18568745
title: List of Figures from Voorhoeve et al. (2006).

description: A comprehensive list for all figures (incl. the supplemental data), and important feauters, from Voorhoeve et al. (2006).
DOI: 10.5281/zenodo.18542385
title: Efficient computational methods for the estimation of ideal points in social sciences

description: Reproducibility data for 

 

Efficient computational methods for the estimation of ideal points in social sciences. Ioannis Chalkiadakis, Gareth W. Peters, and Pedro Ramaciotti. 2026. ⟨hal-05498685⟩
DOI: 10.5281/zenodo.18542386
title: Efficient computational methods for the estimation of ideal points in social sciences

description: Reproducibility data for 

 

Efficient computational methods for the estimation of ideal points in social sciences. Ioannis Chalkiadakis, Gareth W. Peters, and Pedro Ramaciotti. 2026. ⟨hal-05498685⟩
DOI: 10.15468/dl.3n2wm7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monotocheirodon drilos",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005754-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.