cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17691698
title: Is Supplement To: A return to Chalosse Cherts: An integrated approach based on field survey, petrography and geochemical analysis to understand a Palaeolithic mobility long distance tracer, submitted to Geoarchaeology

description: This dataset corresponds to the supplementary data for the submitted article "A return to Chalosse Cherts: An integrated approach based on field survey, petrography and geochemical analysis to understand a Palaeolithic mobility long distance tracer", submitted to Geoarchaeology. It consists of several LIBS spectra as well as XRF chemical data and spectra, which were used in the article to perform statistical analyses and geochemical characterization.
DOI: 10.34740/kaggle/dsv/13842410
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.y6kpdf
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "GadmGid is one of (IRN.14_1, IRN.12_1, IRN.18_1, IRN.17_1, IRN.7.16_1, IRN.6_1, IRN.16_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acer monspessulanum cinerascens"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004374-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17691864
title: Fine-tuned Polish Hate Speech Detection Models and Experimental Artefacts

description: This archive contains fine-tuned models trained for the engineering thesis project:



herbert-base-finetuned: fine-tuned from allegro/herbert-base-cased HerBERT [Mroczkowski et al., 2021]

herbert-large-hs-finetuned: fine-tuned from dkleczek/Polish-Hate-Speech-Detection-Herbert-Large

roberta-large-v2-finetuned: fine-tuned from sdadas/polish-roberta-large-v2 Polish RoBERTa [Dadas et al., 2020]

svm/svm_model.joblib: SVM baseline trained on TF-IDF features.


Base models are available on Hugging Face and are not redistributed here in their original form. Please refer to their model cards for licensing and authorship.





Mroczkowski R. et al., 2021. HerBERT: Efficiently Pretrained Transformer-based Language Model for Polish. BSNLP.




Dadas S. et al., 2020. Pre-training Polish Transformer-based Language Models at Scale. ICAISC.
DOI: 10.5281/zenodo.17691865
title: Fine-tuned Polish Hate Speech Detection Models and Experimental Artefacts

description: This archive contains fine-tuned models trained for the engineering thesis project:



herbert-base-finetuned: fine-tuned from allegro/herbert-base-cased HerBERT [Mroczkowski et al., 2021]

herbert-large-hs-finetuned: fine-tuned from dkleczek/Polish-Hate-Speech-Detection-Herbert-Large

roberta-large-v2-finetuned: fine-tuned from sdadas/polish-roberta-large-v2 Polish RoBERTa [Dadas et al., 2020]

svm/svm_model.joblib: SVM baseline trained on TF-IDF features.


Base models are available on Hugging Face and are not redistributed here in their original form. Please refer to their model cards for licensing and authorship.





Mroczkowski R. et al., 2021. HerBERT: Efficiently Pretrained Transformer-based Language Model for Polish. BSNLP.




Dadas S. et al., 2020. Pre-training Polish Transformer-based Language Models at Scale. ICAISC.
DOI: 10.15161/oar.it/211694
title: Carta Geologica d'Italia alla scala 1:50.000, F. 128 Venezia
DOI: 10.15468/dl.yn8nbh
title: Occurrence Download

description: A dataset containing 4149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is USA.48.37_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera",
 "Year 2000-2025"
 ]
}

 The dataset includes 4149 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004375-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pemgkq
title: Occurrence Download

description: A dataset containing 705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Country derived from coordinates",
 "TaxonKey is Myotis capaccinii",
 "Year 1980-2025"
 ]
}

 The dataset includes 705 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004377-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5a5c84
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fulvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 160 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004376-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9aputa
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-119.34511 14.27367,-87.55702 14.27367,-87.55702 31.28514,-119.34511 31.28514,-119.34511 14.27367))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ceratozamia mexicana"
 ]
}

 The dataset includes 255 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004379-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvtmkr
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanodothis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004381-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfxsj4
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eulychnia acida",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 313 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004382-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34863/j9hz-6y27
title: Dataset: Growth of Conductive Si-Doped α-Ga2O3 by Suboxide Molecular-Beam Epitaxy
DOI: 10.15468/dl.3c8edg
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phaeophleospora",
 "HasCoordinate is true"
 ]
}

 The dataset includes 105 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004384-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34863/7pbx-8g62
title: Dataset: What causes the variation in superconducting properties of UTe2?
DOI: 10.15468/dl.zvs5ws
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asthenes arequipae"
 ]
}

 The dataset includes 97 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004387-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sgsw3
title: Occurrence Download

description: A dataset containing 4359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Teratosphaeria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4359 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004386-251120083545085/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.30689432
title: Primer informe de sabático

description: Se reportan los logros del año sabático.
DOI: 10.6084/m9.figshare.30689432.v1
title: Primer informe de sabático

description: Se reportan los logros del año sabático.
DOI: 10.15468/dl.56uzgw
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.7.22_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Siluriformes"
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004388-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qmjkj
title: Occurrence Download

description: A dataset containing 50110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphaenogaster"
 ]
}

 The dataset includes 50110 records from 310 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004367-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2ydpg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Davisoniella",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004389-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yj34kx
title: Occurrence Download

description: A dataset containing 4745328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-159.07051 17.64993,-152.54159 18.22342,-154.17382 25.32582,-161.76148 23.56125,-159.07051 17.64993))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4745328 records from 962 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004353-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17692154
title: The Lingua Franca of Fear

description:  

This dataset contains the author’s biographical note as published in Bright Lights Film Journal alongside the metadata of the article The Lingua Franca of Fear: A Dialectical History of Global Horror Cinema

https://www.researchgate.net/publication/397885729_The_Lingua_Franca_of_Fear_A_Dialectical_History_of_Global_Horror_Cinema
DOI: 10.5281/zenodo.17692155
title: The Lingua Franca of Fear

description:  

This dataset contains the author’s biographical note as published in Bright Lights Film Journal alongside the metadata of the article The Lingua Franca of Fear: A Dialectical History of Global Horror Cinema

https://www.researchgate.net/publication/397885729_The_Lingua_Franca_of_Fear_A_Dialectical_History_of_Global_Horror_Cinema
DOI: 10.15161/oar.it/211696
title: Carta Geologica d'Italia alla scala 1:50.000, F. 128 Venezia. Geologia di sottosuolo
DOI: 10.15468/dl.yv3vhv
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Distocercospora",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004390-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15161/oar.it/211700
title: Carta Geologica d'Italia alla scala 1:50.000, F. 148-149 Chioggia-Malamocco
DOI: 10.15468/dl.a2yzaq
title: Occurrence Download

description: A dataset containing 333920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-980.0",
 "TaxonKey is Reynoutria japonica"
 ]
}

 The dataset includes 333920 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004383-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5w37m76r
title: MassIVE MSV000097967 - In vitro Gut Untargeted metabolomics dataset
title: The Enteromix model of the human large intestine. In summary, each simulator unit consists of four connected glass vessels that are fed semi-continuously every third hour. The four vessels in the simulator (V1toV4) model different compartments of the human colon from the proximal (V1) to the distal part (V4), each having a different controlled pH and flow rate.
DOI: 10.15468/dl.kcv5an
title: Occurrence Download

description: A dataset containing 1257105 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((36.06141 -0.9367197, 38.94019 -0.9367197, 38.94019 2.308565, 36.06141 2.308565, 36.06141 -0.9367197))"
 ]
}

 The dataset includes 1257105 records from 507 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013715-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48579/pro/no7qth
title: Seine: Le quai Saint-Bernard à Paris, carte de Perronet (1783)

description: Ce plan coté et ce profil, auquel le célèbre ingénieur Jean-Rodolphe Perronet a apposé sa signature, représentent le quai Saint-Bernard (1783). On remarque que les différentes hauteurs d'eau et les dimensions de la grève sont indiqués, sans doute dans le but de prolonger les quais. De l'autre côté du quai, là où les aménagements sont moins récents, les bords du fleuve accueillent toutes sortes d'activités : plusieurs ports ont vocation à accueillir des bateaux transportant un certain type de marchandise (le port de la halle aux vins, le port pour l'approvisionnement du pavé de Paris...). On remarque également un emplacement réservé aux bains, un emplacement réservé aux coches royaux (pour abreuver les chevaux ?) proche du jardin du roi, un corps de garde, etc. Raster GeoTIFF : EAT_Seine_Paris_Quai_Saint_Bernard_1783.tiff Service des Cartes et Plans des Archives Nationales. Cote AN F/14/10078/1/22. Numérisation en 2014. Géoréférencement en 2014 par Julie DAVODET. Métadonnées par Julie DAVODET et Juliette AUDET. Mise en ligne en avril 2015.
DOI: 10.15468/dl.f2k952
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphorbia hyssopifolia L."
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009565-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15468795
title: ZENODO Wang et al_Final_GCB-25-0304 data and code
DOI: 10.5281/zenodo.15468796
title: ZENODO Wang et al_Final_GCB-25-0304 data and code
DOI: 10.34740/kaggle/dsv/12010090
title: Potato Leaf Diseases Plant Village Augmented Data
DOI: 10.15468/dl.xg46sw
title: Occurrence Download

description: A dataset containing 12340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Limnobacter Spring et al., 2001"
 ]
}

 The dataset includes 12340 records from 398 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015868-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbtw9m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Eleutherodactylus brittoni Schmidt, 1920)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015873-250525065834625/datasets/export for details.
DOI: 10.15468/dl.2cx53v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Eleutherodactylus brittoni Schmidt, 1920)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015871-250525065834625/datasets/export for details.
DOI: 10.15468/dl.pw9km4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Eleutherodactylus brittoni Schmidt, 1920)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015872-250525065834625/datasets/export for details.
DOI: 10.15468/dl.6k87cq
title: Occurrence Download

description: A dataset containing 19623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1030.0",
 "Geometry POLYGON((10.71477 45.48545,12.65153 45.48545,12.65153 46.58492,10.71477 46.58492,10.71477 45.48545))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Squamata, Amphibia, Orchidaceae)"
 ]
}

 The dataset includes 19623 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015870-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjpfzj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACP1259"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007178-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckrw6j
title: Occurrence Download

description: A dataset containing 3478475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Emberiza schoeniclus",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3478475 records from 2277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004761-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17601492
title: Pockmark susceptibility map of the Italian seas

description: The map is presented already in its reclassified form. The classification is the result of applying the Jenks method. The original pockmark occurrence probability values are reported below the colorbar. This pockmark susceptibility map does not indicate existing pockmarks but rather the potential or rather probability for their formation.
DOI: 10.5281/zenodo.17601491
title: Pockmark susceptibility map of the Italian seas

description: The map is presented already in its reclassified form. The classification is the result of applying the Jenks method. The original pockmark occurrence probability values are reported below the colorbar. This pockmark susceptibility map does not indicate existing pockmarks but rather the potential or rather probability for their formation.
DOI: 10.15468/dl.6btzm6
title: Occurrence Download

description: A dataset containing 1220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Drosera rotundifolia",
 "Year 1950-2025"
 ]
}

 The dataset includes 1220 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031114-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhgrjn
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Raphionacme caerulea"
 ]
}

 The dataset includes 43 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031113-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.