cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4mn5uz
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyaloscypha hepaticicola (Grelet & Croz.) Baral, Huhtinen & J.R.De Sloover",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "GadmGid is USA.1_1",
 "GadmGid is USA.11_1",
 "GadmGid is USA.25_1",
 "GadmGid is USA.41_1",
 "GadmGid is USA.34_1",
 "GadmGid is USA.43_1",
 "GadmGid is USA.18_1",
 "GadmGid is USA.47_1",
 "GadmGid is USA.49_1",
 "GadmGid is USA.15_1",
 "GadmGid is USA.19_1",
 "GadmGid is USA.4_1",
 "GadmGid is USA.26_1",
 "GadmGid is USA.14_1",
 "GadmGid is USA.36_1",
 "GadmGid is USA.39_1",
 "GadmGid is USA.21_1",
 "GadmGid is USA.16_1",
 "GadmGid is USA.8_1",
 "GadmGid is USA.31_1"
 ]
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000721-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkc3hb
title: Occurrence Download

description: A dataset containing 5456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX",
 "TaxonKey is Violaceae"
 ]
}

 The dataset includes 5456 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278526-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqyvyj
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Calosoma viridisulcatum Chaudoir, 1863"
 ]
}

 The dataset includes 74 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024776-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvtuag
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphisbaena tragorrhectes Vanzolini, 1971"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275994-210914110416597/datasets/export for details.
DOI: 10.15468/dl.hn3vrw
title: Occurrence Download

description: A dataset listing the 10841 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is DSMZ Prokarya Collection Catalogue"
 ]
}

 The dataset's 10841 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275998-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73g9hz
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphinema byssoides (Pers.) J.Erikss.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "GadmGid is USA.1_1",
 "GadmGid is USA.11_1",
 "GadmGid is USA.25_1",
 "GadmGid is USA.41_1",
 "GadmGid is USA.34_1",
 "GadmGid is USA.43_1",
 "GadmGid is USA.18_1",
 "GadmGid is USA.47_1",
 "GadmGid is USA.49_1",
 "GadmGid is USA.15_1",
 "GadmGid is USA.19_1",
 "GadmGid is USA.4_1",
 "GadmGid is USA.26_1",
 "GadmGid is USA.14_1",
 "GadmGid is USA.36_1",
 "GadmGid is USA.39_1",
 "GadmGid is USA.21_1",
 "GadmGid is USA.16_1",
 "GadmGid is USA.8_1",
 "GadmGid is USA.31_1"
 ]
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 49 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000717-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yt6jwa
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum fontanum Hand.-Mazz."
 ]
}

 The dataset includes 69 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015889-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uupwvb
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum alpestre Hegetschw., 1840"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015891-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22cr2t
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.05182 39.27063,-8.4256 39.27063,-8.4256 39.66614,-9.05182 39.66614,-9.05182 39.27063))",
 {
 "or" : [
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Country derived from coordinates"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus pyrenaica Willd."
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276003-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxnrjh
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Romerolagus diazi (Ferrari-Pérez, 1893)",
 "Year 1990-2023"
 ]
}

 The dataset includes 89 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000674-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yqe9h
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum alpestre (Tausch) DC."
 ]
}

 The dataset includes 31 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015890-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jm7dwz
title: Occurrence Download

description: A dataset containing 87524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Himantoglossum robertianum (Loisel.) P.Delforge",
 "TaxonKey is Himantoglossum robertianum f. candidum (Soó) F.M.Vázquez",
 "TaxonKey is Himantoglossum robertianum f. siculum (Lindl.) F.M.Vázquez",
 "TaxonKey is Himantoglossum robertianum f. gallicum (Lindl.) F.M.Vázquez",
 "TaxonKey is Ophrys insectifera L.",
 "TaxonKey is Ophrys insectifera Gueldenst., 1787",
 "TaxonKey is Ophrys insectifera subsp. insectifera",
 "TaxonKey is Ophrys insectifera x sphegodes",
 "TaxonKey is Ophrys insectifera x Ophrys subinsectifera",
 "TaxonKey is Ophrys insectifera var. aymoninii Hennecke, 2014",
 "TaxonKey is Ophrys insectifera subsp. aymoninii Breistr."
 ]
 },
 "Year 1830-2022"
 ]
}

 The dataset includes 87524 records from 339 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279678-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76ybdz
title: Occurrence Download

description: A dataset containing 17410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Seriola lalandi Valenciennes, 1833"
 ]
}

 The dataset includes 17410 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024770-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phpd4n
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristelliger lar Cope, 1862"
 ]
}

 The dataset includes 227 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276011-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdkvfm
title: Occurrence Download

description: A dataset containing 2267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Chlosyne ehrenbergii Hübner",
 "Year 1980-2023"
 ]
}

 The dataset includes 2267 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000702-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zu85yk
title: Occurrence Download

description: A dataset containing 3081 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trimeresurus stejnegeri Schmidt, 1925"
 ]
}

 The dataset includes 3081 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212498-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xenwpp
title: Occurrence Download

description: A dataset containing 6882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.25_1",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 6882 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022917-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2x6ac3
title: Occurrence Download

description: A dataset containing 706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Living Specimen, Material sample, Human Observation, Machine Observation, Observation, Material citation)",
 "GadmGid is one of (USA.3_1, USA.5_1, CHL, FRA, ITA, JPN, MEX.3_1, MEX.2_1, MEX.26_1, PRT, ITA.15_1, GBR)",
 "OccurrenceStatus is Present",
 "TaxonKey is Xenopus laevis (Daudin, 1802)"
 ]
}

 The dataset includes 706 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021213-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.584ugs
title: Occurrence Download

description: A dataset containing 11912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lymantria dispar Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1860",
 "Country is one of (United States of America)",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than or equal to 20000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 11912 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003380-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wd8qj5
title: Occurrence Download

description: A dataset containing 122147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liliopsida",
 "HasCoordinate is true",
 "Country is one of (Austria)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 122147 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212852-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wy6qjk
title: Occurrence Download

description: A dataset containing 2428 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Vegetación asociada a un área afectada por incendio forestal en la zona baja del río Atrato, Unguía, Chocó - 2019"
 ]
}

 The dataset includes 2428 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024761-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rhjy4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mochlus somalicus (Parker, 1942)"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279681-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skdcpx
title: Occurrence Download

description: A dataset containing 11912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lymantria dispar Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1860",
 "Country is one of (United States of America)",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than or equal to 20000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 11912 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003374-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67nz8z
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachymeles bicolor (Gray, 1845)"
 ]
}

 The dataset includes 52 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275992-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy7ewn
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Greece",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Agrostemma githago L."
 ]
}

 The dataset includes 125 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024774-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aa54qx
title: Occurrence Download

description: A dataset containing 22392 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carcharhinus falciformis (Müller & Henle, 1839)"
 ]
}

 The dataset includes 22392 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276032-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15674450
title: Data for further optimization of the ladder-model.

description: Data for the further optimization of the phases of the ladder model
DOI: 10.5281/zenodo.15674451
title: Data for further optimization of the ladder-model.

description: Data for the further optimization of the phases of the ladder model
DOI: 10.34810/data257
title: Diccionari de sufixos verbalitzadors del català

description: -
description: El Diccionari d’afixos és una proposta de representació lexicogràfica dels sufixos analitzats a la tesi doctoral que intenta millorar la representació dels diccionaris existents, sistematitzant les informacions de cada afix i incloent-hi les relacions semàntiques que s’estableixen entre les paraules construïdes del mateix tipus i les regles que les construeixen.
DOI: 10.5281/zenodo.15674473
title: Doodle Dataset

description: Description:

The Doodle Dataset Classifier Prepared Dataset comprises over 1 million images spanning 340 classes of doodles. Sourced from the Quick, Draw! dataset, it features grayscale images of hand-drawn sketches organized by class. Each image has been processed to facilitate machine learning tasks, ensuring a clean and easy-to-use version of the original dataset.

Download Dataset



Images: Grayscale images of doodles, each sized at 255×255 pixels.

Classes: 340 distinct categories of doodles, each stored in its own directory.

Total Images: 1,020,000 images, with each class containing precisely 3,000 images.


This refined dataset provides a manageable and structured subset of the original Quick, Draw! dataset by Google, which contains approximately 50 million images

This dataset is sourced from Kaggle.
DOI: 10.5281/zenodo.15674472
title: Doodle Dataset

description: Description:

The Doodle Dataset Classifier Prepared Dataset comprises over 1 million images spanning 340 classes of doodles. Sourced from the Quick, Draw! dataset, it features grayscale images of hand-drawn sketches organized by class. Each image has been processed to facilitate machine learning tasks, ensuring a clean and easy-to-use version of the original dataset.

Download Dataset



Images: Grayscale images of doodles, each sized at 255×255 pixels.

Classes: 340 distinct categories of doodles, each stored in its own directory.

Total Images: 1,020,000 images, with each class containing precisely 3,000 images.


This refined dataset provides a manageable and structured subset of the original Quick, Draw! dataset by Google, which contains approximately 50 million images

This dataset is sourced from Kaggle.
DOI: 10.5281/zenodo.15267344
title: All inference and plotting scripts for the SideKicks.jl paper, Willcox et al. (2025)

description: All of the inference and analysis scripts required to reproduce all results and figures in Willcox et al. (2025).
DOI: 10.5281/zenodo.15670004
title: All inference and plotting scripts for the SideKicks.jl paper, Willcox et al. (2025)

description: All of the inference and analysis scripts required to reproduce all results and figures in Willcox et al. (2025).
DOI: 10.34810/data258
title: AquaLexic

description: Base de datos en Access con la finalidad de gestionar y realizar el tratamiento de los elementos pricipales de análisis (lemas, formas, ocurrencias, combinaciones (colocaciones), colocados y usos) de unidades léxicas nominales representativas del área del Medio Ambiente.
description: Material de la Tesi: Alonso A. Características del léxico del medio ambiente en español y pautas de representación en el diccionario general [Tesi doctoral]. Barcelona: Institut Universitari de Lingüística Aplicada, Universitat Pompeu Fabra; 2009.
DOI: 10.17861/1bbcf1ef-647a-4527-8bab-b949e087df98
title: Data supporting paper: Time-resolved Raman spectroscopy using a CMOS SPAD array to remove fluorescent and fibre Raman backgrounds

description: Data and code supporting the publication, in Biomedical Optics Express.

Data describes Raman and fluorescence scattering from samples and an optical fibre, as recorded by a single photon spectroscopy system, described in detail in the publication.
DOI: 10.34740/kaggle/dsv/12183713
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.48579/pro/zuhv8c
title: Monitoring biodiversity and envionmental changes of temperate rocky-shore communities

description: we introduce the “Algues brunes and Bigorneaux” (Brown algae and periwinkles) dataset which is dedicated to monitoring rocky-shore communities. This dataset is part of the BioLit citizen science program created in 2012 by the NGO “Planète Mer” and the French National Museum of natural history (MNHN) which aims to leverage the potential of citizen scientists in order to enhance knowledge of french marine biodiversity. This dataset specifically focuses on the intertidal brown macroalgae canopy habitat across 3 ecoregions along the french Atlantic coastline. As it include the description of both the macroalgae belt cover and the abundance of associated epifaunal species, the ABB dataset provided valuable insights into how intertidal gastropod communities was influenced by multiscale drivers (Serranito et al. 2021). Moreover, since 2023, the dataset has been expanded to include a description of the epifaunal size structure and additional habitat descriptors, designed to monitor the impacts of eutrophication and climate change on this rocky shore ecosystem.
DOI: 10.15468/dl.hb6zu9
title: Occurrence Download

description: A dataset containing 602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Fossil, Living Specimen, Occurrence evidence)",
 "Country is one of (Thailand, Viet Nam, Myanmar, Malaysia, Lao People’s Democratic Republic, Cambodia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cycadaceae"
 ]
}

 The dataset includes 602 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048814-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15674448
title: GNN trained models

description: GNN trained models on :

Sun et al dataset on targets AR,ER,ED. The ED target is explained in this publicaton . 

Tox21.(The updated version can be found here ,but it was trained on an older one.

Chemprp 1.x was used.
DOI: 10.5281/zenodo.15674449
title: GNN trained models

description: GNN trained models on :

Sun et al dataset on targets AR,ER,ED. The ED target is explained in this publicaton . 

Tox21.(The updated version can be found here ,but it was trained on an older one.

Chemprp 1.x was used.