cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mu4q7c
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Omophron limbatum (Fabricius, 1777)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 559 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005168-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vixl9
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strophosoma melanogrammum (Forster J.R, 1771)",
 "DatasetKey is Natural England - Invertebrate Site Register - England."
 ]
}

 The dataset includes 45 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005169-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v87r6u
title: Occurrence Download

description: A dataset containing 2782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Composición florística y estructura de una parcela permanente en bosques secos tropicales del municipio de Taminango, Nariño"
 ]
}

 The dataset includes 2782 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042409-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xta9x3
title: Occurrence Download

description: A dataset containing 1268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The Shigeru Eda Insect Collection of The University Museum, The University of Tokyo"
 ]
}

 The dataset includes 1268 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042497-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i267tx
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calathea picturata K.Koch & Linden"
 ]
}

 The dataset includes 53 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005169-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzwcuf
title: Occurrence Download

description: A dataset containing 42283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección de artrópodos del Museo de Historia Natural de la Pontificia Universidad Javeriana"
 ]
}

 The dataset includes 42283 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042465-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtkuch
title: Occurrence Download

description: A dataset containing 2179 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hedychium coronarium J.Koenig"
 ]
}

 The dataset includes 2179 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005169-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6q7ptf
title: Occurrence Download

description: A dataset containing 17024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Muestreos de fauna silvestre existente en la franja de protección del embalse y áreas de reserva protectora de la Central Hidroeléctrica Sogamoso"
 ]
}

 The dataset includes 17024 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042444-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.llx3y3
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrilus anxius Gory, 1841",
 "HasCoordinate is true"
 ]
}

 The dataset includes 95 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005169-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kprqve
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heterocephalus glaber Rüppell, 1842"
 ]
}

 The dataset's 1 records were derived from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028474-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdea51
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spiraea crenata L."
 ]
}

 The dataset includes 347 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005169-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wtn5j
title: Occurrence Download

description: A dataset containing 990758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus (Linnaeus, 1766), Myocastor coypus (Molina, 1782))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 990758 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033904-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tlz45e
title: Occurrence Download

description: A dataset containing 13711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 {
 "or" : [
 "StateProvince is nunavut",
 "StateProvince is nunavut territory",
 "StateProvince is Northwest Territories",
 "StateProvince is yukon",
 "StateProvince is yukon terr.",
 "StateProvince is yukon territories",
 "StateProvince is yukon territory",
 "StateProvince is nwt",
 "StateProvince is nwt."
 ]
 },
 "TaxonKey is Poaceae"
 ]
}

 The dataset includes 13711 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005169-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5whbst
title: Occurrence Download

description: A dataset containing 215195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is SysTax - Zoological Collections"
 ]
}

 The dataset includes 215195 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042436-231002084531237/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.25525597.v3
title: MMSCRP-TC

description: Combined with the regulations of weather station siting and the high mobility of portable weather stations, an MMSCRP-TC model is proposed in response to the time-varying characteristics of rainfall in urban areas and the demand for refined monitoring. The continuous monitoring time period is divided into several subperiods, and portable weather stations are added and relocated according to the changing monitoring demands. The model aims to maximize the coverage benefits first and minimize the total travel costs subsequently. In addition, the effective monitoring time is included in the model to ensure the data quality. The model applicability is verified through a test case in Wuhan City. Results show the model can effectively provide optimal locations and paths of portable weather stations during repositioning, responding to rainfall monitoring demands with drastic spatial-temporal variations in a more flexible and timely manner.
DOI: 10.15468/dl.hmryfi
title: Occurrence Download

description: A dataset containing 5720 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panicum dichotomiflorum Michx."
 ]
}

 The dataset includes 5720 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005170-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xacufw
title: Occurrence Download

description: A dataset containing 1019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Quercus suber L."
 ]
}

 The dataset includes 1019 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042528-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6gg5u
title: Occurrence Download

description: A dataset containing 610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes (Mart.) Solms",
 "Country is Brazil"
 ]
}

 The dataset includes 610 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005170-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qezptw
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Danais andribensis Homolle"
 ]
}

 The dataset includes 74 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021085-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w65x7v
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strophosoma melanogrammum (Forster J.R, 1771)",
 "DatasetKey is Coleoptera collection, NHM"
 ]
}

 The dataset includes 44 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005170-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24n938
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apristurus manis (Springer, 1979)"
 ]
}

 The dataset includes 197 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049150-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w44oat
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Egretta garzetta garzetta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 122 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005170-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5drpz
title: Occurrence Download

description: A dataset containing 37941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lythrum salicaria L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "Country is one of (United States of America, Canada)",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 37941 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028494-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2019-10.1859334/2366268
title: Data for EMSL Project 48666 from October 2019
DOI: 10.15468/dl.z5dx87
title: Occurrence Download

description: A dataset listing the 78556 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((26.7542939189847 1.2186193716968,36.9991642472184 13.6345880476356,41.544901412726 10.038706409249,37.5419388341447 2.16847489881781,35.84576825 -7.80500813595271,36.2528491901947 -16.0144737632128,34.2174444892211 -16.5572483501391,27.5006089760084 -8.95840413317107,26.7542939189847 1.2186193716968))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 78556 records were derived from 1187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051465-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awupes
title: Occurrence Download

description: A dataset containing 1135 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Digitaria velutina (Forssk.) P.Beauv."
 ]
}

 The dataset includes 1135 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029473-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87488e
title: Occurrence Download

description: A dataset containing 48434445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "Year is greater than or equal to 1800",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "not" : {
 "CollectionCode" : [
 "~ebird_*"
 ]
 }
 },
 "Geometry POLYGON((-125.707357 49.740321,-125.707357 45.218474, -116.663663 45.218474 ,-116.663663 49.740321,-125.707357 49.740321))"
 ]
}

 The dataset includes 48434445 records from 603 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051452-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9wbew
title: Occurrence Download

description: A dataset containing 479672 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Southern Ocean Continuous Zooplankton Recorder (SO-CPR) Survey"
 ]
}

 The dataset includes 479672 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019278-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gt853r
title: Occurrence Download

description: A dataset containing 480819 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is KTP Ring Data"
 ]
}

 The dataset includes 480819 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019277-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12283620
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.29315603
title: <b>A Scoping Review of Changing Climate and Weather Connections to Waterborne Pathogens in Coastal Environments: Figure Data</b>

description: Correlation of climate and infectious disease has been noted for millennia and recorded in the writings of Hippocrates. Given recent technological advances in both pathogen detection and monitoring of infectious diseases in a time of climate change, a detailed study of their link is now possible. In the aquatic environment, climate change has had an impact on ocean, estuary, and freshwater ecosystems that coincides with increased frequency of waterborne disease outbreaks. With climate change, elevated water temperature, acidification, alteration of salinity, and deoxygenation have been observed, all of which are conditions that influence microbial pathogen growth and multiplication. This review examines eleven waterborne microbial pathogens and the conditions optimal for their growth and proliferation, namely temperature, pH, salinity, and dissolved oxygen. Our findings suggest environmental thresholds for optimal growth of waterborne microbial pathogens that include a temperature range of ~30 to 37 °C, pH ~7 to 8, salinity ~5 to 25 ppt, and dissolved oxygen levels indicative of eutrophication and hypoxia, ~2 mg L<sup>-1</sup>. As conditions optimal for waterborne microbial pathogens become global and more frequent, a predictive capability will be essential to mitigate increased risk of severe outbreaks of waterborne diseases.
DOI: 10.6084/m9.figshare.29315603.v2
title: <b>A Scoping Review of Changing Climate and Weather Connections to Waterborne Pathogens in Coastal Environments: Figure Data</b>

description: Correlation of climate and infectious disease has been noted for millennia and recorded in the writings of Hippocrates. Given recent technological advances in both pathogen detection and monitoring of infectious diseases in a time of climate change, a detailed study of their link is now possible. In the aquatic environment, climate change has had an impact on ocean, estuary, and freshwater ecosystems that coincides with increased frequency of waterborne disease outbreaks. With climate change, elevated water temperature, acidification, alteration of salinity, and deoxygenation have been observed, all of which are conditions that influence microbial pathogen growth and multiplication. This review examines eleven waterborne microbial pathogens and the conditions optimal for their growth and proliferation, namely temperature, pH, salinity, and dissolved oxygen. Our findings suggest environmental thresholds for optimal growth of waterborne microbial pathogens that include a temperature range of ~30 to 37 °C, pH ~7 to 8, salinity ~5 to 25 ppt, and dissolved oxygen levels indicative of eutrophication and hypoxia, ~2 mg L<sup>-1</sup>. As conditions optimal for waterborne microbial pathogens become global and more frequent, a predictive capability will be essential to mitigate increased risk of severe outbreaks of waterborne diseases.
DOI: 10.6084/m9.figshare.29315603.v1
title: <b>A Scoping Review of Changing Climate and Weather Connections to Waterborne Pathogens in Coastal Environments: Figure Data</b>

description: Correlation of climate and infectious disease has been noted for millennia and recorded in the writings of Hippocrates. Given recent technological advances in both pathogen detection and monitoring of infectious diseases in a time of climate change, a detailed study of their link is now possible. In the aquatic environment, climate change has had an impact on ocean, estuary, and freshwater ecosystems that coincides with increased frequency of waterborne disease outbreaks. With climate change, elevated water temperature, acidification, alteration of salinity, and deoxygenation have been observed, all of which are conditions that influence microbial pathogen growth and multiplication. This review examines eleven waterborne microbial pathogens and the conditions optimal for their growth and proliferation, namely temperature, pH, salinity, and dissolved oxygen. Our findings suggest environmental thresholds for optimal growth of waterborne microbial pathogens that include a temperature range of ~30 to 37 °C, pH ~7 to 8, salinity ~5 to 25 ppt, and dissolved oxygen levels indicative of eutrophication and hypoxia, ~2 mg L<sup>-1</sup>. As conditions optimal for waterborne microbial pathogens become global and more frequent, a predictive capability will be essential to mitigate increased risk of severe outbreaks of waterborne diseases.
DOI: 10.5281/zenodo.15740452
title: PharmaDiff: Pharmacophore-Conditioned Diffusion Model for De Novo Drug Design
DOI: 10.5281/zenodo.15740451
title: PharmaDiff: Pharmacophore-Conditioned Diffusion Model for De Novo Drug Design
DOI: 10.5281/zenodo.15740851
title: WirelessSignalsDataset

description: This files correspond to the dataset generated using a framework for generating Wireless Signals developed in the context of a Master's Thesis. This dataset is an example of a simple dataset that could be generated with this framework. This dataset is contained in a .zip file, which includes 2 folders: TrainingStage1 and TrainingStage2:

 

The TrainingStage1 contains the corresponding files for the dataset formed by 3 OFDM signals: OFDM-QPSK, OFDM-64QAM and OFDM-1024QAM.

The TrainingStage2 contains some other folders corresponding to the datasets formed by Interference Wireless Signals. These interferences come from taking the same types of OFDM signals as before (differente signals though) and mixing them with some other OFDM signals (different types and configurations of OFDM) as well as some Bluetooth signals. 

The json and mat files in each folder (and associated to each dataset) describe the type of signals in the corresponding dataset (h5 file).

For more information feel free to take a look at the project as well as the dataset generation process described in https://github.com/mariogolbano/TFM-foundation-model-wireless-signals.
DOI: 10.5281/zenodo.15740852
title: WirelessSignalsDataset

description: This files correspond to the dataset generated using a framework for generating Wireless Signals developed in the context of a Master's Thesis. This dataset is an example of a simple dataset that could be generated with this framework. This dataset is contained in a .zip file, which includes 2 folders: TrainingStage1 and TrainingStage2:

 

The TrainingStage1 contains the corresponding files for the dataset formed by 3 OFDM signals: OFDM-QPSK, OFDM-64QAM and OFDM-1024QAM.

The TrainingStage2 contains some other folders corresponding to the datasets formed by Interference Wireless Signals. These interferences come from taking the same types of OFDM signals as before (differente signals though) and mixing them with some other OFDM signals (different types and configurations of OFDM) as well as some Bluetooth signals. 

The json and mat files in each folder (and associated to each dataset) describe the type of signals in the corresponding dataset (h5 file).

For more information feel free to take a look at the project as well as the dataset generation process described in https://github.com/mariogolbano/TFM-foundation-model-wireless-signals.
DOI: 10.15468/dl.ceg95t
title: Occurrence Download

description: A dataset containing 1703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus fruticosus L.",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 1703 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069034-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.