cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.s4dg89
title: Occurrence Download

description: A dataset containing 990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-97.3251 29.94219,-97.10324 29.94219,-97.10324 30.2763,-97.3251 30.2763,-97.3251 29.94219))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2006-2016"
 ]
}

 The dataset includes 990 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012153-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dsvgu
title: Occurrence Download

description: A dataset containing 9847 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhyacophila dorsalis (Curtis, 1834)",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9847 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012155-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgyzpm
title: Occurrence Download

description: A dataset containing 12103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Molinia caerulea (L.) Moench",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12103 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012156-250426092105405/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/11654513
title: Antutu Benchmark
DOI: 10.15468/dl.ctm567
title: Occurrence Download

description: A dataset containing 11164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viola riviniana Rchb.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11164 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012157-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmrkqz
title: Occurrence Download

description: A dataset containing 7460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viola palustris L.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7460 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012158-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4r43n
title: Occurrence Download

description: A dataset containing 2512047 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Certhia americana Bonaparte, 1838",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 2512047 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012149-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/5nq0-ye10
title: "ThermalTrack"

description: "ThermalTrack is an RGB-LWIR paired dataset of wheel tracks captured under harsh winter conditions, including white-outs (severely degraded visibility), low-contrast snow terrain, and diverse wheel track geometries. Designed to enable robust alternative navigation strategies for winter autonomy systems, this dataset builds upon WADS (https:\/\/digitalcommons.mtu.edu\/wads\/), a specialized dataset for autonomous vehicle research in inclement winter weather. To improve model generalization, we augmented the dataset using random flips, rotations, brightness\/contrast adjustments, scaling, noise injection, and perspective transformations - simulating a broader range of challenging conditions. Starting with 951 base images, we expanded the dataset to 7,608 samples, enhancing the model's ability to handle real-world variability."
DOI: 10.15468/dl.ghgzpe
title: Occurrence Download

description: A dataset listing the 4065004 species recorded in GBIF matching the query:
{ }

 The dataset's 4065004 records were derived from 72829 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012154-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2taqs5
title: Occurrence Download

description: A dataset containing 3340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus tremula L.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3340 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012159-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksvurh
title: Occurrence Download

description: A dataset containing 8227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula rotundifolia L.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8227 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012161-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15068770
title: Quantitative results of the analysis of novel biomaterials corresponding to the work "Generation of novel blue natural biomaterials from fish scales for use in cornea repair and engineering"

description: In the present work, we have evaluated four types of biomaterials generated from the scales of different species of fish, as potential biomaterials (FSB) for use in corneal repair and tissue engineering. Scales were obtained from the red scorpionfish (SSC), salmon (SSA), white sea bream (DS) and European carp (CC). Native FSB were preconditioned and cellularized with limbal epithelial cells, and evaluated ex vivo and in vivo. Results showed that FSB consisted of well-arranged layers of material and showed high levels of transparency, as revealed by high diffuse transmittance and low reflectance, scattering and absorption coefficients, and proper biomechanical properties, and these properties were preserved after preconditioning. Then, we found that FSB were biocompatible in vivo, and subcutaneous grafting in laboratory animals was not associated with a pathological local or systemic reaction, especially in CC-FSB. After recellularization, FSB supported cell attachment, proliferation and differentiation, with positive expression of limbal epithelial cell markers, and very good optical properties, with the lowest levels of scattering and absorption found in CC-FSB. Intracorneal implant of CC-FSB in laboratory rabbits demonstrated that this biomaterial was also biocompatible to the native cornea, and corneas grafted with CC-FSB had normal expression of corneal epithelium and stromal markers, such as cytokeratin 3, crystallin alpha-A, p63, collagen, proteoglycans and lumican, and devoid of any detectable signs of rejection, inflammation or neovascularization. These results suggest that CC-FSB may fulfill the requirements of biomaterials intended for use in corneal repair and regeneration, and could have potential usefulness in cornea tissue engineering.
DOI: 10.5281/zenodo.15068771
title: Quantitative results of the analysis of novel biomaterials corresponding to the work "Generation of novel blue natural biomaterials from fish scales for use in cornea repair and engineering"

description: In the present work, we have evaluated four types of biomaterials generated from the scales of different species of fish, as potential biomaterials (FSB) for use in corneal repair and tissue engineering. Scales were obtained from the red scorpionfish (SSC), salmon (SSA), white sea bream (DS) and European carp (CC). Native FSB were preconditioned and cellularized with limbal epithelial cells, and evaluated ex vivo and in vivo. Results showed that FSB consisted of well-arranged layers of material and showed high levels of transparency, as revealed by high diffuse transmittance and low reflectance, scattering and absorption coefficients, and proper biomechanical properties, and these properties were preserved after preconditioning. Then, we found that FSB were biocompatible in vivo, and subcutaneous grafting in laboratory animals was not associated with a pathological local or systemic reaction, especially in CC-FSB. After recellularization, FSB supported cell attachment, proliferation and differentiation, with positive expression of limbal epithelial cell markers, and very good optical properties, with the lowest levels of scattering and absorption found in CC-FSB. Intracorneal implant of CC-FSB in laboratory rabbits demonstrated that this biomaterial was also biocompatible to the native cornea, and corneas grafted with CC-FSB had normal expression of corneal epithelium and stromal markers, such as cytokeratin 3, crystallin alpha-A, p63, collagen, proteoglycans and lumican, and devoid of any detectable signs of rejection, inflammation or neovascularization. These results suggest that CC-FSB may fulfill the requirements of biomaterials intended for use in corneal repair and regeneration, and could have potential usefulness in cornea tissue engineering.
DOI: 10.15468/dl.9m9g5a
title: Occurrence Download

description: A dataset containing 384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Erythrina speciosa Andrews"
 ]
}

 The dataset includes 384 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012163-250426092105405/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/11553566
title: Recycler
DOI: 10.15468/dl.fp44e6
title: Occurrence Download

description: A dataset containing 3042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix repens L.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3042 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012165-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3uzn2
title: Occurrence Download

description: A dataset listing the 870 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-97.3251 29.94219,-97.10324 29.94219,-97.10324 30.2763,-97.3251 30.2763,-97.3251 29.94219))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2006-2016"
 ]
}

 The dataset's 870 records were derived from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012164-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3z7zat
title: Occurrence Download

description: A dataset containing 35319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhea americana (Linnaeus, 1758)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35319 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012166-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgs36y
title: Occurrence Download

description: A dataset containing 7298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cydia pomonella (Linnaeus, 1758)",
 "Year 1000-2015"
 ]
}

 The dataset includes 7298 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012167-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15330674
title: Experimental Cyclic test data

description: Cyclic test data
DOI: 10.5281/zenodo.15330675
title: Experimental Cyclic test data

description: Cyclic test data
DOI: 10.15468/dl.g2ged5
title: Occurrence Download

description: A dataset containing 4132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix aurita L.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4132 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012168-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exxtkj
title: Occurrence Download

description: A dataset containing 6203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mitu tuberosum (Spix, 1825)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6203 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012169-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p9ue2q73
title: Environmental Data from the Colville River Delta, Alaska

description: This data release contains two tables with information on seasonal values for temperature, wind, and snow cover collected at the Colville River Delta, Alaska, 2011-2018. Researchers with the U.S. Geological Survey used an on-site weather station to automatically record the temperature and speed and direction of the wind across the duration of their field season. Researchers also established permanent plots that they visited to record the percent cover of snow from their arrival at the site each spring until all snow had melted.
DOI: 10.34965/i53355
title: 20234051
DOI: 10.15468/dl.2ypf7t
title: Occurrence Download

description: A dataset containing 23344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penelope jacquacu Spix, 1825",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23344 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012170-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vf3w9n
title: Occurrence Download

description: A dataset containing 837476 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Setophaga fusca (Statius Müller, 1776)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 837476 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012162-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyds98
title: Occurrence Download

description: A dataset containing 13063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dioscorea acanthogene Rusby, Dioscorea amaranthoides C.Presl, Dioscorea bartlettii C.V.Morton, Dioscorea campestris Griseb., Asplenium nidus L., Canavalia cathartica Thouars)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 13063 records from 434 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012171-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r4dw5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aburria cujubi (Pelzeln, 1858)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012172-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fgumn
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Antarctica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphipholis squamata (Delle Chiaje, 1828)"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012173-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ak4awy
title: Occurrence Download

description: A dataset containing 1877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cydia pomonella (Linnaeus, 1758)",
 "Year 1000-2025"
 ]
}

 The dataset includes 1877 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012175-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hy4sp
title: Occurrence Download

description: A dataset containing 456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Specimen)",
 "Country is Brazil",
 "DatasetKey is one of (iNaturalist Research-grade Observations, NABU|naturgucker, Global Roadkill Data: a dataset on terrestrial vertebrate mortality caused by collision with vehicles (Systematic Records), Roadkill)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Blastocerus dichotomus (Illiger, 1815)",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 456 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012176-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13020/gwav-rs73
title: The FSRS data of crystalline halogen-substituted rubrene derivatives under different excitation conditions taken in the Frontiera lab at the University of Minnesota in 2022

description: These are the FSRS data files of crystalline halogen-substituted rubrene derivatives under different excitation conditions, taken in the Frontiera lab at the University of Minnesota in 2022. This data is released to support a publication submitted to the Journal of the American Chemical Society entitled "Killer Phonon Caught: Femtosecond Stimulated Raman Spectroscopy Identifies Phonon-Induced Control of Photophysics in Rubrene Derivatives".
description: Raw data files in .csv and .txt format
DOI: 10.5281/zenodo.15072628
title: Data for scCellFie Tutorials

description: Datasets to use in the tutorials of scCellFie:



Here we provide a subset for the HECA dataset, a full version of it is publicly available at The Reproductive Cell Atlas
DOI: 10.5281/zenodo.15072627
title: Data for scCellFie Tutorials

description: Datasets to use in the tutorials of scCellFie:



Here we provide a subset for the HECA dataset, a full version of it is publicly available at The Reproductive Cell Atlas

Here we provide a Visium dataset of a Mouse Whole Embryo, which is publicly available at 10X Genomics
DOI: 10.5281/zenodo.15330688
title: Data for scCellFie Tutorials

description: Datasets to use in the tutorials of scCellFie:



Here we provide a subset for the HECA dataset, a full version of it is publicly available at The Reproductive Cell Atlas

Here we provide a Visium dataset of a Mouse Whole Embryo, which is publicly available at 10X Genomics
DOI: 10.5281/zenodo.15330691
title: METADADOS UTILIZADOS NO ESTUDO SAÚDE DIGITAL E INTELIGÊNCIA ARTIFICIAL

description: METADADOS OBTIDOS A PARTIR DOS REGISTROS NA BASE DE DADOS SCOPUS E UTILIZADOS NA PESQUISA SAÚDE DIGITAL E INTELIGÊNCIA ARTIFICIAL.
DOI: 10.5281/zenodo.15330692
title: METADADOS UTILIZADOS NO ESTUDO SAÚDE DIGITAL E INTELIGÊNCIA ARTIFICIAL

description: METADADOS OBTIDOS A PARTIR DOS REGISTROS NA BASE DE DADOS SCOPUS E UTILIZADOS NA PESQUISA SAÚDE DIGITAL E INTELIGÊNCIA ARTIFICIAL.