cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gm8uwm
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptotaulius gracilis"
 ]
}

 The dataset includes 76 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003851-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.dfbb73k9
title: Crocuta crocuta Stylopode et Zeugopode posterieur

description: Ensemble d'images d'os et/ou de données relatives à l'ostéothèque 3D du LAMPEA (Aix Marseille Université, CNRS, ministère de la Culture)
DOI: 10.6084/m9.figshare.28447802
title: Urban freshwater salinization reshapes <i>Erythemis simplicicollis</i> (Odonata: Libellulidae) life history timing and predator-prey interactions

description: Road salt pollution is a major threat for aquatic organisms living in cities, yet few studies have investigated the impacts of salt pollution across life history transitions. We investigated the sub-lethal impacts of road salt pollution on <i>Erythemis simplicicollis </i>dragonflies across their larval to adult transition. We reared larvae at 0g/L, 1g/L, and 3g/L of road salt and assessed larval foraging activity, immune strength, growth rate, morphology, and adult emergence timing and success. Salt exposure significantly reduced larval foraging rate and accelerated adult emergence, which may have widespread consequences for aquatic ecosystems experiencing road salt pollution.To access data, please download and unzip "Bodmer & Murray et al. 2026 - Environmental Entomology.zip" folder. Opening the "Erythemis simplicicollis - Road Salt.Rproj" Rproject file will allow you to access all files within RStudio without the need to set a new working directory.
DOI: 10.6084/m9.figshare.28447802.v1
title: Urban freshwater salinization reshapes <i>Erythemis simplicicollis</i> (Odonata: Libellulidae) life history timing and predator-prey interactions

description: Road salt pollution is a major threat for aquatic organisms living in cities, yet few studies have investigated the impacts of salt pollution across life history transitions. We investigated the sub-lethal impacts of road salt pollution on <i>Erythemis simplicicollis </i>dragonflies across their larval to adult transition. We reared larvae at 0g/L, 1g/L, and 3g/L of road salt and assessed larval foraging activity, immune strength, growth rate, morphology, and adult emergence timing and success. Salt exposure significantly reduced larval foraging rate and accelerated adult emergence, which may have widespread consequences for aquatic ecosystems experiencing road salt pollution.To access data, please download and unzip "Bodmer & Murray et al. 2026 - Environmental Entomology.zip" folder. Opening the "Erythemis simplicicollis - Road Salt.Rproj" Rproject file will allow you to access all files within RStudio without the need to set a new working directory.
DOI: 10.6084/m9.figshare.28447802.v2
title: Urban freshwater salinization reshapes <i>Erythemis simplicicollis</i> (Odonata: Libellulidae) life history timing and predator-prey interactions

description: Road salt pollution is a major threat for aquatic organisms living in cities, yet few studies have investigated the impacts of salt pollution across life history transitions. We investigated the sub-lethal impacts of road salt pollution on <i>Erythemis simplicicollis </i>dragonflies across their larval to adult transition. We reared larvae at 0g/L, 1g/L, and 3g/L of road salt and assessed larval foraging activity, immune strength, growth rate, morphology, and adult emergence timing and success. Salt exposure significantly reduced larval foraging rate and accelerated adult emergence, which may have widespread consequences for aquatic ecosystems experiencing road salt pollution.To access data, please download and unzip "Bodmer & Murray et al. 2026 - Environmental Entomology.zip" folder. Opening the "Erythemis simplicicollis - Road Salt.Rproj" Rproject file will allow you to access all files within RStudio without the need to set a new working directory.
DOI: 10.18419/darus-5728
title: Precipitable Water Vapor Tables from ECMWF ERA5 Re-Analysis for SOFIA FIFI-LS Flights

description: &lt;h3&gt;SOFIA Precipitable Water Vapor (PWV) Products for all flights with FIFI-LS between the year 2014 and 2022.&lt;/h3&gt;

&lt;p&gt;
Each FITS file contains a HDU "DATA", which is a binary table extension with columns for
Precipitable Water Vapor (PWV), Longitude, Latitude and Atmospheric Pressure
as a function of in-flight time. The source for positional data
is the primary GPS sensor of SOFIA (see POSSRC keyword).
PWV values were derived from the ERA5 Re-Analysis from ECMWF
(Hersbach, H., 2020, &lt;a href="https://doi.org/10.1002/qj.3803"&gt;DOI:10.1002/qj.3803&lt;/a&gt;).
&lt;/p&gt;

&lt;p&gt;
&lt;b&gt;Note:&lt;/b&gt; For use of PWV values for atmospheric transmission correction
by the instrument pipeline software, a specific instrument dependent
conversion must be performed. Please refer to the respective
documentation in the SOFIA Redux module for FIFI-LS for further details.
&lt;/p&gt;

&lt;p&gt;
Derivation of the ECMWF PWV values and specific instrument
correlations for FIFI-LS are explained in detail in, e.g.,
Fischer et al., 2021, &lt;a href="https://doi.org/10.1088/1538-3873/abf1ca"&gt;DOI:10.1088/1538-3873/abf1ca&lt;/a&gt; and
Iserlohe et al., 2021, &lt;a href="https://doi.org/10.1088/1538-3873/abef76"&gt;DOI:10.1088/1538-3873/abef76&lt;/a&gt;.
&lt;/p&gt;

&lt;p&gt;
Percentiles, &lt;em&gt;Pk&lt;/em&gt;, for given geographical position and flight altitude
of SOFIA and season of the observations are derived
from a 10 year statistics presented in
Iserlohe et al., 2022, &lt;a href="https://doi.org/10.1088/1538-3873/ac82c5"&gt;DOI:10.1088/1538-3873/ac82c5&lt;/a&gt;.
&lt;em&gt;Pk&lt;/em&gt; means that there is a &lt;em&gt;k&lt;/em&gt;% probability of observing a PWV value less than &lt;em&gt;Pk&lt;/em&gt; in flight.
&lt;/p&gt;

&lt;p&gt;
The FITS files also contain some water vapor maps of the region of the flight path for data validation purposes.
&lt;/p&gt;
DOI: 10.15468/dl.k5rxzb
title: Occurrence Download

description: A dataset containing 11931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phaenopsectra",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11931 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003852-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18744133
title: CO074-148---- (FAIR Digital Object)
DOI: 10.5281/zenodo.18724635
title: CO074-148---- (FAIR Digital Object)
DOI: 10.15468/dl.qy8a7m
title: Occurrence Download

description: A dataset containing 276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnephilus algosus"
 ]
}

 The dataset includes 276 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003855-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdusjs
title: Occurrence Download

description: A dataset containing 13032 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnephilus affinis"
 ]
}

 The dataset includes 13032 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003854-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sb5jsa
title: Occurrence Download

description: A dataset containing 400402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Scutellaria"
 ]
}

 The dataset includes 400402 records from 1989 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003793-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kefnpb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026075-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.seruh7
title: Occurrence Download

description: A dataset containing 9396 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is White-tailed eagle reintroduction in Scotland, 1975 onwards - Sightings data"
 ]
}

 The dataset includes 9396 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159286-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6g6ut
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((8.05146 38.77329,9.89782 38.77329,9.89782 41.29593,8.05146 41.29593,8.05146 38.77329))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pica pica (Linnaeus, 1758)"
 ]
}

 The dataset includes 62 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027959-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x61xvl
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005269-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3up683
title: Occurrence Download

description: A dataset containing 42027050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Month is November",
 "Year 2010-2020"
 ]
}

 The dataset includes 42027050 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146885-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nskdsr
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034204-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5e9uw
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((89.81888 16.93066,125.18112 16.93066,125.18112 31.06934,89.81888 31.06934,89.81888 16.93066))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Excentrodendron hsienmu (Chun & F.C.How) Hung T.Chang & R.H.Miao"
 ]
}

 The dataset includes 54 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027648-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmnewe
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023907-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q47fbe
title: Occurrence Download

description: A dataset containing 46675740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Month is October",
 "Year 2010-2020"
 ]
}

 The dataset includes 46675740 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146884-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ya0gm8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 0 records from 19790 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034000-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3gtsf
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium orientale",
 "Country is Albania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005594-250717081556266/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/12505957
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.g4ygnv
title: Occurrence Download

description: A dataset containing 2 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 (Setophaga pensylvanica)",
 "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 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005598-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckc3pa
title: Occurrence Download

description: A dataset containing 2669 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pycnanthemum verticillatum"
 ]
}

 The dataset includes 2669 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005595-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9qdet
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum evinense"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005596-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dt63dv
title: Occurrence Download

description: A dataset containing 8133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula rapunculoides",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8133 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005597-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16052666
title: Contextualizing Trustworthy AI Principles for Practitioners

description: This is the replication package for the paper titled: "[Insert Paper Title Here]". The package includes all necessary materials to reproduce the study and analysis presented in the paper. It consists of the following files:
DOI: 10.15468/dl.8qgvu4
title: Occurrence Download

description: A dataset containing 18119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula rapunculoides",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18119 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005599-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16082740
title: IPEM AI in MPCE Survey Dataset

description: This dataset provies the complete anonymised responses to the IPEM survey on Artificial Intelligence in  Medical Physics and Clinical Engineering conducted in 2024. This dataset accompanies the paper entitled "IPEM topical report: results of a 2024 UK survey of artificial intelligence in medical physics and clinical engineering" published in Physics in Medicine and Biology 2025 Jul 9;70(14). doi: 10.1088/1361-6560/ade92b.
DOI: 10.5281/zenodo.16082741
title: IPEM AI in MPCE Survey Dataset

description: This dataset provies the complete anonymised responses to the IPEM survey on Artificial Intelligence in  Medical Physics and Clinical Engineering conducted in 2024. This dataset accompanies the paper entitled "IPEM topical report: results of a 2024 UK survey of artificial intelligence in medical physics and clinical engineering" published in Physics in Medicine and Biology 2025 Jul 9;70(14). doi: 10.1088/1361-6560/ade92b.
DOI: 10.15468/dl.smpcch
title: Occurrence Download

description: A dataset containing 7316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula rapunculoides",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7316 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005600-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjnjv3
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium orientale",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 170 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005602-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djk6fu
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum pseudomouradicum"
 ]
}

 The dataset includes 37 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005601-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16082972
title: Elucidating the biosurfactant potential of Bacillus strains: a study of structure and function in food applications

description: This study explores the isolation and characterisation of biosurfactant-producing Bacillus strains. Four β-hemolytic isolates Bacillus velezensis (H6), Bacillus subtilis (S15 and S4), and Bacillus cereus (S32) were identified as potential biosurfactant producers. Among them, strain H6 showed the highest activity, reducing surface tension by 35 mN/m. This surface activity was further supported by FTIR analysis, which confirmed the lipopeptide nature of the compounds. In addition, thermogravimetric analysis indicated the thermal stability up to 140–190 °C. The biosurfactants also exhibited low critical micelle concentration values (0.3–0.5 g/L) outperformed sodium dodecyl sulphate and confirming their strong surface-active potential. Liquid chromatography–tandem mass spectrometry revealed diverse lipopeptide families, including surfactins, iturins, and fengycins, with strain H6 producing the highest levels. Overall, the biosurfactants displayed excellent functional properties, achieving up to 90% emulsification and foaming activity, which highlights their applicability in industrial sectors, particularly in food processing.
DOI: 10.5281/zenodo.16082971
title: Elucidating the biosurfactant potential of Bacillus strains: a study of structure and function in food applications

description: This study explores the isolation and characterisation of biosurfactant-producing Bacillus strains. Four β-hemolytic isolates Bacillus velezensis (H6), Bacillus subtilis (S15 and S4), and Bacillus cereus (S32) were identified as potential biosurfactant producers. Among them, strain H6 showed the highest activity, reducing surface tension by 35 mN/m. This surface activity was further supported by FTIR analysis, which confirmed the lipopeptide nature of the compounds. In addition, thermogravimetric analysis indicated the thermal stability up to 140–190 °C. The biosurfactants also exhibited low critical micelle concentration values (0.3–0.5 g/L) outperformed sodium dodecyl sulphate and confirming their strong surface-active potential. Liquid chromatography–tandem mass spectrometry revealed diverse lipopeptide families, including surfactins, iturins, and fengycins, with strain H6 producing the highest levels. Overall, the biosurfactants displayed excellent functional properties, achieving up to 90% emulsification and foaming activity, which highlights their applicability in industrial sectors, particularly in food processing.
DOI: 10.15468/dl.xwdjth
title: Occurrence Download

description: A dataset containing 523 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physaria spatulata"
 ]
}

 The dataset includes 523 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005604-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.