cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4kh4qg
title: Occurrence Download

description: A dataset containing 747 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.641 2.277179, 103.570682 2.27161, 103.502097 2.255042, 103.436935 2.227882, 103.376802 2.1908, 103.323178 2.144709, 103.277385 2.090746, 103.240549 2.030239, 103.213577 1.964679, 103.197131 1.895681, 103.191616 1.824944, 103.197166 1.754209, 103.213643 1.685219, 103.24064 1.619671, 103.277491 1.55918, 103.32329 1.505233, 103.376908 1.45916, 103.437026 1.422093, 103.502163 1.394945, 103.570717 1.378385, 103.641 1.372819, 103.711283 1.378385, 103.779837 1.394945, 103.844974 1.422093, 103.905092 1.45916, 103.95871 1.505233, 104.004509 1.55918, 104.04136 1.619671, 104.068357 1.685219, 104.084834 1.754209, 104.090384 1.824944, 104.084869 1.895681, 104.068423 1.964679, 104.041451 2.030239, 104.004615 2.090746, 103.958822 2.144709, 103.905198 2.1908, 103.845065 2.227882, 103.779903 2.255042, 103.711318 2.27161, 103.641 2.277179))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 747 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002802-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r22t45
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tabanus mandarinus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 134 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002803-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18312943
title: Sisyrinchium L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.5281/zenodo.18312942
title: Sisyrinchium L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.6084/m9.figshare.12280547
title: BeeWalk dataset 2008-25

description: DESCRIPTIONFocussed on bees in the genus Bombus (bumblebees) and Apis mellifera (honeybees), with occasional records of other bee species. No particular intentional bias in habitats surveyed.GEOGRAPHIC DESCRIPTIONThe BeeWalk survey covers Great Britain (but not Northern Ireland). Recording effort is biased towards Somerset, South Wales and the Scottish central belt as a result of publicity pushes, but East Anglia, Cornwall, north/mid Wales and north-west Scotland are somewhat under-represented in the dataset. Records within this dataset are generally collected at 100m resolution.PURPOSERecords were collected with the aim of better understanding the abundance and distribution of British bumblebee species, and creating an index of abundance in the same way as has been done for butterflies with the UKBMS dataset.DATA QUALITYData are collected by volunteers whose identification abilities will vary. Frequent bumblebee ID training courses are provided for volunteers, identification resources are provided on the project website, and the category 'indeterminate bumblebee' is provided as a catch-all for bees where the identification is uncertain. Trials carried out as part of the NPPMF project have found that volunteer's error rate using the BeeWalk methodology is not significantly different to that of an expert. Photographs and/or specimens are not required for each sighting, but unusual sightings (rare or difficult-to-identify species) are checked by referral to the recorder unless they are known to be experts. The dataset has been validated and verified using the NBN Record Cleaner, and as a consequence some erroneous grid references have been corrected and records outside their range have been checked and confirmed by an expert after referral to the original recorder, or downgraded to 'indeterminate bumblebee' where no evidence could be provided. The cryptic Bombus lucorum complex are treated as B. lucorum sensu lato, and only queens and males of B. terrestris & B. lucorum (sl) are recorded to species (indistinguishable workers are treated as the aggregate species terrestris/lucorum).METHODSVolunteers walk a set transect on a monthly basis between March and October (inclusive), recording all bumblebees seen within a 4m x 4m 2m 'recording box' in front of the recorder (see www.beewalk.org.uk for full details). Photographs are not submitted in support of all records, but netting and photographing bumblebees to help ID is encouraged. BBCT also run a series of ID training events aimed at BeeWalkers to upskill volunteers. Records submitted are validated and their distribution verified using the NBN Record Cleaner with verification rules from the Bees, Wasps and Ants Recording Society. Records which fail verification or validation checks are referred back to recorders for further evidence.
DOI: 10.6084/m9.figshare.12280547.v7
title: BeeWalk dataset 2008-25

description: DESCRIPTIONFocussed on bees in the genus Bombus (bumblebees) and Apis mellifera (honeybees), with occasional records of other bee species. No particular intentional bias in habitats surveyed.GEOGRAPHIC DESCRIPTIONThe BeeWalk survey covers Great Britain (but not Northern Ireland). Recording effort is biased towards Somerset, South Wales and the Scottish central belt as a result of publicity pushes, but East Anglia, Cornwall, north/mid Wales and north-west Scotland are somewhat under-represented in the dataset. Records within this dataset are generally collected at 100m resolution.PURPOSERecords were collected with the aim of better understanding the abundance and distribution of British bumblebee species, and creating an index of abundance in the same way as has been done for butterflies with the UKBMS dataset.DATA QUALITYData are collected by volunteers whose identification abilities will vary. Frequent bumblebee ID training courses are provided for volunteers, identification resources are provided on the project website, and the category 'indeterminate bumblebee' is provided as a catch-all for bees where the identification is uncertain. Trials carried out as part of the NPPMF project have found that volunteer's error rate using the BeeWalk methodology is not significantly different to that of an expert. Photographs and/or specimens are not required for each sighting, but unusual sightings (rare or difficult-to-identify species) are checked by referral to the recorder unless they are known to be experts. The dataset has been validated and verified using the NBN Record Cleaner, and as a consequence some erroneous grid references have been corrected and records outside their range have been checked and confirmed by an expert after referral to the original recorder, or downgraded to 'indeterminate bumblebee' where no evidence could be provided. The cryptic Bombus lucorum complex are treated as B. lucorum sensu lato, and only queens and males of B. terrestris & B. lucorum (sl) are recorded to species (indistinguishable workers are treated as the aggregate species terrestris/lucorum).METHODSVolunteers walk a set transect on a monthly basis between March and October (inclusive), recording all bumblebees seen within a 4m x 4m 2m 'recording box' in front of the recorder (see www.beewalk.org.uk for full details). Photographs are not submitted in support of all records, but netting and photographing bumblebees to help ID is encouraged. BBCT also run a series of ID training events aimed at BeeWalkers to upskill volunteers. Records submitted are validated and their distribution verified using the NBN Record Cleaner with verification rules from the Bees, Wasps and Ants Recording Society. Records which fail verification or validation checks are referred back to recorders for further evidence.
DOI: 10.6084/m9.figshare.12280547.v6
title: BeeWalk dataset 2008-24

description: DESCRIPTIONFocussed on bees in the genus Bombus (bumblebees) and Apis (honeybees), with occasional records of other bee species. No particular intentional bias in habitats surveyed.GEOGRAPHIC DESCRIPTIONThe BeeWalk survey covers Great Britain (but not Northern Ireland). Recording effort is biased towards Somerset, South Wales and the Scottish central belt as a result of publicity pushes, but East Anglia, Cornwall, north/mid Wales and north-west Scotland are somewhat under-represented in the dataset. Records within this dataset are generally collected at 100m resolution.PURPOSERecords were collected with the aim of better understanding the abundance and distribution of British bumblebee species, and creating an index of abundance in the same way as has been done for butterflies with the UKBMS dataset.DATA QUALITYData are collected by volunteers whose identification abilities will vary. Frequent bumblebee ID training courses are provided for volunteers, identification resources are provided on the project website, and the category 'indeterminate bumblebee' is provided as a catch-all for bees where the identification is uncertain. Trials carried out as part of the NPPMF project have found that volunteer's error rate using the BeeWalk methodology is not significantly different to that of an expert. Photographs and/or specimens are not required for each sighting, but unusual sightings (rare or difficult-to-identify species) are checked by referral to the recorder unless they are known to be experts. The dataset has been validated and verified using the NBN Record Cleaner, and as a consequence some erroneous grid references have been corrected and records outside their range have been checked and confirmed by an expert after referral to the original recorder, or downgraded to 'indeterminate bumblebee' where no evidence could be provided. The cryptic Bombus lucorum complex are treated as B. lucorum sensu lato, and only queens and males of B. terrestris & B. lucorum (sl) are recorded to species (indistinguishable workers are treated as the aggregate species terrestris/lucorum).METHODSVolunteers walk a set transect on a monthly basis between March and October (inclusive), recording all bumblebees seen within a 4m x 4m 2m 'recording box' in front of the recorder (see www.beewalk.org.uk for full details). Photographs are not submitted in support of all records, but netting and photographing bumblebees to help ID is encouraged. BBCT also run a series of ID training events aimed at BeeWalkers to upskill volunteers. Records submitted are validated and their distribution verified using the NBN Record Cleaner with verification rules from the Bees, Wasps and Ants Recording Society. Records which fail verification or validation checks are referred back to recorders for further evidence.
DOI: 10.5281/zenodo.18312957
title: Sisyrinchium avenaceum Klatt. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.5281/zenodo.18312956
title: Sisyrinchium avenaceum Klatt. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.15468/dl.aphesd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((112.862 -1.136818, 112.791723 -1.142384, 112.723176 -1.158945, 112.658045 -1.186094, 112.597934 -1.223161, 112.544322 -1.269236, 112.498529 -1.323184, 112.461683 -1.383676, 112.43469 -1.449225, 112.418218 -1.518216, 112.412671 -1.588951, 112.418187 -1.659688, 112.434633 -1.728686, 112.461603 -1.794245, 112.498436 -1.854751, 112.544224 -1.908714, 112.597841 -1.954803, 112.657966 -1.991885, 112.723118 -2.019044, 112.791693 -2.035612, 112.862 -2.04118, 112.932307 -2.035612, 113.000882 -2.019044, 113.066034 -1.991885, 113.126159 -1.954803, 113.179776 -1.908714, 113.225564 -1.854751, 113.262397 -1.794245, 113.289367 -1.728686, 113.305813 -1.659688, 113.311329 -1.588951, 113.305782 -1.518216, 113.28931 -1.449225, 113.262317 -1.383676, 113.225471 -1.323184, 113.179678 -1.269236, 113.126066 -1.223161, 113.065955 -1.186094, 113.000824 -1.158945, 112.932277 -1.142384, 112.862 -1.136818))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002804-260119153935675/datasets/export for details.
DOI: 10.5281/zenodo.18312951
title: COVID-19-Todesfälle in Deutschland

description: Im Datensatz "COVID-19-Todesfälle in Deutschland" des Robert Koch-Instituts werden täglich aktualisierte Informationen zu COVID-19-bedingten Todesfällen in Deutschland bereitgestellt. Die Datenerhebung erfolgt im Rahmen des Infektionsschutzgesetzes (IfSG). Der Datensatz umfasst aggregierte Todesfallzahlen nach Berichtsdatum, Altersgruppen und Bundesländern und wird ergänzt durch den Fall-Verstorbenen-Anteil. Der Datensatz ermöglicht fundierte Analysen zur Bewertung der Krankheitsschwere und Verbreitung von COVID-19 in Deutschland.
DOI: 10.15468/dl.57j84n
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viola stagnina, Viola stagnina, Viola persicifolia, Viola persicifolia, Viola persicifolia)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002805-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18312975
title: Sisymbrium officinale (L.) Scop. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.5281/zenodo.18312976
title: Sisymbrium officinale (L.) Scop. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.15468/dl.qg58ja
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.463 2.286179, 103.392682 2.28061, 103.324096 2.264042, 103.258934 2.236882, 103.1988 2.1998, 103.145176 2.153709, 103.099383 2.099745, 103.062547 2.039238, 103.035574 1.973679, 103.019129 1.90468, 103.013614 1.833943, 103.019164 1.763209, 103.035641 1.694219, 103.062638 1.628671, 103.09949 1.568179, 103.145289 1.514233, 103.198907 1.46816, 103.259025 1.431093, 103.324163 1.403945, 103.392717 1.387385, 103.463 1.381819, 103.533283 1.387385, 103.601837 1.403945, 103.666975 1.431093, 103.727093 1.46816, 103.780711 1.514233, 103.82651 1.568179, 103.863362 1.628671, 103.890359 1.694219, 103.906836 1.763209, 103.912386 1.833943, 103.906871 1.90468, 103.890426 1.973679, 103.863453 2.039238, 103.826617 2.099745, 103.780824 2.153709, 103.7272 2.1998, 103.667066 2.236882, 103.601904 2.264042, 103.533318 2.28061, 103.463 2.286179))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002806-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpdreg
title: Occurrence Download

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

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002807-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/1590
title: Nanomachine Networks: Functional All-Enzyme Hydrogels from Photochemical Cross-Linking of Glucose Oxidase - Dataset

description: Enzymes are attractive as catalysts due to their specificity and biocompatibility, however their use in industrial and biomedical applications is limited by stability. Here we present a facile approach for enzyme immobilisation within ‘all-enzyme’ hydrogels by forming photochemical covalent cross-links between glucose oxidase. We demonstrate their mechanical properties are dependent on enzyme concentration and the dimeric nature of glucose oxidase results in unusual gel formation behaviour. We quantify enzyme activity of the hydrogel using the Trinder assay. Employing a 1D modelling approach to understand these experimental data shows that the Michaelis constant KM increases, from 18.6 mM to 41 mM and enzymatic specific activity reduces from 137.4 U/mg to 68 U/mg upon hydrogel formation. We suggest that these effects are due to forces on the individual nanoscale enzymes during network formation. This approach provides enormous potential for producing biocatalytic materials with tuneable mechanical properties and high volumetric productivity.
DOI: 10.15468/dl.6bstey
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Epilobium parviflorum",
 "Year 1970-2000"
 ]
}

 The dataset includes 65 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002808-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5ccsb
title: Occurrence Download

description: A dataset containing 150000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Lithuania",
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year is one of (2021, 2024)"
 ]
}

 The dataset includes 150000 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002769-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bekkxq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.204 -1.134818, 103.133723 -1.140384, 103.065176 -1.156945, 103.000045 -1.184094, 102.939934 -1.221161, 102.886322 -1.267236, 102.840529 -1.321184, 102.803683 -1.381677, 102.776691 -1.447225, 102.760218 -1.516216, 102.754671 -1.586951, 102.760188 -1.657688, 102.776633 -1.726686, 102.803604 -1.792245, 102.840436 -1.852751, 102.886224 -1.906714, 102.939841 -1.952803, 102.999966 -1.989885, 103.065118 -2.017044, 103.133693 -2.033612, 103.204 -2.03918, 103.274307 -2.033612, 103.342882 -2.017044, 103.408034 -1.989885, 103.468159 -1.952803, 103.521776 -1.906714, 103.567564 -1.852751, 103.604396 -1.792245, 103.631367 -1.726686, 103.647812 -1.657688, 103.653329 -1.586951, 103.647782 -1.516216, 103.631309 -1.447225, 103.604317 -1.381677, 103.567471 -1.321184, 103.521678 -1.267236, 103.468066 -1.221161, 103.407955 -1.184094, 103.342824 -1.156945, 103.274277 -1.140384, 103.204 -1.134818))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002809-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hj46da
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)",
 "Geometry POLYGON((98.3 22,121.6 22,121.6 34.3,98.3 34.3,98.3 22))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cercidiphyllum japonicum, Cercidiphyllum japonicum, Cercidiphyllum japonicum)"
 ]
}

 The dataset includes 174 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002810-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18130252
title: Data of "Ventilation and low pollution enhancing new particle formation in Milan, Italy"

description: The files include the particle number size distribution data presented in the article "Ventilation and low pollution enhancing new particle formation in Milan, Italy". Specifically, the datasets refer to:



particle number size distributions measured with the nCNC

particle number size distributions measured with the SMPS

particle number size distributions measured with the NAIS


All files are in UTC+1. All data have been preprocessed as described in the article, except for the application of the NAIS scaling factor.