cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6uvz72
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((105.221 -3.736837, 105.150588 -3.742401, 105.081907 -3.758956, 105.016645 -3.786094, 104.956409 -3.823149, 104.902679 -3.86921, 104.856777 -3.923143, 104.819836 -3.983622, 104.792764 -4.049158, 104.776232 -4.118141, 104.770647 -4.18887, 104.776152 -4.259606, 104.792612 -4.328606, 104.819626 -4.394171, 104.856531 -4.454686, 104.90242 -4.508658, 104.956163 -4.554758, 105.016436 -4.591848, 105.081755 -4.619015, 105.150508 -4.635588, 105.221 -4.641158, 105.291492 -4.635588, 105.360245 -4.619015, 105.425564 -4.591848, 105.485837 -4.554758, 105.53958 -4.508658, 105.585469 -4.454686, 105.622374 -4.394171, 105.649388 -4.328606, 105.665848 -4.259606, 105.671353 -4.18887, 105.665768 -4.118141, 105.649236 -4.049158, 105.622164 -3.983622, 105.585223 -3.923143, 105.539321 -3.86921, 105.485591 -3.823149, 105.425355 -3.786094, 105.360093 -3.758956, 105.291412 -3.742401, 105.221 -3.736837))"},{"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/0045081-251120083545085/datasets/export for details.
DOI: 10.15468/dl.3jkbpv
title: Occurrence Download

description: A dataset containing 7159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hedychium coronarium)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7159 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045079-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfw8vw
title: Occurrence Download

description: A dataset containing 452 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museo Entomológico Forestal de la Universidad de Chile"
 ]
}

 The dataset includes 452 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045083-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58101/nqjq-1w77
title: Parliamentary Debates on Europe at the Deutscher Bundestag (1998-2015)
DOI: 10.15468/dl.k86gfv
title: Occurrence Download

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

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045082-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17881973
title: Cloudy days, connected places: How internet connectivity transforms built-environment effects on female depression across vulnerability subgroups in England

description: This dataset contains spatial, environmental, and digital infrastructure indicators used to examine female depression patterns in England under sunny and cloudy conditions. It includes variables on broadband availability, connection performance, built environment characteristics, demographic composition, and vulnerability indices for unemployment, elderly population, and social grade groups. Depression-related mental health metrics are aggregated at local spatial levels and paired with weather classifications to support scenario-based analysis.
DOI: 10.5281/zenodo.17881974
title: Cloudy days, connected places: How internet connectivity transforms built-environment effects on female depression across vulnerability subgroups in England

description: This dataset contains spatial, environmental, and digital infrastructure indicators used to examine female depression patterns in England under sunny and cloudy conditions. It includes variables on broadband availability, connection performance, built environment characteristics, demographic composition, and vulnerability indices for unemployment, elderly population, and social grade groups. Depression-related mental health metrics are aggregated at local spatial levels and paired with weather classifications to support scenario-based analysis.
DOI: 10.5281/zenodo.17454571
title: Phylogenetic distribution of the PHA metabolism in the archaeal domain

description: This dataset contains the processed results of BLASTP searches against bacterial protein databases, parsed and annotated for downstream taxonomic analysis. XML output files from NCBI BLAST were converted to structured Excel format using a custom Python script. Each BLAST hit was filtered based on bit score (>100) and percent identity (>30%), and annotated with scientific name, accession, bit score, percent identity, alignment length, and E-value.

Taxonomic information (phylum, class, and order) was automatically retrieved from the NCBI Taxonomy database via the Entrez API and appended to each entry. The final Excel file includes multiple sheets:





Blast Hits – complete filtered BLAST dataset with taxonomy annotations.




Summary_Phylum, Summary_Class, Summary_Order – frequency summaries across all hits.




UniqueSpecies_Summary_Phylum, UniqueSpecies_Summary_Class, UniqueSpecies_Summary_Order – summaries calculated once per unique species to avoid redundancy.



All scripts were written in Python (using xml.etree.ElementTree, pandas, Bio.Entrez, and openpyxl) and executed with an NCBI-friendly query delay to ensure compliance with usage policies.

Author: Brendan Schroyen (Vrije Universiteit Brussel)
DOI: 10.5281/zenodo.17454570
title: Phylogenetic distribution of the PHA metabolism in the archaeal domain

description: This dataset contains the processed results of BLASTP searches against bacterial protein databases, parsed and annotated for downstream taxonomic analysis. XML output files from NCBI BLAST were converted to structured Excel format using a custom Python script. Each BLAST hit was filtered based on bit score (>100) and percent identity (>30%), and annotated with scientific name, accession, bit score, percent identity, alignment length, and E-value.

Taxonomic information (phylum, class, and order) was automatically retrieved from the NCBI Taxonomy database via the Entrez API and appended to each entry. The final Excel file includes multiple sheets:





Blast Hits – complete filtered BLAST dataset with taxonomy annotations.




Summary_Phylum, Summary_Class, Summary_Order – frequency summaries across all hits.




UniqueSpecies_Summary_Phylum, UniqueSpecies_Summary_Class, UniqueSpecies_Summary_Order – summaries calculated once per unique species to avoid redundancy.



All scripts were written in Python (using xml.etree.ElementTree, pandas, Bio.Entrez, and openpyxl) and executed with an NCBI-friendly query delay to ensure compliance with usage policies.

Author: Brendan Schroyen (Vrije Universiteit Brussel)
DOI: 10.5281/zenodo.17160783
title: Supplements for Do coupled megathrusts rupture

description: The codebase_coupling.zip archive contains the main codebase and coupling datasets, along with documentation explaining how to use finite-fault models and coupling data to sample each other, plot results, and compute CDFs (using seaborn).The additional ZIP files provide Parquet files with pre-sampled data and their corresponding coupling values, which were used to generate the published CDFs.
DOI: 10.5281/zenodo.17160782
title: Supplements for Do coupled megathrusts rupture

description: The codebase_coupling.zip archive contains the main codebase and coupling datasets, along with documentation explaining how to use finite-fault models and coupling data to sample each other, plot results, and compute CDFs (using seaborn).The additional ZIP files provide Parquet files with pre-sampled data and their corresponding coupling values, which were used to generate the published CDFs.
DOI: 10.15468/dl.dwfsvf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((105.439 -3.676836, 105.368593 -3.6824, 105.299916 -3.698955, 105.234659 -3.726094, 105.174427 -3.763149, 105.120701 -3.80921, 105.074803 -3.863144, 105.037865 -3.923623, 105.010796 -3.98916, 104.994265 -4.058142, 104.988681 -4.128872, 104.994186 -4.199608, 105.010646 -4.268608, 105.037658 -4.334173, 105.074561 -4.394687, 105.120446 -4.448659, 105.174185 -4.494759, 105.234453 -4.531849, 105.299766 -4.559016, 105.368514 -4.575588, 105.439 -4.581159, 105.509486 -4.575588, 105.578234 -4.559016, 105.643547 -4.531849, 105.703815 -4.494759, 105.757554 -4.448659, 105.803439 -4.394687, 105.840342 -4.334173, 105.867354 -4.268608, 105.883814 -4.199608, 105.889319 -4.128872, 105.883735 -4.058142, 105.867204 -3.98916, 105.840135 -3.923623, 105.803197 -3.863144, 105.757299 -3.80921, 105.703573 -3.763149, 105.643341 -3.726094, 105.578084 -3.698955, 105.509407 -3.6824, 105.439 -3.676836))"},{"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/0045084-251120083545085/datasets/export for details.
DOI: 10.3886/e241122
title: HIFLD OPEN Historical Significant Earthquake Locations

description: The Significant Earthquake Database is a global listing of over 5,700 earthquakes from 2150 BC to the present. A significant earthquake is classified as one that meets at least one of the following criteria: caused deaths, caused moderate damage (approximately $1 million or more), magnitude 7.5 or greater, Modified Mercalli Intensity (MMI) X or greater, or the earthquake generated a tsunami. The database provides information on the date and time of occurrence, latitude and longitude, focal depth, magnitude, maximum MMI intensity, and socio-economic data such as the total number of casualties, injuries, houses destroyed, and houses damaged, and damage estimates. References, political geography, and additional comments are also provided for each earthquake. If the earthquake was associated with a tsunami or volcanic eruption, it is flagged and linked to the related tsunami event or significant volcanic eruption. More information about the Significant Earthquake Database is available from the NCEI.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025<br>
DOI: 10.3886/e241122v1
title: HIFLD OPEN Historical Significant Earthquake Locations

description: The Significant Earthquake Database is a global listing of over 5,700 earthquakes from 2150 BC to the present. A significant earthquake is classified as one that meets at least one of the following criteria: caused deaths, caused moderate damage (approximately $1 million or more), magnitude 7.5 or greater, Modified Mercalli Intensity (MMI) X or greater, or the earthquake generated a tsunami. The database provides information on the date and time of occurrence, latitude and longitude, focal depth, magnitude, maximum MMI intensity, and socio-economic data such as the total number of casualties, injuries, houses destroyed, and houses damaged, and damage estimates. References, political geography, and additional comments are also provided for each earthquake. If the earthquake was associated with a tsunami or volcanic eruption, it is flagged and linked to the related tsunami event or significant volcanic eruption. More information about the Significant Earthquake Database is available from the NCEI.
description: Archived from the HIFLD Open GIS data repository, which was deactivated on August 26, 2025<br>
DOI: 10.15468/dl.762mvt
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eunice indica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 404 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045088-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2ntua
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Triatoma dimidiata"
 ]
}

 The dataset includes 310 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045086-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58101/9pmz-xx24
title: Parliamentary Debates on Europe at the House of Commons (1998-2015)
DOI: 10.15468/dl.pc48df
title: Occurrence Download

description: A dataset containing 34998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Baccharis halimifolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 34998 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045085-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khe4pt
title: Occurrence Download

description: A dataset containing 3630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cypraea tigris"
 ]
}

 The dataset includes 3630 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045087-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypf44t
title: Occurrence Download

description: A dataset containing 2932281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apidae, Andrenidae, Halictidae, Megachilidae, Colletidae, Melittidae)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 2932281 records from 1503 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045036-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twxmm2
title: Occurrence Download

description: A dataset containing 2847 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Spodoptera frugiperda"
 ]
}

 The dataset includes 2847 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053206-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd4e7m
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON ((-3.270145 37.18109, -3.269964 37.18097, -3.269776 37.18086, -3.269582 37.18075, -3.26938 37.18066, -3.269173 37.18057, -3.26896 37.1805, -3.268743 37.18043, -3.268522 37.18037, -3.268297 37.18032, -3.268069 37.18028, -3.267838 37.18025, -3.267606 37.18023, -3.267373 37.18021, -3.267139 37.18021, -3.266906 37.18022, -3.266673 37.18024, -3.266442 37.18026, -3.266213 37.1803, -3.265986 37.18035, -3.264255 37.18073, -3.264034 37.18079, -3.263817 37.18085, -3.263605 37.18092, -3.263397 37.181, -3.263195 37.18109, -3.262999 37.18119, -3.262809 37.1813, -3.262627 37.18141, -3.262452 37.18153, -3.262285 37.18166, -3.262127 37.18179, -3.261977 37.18193, -3.261836 37.18208, -3.261706 37.18223, -3.261585 37.18239, -3.261474 37.18255, -3.261374 37.18271, -3.261285 37.18288, -3.261207 37.18306, -3.26114 37.18323, -3.260598 37.18481, -3.260548 37.18496, -3.260508 37.18513, -3.260151 37.18673, -3.260116 37.18691, -3.260093 37.1871, -3.260083 37.18729, -3.260084 37.18747, -3.260099 37.18766, -3.260125 37.18785, -3.260164 37.18803, -3.260215 37.18822, -3.260278 37.1884, -3.260353 37.18858, -3.26044 37.18875, -3.260537 37.18892, -3.260646 37.18909, -3.260766 37.18925, -3.260897 37.18941, -3.261037 37.18956, -3.261187 37.1897, -3.261347 37.18984, -3.261515 37.18997, -3.261692 37.1901, -3.261877 37.19021, -3.262069 37.19032, -3.262268 37.19042, -3.262474 37.19051, -3.262685 37.1906, -3.262902 37.19067, -3.263123 37.19074, -3.263348 37.19079, -3.263576 37.19084, -3.263807 37.19088, -3.264041 37.1909, -3.264276 37.19092, -3.264511 37.19093, -3.264747 37.19093, -3.264982 37.19092, -3.265217 37.19089, -3.265449 37.19086, -3.265679 37.19082, -3.265906 37.19077, -3.266129 37.19071, -3.266348 37.19064, -3.266562 37.19056, -3.266771 37.19047, -3.266973 37.19038, -3.267202 37.19026, -3.267396 37.19016, -3.267584 37.19005, -3.267764 37.18993, -3.267936 37.1898, -3.268099 37.18967, -3.268253 37.18953, -3.268398 37.18938, -3.268534 37.18923, -3.268659 37.18907, -3.271179 37.18571, -3.271293 37.18554, -3.271396 37.18538, -3.271488 37.18521, -3.271569 37.18504, -3.271639 37.18486, -3.271697 37.18468, -3.271744 37.1845, -3.271778 37.18432, -3.271801 37.18413, -3.271812 37.18395, -3.271811 37.18376, -3.271798 37.18358, -3.271773 37.1834, -3.271736 37.18321, -3.271688 37.18303, -3.271628 37.18285, -3.271556 37.18268, -3.271473 37.18251, -3.271379 37.18234, -3.271274 37.18217, -3.271158 37.18201, -3.271033 37.18186, -3.270897 37.18171, -3.270752 37.18156, -3.270598 37.18142, -3.270435 37.18129, -3.270263 37.18117, -3.270145 37.18109))"
 ]
}

 The dataset includes 309 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053205-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdf5kq
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrocoptes auriceps",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 69 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053203-250827131500795/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.30101071
title: <b>The rise and fall of serum androgens triggers prostate cancer in rats</b>

description: The data include animal certification, ethical approval, measurements of serum testosterone and dihydrotestosterone (DHT) in rats, body weight records, gross appearance and weight of the prostate, group photos of the resected epididymal-testes specimens, and surgical recordings of the castration procedure.
DOI: 10.6084/m9.figshare.30101071.v1
title: <b>The rise and fall of serum androgens triggers prostate cancer in rats</b>

description: The data include animal certification, ethical approval, measurements of serum testosterone and dihydrotestosterone (DHT) in rats, body weight records, gross appearance and weight of the prostate, group photos of the resected epididymal-testes specimens, and surgical recordings of the castration procedure.
DOI: 10.15468/dl.e8n89y
title: Occurrence Download

description: A dataset containing 14940 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Koelreuteria paniculata"
 ]
}

 The dataset includes 14940 records from 458 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053207-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eaw6jw
title: Occurrence Download

description: A dataset containing 13077 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laburnum alpinum"
 ]
}

 The dataset includes 13077 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053208-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wk2yxm
title: Occurrence Download

description: A dataset containing 10394 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melaleuca uncinata"
 ]
}

 The dataset includes 10394 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053209-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/tzcnyr
title: Phenological Data of Rice Cross Pollination - 2023

description: This is the first record of the extent of the overlap of flower exposure durations of 25 pairs of outcrossing rice florets.
DOI: 10.15468/dl.v3ydna
title: Occurrence Download

description: A dataset containing 92486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Garrulus glandarius",
 "Year 2025-2025"
 ]
}

 The dataset includes 92486 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053162-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctypx4
title: Occurrence Download

description: A dataset containing 915 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adenophora gmelinii"
 ]
}

 The dataset includes 915 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053211-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.