cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ngjpx7
title: Occurrence Download

description: A dataset containing 2298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Desmognathus apalachicolae Means & Karlin, 1989)"
 ]
}

 The dataset includes 2298 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002103-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mxryx
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pleurospermum uralense Hoffm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 226 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002104-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uuqvy6
title: Occurrence Download

description: A dataset containing 1918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Bidens pilosa L."
 ]
}

 The dataset includes 1918 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003097-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tw2cjd
title: Occurrence Download

description: A dataset containing 4751 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triplochiton scleroxylon K.Schum."
 ]
}

 The dataset includes 4751 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003098-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyk8ee
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alsophila spinulosa (Wall. ex Hook.) R.M.Tryon"
 ]
}

 The dataset includes 200 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003099-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gg3ncj
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((1.78401 42.44588,1.66244 42.44588,1.66244 42.42902,1.78401 42.42902,1.78401 42.44588))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 92 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003100-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15449708
title: The Package-URLs of 249,999 popular open source packages of these package type: npm, cargo, maven, golang, and pypi

description: This is a dataset of popular packages Package-URLs collected from deps.dev using Google's BigQuery

where the number of dependents is used as a measure of popularity.
DOI: 10.5281/zenodo.15449709
title: The Package-URLs of 249,999 popular open source packages of these package type: npm, cargo, maven, golang, and pypi

description: This is a dataset of popular packages Package-URLs collected from deps.dev using Google's BigQuery

where the number of dependents is used as a measure of popularity.
DOI: 10.15468/dl.z9dm4j
title: Occurrence Download

description: A dataset containing 964801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alauda arvensis Linnaeus, 1758",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 964801 records from 816 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003096-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2by2a6
title: Occurrence Download

description: A dataset containing 2262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Balaenoptera bonaerensis Burmeister, 1867"
 ]
}

 The dataset includes 2262 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003102-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dzxr3
title: Occurrence Download

description: A dataset containing 5987 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pagophilus groenlandicus (Erxleben, 1777)"
 ]
}

 The dataset includes 5987 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003104-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxzqdg
title: Occurrence Download

description: A dataset containing 8832 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrurga leptonyx (de Blainville, 1820)"
 ]
}

 The dataset includes 8832 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003103-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62rdnw
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alauda leucoptera Pallas, 1811",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 220 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003105-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98qnhj
title: Occurrence Download

description: A dataset containing 3858 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alaudala rufescens (Vieillot, 1819)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 3858 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003106-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/1209092
title: Computer Science Department and Alumni Datasets
DOI: 10.15468/dl.zjj89b
title: Occurrence Download

description: A dataset containing 328922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is CMR",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 328922 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003101-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zvev9
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyperoodon planifrons Flower, 1882"
 ]
}

 The dataset includes 345 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003111-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2zy45
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berardius arnuxii Duvernoy, 1851"
 ]
}

 The dataset includes 177 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003110-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5avfbd
title: Occurrence Download

description: A dataset containing 2067 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cystophora cristata (Erxleben, 1777)"
 ]
}

 The dataset includes 2067 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003109-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15446531
title: Supporting data to Decoding Temperature-Dependent Conformer Populations and Dipole Moments in Liquid Ethylene Glycol with Classical and Machine-Learned Potentials
DOI: 10.15468/dl.2xyfd5
title: Occurrence Download

description: A dataset containing 1226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((19.41493 46.53841,65.78868 46.53841,65.78868 65.06685,19.41493 65.06685,19.41493 46.53841))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anthemis ruthenica M.Bieb."
 ]
}

 The dataset includes 1226 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003112-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qumaq
title: Occurrence Download

description: A dataset listing the 552 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((5.69101 48.95275,5.88492 48.95275,5.88492 49.09422,5.69101 49.09422,5.69101 48.95275))",
 "TaxonKey is Insecta"
 ]
}

 The dataset's 552 records were derived from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028904-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khp56d
title: Occurrence Download

description: A dataset listing the 116064 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 116064 records were derived from 1253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028906-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15262447
title: Seismic source zone delineation SSZ2025FI for hazard calculations in Finland

description: These seismic source zones were developed and used in the “Mitigation of induced seismic risk in urban environments (SEISRISK) project” (Project no. 337913, 338075 and 339670 of the Academy of Finland).

The Version 2 data files contain the three levels of conceptualization (micro-, meso- and macro-) of seismic source zones, from the publication:• Mäntyniemi, P., Fülöp, L., Oinonen, K., Junno, N., Kosonen, E., Korja, A., 2025. A zoning model for seismic hazard analysis of Finland and adjacent areas: A fusion of seismological and geological data. Tectonophysics 230757. https://doi.org/10.1016/j.tecto.2025.230757 

The data is given in tables in the document, and as SHP files created with ArcGIS Pro.
DOI: 10.5281/zenodo.7029278
title: Seismic source zone delineation SSZ2025FI for hazard calculations in Finland

description: These seismic source zones were developed and used in the “Mitigation of induced seismic risk in urban environments (SEISRISK) project” (Project no. 337913, 338075 and 339670 of the Academy of Finland).

The Version 2 data files contain the three levels of conceptualization (micro-, meso- and macro-) of seismic source zones, from the publication:• Mäntyniemi, P., Fülöp, L., Oinonen, K., Junno, N., Kosonen, E., Korja, A., 2025. A zoning model for seismic hazard analysis of Finland and adjacent areas: A fusion of seismological and geological data. Tectonophysics 230757. https://doi.org/10.1016/j.tecto.2025.230757 

The data is given in tables in the document, and as SHP files created with ArcGIS Pro.
DOI: 10.5281/zenodo.7029279
title: Seismic source zone delineation for hazard calculations in Finland

description: These seismic source zones were developed and used in the “Mitigation of induced seismic risk in urban environments (SEISRISK) project” (Project no. 337913, 338075 and 339670 of the Academy of Finland). The data files contain two levels of conceptualization of seismic source zones or areas (SSA’s). The initial delineation work for this project was carried out in an online workshop, organized between on the 08<sup>th</sup> and 09<sup>th</sup> of February 2021. About 28 Finnish, Estonian, Russian, Norwegian and Swedish experts participated with presentations, discussions and effective group-work in workshop. Four work-groups (WPs) were formed with 7-8 participants each. Using the four zoning maps proposed by the WG’s, this consensus proposal for zoning was developed.
DOI: 10.4121/fc9b3570-bb96-45f7-91ab-b37933a0fbe8
title: Data underlying the PhD thesis: Reaction cascades coupled to surface-chemical nanoscale patterns.

description: Here is presented the data used for the PhD thesis, titled "Reaction Cascades Coupled to Surface-Chemical Nanoscale Patterns," that aims to develop strategies for spatiotemporal control of chemical reaction networks (CRNs) at the micro- and nanoscale. By controlling the size and shape of nanostructures, the research facilitates the creation of unique material properties and applications.
DOI: 10.4121/fc9b3570-bb96-45f7-91ab-b37933a0fbe8.v1
title: Data underlying the PhD thesis: Reaction cascades coupled to surface-chemical nanoscale patterns.

description: Here is presented the data used for the PhD thesis, titled "Reaction Cascades Coupled to Surface-Chemical Nanoscale Patterns," that aims to develop strategies for spatiotemporal control of chemical reaction networks (CRNs) at the micro- and nanoscale. By controlling the size and shape of nanostructures, the research facilitates the creation of unique material properties and applications.
DOI: 10.7303/syn4231880
title: AstraZeneca-Sanger Drug Combination Prediction DREAM Challenge
DOI: 10.5285/6c1f9a0e3a474feb92c9703452681684
title: NCAS Long Term Observations: SNR winds from the NCAS Mobile Radar Wind Profiler unit 1 deployed at the NCAS Capel Dewi Atmospheric Observatory (CDAO), v8.0 (20200101-20200702)

description: Vertical profiles of signal to noise ratio (SNR) and winds measurements from the NCAS Mobile Radar Wind Profiler unit 1 deployed at the NCAS Capel Dewi Atmospheric Observatory (CDAO). These observations were taken as part of the National Centre for Atmospheric Science (NCAS) long term observations between 20200101 and 20200702.

Data products from this deployment include: snr-winds

For further details of this deployment and the associated dataset please see the internal file metadata.

These data conform to the NCAS data standards and are available under the UK Government Open Licence agreement. Acknowledgement of NCAS as the data provider is required whenever and wherever these data are used.
DOI: 10.3535/h80-dxq-d9v
title: Speranza Curtis, 1828

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ec8-3cr-ztt
title: Xestia (Pachnobia) subgrisea (Staudinger, 1898)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qls-v72-gm7
title: Noctua Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/75s-8p0-fry
title: Noctua Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/797-5hq-5gv
title: Noctua Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0d2-2c3-0t5
title: Speranza Curtis, 1828

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qny-05w-6tj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/drn-482-b02
title: Speranza Curtis, 1828

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qsk-80a-m5v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2c8-799-31w
title: Sideridis (Aneda) Sukhareva, 1973

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4d4-2bl-p3n
title: Speranza Curtis, 1828

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ebl-nl5-328
title: Speranza Curtis, 1828

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k9y-h1j-v86
title: Sideridis (Aneda) Sukhareva, 1973

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y5c-ncc-fk3
title: Noctua Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3rx-nkq-nmm
title: Sideridis (Aneda) Sukhareva, 1973

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8em-096-9ap
title: Speranza Curtis, 1828

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kpc-ql7-t1c
title: Speranza Curtis, 1828

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pfz-hmh-blw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rk6-324-avk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/trr-r1h-6xr
title: Speranza Curtis, 1828

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/01g-wnf-x3p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.6084/m9.figshare.31064041.v1
title: <b>Real-time Prediction of UAV Pilot Operational Errors and Adaptive Threshold Optimization under Temporal Models</b>

description: Operational errors by UAV pilots have become a critical bottleneck constraining industry safety. Existing prediction methods mostly adopt unified models while neglecting individual pilot capability differences. This study proposes a real-time prediction framework integrating pilot adaptability features with operational temporal data. A dual-channel network architecture separately extracts temporal and adaptability features, utilizing cross-modal attention for deep fusion. An adaptive threshold algorithm dynamically adjusts warning parameters based on pilot capability levels. Experiments on 665 pilots demonstrate 89.7% accuracy, 0.928 AUC, and 3.2-second average warning time. Complex reaction, control function, and motion stability are identified as key predictive indicators, contributing 28.3%, 25.6%, and 19.5% respectively. The adaptive threshold strategy reduces false negative rates for low-adaptability pilots by 50.4% and false positive rates for high-adaptability pilots by 64.6%. Leave-one-pilot-out validation confirms generalization capability (86.3% accuracy). These findings support transforming UAV safety management from post-incident analysis to proactive prevention and from unified standards to personalized adaptation.
DOI: 10.6084/m9.figshare.31064041
title: <b>Real-time Prediction of UAV Pilot Operational Errors and Adaptive Threshold Optimization under Temporal Models</b>

description: Operational errors by UAV pilots have become a critical bottleneck constraining industry safety. Existing prediction methods mostly adopt unified models while neglecting individual pilot capability differences. This study proposes a real-time prediction framework integrating pilot adaptability features with operational temporal data. A dual-channel network architecture separately extracts temporal and adaptability features, utilizing cross-modal attention for deep fusion. An adaptive threshold algorithm dynamically adjusts warning parameters based on pilot capability levels. Experiments on 665 pilots demonstrate 89.7% accuracy, 0.928 AUC, and 3.2-second average warning time. Complex reaction, control function, and motion stability are identified as key predictive indicators, contributing 28.3%, 25.6%, and 19.5% respectively. The adaptive threshold strategy reduces false negative rates for low-adaptability pilots by 50.4% and false positive rates for high-adaptability pilots by 64.6%. Leave-one-pilot-out validation confirms generalization capability (86.3% accuracy). These findings support transforming UAV safety management from post-incident analysis to proactive prevention and from unified standards to personalized adaptation.
DOI: 10.15468/dl.a4zzrx
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.19.40_1","matchCase":false},{"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 37 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008150-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhxe9p
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Teucrium japonicum"
 ]
}

 The dataset includes 60 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008151-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.