cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15543903
title: Example Trajectory Data and Jupyter Notebooks Showing How to Compute Various Properties with STACIE

description: This archive contains
(i) Jupyter notebooks with examples of how to use STACIE.
(ii) The output files needed to execute the example notebooks.
Detailed descriptions and input files with which trajectories can be reproduced
are provided in STACIE's Git repository: https://github.com/molmod/stacie/.
Instructions for running the examples can be found in the README.pdf file included in this archive.
DOI: 10.5281/zenodo.17278660
title: Ground based observations of ICE-POP 2018 campaign used for DESCAM-3D

description: This dataset contains some ground based measurements of the 7-9 March 2018 snowfall event during ICE-POP 2018 campaign in South Korea. The data are provided as comma separated values (CSV) files, organized by instrument type and locations.





PIP_particle_size_distribution.csvParticle size distribution (PSD) data are derived from the Particle Imaging Package (PIP) instrument. Columns correspond to observation times, and rows correspond to particle diameter bins (in mm). The particle number concentration in #/L-1 /µm-1.




Precipitation_data.csvTime evolution of the surface precipitation accumulation (in mm) at four measurement sites by the Pluvio instrument.




Precipitation_type_BKC.csv




Precipitation_type_GWU.csv




Precipitation_type_MHS.csv




Precipitation_type_YPO.csvThe Precipitation_type_* files contain precipitation type classifications (in rain, mixed and ice categories) from the Parsivel instrument at four different observation sites. Each cell represents the percentage of occurrence of precipitation types within ±1.5 h (3 hour time window) relative to the centered indicated time.




X_band_radar_reflectivity_data.csvRadar reflectivity observation profiles from an X-band radar instrument. Columns represent time, rows represent altitude (km above ground level). Values are the reflectivity (in dBZ). 



File format





CSV format.


All times are in UTC.



Missing data are indicated "NaN" or "-999".



 

Contact and information about the ICE-POP measurement: gyuwon@knu.ac.kr and kwonil.kim.0@gmail.com
DOI: 10.5281/zenodo.17278661
title: Ground based observations of ICE-POP 2018 campaign used for DESCAM-3D

description: This dataset contains some ground based measurements of the 7-9 March 2018 snowfall event during ICE-POP 2018 campaign in South Korea. The data are provided as comma separated values (CSV) files, organized by instrument type and locations.





PIP_particle_size_distribution.csvParticle size distribution (PSD) data are derived from the Particle Imaging Package (PIP) instrument. Columns correspond to observation times, and rows correspond to particle diameter bins (in mm). The particle number concentration in #/L-1 /µm-1.




Precipitation_data.csvTime evolution of the surface precipitation accumulation (in mm) at four measurement sites by the Pluvio instrument.




Precipitation_type_BKC.csv




Precipitation_type_GWU.csv




Precipitation_type_MHS.csv




Precipitation_type_YPO.csvThe Precipitation_type_* files contain precipitation type classifications (in rain, mixed and ice categories) from the Parsivel instrument at four different observation sites. Each cell represents the percentage of occurrence of precipitation types within ±1.5 h (3 hour time window) relative to the centered indicated time.




X_band_radar_reflectivity_data.csvRadar reflectivity observation profiles from an X-band radar instrument. Columns represent time, rows represent altitude (km above ground level). Values are the reflectivity (in dBZ). 



File format





CSV format.


All times are in UTC.



Missing data are indicated "NaN" or "-999".



 

Contact and information about the ICE-POP measurement: gyuwon@knu.ac.kr and kwonil.kim.0@gmail.com
DOI: 10.15468/dl.4hwpjv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anillus caecus",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053901-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47ku3u
title: Occurrence Download

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

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053902-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c54b2xj3r
title: MassIVE MSV000099395 - Foodomics LC-MS Stool and Plasma CDTREAT
title: Stool and plasma CD-TREAT samples for foodomics analysis
DOI: 10.15468/dl.v559m8
title: Occurrence Download

description: A dataset listing the 241 species recorded in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is d44af9a3-e779-40c0-a186-79e7717c6d2b",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 241 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053896-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2es6sz
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gleditsia amorphoides"
 ]
}

 The dataset includes 261 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053904-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/sw2j-rct6-960a
title: INDOEX: Diego Garcia Daily Tropical Outlook Imagery. Version 1.0

description: This data set contains the Diego Garcia Meteorology Daily Tropical Outlook GIF Imagery.
DOI: 10.5517/ccdc.csd.cc2nf9fv
title: CCDC 2455647: Experimental Crystal Structure Determination

description: Related Article: J. T. Mague, M. S. Balakrishna|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nf9jy
title: CCDC 2455650: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nf9kz
title: CCDC 2455651: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nfbbs
title: CCDC 2455675: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nfbct
title: CCDC 2455676: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3886/e210561
title: Data and code for: Local labor market effects of the 2002 Bush steel tariffs

description: <pre>President Bush imposed safeguard tariffs on steel in early 2002. Using US input-output tables and a generalized difference-in-difference methodology, we analyze the local labor market employment effects of these tariffs depending on the local labor market's reliance on steel as an input and as part of local production. The tariffs did not boost local steel employment but substantially depressed local employment in steel-consuming industries for many years after Bush removed the tariffs. The tariffs also led to a persistent exit of steel-intensive manufacturing establishments, suggesting a role for plant-level fixed entry costs in translating the temporary shock into persistent outcomes.</pre>
<pre><br></pre>
description: Industries in United States commuting zones between 1993 and 2008. Smallest Geographic Unit: United States Commuting Zones
DOI: 10.5517/ccdc.csd.cc2nfbdv
title: CCDC 2455677: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nfbfw
title: CCDC 2455678: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.xk3us2
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liguropia juniperi",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053906-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e210561v1
title: Data and code for: Local labor market effects of the 2002 Bush steel tariffs

description: <pre>President Bush imposed safeguard tariffs on steel in early 2002. Using US input-output tables and a generalized difference-in-difference methodology, we analyze the local labor market employment effects of these tariffs depending on the local labor market's reliance on steel as an input and as part of local production. The tariffs did not boost local steel employment but substantially depressed local employment in steel-consuming industries for many years after Bush removed the tariffs. The tariffs also led to a persistent exit of steel-intensive manufacturing establishments, suggesting a role for plant-level fixed entry costs in translating the temporary shock into persistent outcomes.</pre>
<pre><br></pre>
description: Industries in United States commuting zones between 1993 and 2008. Smallest Geographic Unit: United States Commuting Zones
DOI: 10.15468/dl.cnfqcd
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liguropia juniperi",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053907-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5y58cm
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Swartzia picramnioides"
 ]
}

 The dataset includes 60 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053908-250920141307145/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/13279786
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.yk2jvh
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Aquarana Dubois, 1992)"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017794-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0210615.10fu
title: SH0210615.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0210616.10fu
title: SH0210616.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0210617.10fu
title: SH0210617.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0210618.10fu
title: SH0210618.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0210619.10fu
title: SH0210619.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0210620.10fu
title: SH0210620.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0210621.10fu
title: SH0210621.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0210622.10fu
title: SH0210622.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.