cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5rhgzr
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021096-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17031/6874e312b64f7
title: 2024 NRW Ad-hoc marine non-native species records

description: Marine non-native records collected by NRW staff and contractors while in the field.  Does not include records collected as part of survey data.
description: Data archived into DASSH from Marine Recorder Online.
DOI: 10.15468/dl.az4qkh
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pennisetum setaceum",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 110 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021097-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15835129
title: Parametric Discontinuity Dataset 1 (PDD1)

description: Parametric Discontinuity Dataset 1 (PDD1) is a colelction of 5000 meshes that comprise synthetic rock mass models in the form of 10 x 10 x 10 m cubes with discontinuities. The dataset was created as part of the paper "Rock Mass Structure Characterization Considering Finite and Folded Discontinuities: A Parametric Study" (link) where also a closer description can be found.

PDD1 was then also used in a follow up study "Is Complexity the Answer to the Continuum vs. Discontinuum Question in Rock Engineering?" by Georg Erharter and Davide Elmo (2025) (link).
DOI: 10.5281/zenodo.15835130
title: Parametric Discontinuity Dataset 1 (PDD1)

description: Parametric Discontinuity Dataset 1 (PDD1) is a colelction of 5000 meshes that comprise synthetic rock mass models in the form of 10 x 10 x 10 m cubes with discontinuities. The dataset was created as part of the paper "Rock Mass Structure Characterization Considering Finite and Folded Discontinuities: A Parametric Study" (link) where also a closer description can be found.

PDD1 was then also used in a follow up study "Is Complexity the Answer to the Continuum vs. Discontinuum Question in Rock Engineering?" by Georg Erharter and Davide Elmo (2025) (link).
DOI: 10.15468/dl.ah6day
title: Occurrence Download

description: A dataset containing 200294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 200294 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021027-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zfda9
title: Occurrence Download

description: A dataset containing 402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Chinese Taipei)",
 "TaxonKey is Citrus reticulata"
 ]
}

 The dataset includes 402 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021098-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8svze
title: Occurrence Download

description: A dataset containing 12851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Spodoptera frugiperda"
 ]
}

 The dataset includes 12851 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021100-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfnkwh
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cinnamomum iners",
 "Year 1950-2025"
 ]
}

 The dataset includes 102 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021101-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygz7jb
title: Occurrence Download

description: A dataset containing 27441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amorpha fruticosa, Amorpha pendula, Amorpha gaertneri, Amorpha fruticosa latior, Amorpha arizonica, Amorpha caroliniana, Amorpha fruticosa angustifolia, Amorpha humilis, Amorpha occidentalis, Amorpha fruticosa vulgaris, Amorpha tennesseensis, Amorpha fruticosa glabrata, Amorpha flexuosa, Amorpha occidentalis emarginata, Amorpha lewisii, Amorpha fruticosa caerulea, Amorpha colorata, Amorpha herbacea, Amorpha emarginata, Amorpha fruticosa ornata, Amorpha gardneri, Amorpha fruticosa coerulea, Amorpha fruticosa emarginata, Monosemeion obliquatum, Amorpha fruticosa aureovariegata, Amorpha ornata, Amorpha croceolanata, Amorpha macrophylla, Amorpha pubescens, Amorpha elata, Amorpha fruticosa fragrans, Amorpha fragrans, Amorpha fruticosa lewisii, Amorpha curtisii, Amorpha glauca, Amorpha bushii, Amorpha mimosifolia, Amorpha perforata, Amorpha ludwigii, Amorpha fruticosa fruticosa, Amorpha fruticosa caerulea, Amorpha pumila, Amorpha verrucosa, Amorpha tenesseensis, Amorpha fruticosa typica, Amorpha nonperforata, Amorpha lewisii, Amorpha dewinkeleri, Amorpha elata, Amorpha fruticosa crispa, Amorpha sensitiva, Amorpha discolor, Amorpha elata, Amorpha fruticosa oblongifolia, Amorpha virgata, Amorpha fruticosa albiflora, Amorpha fruticosa pendula, Amorpha fruticosa pendula, Amorpha occidentalis arizonica, Amorpha fruticosa caroliniana, Amorpha angustifolia, Amorpha fruticosa humilis, Amorpha fruticosa humilis, Amorpha fruticosa occidentalis, Amorpha coerulea, Amorpha fruticosa coerulea, Amorpha emarginata, Amorpha fruticosa croceolanata, Amorpha pendula, Amorpha fruticosa tenesseensis, Amorpha fruticosa crispa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 27441 records from 419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021099-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15356885
title: Stream discharge and chemistry, and riparian groundwater chemistry and estimated groundwater discharge from a headwater boreal stream.

description: This dataset contains measurements of stream and groundwater chemistry, and stream discharge collected from the Svartberget Research Station/Krycklan Catchment Study 64°14ʹN, 19°46ʹE, Vasterbottens lan, Sweden. Stream discharge and chemistry data was obtained from the Swedish Infrastructure for Ecosystem Sciences (SITES) data portal (https://data.fieldsites.se) and is from the time period of 2014-01-27 to 2023-06-07. Groundwater chemistry is collated from several previous studies from 2016-2022 along this same study reach, detailed further in Dataset information. Specifically for chemistry, dissolved organic carbon (DOC), dissolved organic nitrogen (DON), dissolved inorganic nitrogen (DIN), nitrate (NO3) and ammonium (NH4) are included in the data set. 

This dataset has been compiled to support research on the solute dynamics of groundwater and stream water along a first-order boreal headwater stream.
DOI: 10.5281/zenodo.15356884
title: Stream discharge and chemistry, and riparian groundwater chemistry and estimated groundwater discharge from a headwater boreal stream.

description: This dataset contains measurements of stream and groundwater chemistry, and stream discharge collected from the Svartberget Research Station/Krycklan Catchment Study 64°14ʹN, 19°46ʹE, Vasterbottens lan, Sweden. Stream discharge and chemistry data was obtained from the Swedish Infrastructure for Ecosystem Sciences (SITES) data portal (https://data.fieldsites.se) and is from the time period of 2014-01-27 to 2023-06-07. Groundwater chemistry is collated from several previous studies from 2016-2022 along this same study reach, detailed further in Dataset information. Specifically for chemistry, dissolved organic carbon (DOC), dissolved organic nitrogen (DON), dissolved inorganic nitrogen (DIN), nitrate (NO3) and ammonium (NH4) are included in the data set. 

This dataset has been compiled to support research on the solute dynamics of groundwater and stream water along a first-order boreal headwater stream.
DOI: 10.5281/zenodo.16261617
title: Dataset to: Austrian NIR Soil Spectral Library for Soil Health Assessments

description: Dataset description

This is the corresponding dataset to the publication "Austrian NIR Soil Spectral Library for Soil Health Assessments" by Fohrafellner et al. (2025). In this publication, we created the first Austrian Near-Infrared (NIR) Soil Spectral Library (680 – 2500 nm) using 2,129 legacy samples from all environmental zones of Austria. Additionally, we utilized partial least squares regression modeling to evaluate the dataset's current effectiveness for soil health assessments. The dataset contains three tabs, "Document meta data", "Legend" and "Dataset". Tab "Document meta data" gives information on the authors, the data collection time frame, terms of use, etc. In "Legend", each column of the "Dataset" is described. The "Dataset" contains information on the legacy soil samples including: 



meta data (e.g. sample number, sampling year, zip code, environmental zone, land use), 

soil properties (soil organic carbon [SOC], SOC to clay ratio, total carbon, labile carbon, CaCO3, total nitrogen, plant available phosphorus, pH measured in CaCl2 and acetate, cation exchange capacity, texture [sand, silt, clay content], and clay content measured by density in suspension), and

measured NIR soil spectra, also for the standards.


Project description

This Austrian NIR Soil Spectral Library was built within the ProbeField project (November 2021 – January 2025), which was part of the European Joint Program for SOIL "Towards climate-smart sustainable management of agricultural soils" (EJP SOIL) funded by the European Union Horizon 2020 research and innovation programme (Grant Agreement N° 862695). The project aimed to create a protocol detailing procedures and methodologies for accurately estimating fertility-related properties in agricultural soils in the field. Additionally, the potential for extending this data to two- and three-dimensional mapping using co-variates was demonstrated. ProbeField further collected field spectra that closely match laboratory spectra, enabling the prediction of soil properties using models calibrated with soil spectral libraries.

References

Fohrafellner, J., Lippl, M., Bajraktarevic, A., Baumgarten, A., Spiegel, H., Körner, R. and Sandén, T.: Austrian NIR Soil Spectral Library for Soil Health Assessments, 2025, in review.
DOI: 10.15468/dl.xgbjz5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Lophognathus gilberti)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021103-250717081556266/datasets/export for details.
DOI: 10.15468/dl.ay4ba5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Lophognathus gilberti)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021105-250717081556266/datasets/export for details.
DOI: 10.15468/dl.rbj6ze
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Lophognathus gilberti)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021104-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16220488
title: The role of social media in promoting peace amoung youths globally

description:  

In the digital age, social media has become a powerful tool for shaping youth engagement across the globe. Platforms such as Facebook, WhatsApp, Instagram, TikTok, and X (formerly Twitter) are not only used for social interaction but also for driving social change, mobilizing communities, and promoting peace initiatives. As young people around the world increasingly rely on these platforms for communication and expression, social media has emerged as a space where ideas of tolerance, dialogue, and non-violence can be shared widely. From global campaigns against racial injustice to grassroots peace movements in conflict-prone regions, the influence of social media on youth-led peacebuilding is both visible and growing. This paper explores the international role of social media in fostering peace among youths, examining its impact, opportunities, and the challenges that come with digital activism.
DOI: 10.5281/zenodo.16220489
title: The role of social media in promoting peace amoung youths globally

description:  

In the digital age, social media has become a powerful tool for shaping youth engagement across the globe. Platforms such as Facebook, WhatsApp, Instagram, TikTok, and X (formerly Twitter) are not only used for social interaction but also for driving social change, mobilizing communities, and promoting peace initiatives. As young people around the world increasingly rely on these platforms for communication and expression, social media has emerged as a space where ideas of tolerance, dialogue, and non-violence can be shared widely. From global campaigns against racial injustice to grassroots peace movements in conflict-prone regions, the influence of social media on youth-led peacebuilding is both visible and growing. This paper explores the international role of social media in fostering peace among youths, examining its impact, opportunities, and the challenges that come with digital activism.
DOI: 10.15468/dl.2kj2vk
title: Occurrence Download

description: A dataset containing 183689 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex rostrata sparangiformis, Carex rostrata longipalea, Carex rostrata maxima, Carex xstenolepis, Trasus ampullaceus, Carex echinata, Carex echinata grypsos, Carex leersii angustata, Carex muricata, Carex muricata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 183689 records from 866 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021050-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18211268
title: SARS-CoV-2 Infektionen in Deutschland

description: Im Datensatz "SARS-CoV-2 Infektionen in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu SARS-CoV-2 Infektionen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Landkreisebene zu bestätigten Infektionen, Todesfällen und Genesungen, differenziert nach Altersgruppen und Geschlecht. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.15156/bio/sh0159331.10fu
title: SH0159331.10FU

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/sh0159332.10fu
title: SH0159332.10FU

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/sh0159333.10fu
title: SH0159333.10FU

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/sh0159334.10fu
title: SH0159334.10FU

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/sh0159335.10fu
title: SH0159335.10FU

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.