cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28821824
title: Dataset for Delay dynamic Project.zip

description: This dataset includes behavioral data from a study investigating a novel dynamically adjusting delay discounting task in rats. The task allows trial-by-trial delay adjustments based on individual choice history, enabling a flexible and self-regulated decision-making paradigm. The data include individual rat choices, delay values, inter-trial intervals (ITIs), reward types, and timestamps across sessions. Also included are processed files for alternating choice analysis and quartile-based session summaries.
DOI: 10.15468/dl.d23qw6
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Attalea butyracea (Mutis ex L.f.) Wess.Boer",
 "HasCoordinate is true",
 "Continent is North America"
 ]
}

 The dataset includes 210 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005155-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axppgc
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Some notes on biodiversity of Ko Samui island, Thailand"
 ]
}

 The dataset includes 279 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017512-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.496en5
title: Occurrence Download

description: A dataset containing 205764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heracleum mantegazzianum Sommier & Levier"
 ]
}

 The dataset includes 205764 records from 519 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017459-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgp6z7
title: Occurrence Download

description: A dataset containing 1289723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "DwcaExtension is http://rs.gbif.org/terms/1.0/Multimedia",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Coleoptera",
 "Year 2020-2025"
 ]
}

 The dataset includes 1289723 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017449-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-28231
title: Blue Ribbon Commission on Public Safety & Community Relations: report, 1990-02

description: Blue Ribbon Commission on Public Safety and Community Relations "A report to the County Executive, Prince George's County, Maryland", 1990 February. 6.1. Hubert Williams materials (3 of 3), . PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.2zfal5
title: Occurrence Download

description: A dataset containing 974 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poecilotriccus plumbeiceps (Lafresnaye, 1846)"
 ]
}

 The dataset includes 974 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002821-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3vjvn
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alkanna frigida Boiss."
 ]
}

 The dataset includes 34 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000816-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-28994
title: 6.1. Hubert Williams materials (2 of 3), 1987-11-18

description: "Review of administrative processes of the Tampa police department" Washington, DC: Police Foundation, 1987 November 18. 6.1. Hubert Williams materials (2 of 3), 1987 November 18. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.8kt5cl
title: Occurrence Download

description: A dataset containing 1740 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vigna marina (Burm.) Merr."
 ]
}

 The dataset includes 1740 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002821-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-28992
title: 6.1. Hubert Williams materials (2 of 3), 1987-11-18

description: "Review of administrative processes of the Tampa police department" Washington, DC: Police Foundation, 1987 November 18. 6.1. Hubert Williams materials (2 of 3), 1987 November 18. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.25549/independent-c69-28287
title: Blue Ribbon Commission on Public Safety & Community Relations: report, 1990-02

description: Blue Ribbon Commission on Public Safety and Community Relations "A report to the County Executive, Prince George's County, Maryland", 1990 February. 6.1. Hubert Williams materials (3 of 3), . PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.rl3rhu
title: Occurrence Download

description: A dataset containing 404198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artiodactyla",
 "HasCoordinate is true"
 ]
}

 The dataset includes 404198 records from 681 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002821-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpycny
title: Occurrence Download

description: A dataset containing 554220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-11-03",
 "EventDate is less than or equal to 2025-12-03",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 554220 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068918-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/2smh6m
title: DNA barcoding, integrative taxonomy, citizen science, and Bush Blitz surveys combine to reveal 34 new species of Apanteles (Hymenoptera, Braconidae, Microgastrinae) in Australia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Slater-Baker, Mollie-Rosae, Fagan-Jeffries, Erinn P., Oestmann, Katherine J., Portmann, Olivia G., Bament, Tiahni M., Howe, Andy G., Guzik, Michelle T., Bradford, Tessa M., McClelland, Alana R., Woodward, Alice, Clarke, Sylvia, Ducker, Nathan, Fernández-Triana, José (2025): DNA barcoding, integrative taxonomy, citizen science, and Bush Blitz surveys combine to reveal 34 new species of Apanteles (Hymenoptera, Braconidae, Microgastrinae) in Australia. ZooKeys 1227: 1-128, DOI: 10.3897/zookeys.1227.130467AbstractMicrogastrinae is a megadiverse subfamily of wasps in the family Braconidae. As parasitoids of caterpillars, members of the subfamily play important roles in regulating native caterpillar populations, and several species are used commercially as biological control agents. The genus Apanteles comprises a large portion of total microgastrine diversity, however it has not been studied in Australia for more than 30 years, with only nine described species previously known from the continent. We explore the diversity and systematics of Apanteles in Australia, using cytochrome c oxidase subunit I (COI) and Wingless (wg) DNA barcodes from more than 400 Australian Apanteles specimens. Using molecular species delimitation in combination with reduced morphological diagnoses, at least 48 distinct molecular lineages of Apanteles are confirmed in Australia, and 34 new species are formally described, all authored by Slater-Baker, Fagan-Jeffries, Fernández-Triana, Portmann & Oestmann: A. adustus, A. aeternus, A. alatomicans, A. allapsus, A. amicalis, A. apollo, A. apricus, A. artemis, A. aurantius, A. auroralis, A. banrock, A. breviflagellarius, A. brockhedgesi, A. cuprum, A. darthvaderi, A. doreenwatlerae, A. ethanbeaveri, A. fenestrinus, A. ferripulvis, A. focusalis, A. hades, A. insulanus, A. kelpiellus, A. lamingtonensis, A. ligdus, A. magicus, A. margaritarius, A. pellucidus, A. phantasmatus, A. pharusalis, A. ramsaris, A. rufiterra, A. sinusulus, and A. translucentis.
DOI: 10.6084/m9.figshare.30968961
title: A Comprehensive Examination of Combustion of Magnesium-Water Mixtures

description: A comprehensive examination of the combustion of magnesium-water mixtures is conducted. A multizone flame model is developed to analyze the combustion of Mg-water mixtures. Mass, momentum, and energy equations are solved numerically in different zones by applying suitable boundary conditions at the interfacial boundaries. The study attempts to achieve a deeper understanding of the underlying processes, such as boiling of liquid water, heat transfer in multi-phase mixtures, chemical reactions, and multiphase flow dynamics. Further, the effect of thermophysical and transport property models on model predictions is examined. An attempt is made to decipher the microstructure of Mg-water mixtures and to identify a suitable effective thermal conductivity model. The dynamics of the boiling of liquid water is carefully studied by considering relevant physical processes such as bubble nucleation and growth, and by considering the possibility of superheating. A comparative analysis of different particle consumption models is also conducted. The effect of particle motion on combustion is studied using state-of-the-art drag models to account for physical processes prevalent in densely packed mixtures, such as the formation of particle clusters and flow constriction. The study highlights the importance of accurate property models, including the use of microstructure-compatible effective thermal conductivity model, and the significant effect of particle motion on the burning rates. The deficiencies and limitations of the 1-D Mg-water combustion models have been identified, and specific directions for future studies are provided.
DOI: 10.6084/m9.figshare.30968961.v1
title: A Comprehensive Examination of Combustion of Magnesium-Water Mixtures

description: A comprehensive examination of the combustion of magnesium-water mixtures is conducted. A multizone flame model is developed to analyze the combustion of Mg-water mixtures. Mass, momentum, and energy equations are solved numerically in different zones by applying suitable boundary conditions at the interfacial boundaries. The study attempts to achieve a deeper understanding of the underlying processes, such as boiling of liquid water, heat transfer in multi-phase mixtures, chemical reactions, and multiphase flow dynamics. Further, the effect of thermophysical and transport property models on model predictions is examined. An attempt is made to decipher the microstructure of Mg-water mixtures and to identify a suitable effective thermal conductivity model. The dynamics of the boiling of liquid water is carefully studied by considering relevant physical processes such as bubble nucleation and growth, and by considering the possibility of superheating. A comparative analysis of different particle consumption models is also conducted. The effect of particle motion on combustion is studied using state-of-the-art drag models to account for physical processes prevalent in densely packed mixtures, such as the formation of particle clusters and flow constriction. The study highlights the importance of accurate property models, including the use of microstructure-compatible effective thermal conductivity model, and the significant effect of particle motion on the burning rates. The deficiencies and limitations of the 1-D Mg-water combustion models have been identified, and specific directions for future studies are provided.
DOI: 10.5281/zenodo.18080179
title: Raw NMR spectra for TabPFN-PanMETAI

description: The raw NMR spectral data for three cohorts analyzed in the "PanMETAI - A High Performance Tabular Foundation Model for Accurate Pancreatic Cancer Diagnosis via NMR Metabolomics" study.
DOI: 10.5281/zenodo.18080178
title: Raw NMR spectra for TabPFN-PanMETAI

description: The raw NMR spectral data for three cohorts analyzed in the "PanMETAI - A High Performance Tabular Foundation Model for Accurate Pancreatic Cancer Diagnosis via NMR Metabolomics" study.
DOI: 10.15468/dl.84t9zb
title: Occurrence Download

description: A dataset containing 10875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "GadmGid is one of (CHN.17_1, CHN.18_1, CHN.11_1, PRK, KOR, RUS.26.18_1, RUS.3_1, RUS.60_1, RUS.24.11_1, RUS.12_1, RUS.83_1, RUS.9_1, RUS.28_1, RUS.61_1, RUS.40_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sus scrofa",
 "Year 2000-2023"
 ]
}

 The dataset includes 10875 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068924-251120083545085/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.29095013
title: <b>Impact of Magnitude and Duration of Soil Warming on Bacterial Communities and Nitrogen Cycling in the Rhizosphere and Bulk Soil of Subarctic Grasslands</b>

description: High-latitude soils are warming rapidly, yet the effects of warming magnitude and duration in shaping microbial communities across soil compartments remain unclear. We leveraged a geothermal warming chronosequence in Icelandic subarctic grasslands to examine bacterial community dynamics and nitrogen-cycling potential in rhizosphere and bulk soil. Two adjacent grasslands with contrasting warming histories, 11–13 years (GN) and &gt;60 years (GO), were studied along continuous soil warming gradients of up to +15 °C using plant root ingrowth soil cores, with five sampling events between 2019 and 2021. Bacterial 16S rRNA gene abundance declined linearly with warming in GN across both soil compartments, whereas in GO, this pattern was only observed only in the rhizosphere. Moreover, community structural shifts occurred at lower temperature thresholds in GN than in GO. Together, these patterns indicate community-level acclimation under prolonged warming, particularly in bulk soil. Warming increased beta-diversity across durations and soil compartments, mainly through species turnover, with reduced homogeneous selection and ecological drift and increased dispersal limitation. Across both grasslands, rhizosphere communities showed greater warming sensitivity than bulk soil, with stronger abundance responses and lower temperature thresholds for community reorganization. Long-term warming shifted the identity of central microbial taxa, particularly in the rhizosphere, while overall network structure remained stable. Nitrogen-cycling gene abundances were primarily structured by sampling occasion, whereas warming effects differed across durations and soil compartments. Multi-decadal warming reduced microbial nitrogen retention potential in the rhizosphere by strongly suppressing N-fixation and DNRA-associated gene abundances than <i>amoA</i>-nitrification and <i>nir</i>-type denitrification genes, whereas bulk-soil functions remained comparatively buffered. Overall, our results demonstrate that sustained warming restructures soil microbial communities through exposure history-dependent turnover and compartment-specific sensitivity, emphasizing the importance of warming duration, continuous temperature gradients, and rhizosphere processes for predicting long-term microbial feedback to climate change in cold-region grasslands.
DOI: 10.6084/m9.figshare.29095013.v3
title: <b>Impact of Magnitude and Duration of Soil Warming on Bacterial Communities and Nitrogen Cycling in the Rhizosphere and Bulk Soil of Subarctic Grasslands</b>

description: High-latitude soils are warming rapidly, yet the effects of warming magnitude and duration in shaping microbial communities across soil compartments remain unclear. We leveraged a geothermal warming chronosequence in Icelandic subarctic grasslands to examine bacterial community dynamics and nitrogen-cycling potential in rhizosphere and bulk soil. Two adjacent grasslands with contrasting warming histories, 11–13 years (GN) and &gt;60 years (GO), were studied along continuous soil warming gradients of up to +15 °C using plant root ingrowth soil cores, with five sampling events between 2019 and 2021. Bacterial 16S rRNA gene abundance declined linearly with warming in GN across both soil compartments, whereas in GO, this pattern was only observed only in the rhizosphere. Moreover, community structural shifts occurred at lower temperature thresholds in GN than in GO. Together, these patterns indicate community-level acclimation under prolonged warming, particularly in bulk soil. Warming increased beta-diversity across durations and soil compartments, mainly through species turnover, with reduced homogeneous selection and ecological drift and increased dispersal limitation. Across both grasslands, rhizosphere communities showed greater warming sensitivity than bulk soil, with stronger abundance responses and lower temperature thresholds for community reorganization. Long-term warming shifted the identity of central microbial taxa, particularly in the rhizosphere, while overall network structure remained stable. Nitrogen-cycling gene abundances were primarily structured by sampling occasion, whereas warming effects differed across durations and soil compartments. Multi-decadal warming reduced microbial nitrogen retention potential in the rhizosphere by strongly suppressing N-fixation and DNRA-associated gene abundances than <i>amoA</i>-nitrification and <i>nir</i>-type denitrification genes, whereas bulk-soil functions remained comparatively buffered. Overall, our results demonstrate that sustained warming restructures soil microbial communities through exposure history-dependent turnover and compartment-specific sensitivity, emphasizing the importance of warming duration, continuous temperature gradients, and rhizosphere processes for predicting long-term microbial feedback to climate change in cold-region grasslands.