cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tjnry5
title: Occurrence Download

description: A dataset containing 10273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus lentiginosus Douglas ex Hook."
 ]
}

 The dataset includes 10273 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073146-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j65dh3
title: Occurrence Download

description: A dataset containing 12717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-118.5149430000000024 34.0340337000000019, -118.5149430000000024 34.0372053199999982, -118.5149430000000024 34.0414963300000011, -118.5149430000000024 34.0444813800000006, -118.5149430000000024 34.0489589499999994, -118.5149430000000024 34.0532499600000023, -118.5149430000000024 34.0581006700000017, -118.5149430000000024 34.0610857200000012, -118.5149430000000024 34.0644439000000006, -118.5112137999999931 34.0644439000000006, -118.5072981400000032 34.0644439000000006, -118.5022637200000020 34.0644439000000006, -118.4989074399999964 34.0644439000000006, -118.4962969999999984 34.0644439000000006, -118.4962969999999984 34.0608991499999973, -118.4962969999999984 34.0584738000000016, -118.4962969999999984 34.0549290499999984, -118.4962969999999984 34.0517574400000029, -118.4962969999999984 34.0469067300000034, -118.4962969999999984 34.0437351100000001, -118.4962969999999984 34.0398172299999970, -118.4962969999999984 34.0370187500000014, -118.4962969999999984 34.0340337000000019, -118.4990939000000054 34.0340337000000019, -118.5030095599999953 34.0340337000000019, -118.5082304400000055 34.0340337000000019, -118.5115867199999968 34.0340337000000019, -118.5149430000000024 34.0340337000000019))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 12717 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090899-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p27v3h
title: Occurrence Download

description: A dataset containing 34709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Coronilla minima L."
 ]
}

 The dataset includes 34709 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073197-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ks23xy
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Philippines)",
 "Year is greater than or equal to 2000",
 "TaxonKey is Bactrocera dorsalis (Hendel, 1912)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 301 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0435329-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmj5bz
title: Occurrence Download

description: A dataset containing 1486 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saccharum contortum (Baldwin ex Elliott) Nutt."
 ]
}

 The dataset includes 1486 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108436-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aygnpy
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-107.31418 37.39007,-107.12056 31.23878,-97.1491 24.48342,-92.50221 28.97782,-92.30859 37.77367,-107.31418 37.39007))",
 "HasGeospatialIssue is false",
 "TaxonKey is Tropiduchidae"
 ]
}

 The dataset includes 82 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0362705-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfeczb
title: Occurrence Download

description: A dataset containing 856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Tripogon minimus (A.Rich.) Hochst. ex Steud."
 ]
}

 The dataset includes 856 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073162-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.932b5d
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.1598 48.01804,-90.14855 48.01804,-90.14855 48.0235,-90.1598 48.0235,-90.1598 48.01804))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 108 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0362709-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bb4tz
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alloispermum palmeri (S.Watson ex A.Gray) C.F.Fernández & L.Urb."
 ]
}

 The dataset includes 183 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108397-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwuuj7
title: Occurrence Download

description: A dataset listing the 58 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de fauna asociados al estudio de actualización del plan de manejo para el Área de Recreación Parque Ecológico Cerro Nutibara"
 ]
}

 The dataset's 58 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0362717-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hc2ueb
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "OccurrenceStatus is Present",
 "TaxonKey is Bauhinia monandra Kurz"
 ]
}

 The dataset includes 90 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108408-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxt544
title: Occurrence Download

description: A dataset containing 1054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Osmia gallarum Spinola, 1808, Omias inermis (Solari, 1926), Osmia mediana Engel, 2006, Osmia niveata (Fabricius, 1804))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1054 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0323409-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xj37zf
title: Occurrence Download

description: A dataset containing 3719 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vigna marina (Burm.) Merr."
 ]
}

 The dataset includes 3719 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030781-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbgfec
title: Occurrence Download

description: A dataset containing 3499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Buxales"
 ]
}

 The dataset includes 3499 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0319178-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eduhap
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Issue is Occurrence status inferred from individual count",
 "IucnRedListCategory is VU",
 "TaxonKey is Hemiscyllium michaeli Allen & Dudgeon, 2010"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073121-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mt7jg2
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Osmia pilicornis Smith, 1846, Olgia spinulosa de Beaumont, 1953)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 412 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0323417-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15220283
title: Divergent Pre-Storm Pathways: Moisture-Driven Precursors Distinguish Dry and Wet Severe Convective Wind events

description: 1.surface:The file is the temporal evolution data of composite surface meteorological variables for dry and wet SCW events during 2020–2023 warm season.2.profile:The file is the mean thease,WKE and t-td  of the lead time within 40min before the onset of SCW  and the climatological mean WKE derived from all warm-season soundings across China during 2016–2023  for  dry and wet SCW events.   3.verticalsection:The file is height-time cross section of thease,WKE and t-td during 2016–2023 warm season for  dry and wet SCW events.The data matrix is minute(9) x level(50) for thease and WKE and minute(9) x level(100) for t-td.4.parameters.The 16 approximate Sounding Parameters Examined for dry and wet SCW events during 2016–2023 warm season.5.   A 'nan' value in the data indicates a missing value.
DOI: 10.5281/zenodo.15220284
title: Divergent Pre-Storm Pathways: Moisture-Driven Precursors Distinguish Dry and Wet Severe Convective Wind events

description: 1.surface:The file is the temporal evolution data of composite surface meteorological variables for dry and wet SCW events during 2020–2023 warm season.2.profile:The file is the mean thease,WKE and t-td  of the lead time within 40min before the onset of SCW  and the climatological mean WKE derived from all warm-season soundings across China during 2016–2023  for  dry and wet SCW events.   3.verticalsection:The file is height-time cross section of thease,WKE and t-td during 2016–2023 warm season for  dry and wet SCW events.The data matrix is minute(9) x level(50) for thease and WKE and minute(9) x level(100) for t-td.4.parameters.The 16 approximate Sounding Parameters Examined for dry and wet SCW events during 2016–2023 warm season.5.   A 'nan' value in the data indicates a missing value.
DOI: 10.5281/zenodo.17752833
title: Multi-Hop Reasoning based on Assurance Case for Explainable LLM-Based Compliance Detection

description: Used publicly available datasets and the LLM-generated assurance case dataset in our study
DOI: 10.5281/zenodo.17752834
title: Multi-Hop Reasoning based on Assurance Case for Explainable LLM-Based Compliance Detection

description: Used publicly available datasets and the LLM-generated assurance case dataset in our study
DOI: 10.12754/data-2025-0005
title: Flow Cytometry data gathered in a biomonitoring project in the Warnow Estuary and the Baltic Sea coast with high spatio-temporal resolution (OTC-Genomics)

description: Estuaries and coasts are characterized by ecological dynamics that bridge the boundary between habitats, such as fresh and marine water bodies or the open sea and the land. Because of this, these ecosystems harbor ecosystem functions that shaped human history. At the same time, they display distinct dynamics on large and small temporal and spatial scales, impeding their study. Within the framework of the OTC-Genomics project, we compiled a data set describing the community composition as well as abiotic state of an estuary and the coastal region close to it with unprecedented spatio-temporal resolution. We sampled fifteen locations in a weekly to twice weekly rhythm for a year across the Warnow river estuary and the Baltic Sea coast. From those samples, we used Flow Cytometry to capture autotrophic (and autofluorescent) and heterotrophic (dyed using SYBR Green) cell counts and community compositions. Please refer to https://doi.org/10.12754/data-2025-0001 for metadata.
DOI: 10.15468/dl.7jabsx
title: Occurrence Download

description: A dataset containing 278593 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudorasbora parva, Neogobius melanostomus, Ludwigia grandiflora, Ludwigia peploides, Procambarus clarkii, Procambarus acutus)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Unknown evidence, Machine Observation, Occurrence evidence)",
 "Year is greater than or equal to 1971",
 "Year is less than or equal to 2025",
 "HasCoordinate is true"
 ]
}

 The dataset includes 278593 records from 1545 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014350-251120083545085/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/13910998
title: UK Property Price official data (Monthly Update)
DOI: 10.5281/zenodo.17736177
title: Numerical data used in the article "Symmetries of weighted networks: weight approximation method and its application to food webs" by Mateusz Iskrzyński, Julia Korol, Aleksandra Puchalska.

description: Numerical data underpinning the results presented in the article "Symmetries of weighted networks: weight approximation method and its application to food webs". Authors: Mateusz Iskrzyński, Julia Korol, Aleksandra Puchalska. Version v3 contains an additional analysis of the impact of logarithmic weight function normalisation on orbits.

The preprint: https://arxiv.org/abs/2506.11824, https://doi.org/10.48550/arXiv.2506.11824
DOI: 10.5281/zenodo.15862066
title: Numerical data used in the article "Symmetries of weighted networks: weight approximation method and its application to food webs" by Mateusz Iskrzyński, Julia Korol, Aleksandra Puchalska.

description: Numerical data underpinning the results presented in the article "Symmetries of weighted networks: weight approximation method and its application to food webs". Authors: Mateusz Iskrzyński, Julia Korol, Aleksandra Puchalska. Version v3 contains an additional analysis of the impact of logarithmic weight function normalisation on orbits.

The preprint: https://arxiv.org/abs/2506.11824, https://doi.org/10.48550/arXiv.2506.11824
DOI: 10.15468/dl.dnt94b
title: Occurrence Download

description: A dataset containing 86975 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiroxiphia caudata"
 ]
}

 The dataset includes 86975 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014355-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yp3mw4k46y.1
title: Dataset for measuring Perceptions of Value Co-creation in the Smart City of Dubai: Data from Expatriate Residents of Dubai

description: Data was collected using an online survey questionnaire. A total of 445 respondent data was generated, and the sampled participants were Dubai-based expatriates. Data measures perceptions of value co-creation in the smart city of Dubai, UAE.
DOI: 10.17632/7kyj7wjdn7.1
title: Materials for the acoustic simulation of an open-plan office with desk screens to reduce speech distraction

description: The present dataset includes the materials for the acoustic simulation of an open-plan office with desk screens to reduce speech distraction.

Folders contain the 3D virtual model of the workspace (SketchUp 2022), the measurement outcomes (IS0 3382-3), and the boundary conditions for hybrid simulation tools combining wave-based (discontinuous Galerkin finite-element method) and geometrical acoustics (image source method and ray radiosity) approaches. 

This material completes and extends the work of the paper "Acoustic performance of multi-resonator screens in a virtually reconstructed open-plan office" by the same authors.
DOI: 10.17632/fjdcr7twyg.1
title: A Tale of Two Economies: Diachronic Comparative Analysis of Diverging Paths of Growth and Inequality in the United States and the United Kingdom

description: Research Hypothesis: This study hypothesizes a positive correlation between GDP and income inequality, measured by the Gini index, in both the United States and the United Kingdom. Specifically, we test whether GDP growth is associated with rising income inequality in these two economies.

 For the US: H1: GDP growth correlates positively with the Gini index. H0: No significant correlation exists.
 For the UK: H1: GDP growth correlates positively with the Gini index. H0: No significant correlation exists.

Data Description: The dataset consists of annual observations from 1968 to 2021, measuring GDP and the Gini index for both countries. GDP reflects total economic output, while the Gini index measures income inequality (0 = perfect equality, 100 = extreme inequality). The data were sourced from the World Bank, ensuring reliability and comparability across time.

Notable Findings:

 United States: A significant positive correlation was found between GDP and the Gini index, meaning that economic growth is associated with increasing income inequality. The R-squared value (0.38) indicates that 38% of the variation in income inequality can be explained by GDP changes.

 United Kingdom: No significant correlation between GDP and the Gini index was detected, suggesting that redistributive policies might mitigate the impact of economic growth on inequality.

Interpretation and Use of Data: The data shows that in the United States, economic growth tends to exacerbate income inequality, implying the need for policies that address wealth distribution. In contrast, the UK's weaker correlation suggests that existing social welfare systems may effectively moderate income inequality despite GDP growth.

Researchers and policymakers can use these findings to design tailored strategies. In the US, reforms like progressive taxation and inclusive growth policies could reduce inequality. In the UK, maintaining or enhancing redistributive policies could be key to sustaining equity amid growth.

The results highlight that the relationship between growth and inequality is complex and varies between countries. This study contributes to understanding these dynamics and can guide further policy development and research on inequality.
DOI: 10.17632/zz9kp4ttm5.1
title: Supplementary Data File for "Grasping the Nettle: A Comparative Analysis of Seven Generative AI Models Versus EAACI/GA²LEN/EuroGuiDerm/APAAACI Clinical Guidelines for Urticaria"

description: Supplementary Materials for the original article "Grasping the Nettle: A Comparative Analysis of Seven Generative AI Models Versus EAACI/GA²LEN/EuroGuiDerm/APAAACI Clinical Guidelines for Urticaria". Includes the PDF file of the complete record of the EAACI guideline key questions, the EAACI recommendations regarding the key questions, the summaries of the AI models’ responses to the questions, along with our grading of the responses and rationale thereof.
DOI: 10.17632/cdtrkykthp.1
title: JAAD-AGA-supplement01test

description: This file is the supplement material for testing attachment to an artical.
DOI: 10.17632/m8557m359k.1
title: Data set for Mechanical Properties of Concrete

description: This research aims to improve the sustainability and mechanical properties of concrete by using partial replacement of cement with Ground Granulated Blast Furnace Slag (GGBFS), Alccofine (AL), and Metakaolin (MK). The study compares the effects of different proportions of GGBFS (0-50%), Alccofine (0-20%), and Metakaolin (0-15%) on the compressive, tensile, and flexural strength and at curing ages of 7, 28, 56, and 90 days. The effective proportions of the replacements were determined to be 30% GGBFS, 15 % Alccofine, and 10% Metakaolin in ratios, which considerably improved the mechanical properties of ordinary concrete.
DOI: 10.17632/6vcvtd36yk.1
title: Translation, Cross-Cultural Adaptation, Reliability and Validity of the Brazilian Portuguese Version of the ‘Fit to Dance?’ Survey

description: Data from the validation process of the Fit to Dance? Brazilian Portuguese Version