cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4d8hbf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scorzonera hispanica",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019345-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17603/ds2-neww-9934
title: Research Experience for Undergraduates (REU), NHERI 2025: Heat Flux in an Enclosed Cold-Formed Steel Compartment

description: This project aimed to quantify the heat flux of compartment fires in a cold-formed steel building. The data gathered can be compared to future tests and further analyzed to further current modeling systems. Few studies look at the heat flux of compartment fires, and this is one of the first conducted on an outside building that has been seismically tested. This study is intended both for future researches looking at heat flux and current and future professionals who wish to understand fire hazards more.
DOI: 10.15468/dl.patfvk
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scorzonera hispanica",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 90 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019346-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nm8a3a
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "GadmGid is one of (BRA.13.64_2, BRA.13.411_2, BRA.13.648_2)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 138 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019347-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e237644
title: Kenya USAID Education Data

description: Four USAID-funded Kenya projects’ data are included in this folder covering the period from 2006 to 2022. The projects are: 1) Education for Marginalized Children (EMACK) II, 2) Kenya Youth Employment Survey (YES), 3) Primary Math & Reading (PRIMR), and 4) Tusome. Across the projects, the folder contains the following files and numbers of each: codebooks (43), consent (4), data files (31), instruments (9), reports (8).
DOI: 10.3886/e237644v1
title: Kenya USAID Education Data

description: Four USAID-funded Kenya projects’ data are included in this folder covering the period from 2006 to 2022. The projects are: 1) Education for Marginalized Children (EMACK) II, 2) Kenya Youth Employment Survey (YES), 3) Primary Math & Reading (PRIMR), and 4) Tusome. Across the projects, the folder contains the following files and numbers of each: codebooks (43), consent (4), data files (31), instruments (9), reports (8).
DOI: 10.18144/21e07d55-1e88-496f-825c-ad97d4ced342
title: Dataset of building exposure distribution produced within the framework of the Horizon Europe GOBEYOND Project

description: The dataset represents the distribution of residential buildings at the resolution of 30 arcsec, for the 27 member states of the European Union and neighboring state (neighbouring states (Albania, Andorra, Bosnia-and-Herzegovina, Iceland, Kosovo, Lichtenstein, Monaco, Montenegro, North Macedonia, Norway, Switzerland, Serbia, Turkey, United Kingdom).
It has been assembled by performing a spatial disaggregation of the EFEHR Exposure model, based on the built-up area density (Global Human Settlement Layer , JRC).
Building types are distributed into 44 macro-taxonomy groups, which describe features related to the main structural system, the height range and the application of a seismic code level.
Each 30-arcsec cell is associated with an ID representing the Local Administrative Unit it belongs to, allowing to represent the building distributions at the level of municipalities.
A GIS layer representing the Local Administrative Units used is also provided with the dataset.

The dataset contains 3 files:
- readme.txt: describing the contents and data fields;
- Residential_buildings_exposure_EU.csv: csv file containing the distribution of building types and population in 30-arcsec cells;
- LAU_EU.rar: GIS vector layer of Local Administrative Units in Europe, in case the 30-arsec cells have to be aggregated at the municipal level.
DOI: 10.15468/dl.2rwnks
title: Occurrence Download

description: A dataset containing 15063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Elodea densa, Koenigia polystachya, Hydrocharis laevigata)",
 "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 2024",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15063 records from 576 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019348-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7gmuu
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scorzonera hispanica",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019349-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.985v6f
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-97.42387 25.00936,-82.88739 25.00936,-82.88739 29.88189,-97.42387 29.88189,-97.42387 25.00936))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Actiniaria",
 "Year 2017-2018"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019351-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7d2kr
title: Occurrence Download

description: A dataset containing 8052 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Estudios bióticos: Plantas, artropofauna edáfica, anfibios y aves del Complejo de Páramos Iguaque Merchán"
 ]
}

 The dataset includes 8052 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019353-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ax6nf
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia pickelii"
 ]
}

 The dataset includes 19 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019354-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8x8g6
title: Occurrence Download

description: A dataset containing 4533 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Rasgos funcionales de plantas, anfibios y aves estudios bióticos complejos de páramos Chiles - Cumbal, La Cocha - Patascoy, Doña Juana - Chimayoy"
 ]
}

 The dataset includes 4533 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019356-250827131500795/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.30032110
title: Comparative Study of Cyclic Bounce Models and the PTPC Framework

description: Cyclic cosmologies offer an alternative to singular Big Bang models by replacing the initial singularity with a sequence of bounces. A central challenge for all such models is the entropy problem: how to prevent entropy accumulation across successive cycles. In this paper we provide a comparative study of leading cyclic scenarios, including Conformal Cyclic Cosmology (CCC), Loop Quantum Cosmology (LQC), ekpyrotic/brane-collision models, and black-hole channel proposals. Each addresses singularity resolut...<br>
DOI: 10.6084/m9.figshare.30032110.v1
title: Comparative Study of Cyclic Bounce Models and the PTPC Framework

description: Cyclic cosmologies offer an alternative to singular Big Bang models by replacing the initial singularity with a sequence of bounces. A central challenge for all such models is the entropy problem: how to prevent entropy accumulation across successive cycles. In this paper we provide a comparative study of leading cyclic scenarios, including Conformal Cyclic Cosmology (CCC), Loop Quantum Cosmology (LQC), ekpyrotic/brane-collision models, and black-hole channel proposals. Each addresses singularity resolut...<br>
DOI: 10.25574/24099
title: Chandra X-ray Observatory ObsId 24099

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.25574/25662
title: Chandra X-ray Observatory ObsId 25662

description: AO-23 Big Dither Observation of Mkn421
DOI: 10.34740/kaggle/dsv/12941910
title: price for lighting UK
DOI: 10.15468/dl.89a76d
title: Occurrence Download

description: A dataset listing the 1750 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-48.24696 -20.19971,-47.25742 -20.19971,-47.25742 -19.87367,-48.24696 -19.87367,-48.24696 -20.19971))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 1750 records were derived from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019338-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3310101501-eng
title: Canadian Business Counts, without employees, June 2025

description: Canadian Business Counts, location counts without employees, by North American Industry Classification System (NAICS), Canada and provinces, June 2025.
DOI: 10.25375/uct.30025306
title: <b>Computational Fluid Dynamics: Clot Modelling in Venous Valves with Variable Aperture</b>

description: A computational study that investigates flow and clot formation in response to changing venous valve aperture. Dysfunction of venous valves is a key factor in deep vein thrombosis (DVT), which can lead to chronic venous insufficiency and pulmonary embolism. This study investigates how valve aperture influences haemodynamics and clot formation using computational fluid dynamics (CFD). Five idealized two-dimensional valve geometries were modelled under both steady and pulsatile flow conditions. A convection-diffusion-reaction framework was employed to simulate thrombin-fibrinogen interactions, incorporating Michaelis-Menten kinetics to model fibrin formation. Results showed that smaller valve openings caused increased thrombin accumulation and more extensive clot formation, particularly under pulsatile flow. Double-valve configurations exhibited significant thrombin and fibrin buildup in distal pockets, indicating a higher risk of thrombosis. The findings emphasize the importance of valve geometry and flow conditions in DVT development and provide a foundation for future patient-specific 3D modelling.The attached Excel file contains the data set used in generating the various charts presented in the study titled "<b>Computational Fluid Dynamics: Clot Modelling in Venous Valves with Variable Aperture</b>" 2025. All datasets were obtained from ANSYS Fluent simulation results. The Excel file is made of nine sheets, namely: All charts, Fibrin charts, Clot size, Combined Thrombin Plot, Thrombin plot – 70, Thrombin plot - 70 – 70, Thrombin plot – 50, Thrombin plot - (50 - 50), and Thrombin plot - (50 - 50) respectively.The “<b>All charts</b>” sheet shows all the charts present in the Excel file at a glance without the data set behind these charts.“<b>Fibrin charts</b>” present the probe point and random cell fibrin concentration measurement in the flow domain. These datasets are generated from the study’s simulation results.The sheet named “<b>Clot size</b>” presents the clot growth with time. This chart was obtained by using the Area Weighted Average as a metric to obtain clot growth. At the end of each simulation, the Area Weighted Average datasets obtained were recorded for comparative analysis of the clot size in each geometry, as presented in the histogram on this sheet.The “<b>Combined Thrombin Plot</b>” presents all the reactive and non-reactive thrombin concentrations at three different probe points. All probe point values are in millimeters. In the distal valve at ((x, 20.56), (x, 25.5), (x, 29.5)) and proximal valve at ((x, 70.56), (x, 75.5), (x, 79.5)). The value of x ranges between 5 - 5.8.The remaining sheets, namely: <b>Thrombin plot – 70</b>, <b>Thrombin plot - 70 – 70</b>, <b>Thrombin plot – 50</b>,<b> Thrombin plot - (50 - 50)</b>, and <b>Thrombin plot - (50 - 50),</b> respectively, present the thrombin concentration data in each geometry considered in the study.
DOI: 10.25375/uct.30025306.v1
title: <b>Computational Fluid Dynamics: Clot Modelling in Venous Valves with Variable Aperture</b>

description: A computational study that investigates flow and clot formation in response to changing venous valve aperture. Dysfunction of venous valves is a key factor in deep vein thrombosis (DVT), which can lead to chronic venous insufficiency and pulmonary embolism. This study investigates how valve aperture influences haemodynamics and clot formation using computational fluid dynamics (CFD). Five idealized two-dimensional valve geometries were modelled under both steady and pulsatile flow conditions. A convection-diffusion-reaction framework was employed to simulate thrombin-fibrinogen interactions, incorporating Michaelis-Menten kinetics to model fibrin formation. Results showed that smaller valve openings caused increased thrombin accumulation and more extensive clot formation, particularly under pulsatile flow. Double-valve configurations exhibited significant thrombin and fibrin buildup in distal pockets, indicating a higher risk of thrombosis. The findings emphasize the importance of valve geometry and flow conditions in DVT development and provide a foundation for future patient-specific 3D modelling.The attached Excel file contains the data set used in generating the various charts presented in the study titled "<b>Computational Fluid Dynamics: Clot Modelling in Venous Valves with Variable Aperture</b>" 2025. All datasets were obtained from ANSYS Fluent simulation results. The Excel file is made of nine sheets, namely: All charts, Fibrin charts, Clot size, Combined Thrombin Plot, Thrombin plot – 70, Thrombin plot - 70 – 70, Thrombin plot – 50, Thrombin plot - (50 - 50), and Thrombin plot - (50 - 50) respectively.The “<b>All charts</b>” sheet shows all the charts present in the Excel file at a glance without the data set behind these charts.“<b>Fibrin charts</b>” present the probe point and random cell fibrin concentration measurement in the flow domain. These datasets are generated from the study’s simulation results.The sheet named “<b>Clot size</b>” presents the clot growth with time. This chart was obtained by using the Area Weighted Average as a metric to obtain clot growth. At the end of each simulation, the Area Weighted Average datasets obtained were recorded for comparative analysis of the clot size in each geometry, as presented in the histogram on this sheet.The “<b>Combined Thrombin Plot</b>” presents all the reactive and non-reactive thrombin concentrations at three different probe points. All probe point values are in millimeters. In the distal valve at ((x, 20.56), (x, 25.5), (x, 29.5)) and proximal valve at ((x, 70.56), (x, 75.5), (x, 79.5)). The value of x ranges between 5 - 5.8.The remaining sheets, namely: <b>Thrombin plot – 70</b>, <b>Thrombin plot - 70 – 70</b>, <b>Thrombin plot – 50</b>,<b> Thrombin plot - (50 - 50)</b>, and <b>Thrombin plot - (50 - 50),</b> respectively, present the thrombin concentration data in each geometry considered in the study.
DOI: 10.15468/dl.ffszcp
title: Occurrence Download

description: A dataset containing 1113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus scapiger"
 ]
}

 The dataset includes 1113 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019358-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n5w6s
title: Occurrence Download

description: A dataset containing 283737 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "Geometry POLYGON((10.5221 55.81171,10.52967 55.78432,10.54337 55.77026,10.55526 55.76449,10.56896 55.76738,10.58878 55.76665,10.6223 55.76233,10.62843 55.77458,10.63636 55.78107,10.64176 55.78936,10.64897 55.80847,10.63996 55.82108,10.64068 55.83045,10.64969 55.84739,10.66591 55.86181,10.68141 55.8683,10.68069 55.87695,10.67853 55.89209,10.64357 55.87839,10.63131 55.8856,10.62915 55.89461,10.62014 55.89569,10.61473 55.90614,10.62086 55.91047,10.6551 55.91299,10.65294 55.9202,10.62987 55.92705,10.6187 55.92705,10.60897 55.93065,10.58482 55.94543,10.574 55.96237,10.56247 56.0049,10.51489 55.98039,10.51958 55.95588,10.53219 55.93642,10.55562 55.93462,10.57292 55.93065,10.5877 55.92416,10.59707 55.90939,10.59347 55.89461,10.58734 55.87803,10.57761 55.86722,10.55814 55.86722,10.54517 55.86722,10.53724 55.86001,10.52534 55.8528,10.5221 55.81171))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 283737 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019329-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/rqtax0
title: EDUL_EMPA_EH.csv

description: :unav
DOI: 10.57745/7nkrdu
title: Microprobe analysis SWIR basaltic glasses

description: The file EDUL_EMPA-EH.csv includes a geochemical dataset of basaltic glasses from the Southwest Indian Ridge (cruise EDUL MD-107). The major element compositions were measured by E. Humler between 1998 and 1999 at the University of Paris 7 using the CAMECA SX50 electron microprobe of the CAMPARIS[1] analytical platform. Analytical conditions included a 15 kV accelerating voltage, 20 nA beam current, and a 10 μm beam diameter. Counting times were 30 s for Na₂O, TiO₂, and FeOt (where “t” indicates total iron), 60 s for Al₂O₃, SiO₂, CaO, and MgO, 70 s for K₂O, and 100 s for P₂O₅ and MnO. The analytical sequence utilized simultaneously the four spectrometers equipped with TAP, LIF, and PET crystals, in the order listed bellow: Analytical Sequence: TAP: Na₂O, CaO, MnO TAP: TiO₂, MgO, P₂O₅ LIF: FeO, K₂O PET: SiO₂, Al₂O₃ For each sample, a minimum of six analytical spots was performed and averaged to obtain representative compositions go the melts. Every 30 to 50 measurements, five points were analyzed on the Lamont in-house natural glass standard JDF-D2 (East Pacific Rise) provided by C.H. Langmuir. Regular analysis of the JDF-D2 throughout each analytical session allowed for monitoring and correcting instrumental drift of the electron microprobe, following the method described by Reynolds and Langmuir (1997). All analyzed compositions were normalized to the recommended composition of the JDF-D2 standard (Reynolds and Langmuir, 1997): JDF-D2 Recommended Value ±1σ Precision [2] (wt.%) SiO₂: 50.80±0.17 TiO₂: 1.92±0.02 MnO: 0.22±0.02 Al₂O₃: 13.71±0.05 FeOt: 12.12±0.13 MgO: 6.59±0.09 CaO: 10.64±0.09 Na₂O: 2.75±0.05 K₂O: 0.20±0.005 P₂O₅: 0.22±0.01 Total: 99.77 [1] http://ecceterra.sorbonne-universite.fr/fr/les_services_aoc/les_plateformes_analytiques2/plateforme_men.html [2] typical values on 5-6 replicate analyses Bibliography : Reynolds J. R., Langmuir C. H. (1997) Petrological systematics of Mid-Atlantic Ridge south of Kane: implications for ocean crust formation. J. Geophys. Res. 102, 14915–14946.
DOI: 10.15468/dl.ez9sy3
title: Occurrence Download

description: A dataset containing 9259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Annona senegalensis)"
 ]
}

 The dataset includes 9259 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019361-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15215205
title: O PERFIL DO GESTOR DO SEGMENTO DE BORDADOS COMPUTADORIZADOS NA CIDADE DE BLUMENAU/SC
DOI: 10.5281/zenodo.15215206
title: O PERFIL DO GESTOR DO SEGMENTO DE BORDADOS COMPUTADORIZADOS NA CIDADE DE BLUMENAU/SC
DOI: 10.15468/dl.jbzaux
title: Occurrence Download

description: A dataset containing 1770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Onychodactylus Tschudi, 1838"
 ]
}

 The dataset includes 1770 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104720-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ra4i6k
title: Occurrence Download

description: A dataset containing 718 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Holochilus sciureus Wagner, 1842"
 ]
}

 The dataset includes 718 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013331-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n24a3u
title: Occurrence Download

description: A dataset containing 23849 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthurus nigricans (Linnaeus, 1758)"
 ]
}

 The dataset includes 23849 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026530-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3geekq
title: Occurrence Download

description: A dataset containing 189952 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platysteiridae"
 ]
}

 The dataset includes 189952 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223284-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4feocn
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belarus",
 "TaxonKey is Pseudepidalea viridis (Laurenti, 1768)"
 ]
}

 The dataset includes 184 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013331-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.