cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19328855
title: Supplementary Material for: R848/TLR7-Mediated Stronger CD8<sup>+</sup> T Immunity Is Dependent on DC-NK Cell Interactions

description: <b><i>Background:</i></b> Toll-like receptor (TLR) 7 agonists are effective candidates for Th1 immune adjuvants, which compensate for the insufficient Th1 immune responses induced by traditional adjuvants. This effect is currently dependent on TLR7-mediated induction of dendritic cell (DC) maturation and increased IL-12 production. <b><i>Methods:</i></b> In vivo, we intraperitoneally injected TLR agonists with OVA, and LNs were collected for detection. In vitro, Activated DCs, natural killer (NK) cells, and CD8<sup>+</sup> T cells were tested using flow cytometry for surface expression and enzyme-linked immunosorbent assay for cytokine production. NK cell migration was evaluated using transwell system. All experiments were performed in both C57BL/6 and BALB/C backgrounds. <b><i>Results:</i></b> Our findings revealed that the enhanced CD8<sup>+</sup> T immunity characterized by CD8<sup>+</sup> T accumulation, proliferation, and IFN-γ<sup>+</sup>CD8<sup>+</sup> T induction induced by R848 was attributed to DC-dependent NK cell migration and DC-NK interactions. Our results demonstrated that R848 induced CD8<sup>+</sup> T cell accumulation and IFN-γ<sup>+</sup>CD8<sup>+</sup> T cells in lymph nodes (LNs) to a greater degree in vivo than TLR4 agonists (lipopolysaccharide) and TLR9 agonists (Class C CPG). R848-activated DCs enhanced CD8<sup>+</sup> T cell proliferation and increased IFN-γ<sup>+</sup>CD8<sup>+</sup> T cells with the assistance of NK cells. In contrast, depletion of NK cell decreased IFN-γ<sup>+</sup>CD8<sup>+</sup> T cell production. Greater NK cell migration to LNs occurred in R848-immunized mice. A similar effect of R848 on NK cell migration was observed in an in vitro transwell study. When co-cultured, NK cells plus R848 could promote DCs maturation, and in turn, DCs in combination of R848 augmented NK cells activation. Further studies demonstrated that among several TLR agonists, R848 produced the largest amount of the chemokine CXCL9 from activated DCs, which is relevant to NK cell migration. CXCL9 blockade reduced the number of migrated NK cells, and the addition of CXCL9 increased the number of NK cells. <b><i>Discussion:</i></b> Taken together, R848-mediated stronger CD8<sup>+</sup> T cell immunity does not depend on DC activation alone, rather that NK cells must also be considered. By increasing our immunological understanding of the effect of R848/TLR7, these findings provide a new perspective for applying R848 in future clinical studies.
DOI: 10.25405/data.ncl.19313939
title: Morphogenesis of the mammalian aortic arch arteries

description: AmiraMesh datasets of mouse and human fetuses.Mouse fetuses (collected in accordance with UK Home Office Animals (Scientific Procedures) Act 1986) were fixed in 4% paraformaldehyde and scanned by magnetic resonance imaging.Human fetuses were obtained from the MRC/Wellcome-Trust funded Human Developmental Biology Resource maintained at Newcastle University (www.hdbr.org), and processed for micro-CT imaging.Data were opened in Amira Imaging software and saved as AmiraMesh files. These files were segemented to produce the three-dimensional images shown in the paper.<br>
DOI: 10.25405/data.ncl.19313939.v1
title: Morphogenesis of the mammalian aortic arch arteries

description: AmiraMesh datasets of mouse and human fetuses.Mouse fetuses (collected in accordance with UK Home Office Animals (Scientific Procedures) Act 1986) were fixed in 4% paraformaldehyde and scanned by magnetic resonance imaging.Human fetuses were obtained from the MRC/Wellcome-Trust funded Human Developmental Biology Resource maintained at Newcastle University (www.hdbr.org), and processed for micro-CT imaging.Data were opened in Amira Imaging software and saved as AmiraMesh files. These files were segemented to produce the three-dimensional images shown in the paper.<br>
DOI: 10.15468/dl.zz6k2g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scolymus hispanicus",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019197-250827131500795/datasets/export for details.
DOI: 10.15468/dl.h4h9pa
title: Occurrence Download

description: A dataset containing 4825 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Veronica gracilis"
 ]
}

 The dataset includes 4825 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019199-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16936465
title: A Comprehensive Radar-Based Berthing-Aid Dataset (R-BAD) and Onboard System for Safe Vessel Docking

description: The Radar-Based Berthing Aid Dataset (R-BAD) is an openly accessible dataset designed to support the development of safe and intelligent ship berthing systems. It was collected onboard an operational Ro-Ro/Passenger ferry and contains over 69 hours of synchronized FMCW radar point clouds and video recordings across 13 ports and multiple operational scenarios, including arrivals, departures, port idle, and cruising maneuvers.

The dataset is organized into two parts:





Raw Aggregated Frames Data: structured radar detections (CSV) paired with synchronized video (MP4).




Labelled Buffers Data: annotated radar detections grouped into buffers, suitable for machine/deep learning applications in clustering, tracking, and classification.



R-BAD provides a unique benchmark for research on short-range maritime obstacle detection, radar-based perception, and autonomous berthing systems. By making this dataset freely available, we aim to foster innovation in maritime safety, intelligent transportation, and autonomous navigation.
DOI: 10.15468/dl.v2bs35
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scolymus hispanicus",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019201-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.15767379
title: A Comprehensive Radar-Based Berthing-Aid Dataset (R-BAD) and Onboard System for Safe Vessel Docking

description: The Radar-Based Berthing Aid Dataset (R-BAD) is an openly accessible dataset designed to support the development of safe and intelligent ship berthing systems. It was collected onboard an operational Ro-Ro/Passenger ferry and contains over 69 hours of synchronized FMCW radar point clouds and video recordings across 13 ports and multiple operational scenarios, including arrivals, departures, port idle, and cruising maneuvers.

The dataset is organized into two parts:





Raw Aggregated Frames Data: structured radar detections (CSV) paired with synchronized video (MP4).




Labelled Buffers Data: annotated radar detections grouped into buffers, suitable for machine/deep learning applications in clustering, tracking, and classification.



R-BAD provides a unique benchmark for research on short-range maritime obstacle detection, radar-based perception, and autonomous berthing systems. By making this dataset freely available, we aim to foster innovation in maritime safety, intelligent transportation, and autonomous navigation.
DOI: 10.48784/a47d13be-b879-47a8-9b1b-731621fbb4b6
title: EO4MULTIHAZARDS Events Database
title: EO4MULTIHAZARDS DB

description: The EO4MULTIHAZARDS Events Database provides the scientific community with reliable data and promotes comprehensive research efforts on multi-hazard events. The collected datasets come from various sources and are updated automatically or manually when new data becomes available. The following is a list of data sources:

- EMDAT portal provides a REST-API for authorized users to download data.
- EFFIS portal provides a standard and open Web Feature Service (WFS) for downloading datasets.
- British Geological Survey collects events datasets in United Kingdom and uploads new data to the database as it becomes available.

The collected information is available for visualization, but the full dataset is not downloadable due to license restrictions on the input data. Events are accessible via the web interface without restriction, and query results are available for download. Additional information is available on the Web Interface page. For this project, we harmonized the input datasets into a common format to easily compare them. Here, we describe the Web Interface's most important functionalities for exploring event information, visualizing related events, and finding useful Earth Observation (EO) datasets for further analysis. This list of useful EO datasets is composed of the datasets used in the project's case studies and will be maintained by the partners in the future.
DOI: 10.11583/dtu.14501628
title: Precipitation data from a disdrometer installed at Voulund, Denmark

description: This dataset consists of 1-minute precipitation measurements observed with a OTT Parsivel2 installed on the ground at Voulund, Denmark, a site of the Danish Meteorological Institute (DMI). The period includes around 1.67 years of measurements. See https://doi.org/10.1127/metz/2021/1063 for more details about the station.
DOI: 10.11583/dtu.14501628.v2
title: Precipitation data from a disdrometer installed at Voulund, Denmark

description: This dataset consists of 1-minute precipitation measurements observed with a OTT Parsivel2 installed on the ground at Voulund, Denmark, a site of the Danish Meteorological Institute (DMI). The period includes around 1.67 years of measurements. See https://doi.org/10.1127/metz/2021/1063 for more details about the station.
DOI: 10.11583/dtu.14501628.v1
title: Precipitation data from a disdrometer installed at Voulund, Denmark

description: This dataset consists of 1-minute precipitation measurements observed with a OTT Parsivel2 installed on the ground at Voulund, Denmark, a site of the Danish Meteorological Institute (DMI). The period includes around 1.67 years of measurements. See https://doi.org/10.1127/metz/2021/1063 for more details about the station.
DOI: 10.15468/dl.abkan5
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geophagus sveni)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 69 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019202-250827131500795/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.30026605
title: SEQUENCING RESULTS

description: Various indigenous mushroom varieties grow wild in Kenya. The lack of information on their genetic diversity and medicinal properties is a major obstacle to expanding the pharmaceutical and food industries that depend on these mushrooms as raw materials. In this study, 15 indigenous mushroom species from the Arabuko Sokoke forest were collected, identified, and their medicinal properties profiled. The aim was to evaluate the genetic diversity and antimicrobial activity of these local species. The study involved characterizing indigenous mushroom accessions, testing their antimicrobial effectiveness via disc-diffusion, and identifying the bioactive compounds responsible for antimicrobial effects. Two accessions, <i>Ganoderma mbrekobenum</i> and <i>Leiotrametes lactinea,</i> showed antimicrobial activity against <i>E. coli</i> and <i>S. aureus</i>, confirmed through disc diffusion and gas chromatography-mass spectrometry. Data from the assays were analyzed using ANOVA to produce graphs and assess the significance of activity compared to 10µg ampicillin. Bioactive compounds identified through GC-MS were docked against target enzymes using PyRx, Chimera, and Biovia to evaluate their binding affinity. Mushroom DNA was extracted from the 15 samples using a modified CTAB protocol, then amplified and purified for the ITS region. Sequences were obtained via Sanger sequencing, with CLUSTAL W and MEGA11 software used for alignment and phylogenetic analysis of relationships. These indigenous mushrooms demonstrate a wide range of pharmacological activities. The findings are expected to guide the development of key policies and prospects for the mushroom industry in Kenya.
DOI: 10.6084/m9.figshare.30026605.v1
title: SEQUENCING RESULTS

description: Various indigenous mushroom varieties grow wild in Kenya. The lack of information on their genetic diversity and medicinal properties is a major obstacle to expanding the pharmaceutical and food industries that depend on these mushrooms as raw materials. In this study, 15 indigenous mushroom species from the Arabuko Sokoke forest were collected, identified, and their medicinal properties profiled. The aim was to evaluate the genetic diversity and antimicrobial activity of these local species. The study involved characterizing indigenous mushroom accessions, testing their antimicrobial effectiveness via disc-diffusion, and identifying the bioactive compounds responsible for antimicrobial effects. Two accessions, <i>Ganoderma mbrekobenum</i> and <i>Leiotrametes lactinea,</i> showed antimicrobial activity against <i>E. coli</i> and <i>S. aureus</i>, confirmed through disc diffusion and gas chromatography-mass spectrometry. Data from the assays were analyzed using ANOVA to produce graphs and assess the significance of activity compared to 10µg ampicillin. Bioactive compounds identified through GC-MS were docked against target enzymes using PyRx, Chimera, and Biovia to evaluate their binding affinity. Mushroom DNA was extracted from the 15 samples using a modified CTAB protocol, then amplified and purified for the ITS region. Sequences were obtained via Sanger sequencing, with CLUSTAL W and MEGA11 software used for alignment and phylogenetic analysis of relationships. These indigenous mushrooms demonstrate a wide range of pharmacological activities. The findings are expected to guide the development of key policies and prospects for the mushroom industry in Kenya.
DOI: 10.25318/1310096401-fra
title: Estimations de la survie nette prédite sur une période de cinq ans, selon l'âge, pour certains cancers, par sexe, 2019 à 2021

description: Estimations nationales (excluant le Québec) de la survie nette après cinq ans pour 11 types de cancer par groupe d’âge au moment du diagnostic. La survie nette désigne la probabilité de survie qui serait observée dans l’hypothèse où le cancer à l’étude serait la seule cause de décès possible. La survie prédite fournit une estimation plus à jour de la survie en se référant exclusivement à la survie caractérisant les cas de cancer au cours d'une période récente.
DOI: 10.35097/d9jqc09axrc2ju89
title: Doppler lidar measurements from Albbruck, Swabian MOSES 2023, Level 0 netCDF files

description: Original Doppler lidar measurements from the Doppler lidar Leosphere WLS200s_172 located at Albbruck, Germany (47.5858°N, 8.13°E) during the Swabian MOSES 2023 field campaign from June to August 2023. An instrument failure occurred on 24th August 2023. Measurements after this failure are not valid.
description: Doppler lidar Leosphere WLS200s
DOI: 10.15468/dl.92kw49
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis bicumulus"
 ]
}

 The dataset includes 82 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019203-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sym6nt
title: Occurrence Download

description: A dataset containing 61963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-79.066271815985 43.09506763417619, -79.06963923626888 43.095965457366546, -79.0731810308344 43.09636446894963, -79.07676099518505 43.09624932298043, -79.08024145375003 43.09562444800019, -79.08348856584627 43.09451387630977, -79.08637748260017 43.09296031757211, -79.08879715459308 43.09102351277957, -79.09065460398686 43.088777932561456, -79.09187849626092 43.08630990918169, -79.09242187450965 43.08371431337629, -79.09226395230016 43.0810909045701, -79.091410897971 43.0785404953333, -79.08989558244356 43.07616107775544, -79.08777630254225 43.07404406051443, -79.0851345309331 43.072270760813325, -79.0820717806299 43.07090928527857, -79.07870570525108 43.070011918791884, -79.07516558468487 43.06961312066792, -79.07158736857649 43.06972820435441, -79.06810846634272 43.07035275079219, -79.06486248172926 43.07146277769796, -79.06197409196069 43.07301565834727, -79.05955426622693 43.074951754980674, -79.05769600577183 43.07719670477958, -79.0564707685928 43.07966427145571, -79.05592571634494 43.08225965380201, -79.05608189031233 43.08488312489091, -79.05693338831041 43.08743386267016, -79.05844757635502 43.08981382503263, -79.06056632927086 43.09193152036194, -79.06320825462062 43.09370552822224, -79.066271815985 43.09506763417619))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 61963 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019172-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ah7nn
title: Occurrence Download

description: A dataset containing 7347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Marcgraviaceae"
 ]
}

 The dataset includes 7347 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019204-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17017990
title: PUDL Raw EIA Form 860M

description: Raw US Energy Information Administration (EIA) Form 860M data, archived from https://www.eia.gov/electricity/data/eia860m/


This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:



	
The PUDL Repository on GitHub
	
PUDL Documentation
	
Other Catalyst Cooperative data archives
DOI: 10.6084/m9.figshare.30031432
title: Antarctic pyroxene scandium supplementary materials

description: This supplemental document provides data sources containing metamorphic P–T paths and major and trace elements of minerals.
DOI: 10.6084/m9.figshare.30031432.v1
title: Antarctic pyroxene scandium supplementary materials

description: This supplemental document provides data sources containing metamorphic P–T paths and major and trace elements of minerals.
DOI: 10.15468/dl.aks98m
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrolagus pallidus"
 ]
}

 The dataset includes 49 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019211-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35097/684
title: Longterm Shear Wave Splitting Measurements at the Black Forest Observatory

description: This dataset contains shear wave splitting measurements (SWSMs) on SKS and SKKS phases at the permanent broadband seismological recording station Black Forest Observatory (BFO), Germany. Splitting parameters (fast polarization direction and delay time) were obtained with the MATLAB package SplitLab (Wüstefeld et al. 2008) simultaneously applying the rotation-correlation method (Bowman & Ando 1987) and the energy minimization method (Silver & Chan 1991). Only single-event analysis SWSMs of good and fair qualities are reported. Information of the used earthquakes are included. CSV as well as PDF files are provided. Details can be found in the README. The dataset is related to the publication Ritter et al. (2022), J Seismol, https://doi.org/10.1007/s10950-022-10112-w, https://doi.org/10.1007/s10950-023-10136-w.
description: Black Forest Observatory (BFO) (1971). Black Forest Observatory Data. GFZ Data Services. https://doi.org/10.5880/BFO.
description: Ritter J. R. R., Fröhlich Y., Sanz Alonso Y. & Grund M. (2022). Short-scale laterally varying SK(K)S shear wave splitting at BFO, Germany – implications for the determination of anisotropic structures. Journal of Seismology. https://doi.org/10.1007/s10950-022-10112-w, https://doi.org/10.1007/s10950-023-10136-w.
description: Fröhlich Y., Grund M. & Ritter J. R. R. (2024). Longterm Shear Wave Splitting Measurements in the Upper Rhine Graben Area. Karlsruhe Institute of Technology. https://dx.doi.org/10.35097/685.
DOI: 10.35097/685
title: Longterm Shear Wave Splitting Measurements in the Upper Rhine Graben Area

description: This dataset contains shear wave splitting measurements (SWSMs) on SKS, SKKS, and PKS phases at the (semi-) permanent broadband seismological recording stations Black Forest Observatory (BFO), Welschbruch (WLS), Stuttgart (STU), Échery (ECH), Karlsruhe-Durlach (TMO44), and KIT-GPI (TMO07). Splitting parameters (fast polarization direction and delay time) were obtained with the MATLAB package SplitLab (Wüstefeld et al. 2008) simultaneously applying the rotation-correlation method (Bowman & Ando 1987) and the energy minimization method (Silver & Chan 1991). Additionally, the splitting intensity (Chervot 2000) is reported. Only single-event analysis SWSMs of good and fair qualities are reported. Information of the used earthquakes are included. CSV as well as PDF files are provided. Details can be found in the README. The dataset is related to the publication Fröhlich et al. (2024), GJI, https://doi.org/10.1093/gji/ggae245.
description: Black Forest Observatory (BFO) (1971). Black Forest Observatory Data. GFZ Data Services. https://doi.org/10.5880/BFO.
description: RESIF (1995). RESIF-RLBP French Broad-band network, RESIF-RAP strong motion network and other seismic stations in metropolitan France, RESIF - Réseau Sismologique et géodésique Français, https://doi.org/10.15778/RESIF.FR.
description: GEOFON Data Centre (1993). GEOFON (GeoForschungsNetz), Deutsches GeoForschungsZentrum (GFZ), Seismic Network, https://doi.org/10.14470/TR560404.
description: GEOSCOPE (1982). French Global Network of broad band seismic stations, Institut de physique du globe de Paris (IPGP) & Ecole et Observatoire des Sciences de la Terre de Strasbourg (EOST), https://doi.org/10.18715/GEOSCOPE.G.
description: KArlsruhe BroadBand Array (Karlsruhe BreitBand Array (KABBA), http://ws.gpi.kit.edu. | AlpArray Seismic Network (2015). AlpArray Seismic Network (AASN), Seismic Network, temporary component, AlpArray Working Group, https://doi.org/10.12686/alparray/z3_2015.
description: Fröhlich Y., Grund M. & Ritter J. R. R. (2024). Lateral and vertical variations of seismic anisotropy in the lithosphere-asthenosphere system underneath Central Europe from long-term splitting measurements. Geophysical Journal International, 239(1), 112-135. https://doi.org/10.1093/gji/ggae245.
description: Fröhlich Y., Ritter J. R. R., Sanz-Alonso Y. & Grund M. (2022). Longterm Shear Wave Splitting Measurements at the Black Forest Observatory. Karlsruhe Institute of Technology. https://dx.doi.org/10.35097/684.