cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qupg66
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron dignabile Cowan"
 ]
}

 The dataset includes 51 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001896-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.hiq11oy6
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (41 records)
DOI: 10.1285/i24995835v2025n23p66
title: Media Education: rileggerne il ruolo nell'era post-mediale

description: La Media Education ha tra i suoi principi ispiratori la conoscenza critica dei media, a cui indirizzare educandi e discenti attraverso processi formativi appositamente studiati. Pur non travalicandone il senso originario, all'interno della società post-mediale occorre però ripensarla sotto il profilo epistemologico e didattico. I percorsi di Media Education, infatti, non possono più fare a meno di integrare elementi multiculturali e di AI Education, poiché è la stessa società contemporanea a richiederlo. Il presente contributo, pertanto, circostanziandosi alla scuola secondaria di primo grado, intende ridefinire il concetto di Media Education nella società postmoderna. Lo fa approfondendo le modalità operative mediante le quali gli elementi multiculturali e di AI Education si possono integrare nelle pratiche formative riguardanti i media, con l'obiettivo di sviluppare negli alunni una nuova concezione di cittadinanza.
description: Media Education is grounded in the principle of fostering a critical understanding of media, to which learners should be guided through specifically designed educational processes. Without departing from its original meaning, however, it is necessary to reconsider Media Education within the post-media society from both an epistemological and a pedagogical perspective. Educational pathways in Media Education can no longer dispense with the integration of multicultural elements and AI Education, since contemporary society itself demands such an approach. This contribution, therefore, focusing on lower secondary school, aims to redefine the concept of Media Education in postmodern society. It does so by examining the operational strategies through which multicultural and AI Education components can be integrated into media-related educational practices, with the ultimate goal of fostering in students a renewed conception of citizenship.
DOI: 10.6084/m9.figshare.31229059
title: Dataset for "Passive Cryogenic Vacuum Metrology from Translational Damping of a Meissner-Levitated Magnetic Sphere"

description: Pressure metrology in cryogenic ultrahigh vacuum (UHV) is limited by the need for in situ readout that does not perturb the cold environment. We propose a passive gauge based on the vertical translational mode of a ferromagnetic sphere levitated above a superconducting surface by the Meissner effect. In the molecular-flow regime, gas--surface momentum exchange adds a damping rate $\gamma_{\mathrm{gas}}\propto P$, so the pressure can be inferred from mechanical ringdown. Using Fisher-information analysis, we derive Cram\'er--Rao lower bounds for estimating the total damping rate and propagate them to an analytic pressure uncertainty that includes pressure-independent losses from residual dissipation and eddy currents. The resulting scalings with sphere radius $R$ reveal an optimum: larger $R$ improves low-$P$ sensitivity but increases intrinsic damping and narrows the molecular-flow range. For $T_{\mathrm{env}}=4.2~\mathrm{K}$ and intrinsic damping $\gamma_{0}=10^{-6}~\mathrm{s}^{-1}$, we find $R_{\mathrm{opt}}\approx2.4~\mathrm{mm}$ and a resolution floor $\delta P_{\rm mea}\approx4\times10^{-10}~\mathrm{Pa}$ at signal-to-noise ratio 1, with a molecular-flow upper limit of $10^{-2}$--$10^{-1}~\mathrm{Pa}$ set by gas species and the Knudsen criterion. These results provide sizing and integration-time guidelines for levitated-mechanical cryogenic vacuum gauges.
DOI: 10.7910/dvn/uruchi
title: Replication Data for: Bargaining Complexity Beyond Arithmetic

description: Political scientists lack a generally accepted definition of bargaining complexity, and attempts to quantify the complexity of political negotiations as such are rare. We argue that bargaining complexity is best defined as the amount of choice facing the negotiating actors, and best operationalized as the entropy of the probability distribution across potential bargaining outcomes. We apply this general approach to 343 government formation processes in advanced democracies, predicting the selection probability of each potential government using a state-of-the-art government formation model that integrates both arithmetic factors based on the number and size of parties, and inter-party relations such as ideological dispersion and pre-electoral coalitions. We then demonstrate how to use our measure to disentangle between different determinants of bargaining complexity. Lastly, we show that bargaining complexity is robustly related to how many potential governments and partners were considered but ultimately set aside during negotiations, and to the resulting cabinet's durability.
DOI: 10.15468/dl.2uptfw
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Elaphe davidi"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025474-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x687uw
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sapindus saponaria",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025863-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bappjq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sapindus saponaria",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025862-250811113504898/datasets/export for details.
DOI: 10.6141/tw-srda-ae010022-1
title: 2025 Digital Access Survey

description: Digital Access Survey
DOI: 10.6141/tw-srda-af010020-1
title: The General Public Survey on Judicial Cognition of 2025

description: General Public Survey on Judicial Cognition
DOI: 10.6141/tw-srda-c00391-4
title: The Happiness Thermometer Project

description: The Happiness Thermometer Project
DOI: 10.6141/tw-srda-c00392-4
title: The Happiness Thermometer Project

description: The Happiness Thermometer Project
DOI: 10.6141/tw-srda-c00397-3
title: The Happiness Thermometer Project

description: The Happiness Thermometer Project
DOI: 10.6141/tw-srda-c00402-3
title: The Happiness Thermometer Project 2021: Project_Panel2

description: The Happiness Thermometer Project
DOI: 10.6141/tw-srda-c00403-3
title: The Happiness Thermometer Project 2022:  Association with Environment

description: The Happiness Thermometer Project
DOI: 10.6141/tw-srda-d00262-2
title: Taiwan i-Generation Panel Study: wave1

description: Taiwan i-Generation Panel Study
DOI: 10.6141/tw-srda-d00268-1
title: Taiwan i-Generation Panel Study: wave2

description: Taiwan i-Generation Panel Study
DOI: 10.15468/dl.ufdntf
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sucrea",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005192-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ew7h8
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adolphia infesta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 397 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005193-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrp96e
title: Occurrence Download

description: A dataset containing 10192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stylodrilus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10192 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005195-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18410433
title: AKTIN - Daten zur Aufenthaltsdauer in Notaufnahmen

description: Im Datensatz "AKTIN – Daten zur Aufenthaltsdauer in Notaufnahmen" werden aggregierte Daten der Routinedokumentation aus einer Auswahl deutscher Notaufnahmen aus dem AKTIN-Notaufnahmeregister bereitgestellt. Anhand der Aufenthaltsdauer kann die Belastungssituation von Notaufnahmen abgeschätzt  werden. Dies ermöglicht eine kontinuierliche und transparente Surveillance der Akutversorgungslage in deutschen Notaufnahmen. Dazu werden die aktuellen Daten mit einem Referenzmittelwert verglichen, um die Belastungssituation von Notaufnahmen zu erfassen. Der Datensatz enthält aggregierte Angaben zu Besuchszahlen, mittlerer Aufenthaltsdauer sowie Abweichungen vom Referenzwert.
DOI: 10.5281/zenodo.18295254
title: Traning dataset of AetherCell: A generative engine for virtual cell perturbation and in vivo drug discovery

description: Pre-training bulk RNA-seq data
DOI: 10.5281/zenodo.18295255
title: Traning dataset of AetherCell: A generative engine for virtual cell perturbation and in vivo drug discovery

description: Pre-training bulk RNA-seq data
DOI: 10.15468/dl.bhbxqf
title: Occurrence Download

description: A dataset containing 594 records in GBIF matching the query:
SELECT
 '558' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 56.135291543055025
 AND decimalLatitude &lt;= 61.2993700571118
 AND decimalLongitude &gt;= 115.12816301363911
 AND decimalLongitude &lt;= 134.4772137880194
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 594 records were derived from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005183-260126135527185/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/14660166
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.7kcxs8
title: Occurrence Download

description: A dataset containing 2695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alphitonia excelsa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2695 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005197-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5q4sp
title: Occurrence Download

description: A dataset containing 48757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aporrectodea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48757 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005198-260126135527185/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.28582130
title: <b>From Catalytic Hydroborations Catalyzed by Sn(II) Cations to Photoluminescent </b>

description: NMR dataX ray dataemision data
DOI: 10.6084/m9.figshare.28582130.v2
title: <b>From Catalytic Hydroborations Catalyzed by Sn(II) Cations to Photoluminescent </b>

description: NMR dataX ray dataemision data
DOI: 10.6084/m9.figshare.28582130.v1
title: <b>From Catalytic Hydroborations to Photoluminescent </b><b><i>N</i></b><b>→Coordinated Boronic Esters</b>

description: NMR dataX ray dataemision data
DOI: 10.15468/dl.gnk2hs
title: Occurrence Download

description: A dataset containing 451259077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 451259077 records from 14732 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005148-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3dgtnm8j2t
title: Data for: An analytical workflow for seed-based correlation and independent component analysis in interventional resting-state fMRI studies.

description: Rs-fMRI data was acquired from 62 healthy adult (6–8 weeks old, 150–250 g) male Sprague Dawley rats under the effect of combined medetomidine-isoflurane anaesthesia (TE 11 ms and TR 1500 ms). Pre-processing of fMRI data included reorienting the brain into left-anterior-superior (LAS) axes (radiological view), skull-stripping, and upscaling the voxel sizes by a factor of 10. Single-session ICA was then carried out in FSL/MELODIC with the Gaussian kernel filter set to a full-width half maximum (FWHM) of 6.25 mm, a temporal high pass filter cut-off of 100 s and motion correction. FSL/FIX was manually trained by hand-labelling ICA’s decomposition of 60 datasets into signal or noise based on each component’s time-course, frequency, and spatial map. The trained weights training.RData file is provided here. The de-noised fMRI images were then coregistered to their respective T2-weighted images and normalised to a Sprague Dawley brain atlas. Multi-subject temporal concatenation group-ICA as implemented in FSL/MELODIC was carried out to identify functional network templates (provided here). These RSNs can be viewed by overlaying them on the brain atlas supplied. The use of an out-of-sample functional atlas is not recommended for rodent studies if study-specific variations are present. For example, the type and dose of anaesthetic used alter the relative localisation and strength of connectivity within specific networks and even the presence of some RSNs.
DOI: 10.17632/dxs7453ztz
title: HCWs Post SARS-CoV-2 Vaccination Data

description: This data is about immune response to Anti-SARS-CoV-2 vaccination in Healthcare workers at a a teaching hospital in Kenya. This was a follow-up study of over 1,600 HCWs who had participated in an earlier pre-vaccine SARS-CoV-2 seroprevalence study. The study population included clinical and non clinical staff working at the Aga Khan University Hospital Nairobi Kenya (AKUHN) and who during the COVID-19 epidemic were categorised into several risk groups depending on the perceived risk of exposure to SARS-CoV-2 infections in their work stations. Clinical and non-clinical HCWs working within AKUHN who were vaccinated were included in this follow-up study. Recruitment of participants for this phase started on October 19, 2021, and ended on November 30, 2022.
Each participant had blood samples drawn at two-time points spanning 6-18 months after vaccination. Additional data on vaccination, possible side effects, and a history of new SARS-CoV-2 infections were captured in an already existing REDCap® (Vanderbilt University) database. SARS-CoV-2 spike antibodies were determined using the Wantai® total spike antibody kit (Beijing Wantai Biological Pharmacy Enterprise, China) on an automated ELISA and chemiluminescent platform respectively. The Wantai® kit has a manufacturer’s reported sensitivity of 96.7% and a specificity of 97.5%. Results from these tests were expressed semi-quantitatively as a signal-to-cut-off ratio (S/Co) for both assays. A S/Co value ≥ 1.0 was considered positive.
Demographic, work related, clinical and laboratory data are in the spread sheet under the appropriate column headings.
DOI: 10.17632/ydtn73h5ff
title: Data for: Cost-effectiveness of nutrition policies to discourage processed meat consumption: implications for cancer burden in the United States

description: The DiCOM is a probabilistic state-transition cohort model that projects the population effect of nutrition policies on cancer outcomes. The model consists of 1) six health states: healthy without cancer, initial treatment with colorectal cancer, continuous care with colorectal cancer, initial treatment with stomach cancer, continuous care with stomach cancer, and dead (from cancer or other causes); 2) the annual likelihood of changes in health; and 3) the lifetime consequences of such changes on health outcomes and economic costs.14 Our model estimated health benefits (life years, quality-adjusted life-years (QALYs,) cancer incidence, and years living with cancer) and economic impact (e.g., policy implementation costs, healthcare costs, and productivity benefits).
DOI: 10.6084/m9.figshare.14622765.v1
title: South China Sea Benthic Type Reference Sample

description: This benthic reference data is intended for use as a calibration and/or validation data for global scale remote sensing image based classification of coral reef areas. The data is in a vector shapefile format consisting of polygons labelled with one of seven coral reef benthic classes that include Microalgal Mats, Coral/Algae, Rubble, Rock, Seagrass Dense, Seagrass Sparse, Sand. <b>Please cite data as:</b> Roelfsema, C., Borrego-Acevedo, R., Canto, R., Harris, D., Kennedy, E., Kovacs, E., Lyons, M., Markey, K., Murray, N., Ordonez Alvarez, A., Phinn, S., Roe, M., Say, C., Tudman, P., C., Wolff, J., Yuwono, D., Bambric, B., Fox, H., Lieb, Z., Asner , G., Knapp , D., Li, J., Harris, B., Larsen, K. & Rice, K. 2021. South China Sea Benthic Type Reference Sample. University of Queensland. DOI: https://doi.org/10.6084/m9.figshare.14622765 <b>Links to supplementary information:</b> Mapping methods overview (https://allencoralatlas.org/methods/) UQ mapping team web site (https://www.rsrc.org.au/globalreef) Detailed mapping methods description by Lyons et al. (https://doi.org/10.1002/rse2.157) Detailed classification scheme description by Kennedy et al. (https://doi.org/10.1038/s41597-021-00958-z) Detailed reference creation description workflow by Roelfsema et al. (https://doi.org/10.3389/fmars.2021.643381) <b>Funding:</b> Vulcan Inc., (https://vulcan.com) Great Barrier Reef Foundation (https://www.barrierreef.org/) <b>Acknowledgement:</b> This work was initiated and funded primarily through Paul Allen Philanthropies and Vulcan Inc. as part of the Allen Coral Atlas. We acknowledge the late Paul Allen and Ruth Gates for their fundamental vision and drive to enable us to work together on this critical reef mapping problem. Project partners providing financial, service and personnel include: Planet Inc., National Geographic, University of Queensland, Arizona State University, and University of Hawai'i. Significant support has also been provided by Google Inc., Great Barrier Reef Foundation, and Trimble (Ecognition). Contributors to establishing and running the project include: Vulcan Inc. [James Deutsch, Lauren Kickam, Paulina Gerstner, Charlie Whiton, Kirk Larsen, Sarah Frias Torres, Kyle Rice, Eldan Goldenberg, Janet Greenlee]; Planet Inc. [Andrew Zolli, Trevor McDonald, Joe Mascaro, Joe Kington]; University of Queensland [Chris Roelfsema, Stuart Phinn, Emma Kennedy, Mitch Lyons, Nicholas Murray, Doddy Yuwono, Dan Harris, Eva Kovacs, Rodney Borrego, Meredith Roe, Jeremy Wolff, Kathryn Markey, Alexandra Ordonez, Chantal Say, Paul Tudman]; Arizona State University [Greg Asner, Dave Knapp, Jiwei Li, Yaping Xu, Nick Fabina, Heather D'Angelo]; and National Geographic [Helen Fox, Brianna Bambic, Brian Free, Zoe Lieb] and Great Barrier Reef Foundation [Petra Lundgren, Kirsty Bevan, Sarah Castine]. Attributions of contributed field data or maps for the reference sample creation are available at: https://allencoralatlas.org/attribution/
DOI: 10.6084/m9.figshare.28399427.v1
title: CCLE&GDSC.rar

description: mRNA expression profile of cells in CCLE, and AUCs and compound information in GDSCdownloaded in Dec 2022
DOI: 10.6084/m9.figshare.961796.v2
title: Self-propulsion of dew drops on lotus leaves: a potential mechanism for self cleaning

description: This study shows that condensation on the hierarchically structured lotus leaf can facilitate self-propulsion of water droplets off the surface. Droplets on leaves inclined at high angles can be completely removed from the surface by self-propulsion with the assistance of gravity. Due to the small size of mobile droplets, light breezes may also fully remove the propelled droplets, which are typically projected beyond the boundary layer of the leaf cuticle. Moreover the self-propelled droplets/condensate were able to remove contaminants (eg silica particles) from the leaf surface. The biological significance of this process may be associated with maintaining a healthy cuticle surface when the action of rain to clean the surface <i>via</i> the lotus effect is not possible (due to no precipitation). Indeed, the native lotus plants in this study were located in a region with extended time periods (several months) without rain. Thus, dew formation on the leaf may provide an alternative self-cleaning mechanism during times of drought and optimise the functional efficiency of the leaf surface as well as protecting the surface from long term exposure to pathogens such as bacteria and fungi.
DOI: 10.17632/cdhndc3cvm
title: The merged data from ten radars in South China for a heavy rainfall event

description: The merged data from ten radars in South China for a heavy rainfall event occurred in June 2019.