cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qan89e
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.3403 -30.24814,-63.60613 -30.24814,-63.60613 -8.46748,-78.3403 -8.46748,-78.3403 -30.24814))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippocamelus antisensis (d'Orbigny, 1834)",
 "Year 2005-2025"
 ]
}

 The dataset includes 111 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009802-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57680/asep.0619210
title: Magnetic ground state discrimination of a Polyradical Nanog-raphene using Nickelocene-Functionalized Tips

description: The dataset contains experimental and theoretical data used to produce the figures for the publication. For each figure, there is a distinct folder (example: Fig1 for Figure 1), where the data is stored. Subfolders contain the raw data for the panels in each figure. Each file is self-explanatory and can be plotted with any usual plotting tool. For the maps, we provide inside each subfolder the individual curves.
DOI: 10.2908/sdg_05_61
title: Postes de cadres supérieurs occupés par femmes
title: Von Frauen besetzte Führungspositionen
title: Positions held by women in senior management

description: Dieser Indikator misst den Anteil von weiblichen (geschäftsführenden und nicht geschäftsführenden) Direktoren/Aufsichtsratsmitgliedern und nicht geschäftsführenden Direktoren/Aufsichtsratsmitgliedern in den größten börsennotierten Gesellschaften. Die in diesem Abschnitt dargestellten Daten stammen aus der Datenbank für Gender-Statistiken des Europäischen Instituts für Gleichstellungsfragen.
description: This indicator measures the share of female directors (executive and non-executive) and non-executive directors on formal boards in the largest publicly listed companies. The data presented in this section stem from the Gender Statistics Database of the European Institute for Gender Equality.
description: Cet indicateur mesure la part des femmes administrateurs (exécutifs et non exécutifs) et non exécutifs dans les conseils formels des plus grandes sociétés cotées en bourse. Les données présentées dans cette section proviennent de la base de données des statistiques sur le genre de l’Institut européen pour l’égalité entre les hommes et les femmes.
DOI: 10.2908/sdg_10_20
title: Revenu disponible brut ajusté des ménages par personne
title: Verfügbares Pro-Kopf-Einkommen der Haushalte
title: Disparities in adjusted gross disposable income of households per capita

description: Les disparités entre les revenus nationaux des ménages par habitant dans l’UE et dans la zone euro sont calculées comme étant le coefficient de variation du revenu disponible brut ajusté des ménages et des institutions sans but lucratif au service des ménages (ISBLSM) divisé par les parités de pouvoir d’achat (PPA) de la consommation individuelle réelle des ménages et par la population résidente totale. L’indicateur reflète les différences nationales en ce qui concerne le pouvoir d’achat des ménages et leur capacité à investir dans des biens et services ou à épargner à l’avenir, en tenant compte des impôts, des cotisations sociales et des prestations sociales monétaires en nature. Les séries chronologiques permettent de mesurer la convergence des revenus des ménages au sein de l’UE et de la zone euro.
description: Die Unterschiede beim nationalen Pro-Kopf-Einkommen der privaten Haushalte in der EU und im Euro-Währungsgebiet werden berechnet als Variationskoeffizient des bereinigten verfügbaren Bruttoeinkommens der privaten Haushalte und der privaten Organisationen ohne Erwerbszweck dividiert durch die Kaufkraftparitäten (KKP) des tatsächlichen Individualverbrauchs der privaten Haushalte und die gesamte Wohnbevölkerung. Der Indikator spiegelt nationale Unterschiede bei der Kaufkraft der privaten Haushalte und ihrer Fähigkeit wider, in Waren und Dienstleistungen zu investieren oder in Zukunft zu sparen, indem Steuern und Sozialbeiträge sowie monetäre Sozialleistungen verbucht werden. Die Zeitreihen liefern ein Maß für die Konvergenz des Haushaltseinkommens in der EU und im Euro-Währungsgebiet.
description: Disparities in national household income per capita across the EU and Euro area are calculated as the coefficient of variation of adjusted gross disposable income of households and Non-Profit Institutions Serving Households (NPISH) divided by the purchasing power parities (PPP) of the actual individual consumption of households and by the total resident population. The indicator reflects national differences in the purchasing power of households and their ability to invest in goods and services or save for the future, by accounting for taxes and social contributions and monetary in-kind social benefits. The time series offer a measure of the convergence of household income within the EU and Euro area.
DOI: 10.5281/zenodo.18380658
title: Filajoù noz – Parallel Corpus (Breton Vannetais / French)

description: This dataset contains a sentence-aligned parallel corpus in Breton Vannetais and French.

The corpus is derived from the book *Filajoù noz* (Skoliuz, 2025) and adapted for research use in natural language processing, machine translation, and speech technologies.

Each line consists of a Breton sentence and its French translation, separated by a vertical bar "|".Encoding: UTF-8.

The printed book remains under copyright. The dataset is released under the CC-BY 4.0 International license.
DOI: 10.5281/zenodo.18380657
title: Filajoù noz – Parallel Corpus (Breton Vannetais / French)

description: This dataset contains a sentence-aligned parallel corpus in Breton Vannetais and French.

The corpus is derived from the book *Filajoù noz* (Skoliuz, 2025) and adapted for research use in natural language processing, machine translation, and speech technologies.

Each line consists of a Breton sentence and its French translation, separated by a vertical bar "|".Encoding: UTF-8.

The printed book remains under copyright. The dataset is released under the CC-BY 4.0 International license.
DOI: 10.5061/dryad.dz08kprt9
title: Rates of rehospitalisation in the first two years among preterm infants discharged from the NICU of a tertiary children hospital in Vietnam – A follow-up study

description: Objectives To describe the characteristics of rehospitalisation in
 Vietnamese preterm infants, and to examine the time-to-first-readmission
 between two gestational age (GA) groups (extremely/very preterm, EVP,
 versus moderate/late preterm, MLP). Further, to compare rehospitalisation
 rates according to GA and corrected age (CA), and to examine the
 association between potential risk factors and rehospitalisation rates.
 Design and Setting Cohort study to follow up preterm infants discharged
 from a neonatal intensive care unit (NICU) of a tertiary children’s
 hospital in Vietnam. Participants All preterm newborns admitted to the
 NICU from July 2013 to September 2014. 
            Main outcomes Rates, durations and causes of hospital admission during the first two years.  Results Of 294 preterm infants admitted to NICU (all out-born, GA ranged from 26 to 36 weeks), 255 were discharged alive, and 211 (83%) NICU graduates were followed up at least once during the first two years CA, of whom 56% was hospital readmitted. Median (interquartile range) of hospital stay was 7 (6 to 10) days. Respiratory diseases were the major cause (70%). Compared with MLP infants, EVP infants had a higher risk of first rehospitalisation within the first 6 months of age (p = 0.01). However, the difference in risk declined thereafter and was similar from 20 months of age. There was an interaction in rehospitalisation rates between GA and CA. Longer duration of neonatal respiratory support and having older sibling were associated with higher rehospitalisation rates. Lower rates of rehospitalisation were seen in infants with higher cognitive and motor scores (not statistically significant in cognitive scores). Conclusions Hospital readmission of Vietnamese preterm infants discharged from NICU was frequent during their first two years, mainly due to respiratory diseases. Scale-up of follow-up programmes for preterm infants are needed in LMICs and attempts to prevent respiratory diseases should be considered.
DOI: 10.5061/dryad.6hdr7sqwm
title: Evolutionary constraints and adaptation shape the size and colour of rain forest fruits and flowers at continental scale

description: Aim: Large-scale patterns in flower and fruit traits provide critical
 insights into selection processes and the evolutionary history of plant
 lineages. To isolate and identify the role of selective pressures
 including different plant-animal interactions, and the factors driving
 trait evolution, we investigate convergence and divergence between flower
 and fruit traits in shared environments. Location: Australia to Southeast
 Asia. Time period: Eocene (~45 My) to Present. Major taxa studied: Woody
 angiosperm rainforest species (2248 species, 133 families). Methods: Using
 a continental scale data set for all woody angiosperm species in the
 Australian rainforest (1816 free-standing and 432 climbing species) we
 compare the colour and size of fleshy fruits and flowers in relation to
 life form (trees/shrubs and vines), species biogeographic histories and
 origins (Sunda vs. Sahul), and bio-regional distributions. Results: Fleshy
 fruits in the Australian rainforest are mostly small, with a diversity of
 colours (&lt;30mm; 81%), while flowers are mostly small (&lt;10mm;
 65%) and whitish (~80%). Compared to trees and shrubs, climbing species
 showed a higher proportion of red fleshy fruits, and large coloured
 flowers. Small whitish flowers were dominant across lineages from
 different biogeographic origins (Sunda-Sahul) and geographical regions,
 while both small and large fleshy fruits retained a range of disperser
 attractant colours. Main conclusions: Continental scale size and
 colour characteristics of flowers and fleshy fruits differed despite
 sharing environments with similar abiotic selective pressures through
 time. Plant-animal interactions including pollination and dispersal likely
 mediate different evolutionary outcomes for plant traits, and reflect both
 adaptation and evolutionary constraints.
description: The data file comprises flower and fruit traits, ancestry
 allocation, and distribution in regions of 2248 Australian angiosperm
 rainforest species (free-standing and climbing species). Flower colour and
 size was compiled for 2237 species (database_flower=1). Fleshy fruit
 colour and size was compiled for 1125 species
 (database_fleshy_fruit=1). The original trait data were
 compiled by Robert Kooyman (RBGSyd; Macquarie University) while Chloé
 Delmas (INRAE) added fruit and flower colour fields.
 Find trait description in the ReadMe file associated and more
 details in the paper "Evolutionary constraints and adaptation shape
 the size and colour of rainforest fruits and flowers at continental
 scale" Delmas et al. 2020.
DOI: 10.5061/dryad.stqjq2c09
title: Genetic algorithm-based personalized models of human cardiac action potential

description: We present a novel modification of genetic algorithm (GA) which determines
 personalized parameters of cardiomyocyte electrophysiology model based on
 set of experimental human action potential (AP) recorded at different
 heart rates. In order to find the steady state solution, the optimized
 algorithm performs simultaneous search in the parametric and slow
 variables spaces. We demonstrate that several GA modifications are
 required for effective convergence. Firstly, we used a mutation operator,
 based on Cauchy amplitude distribution along with a random direction in
 the parametric space. Secondly, relatively large number of elite organisms
 (6-10 % of the population passed on to new generation) was
 required for effective convergence. Test runs with synthetic AP as input
 data indicate that algorithm error is low for high amplitude ionic
 currents (1.6±1.6% for IKr, 3.2±3.5% for IK1, 3.9±3.5% for INa, 8.2±6.3%
 for ICaL). Experimental signal-to-noise ratio above 28 dB was required for
 high quality GA performance. GA was validated against optical mapping
 recordings of human ventricular AP and mRNA expression profile of donor
 hearts. In particular, GA output parameters were rescaled proportionally
 to mRNA levels ratio between patients. We have demonstrated that
 mRNA-based models predict the AP waveform dependence on heart rate with
 high precision. The latter also provides a novel technique of model
 personalization that makes it possible to map gene expression profile to
 cardiac function. 
description: This dataset contains optical mapping, RNA-seq and CAGE data used
 in the article "Genetic algorithm-based personalized models of human
 cardiac action potential."
DOI: 10.5061/dryad.8w9ghx3h6
title: Assessing the potential for indirect interactions between tropical tree species via shared insect seed predators

description: Natural enemies of plants have the potential to influence the dynamics of
 plant populations and the structure of plant communities. In diverse
 tropical forests research on the effects of plant enemies has largely
 focused on the diversity-enhancing effects of highly specialised enemies,
 while the community-level effects of enemies with broader diets have
 rarely been considered. We investigated the community of insect seed
 predators interacting with seven tree species in the family Lauraceae on
 Barro Colorado Island (Panama). We present one of the first quantitative
 food webs for pre-dispersal insect seed predators and their host plants,
 and use the information in the web to assess the potential for indirect
 interactions between the tree species. Our data suggest that there is high
 potential for indirect interactions between Lauraceae species via their
 shared seed predators. The strength and direction of these interactions is
 largely unrelated to the phylogenetic distance and trait similarity
 between species but are likely governed by the volume of fruit produced by
 each tree species.
DOI: 10.5061/dryad.ns1rn8pnx
title: Identifying conservation priorities in a defaunated tropical biodiversity hotspot

description: Aim: Unsustainable hunting is leading to widespread defaunation across the
 tropics. To mitigate against this threat with limited conservation
 resources, stakeholders must make decisions on where to focus
 anti-poaching activities. Identifying priority areas in a robust way
 allows decision-makers to target areas of conservation importance,
 therefore maximizing the impact of conservation interventions. Location:
 Annamite mountains, Vietnam and Laos. Methods: We conducted systematic
 landscape-scale surveys across five study sites (four protected areas, one
 unprotected area) using camera-trapping and leech-derived environmental
 DNA. We analyzed detections within a Bayesian multi-species occupancy
 framework to evaluate species responses to environmental and anthropogenic
 influences. Species responses were then used to predict occurrence to
 unsampled regions. We used predicted species richness maps and occurrence
 of endemic species to identify areas of conservation importance for
 targeted conservation interventions. Results: Analyses showed that
 habitat-based covariates were uninformative. Our final model therefore
 incorporated three anthropogenic covariates as well as elevation, which
 reflects both ecological and anthropogenic factors. Conservation-priority
 species tended to found in areas that are more remote now or have been
 less accessible in the past, and at higher elevations. Predicted species
 richness was low and broadly similar across the sites, but slightly higher
 in the more remote site. Occupancy of the three endemic species showed a
 similar trend. Main conclusion: Identifying spatial patterns of
 biodiversity in heavily-defaunated landscapes may require novel
 methodological and analytical approaches. Our results indicate to build
 robust prediction maps it is beneficial to sample over large spatial
 scales, use multiple detection methods to increase detections for rare
 species, include anthropogenic covariates that capture different aspects
 of hunting pressure, and analyze data within a Bayesian multi-species
 framework. Our models further suggest that more remote areas should be
 prioritized for anti-poaching efforts to prevent the loss of rare and
 endemic species.
description: Download the Run_model.R script, the com_occ_model_FULL.txt and
 the compressed input_files.zip into your desired local drive.
 Unzip the input_files folder. Please note that due to
 conservation issues we do not provide real species names in the input
 data. Open the Run_model.R script and define an
 existing directory to save model output (second line). Define also the
 path to the input files (capture histories, effort matrices etc.). If you
 set those two parameters you should be able to reproduce our results with
 the data from the input_files folder.
DOI: 10.5061/dryad.crjdfn318
title: Social immunity modulates competition between coinfecting pathogens

description: Coinfections with multiple pathogens can result in complex within-host
 dynamics affecting virulence and transmission. Whilst multiple infections
 are intensively studied in solitary hosts, it is so far unresolved how
 social host interactions interfere with pathogen competition, and if this
 depends on coinfection diversity. We studied how the collective disease
 defenses of ants – their social immunity ­– influence pathogen competition
 in coinfections of same or different fungal pathogen species. Social
 immunity reduced virulence for all pathogen combinations, but interfered
 with spore production only in different-species coinfections. Here, it
 decreased overall pathogen sporulation success, whilst simultaneously
 increasing co-sporulation on individual cadavers and maintaining a higher
 pathogen diversity at the community-level. Mathematical modeling revealed
 that host sanitary care alone can modulate competitive outcomes between
 pathogens, giving advantage to fast-germinating, thus less
 grooming-sensitive ones. Host social interactions can hence modulate
 infection dynamics in coinfected group members, thereby altering pathogen
 communities at the host- and population-level.
DOI: 10.5061/dryad.z612jm685
title: A framework for mapping the distribution of seabirds by integrating tracking, demography and phenology

description: 1. The identification of geographic areas where the densities of animals
 are highest across their annual cycles is a crucial step in conservation
 planning. In marine environments, however, it can be particularly
 difficult to map the distribution of species, and the methods used are
 usually biased towards adults, neglecting the distribution of other
 life-history stages even though they can represent a substantial
 proportion of the total population. 2. Here we develop a methodological
 framework for estimating population-level density distributions of
 seabirds, integrating tracking data across the main life-history stages
 (adult breeders and non-breeders, juveniles and immatures). We incorporate
 demographic information (adult and juvenile/immature survival, breeding
 frequency and success, age at first breeding) and phenological data
 (average timing of breeding and migration) to weight distribution maps
 according to the proportion of the population represented by each
 life-history stage.   3. We demonstrate the utility of this
 framework by applying it to 22 species of albatrosses and petrels that are
 of conservation concern due to interactions with fisheries. Because
 juveniles, immatures and non-breeding adults account for 47–81% of all
 individuals of the populations analysed, ignoring the distributions of
 birds in these stages leads to biased estimates of overlap with threats,
 and may misdirect management and conservation efforts. Population-level
 distribution maps using only adult distributions underestimated exposure
 to longline fishing effort by 18–42%, compared with overlap scores based
 on data from all life-history stages. 4. Synthesis and applications. Our
 framework synthesises and improves on previous approaches to estimate
 seabird densities at sea, is applicable for data-poor situations, and
 provides a standard and repeatable method that can be easily updated as
 new tracking and demographic data become available. We provide scripts in
 the R language and a Shiny app to facilitate future applications of our
 approach. We recommend that where sufficient tracking data are available,
 this framework be used to assess overlap of seabirds with at-sea threats
 such as overharvesting, fisheries bycatch, shipping, offshore industry and
 pollutants. Based on such an analysis, conservation interventions could be
 directed towards areas where they have the greatest impact on populations.
description: Quarterly and annual
 population-level density distributions for 22 species of albatrosses and
 petrels (36 populations) breeding in the Southern Ocean based on tracking,
 phenology and demography data. The raster files have the number of
 individuals for each population in each 5 x 5 degree cell during a given
 season or year. The number of individuals represents the sum of all
 life-history stages. See Carneiro et al., (2020) for a detailed
 description of the methods.
DOI: 10.5061/dryad.7h44j0zqt
title: Microbiome reduction and endosymbiont gain from a switch in sea urchin life-history

description: Animal gastrointestinal tracts harbor a microbiome that is integral to
 host function, yet species from diverse phyla have evolved a reduced
 digestive system or lost it completely. Whether such changes are
 associated with alterations in the diversity and/or abundance of the
 microbiome remains an untested hypothesis in evolutionary symbiosis. Here,
 using the life-history transition from planktotrophy (feeding) to
 lecithotrophy (non-feeding) in the sea urchin Heliocidaris, we demonstrate
 that the lack of a functional gut corresponds with a reduction in
 microbial community diversity and abundance as well as the association
 with a diet-specific microbiome. We also determine that the lecithotroph
 vertically transmits a Rickettsiales that may complement host nutrition
 through amino acid biosynthesis and influence host reproduction. Our
 results indicate that the evolutionary loss of a functional gut correlates
 with a reduction in the microbiome and the association with an
 endosymbiont. Symbiotic transitions can thus accompany life-history
 transitions in the evolution of developmental strategies.
description: Total DNA extraction
 Ampylificaiton of the 16S rRNA gene for bacteria using primers
 for the V3/V4 region Sequencing via MiSeq