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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/

    These data sets include numerically coded answers to Likert-like scale questions concerning the importance and perceived current research data management competencies of doctoral students. Interviewees were 35 doctoral students and faculty members. Interview forms are attached. The data is connected with the research article: https://doi.org/10.2218/ijdc.v16i1.684 The data is connected with the research article: https://doi.org/10.2218/ijdc.v16i1.684

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    ZENODO
    Dataset . 2020
    License: CC BY
    Data sources: ZENODO
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    ZENODO
    Dataset . 2020
    License: CC BY
    Data sources: Datacite
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      ZENODO
      Dataset . 2020
      License: CC BY
      Data sources: ZENODO
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      ZENODO
      Dataset . 2020
      License: CC BY
      Data sources: Datacite
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Razanajatovo, Mialy; van Kleunen, Mark; Kreft, Holger; Dawson, Wayne; +5 Authors

    Aim: The current geographical distribution of species largely reflects colonization success after natural long‐distance dispersal or introduction by humans. Plants with selfing ability should have an advantage when establishing on islands where mates and pollinators are limited (Baker's law). However, high percentages of dioecious and self‐incompatible species have been reported for some islands, possibly resulting from post‐colonization evolution. Given that such evolution is less likely to apply to alien species recently introduced to islands by humans, tests of Baker's law on islands need to consider both native and naturalized alien species. Location: Global. Time period: Undefined. Major taxa studied: Angiosperms. Methods: To test whether the colonization of islands is associated with selfing ability (self‐compatibility and autofertility), we combined three comprehensive global databases: one on breeding systems of species, one on island and mainland distributions of native species and one on global naturalization of alien plants. We assigned each of a total of 1,752 species, from 161 angiosperm families, as mainland species, island colonists and/or island endemics (i.e., species that are restricted to islands). To assess potential relationships between island occurrence and selfing ability of species, we used multinomial logistic regressions. Results: We found that species with high selfing ability were slightly more likely to be island colonist than mainland species. However, selfing ability did not increase the likelihood of being an island endemic in contrast to mainland species. Among island colonists, selfing ability did not differ between species on oceanic and on continental islands or between species native to islands and naturalized on islands. Main conclusions: We performed a comprehensive test of Baker's law by considering many angiosperm families, using continuous metrics of self‐compatibility and autofertility and including both native and naturalized species. We provide global evidence that high selfing ability may foster island colonization of angiosperms. Data used to test whether selfing ability benefit island colonization of plantsRazanajatovo_Selfing_ability_and_islands_data.csv

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    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    DRYAD; ZENODO; NARCIS
    Dataset . 2018
    License: CC 0
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    DANS-EASY
    Dataset . 2018
    Data sources: B2FIND
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      DRYAD; ZENODO; NARCIS
      Dataset . 2018
      License: CC 0
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      DANS-EASY
      Dataset . 2018
      Data sources: B2FIND
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    Authors: Herrmann, Benedikt; Thöni, Christian; Gächter, Simon;

    We document the widespread existence of antisocial punishment, that is, the sanctioning of people who behave prosocially. Our evidence comes from public goods experiments that we conducted in 16 comparable participant pools around the world. However, there is a huge cross-societal variation. Some participant pools punished the high contributors as much as they punished the low contributors, whereas in others people only punished low contributors. In some participant pools, antisocial punishment was strong enough to remove the cooperation-enhancing effect of punishment. We also show that weak norms of civic cooperation and the weakness of the rule of law in a country are significant predictors of antisocial punishment. Our results show that punishment opportunities are socially beneficial only if complemented by strong social norms of cooperation. HerrmannThoeniGaechterDATA&CODEContains the data and analysis code of Herrmann, Thoeni & Gaechter, Science 2008.HerrmannThoeniGaechter.zip

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    DANS-EASY
    Dataset . 2017
    Data sources: B2FIND
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    DRYAD; ZENODO; NARCIS
    Dataset . 2017
    License: CC 0
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ DANS-EASYarrow_drop_down
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      DANS-EASY
      Dataset . 2017
      Data sources: B2FIND
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      DRYAD; ZENODO; NARCIS
      Dataset . 2017
      License: CC 0
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/

    Spatial transcriptomics (ST) is revolutionizing tissue analysis by preserving spatial context, yet achieving spatial whole transcriptomics at single-cell resolution remains challenging. Here we present Spotiphy (Spot imager with pseudo single-cell resolution histology), a novel method and toolkit, that combines the power of generative modeling with single-cell RNA sequencing (scRNA-seq) data and high-resolution histological images to transform sequencing-based, spot-level ST data into single-cell level ST images with whole transcriptome of all detectable nuclei. In performance evaluations that used matched scRNA-seq, Visium, Xenium, CosMx, and immunohistochemistry (IHC) datasets for Alzheimer’s Disease (AD) and normal mouse brains, Spotiphy outperforms existing methods both in accuracy and short runtime. Applying Spotiphy to these datasets reveals regional specifications of astrocytes and microglia with unique expression profiles in AD mouse brains. Multiple spatial domains are identified when applying Spotiphy to ST data of human breast cancer. It further identified tumor and tumor microenvironment (TME) interaction changes across them. Spotiphy also performs cell-type proportion imputation of the non-captured area to achieve pseudo single-cell whole-slide ST images. Spotiphy overcomes the limitations of sequencing and image-based ST approaches to generate spatial whole transcriptomic profiles with single-cell resolution across the whole slide.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
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    ZENODO
    Dataset . 2024
    License: CC BY
    Data sources: ZENODO
    ZENODO
    Dataset . 2024
    License: CC BY
    Data sources: Datacite
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
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      ZENODO
      Dataset . 2024
      License: CC BY
      Data sources: ZENODO
      ZENODO
      Dataset . 2024
      License: CC BY
      Data sources: Datacite
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Agrell, Donna; Domínguez, Áurea; Graziadio, Giovanni Battista; Onida, Vincenzo;

     Dataset of FT6 Anonymous (7) 8-key tenoroon containing detailed external and internal measurements, photos, and endoscopic video.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
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    ZENODO
    Dataset . 2019
    License: CC BY
    Data sources: ZENODO
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    ZENODO
    Dataset . 2019
    License: CC BY
    Data sources: Datacite
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
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      ZENODO
      Dataset . 2019
      License: CC BY
      Data sources: ZENODO
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      ZENODO
      Dataset . 2019
      License: CC BY
      Data sources: Datacite
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Settepani, Virginia; Schou, Mads F.; Greve, Michelle; Grinsted, Lena; +2 Authors

    Across several animal taxa, the evolution of sociality involves a suite of characteristics, a ‘social syndrome’, that includes cooperative breeding, reproductive skew, primary female biased sex-ratio, and the transition from outcrossing to inbreeding mating system, factors that are expected to reduce effective population size (Ne). This social syndrome may be favoured by short-term benefits but come with long-term costs, because the reduction in Ne amplifies loss of genetic diversity by genetic drift, ultimately restricting the potential of populations to respond to environmental change. To investigate the consequences of this social life form on genetic diversity, we used a comparative RAD-sequencing approach to estimate genome-wide diversity in spider species that differ in level of sociality, reproductive skew, and mating system. We analysed multiple populations of three independent sister-species pairs of social inbreeding and subsocial outcrossing Stegodyphus spiders, and a subsocial outgroup. Heterozygosity and within population diversity were 6-10 fold lower in social compared to subsocial species, and demographic modelling revealed a tenfold reduction in Ne of social populations. Species-wide genetic diversity depends on population divergence and the viability of genetic lineages. Population genomic patterns were consistent with high lineage turnover, which homogenizes the genetic structure that builds up between inbreeding populations, ultimately depleting genetic diversity at the species level. Indeed, species-wide genetic diversity of social species was 5-8 times lower than that of subsocial species. The repeated evolution of species with this social syndrome is associated with severe loss of genome-wide diversity, likely to limit their evolutionary potential. Stegodyphus africanus .alleles fileStegodyphus_africanus.alleles.gzStegodyphus dumicola .alleles fileStegodyphus_dumicola.alleles.gzStegodyphus lineatus .alleles fileStegodyphus_lineatus.alleles.gzStegodyphus mimosarum .alleles fileStegodyphus_mimosarum.alleles.gzStegodyphus pacificus .alleles fileStegodyphus_pacificus.alleles.gzStegodyphus sarasinorum .alleles fileStegodyphus_sarasinorum.alleles.gzStegodyphus tentoriicola .alleles fileStegodyphus_tentoriicola.alleles.gz

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ DRYAD; ZENODO; NARCI...arrow_drop_down
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    DRYAD; ZENODO; NARCIS
    Dataset . 2017
    License: CC 0
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    DANS-EASY
    Dataset . 2017
    Data sources: B2FIND
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ DRYAD; ZENODO; NARCI...arrow_drop_down
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      DRYAD; ZENODO; NARCIS
      Dataset . 2017
      License: CC 0
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      DANS-EASY
      Dataset . 2017
      Data sources: B2FIND
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    Authors: Jared Langevin; Chioke B. Harris; Aven Satre-Meloy; Janet L. Reyna;

    These data underpin a scenario analysis of U.S. building energy use, emissions, and costs out to 2050 using Scout (scout.energy.gov), a reproducible and granular model of U.S. building energy use developed by the U.S. national labs for the U.S. Department of Energy's Building Technologies Office (BTO). The scenario analysis explores uncertainty in the progression of both U.S. energy demand- and supply-side conditions that affect U.S. building energy use and CO2 emissions out to 2050. For electric power supply, we consider two levels: one corresponding to the 2020 AEO reference case ("RB"), and another corresponding to the 2020 AEO low oil and gas supply side case ("HR"), which achieves a higher level of renewable electricity penetration—approximately 53% of total power generation by 2050 compared with 38% in the reference case. Three different sets of energy conservation measures (ECMs) are considered across the scenarios. The performance guidelines ECM set ("1T") includes currently available technologies that meet existing codes and/or voluntary recognition programs (e.g., ENERGY STAR). The best available ECM package ("2T'') includes the most efficient commercially-available technologies per EIA data and other sources. The prospective ECM package ("3T'') includes research-grade technologies that could be released over the next decade as outlined by the BTO Multi-Year Program Plan and the more recent BTO Windows, Envelope, and Sensors and Controls Roadmaps. Finally, we explore two levels of technology switching from on-site fossil fuels to electricity: the basic level ("FS0'') introduces fuel switching without any incentives; and the incentivized level ("FS20'') reduces the installed cost of fuel switching measures by 20%. Scenario results are provided on a site energy basis (“Site Energy” folders within the results for each scenario) and source energy basis (“Source Energy” folders), where the latter is calculated using the captured energy method. New in Version 3: Updated Scout version to 0.6 (utilizes site energy data, technology cost, performance, and lifetime data, site-source energy conversion factors, greenhouse gas emissions factors, and technology adoption model coefficients from the 2020 AEO reference case, except for the “HR” scenarios, which include supply-side assumptions that represent the 2020 AEO low oil and gas supply side case). Updated performance guidelines ECM set to conform to the latest versions of ENERGY STAR specifications and IECC 2021. Reintroduced the following fuel switching ECMs. The NVC and AVCT HVAC ECMs were modified with the assumption that heating performance COPs are half that of cooling COPs, which are assumed to be those targeted by the BTO MYPP: Prospective Residential Integrated ASHP (FS) Prospective Residential NVC HVAC (FS) Prospective Commercial NVC HVAC (FS) Prospective Residential AVCT HVAC (FS) Prospective Commercial AVCT HVAC (FS) Revised market entry years to 2021 or later for all ECMs. Updated ASHP, ASHP FS measure market scaling fractions to ensure consistency with 2015 RECS and 2012 CBECS building equipment stock data. Expanded the application of residential ASHP measures to encompass homes with electric resistance heating and central AC units. Previously, these measures had been limited to replacing existing heat pumps. Changed HR case site-source data to represent the AEO 2020 low oil and gas side case, in which renewable penetration reaches 53% of electricity generation by 2050. Previously, the 2018 AEO $25 carbon allowance fee side case was used (45% renewable penetration by 2050). Provided a parallel set of results for scenarios 1–8 (available in the folder ./Results/ECM Performance Improvement), in which it is assumed that the performance and cost characteristics of ECMs in the 1T and 2T packages change over time; rates of change are consistent with that of comparable baseline technologies in the 2020 AEO reference case.

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    ZENODO
    Dataset . 2021
    License: CC BY
    Data sources: ZENODO
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      ZENODO
      Dataset . 2021
      License: CC BY
      Data sources: ZENODO
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    Authors: Ibrahimi, Halil; Kučinić, Mladen; Gashi, Agim; Grapci-Kotori, Linda;

    Adult caddisfly specimens were collected by the means of UV light trap in twelve stations that belong to the Black Sea water basin in Kosovo. Sixty-five species out of seventy-six reported in this paper are first records for the Kosovo caddisfly fauna. Most of the species belong to the Palearctic type of fauna (17) followed by the Euro-Asian group with 16 species, the European group with 10 species, the Middle or South-European group with 7 species, than the Balkanic group, the Balkanic-Carpathian group and the Middle or South-Eastern European group with 6 species each, the Mediterranean group with 5 species and finally the Eurosibirian group with 3 species. A sudden discovery of several species during this investigation (Agapetus delicatulus McLachlan, 1884, Psychomyia klapaleki Malicky, 1995, Tinodes janssensi Jacquemart, 1957, Hydropsyche emarginata Navas, 1923, Drusus botosaneanui Kumanski, 1968, Potamophylax rotundipennis (Brauer, 1857), Potamophylax schmidi Marinković, 1970, Ceraclea albimacula (Rambur, 1842), Helicopsyche bacescui Orghidan & Botosaneanu, 1953, Adicella filicornis Pictet, 1834, Beraea maurus (Curtis, 1834) and Beraeamyia hrabei Mayer, 1937) shows that in future data from poorly investigated areas in Europe will revise the existing knowledge on distribution of these and other species with known limited distributions. Table 2Systematic list of described caddisflies collected in 12 stations of the Black Sea Basin in Kosovo with UV light traps from 2009-2010. Species new to the fauna of Kosovo are indicated by an asterisk *.

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    DRYAD; ZENODO; NARCIS
    Dataset . 2012
    License: CC 0
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    DANS-EASY
    Dataset . 2012
    Data sources: B2FIND
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      DRYAD; ZENODO; NARCIS
      Dataset . 2012
      License: CC 0
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      DANS-EASY
      Dataset . 2012
      Data sources: B2FIND
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    The dataset of the expert panel evaluation, described in the paper "The Awareness Assessment Model: Measuring Awareness and Collaboration Support Over Participant's Perspective"

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    ZENODO
    Dataset . 2023
    License: CC BY
    Data sources: Datacite
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    ZENODO
    Dataset . 2023
    License: CC BY
    Data sources: ZENODO
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      ZENODO
      Dataset . 2023
      License: CC BY
      Data sources: Datacite
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      ZENODO
      Dataset . 2023
      License: CC BY
      Data sources: ZENODO
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    Authors: Armbruster, Moritz; Dulla, Chris G; Diamond, Jeffrey S;

    Genetically encoded fluorescent glutamate indicators (iGluSnFRs) enable neurotransmitter release and diffusion to be visualized in intact tissue. Synaptic iGluSnFR signal time courses vary widely depending on experimental conditions, often lasting 10-100 times longer than the extracellular lifetime of synaptically released glutamate estimated with uptake measurements. iGluSnFR signals typically also decay much more slowly than the unbinding kinetics of the indicator. To resolve these discrepancies, here we have modeled synaptic glutamate diffusion, uptake and iGluSnFR activation to identify factors influencing iGluSnFR signal waveforms. Simulations suggested that iGluSnFR competes with transporters to bind synaptically released glutamate, delaying glutamate uptake. Accordingly, synaptic transporter currents recorded from iGluSnFR-expressing astrocytes in mouse cortex were slower than those in control astrocytes. Simulations also suggested that iGluSnFR reduces free glutamate levels in extrasynaptic spaces, likely limiting extrasynaptic receptor activation. iGluSnFR and lower-affinity variants nonetheless provide linear indications of vesicle release, underscoring their value for optical quantal analysis. Each experiment has an associated textfile for additional information Please see methods; raw unprocessed data. Modeling.

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    DRYAD; ZENODO
    Dataset . 2020
    License: CC 0
    Data sources: Datacite; ZENODO
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      DRYAD; ZENODO
      Dataset . 2020
      License: CC 0
      Data sources: Datacite; ZENODO
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102,810 Research products
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    These data sets include numerically coded answers to Likert-like scale questions concerning the importance and perceived current research data management competencies of doctoral students. Interviewees were 35 doctoral students and faculty members. Interview forms are attached. The data is connected with the research article: https://doi.org/10.2218/ijdc.v16i1.684 The data is connected with the research article: https://doi.org/10.2218/ijdc.v16i1.684

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    ZENODO
    Dataset . 2020
    License: CC BY
    Data sources: ZENODO
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    ZENODO
    Dataset . 2020
    License: CC BY
    Data sources: Datacite
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      ZENODO
      Dataset . 2020
      License: CC BY
      Data sources: ZENODO
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      ZENODO
      Dataset . 2020
      License: CC BY
      Data sources: Datacite
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    Authors: Razanajatovo, Mialy; van Kleunen, Mark; Kreft, Holger; Dawson, Wayne; +5 Authors

    Aim: The current geographical distribution of species largely reflects colonization success after natural long‐distance dispersal or introduction by humans. Plants with selfing ability should have an advantage when establishing on islands where mates and pollinators are limited (Baker's law). However, high percentages of dioecious and self‐incompatible species have been reported for some islands, possibly resulting from post‐colonization evolution. Given that such evolution is less likely to apply to alien species recently introduced to islands by humans, tests of Baker's law on islands need to consider both native and naturalized alien species. Location: Global. Time period: Undefined. Major taxa studied: Angiosperms. Methods: To test whether the colonization of islands is associated with selfing ability (self‐compatibility and autofertility), we combined three comprehensive global databases: one on breeding systems of species, one on island and mainland distributions of native species and one on global naturalization of alien plants. We assigned each of a total of 1,752 species, from 161 angiosperm families, as mainland species, island colonists and/or island endemics (i.e., species that are restricted to islands). To assess potential relationships between island occurrence and selfing ability of species, we used multinomial logistic regressions. Results: We found that species with high selfing ability were slightly more likely to be island colonist than mainland species. However, selfing ability did not increase the likelihood of being an island endemic in contrast to mainland species. Among island colonists, selfing ability did not differ between species on oceanic and on continental islands or between species native to islands and naturalized on islands. Main conclusions: We performed a comprehensive test of Baker's law by considering many angiosperm families, using continuous metrics of self‐compatibility and autofertility and including both native and naturalized species. We provide global evidence that high selfing ability may foster island colonization of angiosperms. Data used to test whether selfing ability benefit island colonization of plantsRazanajatovo_Selfing_ability_and_islands_data.csv

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    DRYAD; ZENODO; NARCIS
    Dataset . 2018
    License: CC 0
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    DANS-EASY
    Dataset . 2018
    Data sources: B2FIND
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      DRYAD; ZENODO; NARCIS
      Dataset . 2018
      License: CC 0
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      DANS-EASY
      Dataset . 2018
      Data sources: B2FIND
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    Authors: Herrmann, Benedikt; Thöni, Christian; Gächter, Simon;

    We document the widespread existence of antisocial punishment, that is, the sanctioning of people who behave prosocially. Our evidence comes from public goods experiments that we conducted in 16 comparable participant pools around the world. However, there is a huge cross-societal variation. Some participant pools punished the high contributors as much as they punished the low contributors, whereas in others people only punished low contributors. In some participant pools, antisocial punishment was strong enough to remove the cooperation-enhancing effect of punishment. We also show that weak norms of civic cooperation and the weakness of the rule of law in a country are significant predictors of antisocial punishment. Our results show that punishment opportunities are socially beneficial only if complemented by strong social norms of cooperation. HerrmannThoeniGaechterDATA&CODEContains the data and analysis code of Herrmann, Thoeni & Gaechter, Science 2008.HerrmannThoeniGaechter.zip

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    DANS-EASY
    Dataset . 2017
    Data sources: B2FIND
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    DRYAD; ZENODO; NARCIS
    Dataset . 2017
    License: CC 0
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ DANS-EASYarrow_drop_down
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      DANS-EASY
      Dataset . 2017
      Data sources: B2FIND
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      DRYAD; ZENODO; NARCIS
      Dataset . 2017
      License: CC 0
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    Spatial transcriptomics (ST) is revolutionizing tissue analysis by preserving spatial context, yet achieving spatial whole transcriptomics at single-cell resolution remains challenging. Here we present Spotiphy (Spot imager with pseudo single-cell resolution histology), a novel method and toolkit, that combines the power of generative modeling with single-cell RNA sequencing (scRNA-seq) data and high-resolution histological images to transform sequencing-based, spot-level ST data into single-cell level ST images with whole transcriptome of all detectable nuclei. In performance evaluations that used matched scRNA-seq, Visium, Xenium, CosMx, and immunohistochemistry (IHC) datasets for Alzheimer’s Disease (AD) and normal mouse brains, Spotiphy outperforms existing methods both in accuracy and short runtime. Applying Spotiphy to these datasets reveals regional specifications of astrocytes and microglia with unique expression profiles in AD mouse brains. Multiple spatial domains are identified when applying Spotiphy to ST data of human breast cancer. It further identified tumor and tumor microenvironment (TME) interaction changes across them. Spotiphy also performs cell-type proportion imputation of the non-captured area to achieve pseudo single-cell whole-slide ST images. Spotiphy overcomes the limitations of sequencing and image-based ST approaches to generate spatial whole transcriptomic profiles with single-cell resolution across the whole slide.

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    ZENODO
    Dataset . 2024
    License: CC BY
    Data sources: ZENODO
    ZENODO
    Dataset . 2024
    License: CC BY
    Data sources: Datacite
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
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      ZENODO
      Dataset . 2024
      License: CC BY
      Data sources: ZENODO
      ZENODO
      Dataset . 2024
      License: CC BY
      Data sources: Datacite
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    Authors: Agrell, Donna; Domínguez, Áurea; Graziadio, Giovanni Battista; Onida, Vincenzo;

     Dataset of FT6 Anonymous (7) 8-key tenoroon containing detailed external and internal measurements, photos, and endoscopic video.