cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.fn2z34tzd
title: Hydraulic traits are not robust predictors of tree species stem growth during a drought in a wet tropical forest

description: Severe droughts have led to lower plant growth and high mortality in many
 ecosystems worldwide, including tropical forests. Drought vulnerability
 differs among species but there is limited consensus on the nature and
 degree of this variation in tropical forest communities. Understanding
 species-level vulnerability to drought requires examination of hydraulic
 traits since these reflect the different strategies species employ for
 surviving drought. Here we examined hydraulic traits and growth reductions
 during a severe drought for 12 common woody species in a wet tropical
 forest community in Puerto Rico to ask: Q1. To what extent can hydraulic
 traits predict growth declines during drought? We expected that species
 with more hydraulicly vulnerable xylem and narrower safety margins would
 grow less during drought. Q2. How do species successional association
 relate to levels of vulnerability to drought and hydraulic strategies? We
 predicted that early- and mid-successional species would exhibit more
 acquisitive strategies, making them more susceptible to drought than
 shade-tolerant species. Q3. What are the different hydraulic strategies
 employed by species and are there trade-offs between drought avoidance and
 drought tolerance? We anticipated that species with greater water storage
 capacity would have leaves that lose turgor at higher xylem water
 potential and be less resistant to embolism forming in their xylem (P50).
 We found a large range of variation in hydraulic traits across species;
 however, they did not closely capture the magnitude of growth declines
 during drought. Among larger trees (≥10 cm diameter at breast height—DBH),
 some tree species with high xylem embolism vulnerability and risk of
 hydraulic failure experienced substantial declines during drought but this
 pattern was consistent across species. We found a trade-off among species
 between drought avoidance (capacitance) and drought tolerating (P50) in
 this tropical forest community. Hydraulic strategies did not align with
 successional associations. Instead, some of the more drought-vulnerable
 species were shade-tolerant dominants in the community, suggesting that a
 drying climate could lead to shifts in long-term forest composition and
 function in Puerto Rico and the Caribbean.
DOI: 10.15468/dl.8gng79
title: Occurrence Download

description: A dataset containing 3751572 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversidad asociada a principales pesquerias de recursos demersales del Programa Asesoría Integral para la Toma de Decisiones en Pesca y Acuicultura, Subsecretaria de Pesca y Acuicultura"
 ]
}

 The dataset includes 3751572 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003360-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.wwpzgmsnw
title: Eastern-flowering Dogwood population genetics and ecological/environmental data

description: Forest fragmentation and introduced pathogens are negatively impacting
 trees and forests globally, including the Carolinian forest of southern
 Ontario, Canada. Multiple species-at-risk live in this threatened but
 biodiverse forest, including the endangered Cornus florida (Eastern
 flowering dogwood), which is now limited to fragmented woodlots, and has
 been decimated by the introduced fungal pathogen Discula destructiva
 (dogwood anthracnose). Ongoing management of C. florida in Canada is
 challenged by multiple knowledge gaps, two of which we aimed to address in
 this study. We first evaluated the association between anthracnose disease
 prevalence and a suite of ecological and environmental variables across 21
 sites. Across our sites, larger trees tended to have the highest disease
 incidence, and trees on shallow slopes had the most crown dieback. We then
 quantified genetic diversity and gene flow and found that genetic
 structure has not been substantially impacted by habitat fragmentation,
 although dispersal typically covers short distances. However, genetic
 diversity is relatively low in smaller populations, and in younger trees.
 Localized dispersal and eroding genetic diversity may limit future
 adaptation and hence exacerbate population declines. We recommend that
 managers prioritize plantings in small populations, avoid shallow slopes,
 and track younger trees to evaluate age-related mortality.
description: Microsoft Excel and R Statistical Software
DOI: 10.5281/zenodo.18436182
title: Tailoring Emission Mechanisms in Carbon Dots through Controlled Surface Chemistry
DOI: 10.5281/zenodo.18436183
title: Tailoring Emission Mechanisms in Carbon Dots through Controlled Surface Chemistry
DOI: 10.25934/pr00012582.0
title: Available datapackage for study 'Support for Safe Return to In-Person School: COVID-19 Testing, Learning, and Consultation'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.15468/79zqfc
title: A survey of clubionid spiders (Araneae: Clubionidae) from Shiwandashan National Nature Reserve, Guangxi, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Wu, Yecheng, Wen, Yingli, Yin, Haiqiang, Xu, Xiang (2026): A survey of clubionid spiders (Araneae: Clubionidae) from Shiwandashan National Nature Reserve, Guangxi, China. European Journal of Taxonomy 1034: 133-161, DOI: 10.5852/ejt.2026.1034.3151, URL: https://europeanjournaloftaxonomy.eu/index.php/ejt/article/download/3151/14035Abstract. A survey of clubionid spiders from Shiwandashan National Nature Reserve, Guangxi, China, is presented. A total of four genera and eight species are reported and illustrated, including three new species and one new combination: Femorbiona pinglong Wu & Xu sp. nov. (♂ ♀), F. triangula Wu & Xu sp. nov. (♂ ♀), Porrhoclubiona songbai Wu & Xu sp. nov. (♀), and F. kayashimai (Ono, 1994) comb. nov. (♀), which is transferred from Clubiona Latreille, 1804. In addition, four previously known species are recorded, including the first description of the male of C. yanzhii Zhang & Yu, 2020. Detailed descriptions and diagnoses are provided for the new species and the new combination. Photographs and DNA barcodes of all examined species are included to aid species delimitation, sex matching, and future research.
DOI: 10.5281/zenodo.18435569
title: From Marine Snow to Sulfide: Carbon, Nitrogen, and Sulfur Cycling unveil Deep-Sea Microbial Niches in the Atacama Trench - Dataset

description: This release includes the main output tables of running the assembly of seven metatranscriptomes through the SqueezeMeta pipeline (Squeeze_Meta_Tables), a series of curated tables and R code used in their visualization (Visualization), some of the resulting plots (Plots) and the source data of all figures involving biogeochemical data (Geochemical data).
DOI: 10.5281/zenodo.16636850
title: From Marine Snow to Sulfide: Carbon, Nitrogen, and Sulfur Cycling unveil Deep-Sea Microbial Niches in the Atacama Trench - Dataset

description: This release includes the main output tables of running the assembly of seven metatranscriptomes through the SqueezeMeta pipeline (Squeeze_Meta_Tables), a series of curated tables and R code used in their visualization (Visualization), some of the resulting plots (Plots) and the source data of all figures involving biogeochemical data (Geochemical data).
DOI: 10.5281/zenodo.18436091
title: Raw data supporting the feasibility study for the production of a lactose-free milk powder certified reference material

description: This dataset contains the raw experimental data supporting the manuscript“Feasibility study for the production of a lactose-free certified reference material in powder milk”,submitted to the journal Accreditation and Quality Assurance.

The data were generated during feasibility studies for the development of a candidate certified reference material (CRM) for lactose-free milk powder and include raw data from homogeneity, short-term stability, and characterization studies.
DOI: 10.5281/zenodo.18436090
title: Raw data supporting the feasibility study for the production of a lactose-free milk powder certified reference material

description: This dataset contains the raw experimental data supporting the manuscript“Feasibility study for the production of a lactose-free certified reference material in powder milk”,submitted to the journal Accreditation and Quality Assurance.

The data were generated during feasibility studies for the development of a candidate certified reference material (CRM) for lactose-free milk powder and include raw data from homogeneity, short-term stability, and characterization studies.
DOI: 10.5281/zenodo.18436109
title: Bibliometric Dataset on IoT-Based Wearable Vital Sign Monitoring (Scopus, 2019–2024)

description: This dataset contains bibliometric data exported and filtered from the Scopus database, used to support the analysis. The CSV includes publication metadata between 2019 and 2024 related to wearable technologies, IoT, and health monitoring. No modifications were made to the original data except filtering by date, keywords, and relevance
DOI: 10.5281/zenodo.18436108
title: Bibliometric Dataset on IoT-Based Wearable Vital Sign Monitoring (Scopus, 2019–2024)

description: This dataset contains bibliometric data exported and filtered from the Scopus database, used to support the analysis. The CSV includes publication metadata between 2019 and 2024 related to wearable technologies, IoT, and health monitoring. No modifications were made to the original data except filtering by date, keywords, and relevance
DOI: 10.5281/zenodo.18436186
title: Data with publication 'Radiocarbon analysis reveals contribution of aged terrestrial carbon to sedimentary methane cycling'
DOI: 10.5281/zenodo.18436187
title: Data with publication 'Radiocarbon analysis reveals contribution of aged terrestrial carbon to sedimentary methane cycling'
DOI: 10.15468/dl.unybjv
title: Occurrence Download

description: A dataset containing 2146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "TaxonKey is Aquila chrysaetos",
 "Year 2010-2026"
 ]
}

 The dataset includes 2146 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002580-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/lwxnzg
title: Interval Timing is altered in male Nrxn1+/- mice: A Model of Autism Spectrum Disorder

description: Autism spectrum disorder (ASD) is characterised by impaired social interactions and communication, and increased repetitive and stereotypical behaviour. Neuroimaging shows functional abnormalities in brain areas involved in temporal processing in autistic individuals, and they also show deficits in interval timing. Neurexin (NRXN) mutations have been identified in a wide variety of neuropsychiatric disorders, including ASD, and Nrxn1+/- mice possess a mutation that disrupts the α, β, and γ isoforms of Nrxn1, a gene involved in synapse structure. We investigated the interval timing abilities of the Nrxn1+/- mouse model of ASD in the peak interval procedure using a 15-second target interval and compared their performance with that of Nrxn1+/+ and Nrxn1ΔS5/- rescue mice. Two-month-old male Nrxn1+/+ (C57BL/6J), Nrxn1+/-, and Nrxn1ΔS5/-, mice were trained to obtain sucrose liquid rewards 15s after the onset of a discriminative stimulus (discrete fixed-interval training), and their timing responses were tested in non-reinforced probe trials. Our analysis of responses across individual trials revealed that Nrxn1+/- mice had earlier timing responses overall. This difference was manifested as earlier termination of responding in terms of the response curves. These findings are consistent with leftward shifts observed with experimental animal models of ASD. In conclusion, we believe these results indicate a bias in long-term memory in the Nrxn1+/- mouse model of ASD and may capture the timing deficit observed in autistic individuals.
description: R, 4.5.2
description: MATLAB, 25.1 (R2025a)
DOI: 10.7298/tsjz-8m67
title: Data from: Label-free tracking of subcortical white matter degradation in vivo using third harmonic generation microscopy in a mouse model of multiple sclerosis

description: These files contain data supporting all figures presented in Chernavsky et. al. "Label-free tracking of subcortical white matter degradation in vivo using third harmonic generation microscopy in a mouse model of multiple sclerosis." In Chernavsky et al., we report: Characterization of myelin degradation in the white matter (WM) is important for understanding neurodegeneration. We demonstrate label-free in vivo imaging of myelin structure in the WM of mice, through intact cortex, using third harmonic generation (THG) microscopy at 1320-nm excitation. Longitudinal THG imaging of the same axons in the cuprizone mouse model of multiple sclerosis revealed dynamics of myelin blistering. Further, we measured intranodal distance at nodes of Ranvier in vivo and developed a novel metric of myelin structural change based on spatial concentration of the brightest THG signal. We also demonstrated compatibility with three-photon excited fluorescence microscopy by imaging GFP-labeled microglia in the WM in parallel with THG microscopy, thereby enabling detailed tracking of subcortical myelin and other cellular dynamics in neurodegenerative disease models.
DOI: 10.15468/dl.8vp4eq
title: Occurrence Download

description: A dataset containing 403 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fauna de Caño Cristales, Sierra de La Macarena, Meta - Colombia"
 ]
}

 The dataset includes 403 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002581-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17603/ds2-gsvj-0s54
title: The Right Call: How Emergency Managers Make Storm Response Decisions Under Conditions of Uncertainty

description: We interviewed ten (10) emergency management practitioners in the state of Rhode Island, U.S.A., asking them to tell us how they make local storm response decisions and what data and tools would help them reduce uncertainty in their decision-making process. This study is part of a larger implementation research work to facilitate uptake of the Coastal Hazards Analysis, Modeling, and Prediction (CHAMP) system and other decision support tools to improve storm outcomes.m In the days leading to a hurricane, tropical storm, or nor’easter’s landfall, emergency managers (EMs) make critical response decisions meant to protect lives and property and minimize avoidable consequences. Often these choices are made under stressful conditions with decision making constrained by insufficient time, incomplete information, cognitive constraints, and organizational limits. Shifting storm characteristics, expanding coastal populations, growing dependence on vulnerable critical infrastructure, and rising recovery costs are increasing the risks hurricanes and tropical storms pose for coastal communities while making it more difficult for emergency managers to access data they need to make good choices about storm response. Uncertainty is a given in EMs’ storm response decision process, often requiring the local EM to lean on instinct and experience when empirical data is lacking. But making choices under such conditions can encourage cognitive shortcuts, ad hoc judgments, and biased decision making that lead to suboptimal choices. To develop better decision support tools, researchers need a deeper understanding of the choices EMs make when responding to storms under conditions of uncertainty. We present findings from ten (10) interviews with emergency management practitioners in the State of Rhode Island, U.S.A., designed to learn more about EM’s storm-related decisions. Our results identify pre-landfall response choices EMs make at the local level and explore the data gaps EMs encounter when making such decisions. We apply Simon’s theory of bounded rationality to examine emergency managers’ storm-related decision in high-stakes, time-constrained, uncertain environments, and validate prior studies showing that EMs often rely on bounded rationality to balance a lack of information and time when making such decisions. Lastly, we explore how simulation-based decision support tools can help EMs overcome these barriers to improve storm outcomes.
DOI: 10.15468/dl.kyfuxm
title: Occurrence Download

description: A dataset containing 748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100 0,-40 0,-40 50,-100 50,-100 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Maguimithrax spinosissimus"
 ]
}

 The dataset includes 748 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002584-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evbdg8
title: Occurrence Download

description: A dataset containing 44786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Rudbeckia hirta",
 "Year 1951-2026"
 ]
}

 The dataset includes 44786 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002582-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18436234
title: Western blot data

description: Aiman et al. - western blot data
DOI: 10.5281/zenodo.18436235
title: Western blot data

description: Aiman et al. - western blot data
DOI: 10.4231/35xq-6v22
title: Resonant scattering, metallicity, and redshift (Cloudy data)

description: &lt;p&gt;The warmer gaseous component of the Large Scale Structure of the Universe emits primarily in the X-ray portion of the electromagnetic spectrum, mostly through thermal emission. Resonant scattering of X-ray background radiation by the Warm-Hot Intergalactic Medium (10&lt;sup&gt;5 &lt;/sup&gt;K &lt; T &lt; 10&lt;sup&gt;7&lt;/sup&gt; K), however, can contribute significantly to the amplitude of the resonant emission lines of selected ions (with an increment of more than a factor 30).&lt;/p&gt;

&lt;p&gt;Tables for the emission (thermal and resonant scattering) at different temperature, density, metallicity, and redshift are generated with Cloudy. The comparison between thermal emission and resonant scattering contributions is performed with Jupyter Notebooks.&lt;/p&gt;

&lt;p&gt;All the material related to the published paper is stored in four sets: &ldquo;Cloudy scripts&rdquo;, &ldquo;Jupyter scripts&rdquo;, &ldquo;Data&rdquo;, and &ldquo;Figures&rdquo;. Additional material, that extends beyond the initial investigation, will be stored at a later time (the description will be updated accordingly).&lt;/p&gt;

&lt;p&gt;Data.&lt;/p&gt;

&lt;p&gt;The data folder does not include very large sets, like the Illustris TNG data and the Cloudy output.&lt;/p&gt;

&lt;p&gt;The Illustris dataset can be retrieved from the Illustris TNG Simulation repository.&lt;/p&gt;

&lt;p&gt;The Cloudy data can be generated with scripts in the &ldquo;Cloudy script&rdquo; set in less than 24 hours. The data folder contains the summary of the Cloudy data (labeled *_s.con) generated by &ldquo;Scattering_emission_maps_short&rdquo;. The summary is stored in a set of tar.gz files. If the original Cloudy data is not required, it is likely faster to download the *_s.con files from this repository. The Jupyter notebook copies data from the original continuum file (adopting the same units as the original); the first column (the energy of the spectrum bin) has units of eV, the second column (the &ldquo;reflected&rdquo; spectrum) has units of erg cm&lt;sup&gt;-2&lt;/sup&gt; s&lt;sup&gt;-1&lt;/sup&gt;.&lt;/p&gt;
description: Investigation of the contribution of resonant scattering to the emission of the Warm-Hot gas (10^5 K &lt; T &lt; 10^7 K) in the large scale structure of the Universe. Assessment of the effect of metallicity and redshift.
DOI: 10.15468/dl.bga7vr
title: Occurrence Download

description: A dataset containing 33638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Lobelia cardinalis",
 "Year 1944-2026"
 ]
}

 The dataset includes 33638 records from 221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002585-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tub2xg
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Rhynchopsitta terrisi",
 "Year 1000-1990"
 ]
}

 The dataset includes 33 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002586-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcruvx
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Scinax fuscomarginatus",
 "Year 2000-2020"
 ]
}

 The dataset includes 742 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002587-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.hj6de4
title: Derived dataset based on GBIF occurrence data cleaned for Maguimithrax spinosissimus

description: This derived dataset includes occurrence records for deep-sea pelagic species obtained via GBIF. Records were filtered for quality and used to model the distribution of Maguimithrax spinosissimus using ecological niche modeling techniques. This dataset supports a manuscript that investigates genomic connectivity across habitats and current and future habitat suitability under different RCP scenarios for the species in the Florida Keys
DOI: 10.34740/kaggle/dsv/14681214
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.7914/ks8v-t211
title: CRONOS&SIGMATOPCRO SM network

description: CRONOS&SIGMATOPCRO projects accelerographic network
DOI: 10.15468/dl.e6k9kr
title: Occurrence Download

description: A dataset containing 9491 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvia azurea"
 ]
}

 The dataset includes 9491 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002589-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.