cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/5xae-x235
title: "Bio cyber Interface through Redox modality for Internet of Bio Nano Things"

description: "The dataset for this study is synthetically generated fromvarious redox-based bio-cyber interface parameters in thecontext of the Internet of Bio-Nano Things. The dataset will consist of ten key features that showimportant traits related to the redox communication processand how well the bio-cyber interface works, along with onemillion recordings. The dataset includes important physicaland chemical traits and how redox reactions communicate atthe boundary between molecules and electrical systems. Suchreactions are controlled by the way electrons are exchanged,which turns molecular signals into changes in electrical current.This process allows for the transmission, detection, anddigital understanding of signals in tiny network systems. Thesefeatures are critical in detecting anomalies and potential cyberbiologicalattacks within the communication environment. Thedataset includes six main features: Current, Signal-to-NoiseRatio (SNR), SNR in decibels (SNRdB), Limit of Detection(LoD), Limit of Quantification (LoQ), and Channel Capacity.A seventh column labeled as Label classifies the system behaviorinto two categories: normal (0) and anomalous (1). Eachparameter has been thoughtfully designed using specializedelectrochemical knowledge and checked against simulationresults, creating a solid basis for using data to find unusualpatterns."
DOI: 10.15468/dl.3bccy3
title: Occurrence Download

description: A dataset containing 9414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus variabilis"
 ]
}

 The dataset includes 9414 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049664-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vcu34
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphoricarpos orbiculatus",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049667-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/pw7k-2j78
title: "Dataset for \"An AI-Based Super-Resolution Framework for Hourly-Hectometer Atmospheric NO\u2082 Reconstruction\""

description: "Urban air pollution exhibits pronounced spatiotemporal heterogeneity because of complex anthropogenic emissions and urban environments. Therefore, the emission sources identification, and the transport, transformation and health exposure assessments of atmospheric pollutants rely heavily on high-resolution monitoring. This work developed a deep learning model to achieve hourly-hectometer air pollutant mapping of nitrogen dioxide (NO2) in Hefei, China from kilometer-level hyperspectral satellite monitoring. Hectometer-resolution traffic flow and point of interest (POI) were integrated as representations of specific emission sources. Gaussian diffusion simulation was applied to capture the impact of atmospheric conditions and transport processes on ground-level NO\u2082 concentrations. The reconstructed hourly-hectometer NO2 distribution was validated with in-situ monitoring networks, horizontal ground-based remote sensing and mobile observations, with correlation coefficients of 0.81, 0.75 and 0.86, respectively. Through the 100 m-level NO\u2082 distribution, some minor emission sources were identified within urban area, such as river ports and congested road sections, which are hardly captured by kilometer-level hyperspectral satellite monitoring. The hectometer-scale distribution reveals an average underestimation of 21% in NO2 exposure in near-road communities when using the in-situ monitoring network data. Additionally, the number of days exceeding the daily NO\u2082 guideline can vary by up to 24% even between neighboring communities located just 530 m apart. The model offers a unique perspective on urban air quality assessment and pollution attribution."
DOI: 10.15468/dl.sbdbby
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphoricarpos orbiculatus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049668-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5qchw
title: Occurrence Download

description: A dataset containing 17990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco tinnunculus"
 ]
}

 The dataset includes 17990 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049666-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14272/rqsoblsctkdchf-uhfffaoysa-n/chmo0000482
title: electrospray ionisation mass spectrometry (ESMS) ()
title: InChI=1S/C15H9O4.C5H5.Fe/c16-14-9-13(11-7-3-4-8-12(11)18-14)19-15(17)10-5-1-2-6-10;1-2-4-5-3-1;/h1-9H;1-5H;

description: dataset for electrospray ionisation mass spectrometry (ESMS)
DOI: 10.14272/rqsoblsctkdchf-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) ()
title: InChI=1S/C15H9O4.C5H5.Fe/c16-14-9-13(11-7-3-4-8-12(11)18-14)19-15(17)10-5-1-2-6-10;1-2-4-5-3-1;/h1-9H;1-5H;

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.15468/dl.x74pcr
title: Occurrence Download

description: A dataset listing the 127 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-92.1001 15.16937,-92.13273 15.1696,-92.09612 15.12294,-91.99012 15.12736,-91.99186 15.17064,-92.1001 15.16937))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 127 records were derived from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010197-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssw32d
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinus carpio",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1840",
 "Year is less than or equal to 1844"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010128-260120142942310/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/10265397
title: Real-Time Exercise Recognition Dataset
DOI: 10.15468/dl.fgz9f4
title: Occurrence Download

description: A dataset containing 15372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Russula fragilis"
 ]
}

 The dataset includes 15372 records from 309 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010129-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv3aj5
title: Occurrence Download

description: A dataset containing 3698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melampodium divaricatum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3698 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010130-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.5zex7x
title: Dataset generated from Esri tool

description: Derived dataset generated by Esri geoprocessing tool using GBIF API
DOI: 10.5683/sp3/524rjf
title: Glider data Cube for Line P for Talbot et al 2026

description: Glider data along LineP, gridded in along-line distance by 250 m, gridded in the vertical by 1 m. These grids are stacked by 15 occupations of the line. 

Also model output gridded onto the same grid from a NEMO ocean model created created by Guoqi Han.

Analysis code is at doi:80710.5281/zenodo.18343685
description: Dimensions of the netcdf files are `(file: 15 depth: 1100 distance: 5686)` where `file` is the occupation of the line.
description: Version for second review at J. Geophysical Research: Oceans
DOI: 10.15468/dl.w3nsp4
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyprinus carpio",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1845",
 "Year is less than or equal to 1849"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010131-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3aevym
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ITA.14_1",
 "TaxonKey is Orchis brancifortii"
 ]
}

 The dataset includes 55 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010133-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bucqa
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atelopus senex"
 ]
}

 The dataset includes 240 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010136-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.favkbk
title: Occurrence Download

description: A dataset containing 26094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Russula nigricans"
 ]
}

 The dataset includes 26094 records from 343 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010135-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxvnb5
title: Occurrence Download

description: A dataset containing 4878755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bellardiochloa variegata, Cirsium heterotrichum, Hieracium caesium, Hieracium coloriscapum, Veronica officinalis, Helleborus purpurascens, Hepatica nobilis, Viola riviniana, Aristolochia clematitis, Fragaria moschata, Origanum vulgare, Hieracium gymnocephalum, Hieracium calophyllum, Poa alpigena, Moneses uniflora, Gnaphalium sylvaticum, Trifolium montanum, Helianthemum alpestre, Hieracium pilosum, Polygala amara, Scabiosa lucida, Minuartia juniperina, Festuca eskia, Primula halleri, Pedicularis petiolaris, Euphorbia marginata, Erysimum pusillum, Omalotheca hoppeana, Alchemilla hoppeana, Bromus pannonicus, Hieracium villosum, Carex aterrima, Knautia longifolia, Potentilla caulescens, Hieracium andrasovszkyi, Potamogeton natans, Agrostis stolonifera, Carex diandra, Geum rivale, Betonica officinalis, Briza media, Seseli libanotis, Pilosella guthnikiana, Polygonum aviculare, Paronychia kapela, Festuca dalmatica, Veronica saturejoides)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4878755 records from 5291 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010015-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20372/aau_rdm/xs0rnu
title: Surgical Treatment Outcomes of Graves’ Disease: A Retrospective Multicenter Study in Ethiopia

description: The Data was Surgical Treatment Outcomes of Graves’ Disease: A Retrospective Multicenter Study in Ethiopia
DOI: 10.5061/dryad.5hqbzkh9v
title: Data for: Coral adaptive capacity insufficient to halt global transition of coral reefs into net erosion under climate change

description: Projecting the effects of climate change on net reef calcium carbonate
 production is critical to understanding the future impacts on ecosystem
 function, but prior estimates have not included corals’ natural adaptive
 capacity to such change. Here we estimate how the ability of symbionts to
 evolve tolerance to heat stress, or for coral hosts to shuffle to
 favourable symbionts, and their combination, may influence responses to
 the combined impacts of ocean warming and acidification under three
 representative concentration pathway emissions scenarios (RCP2.6, RCP4.5,
 RCP8.5). We show that symbiont evolution and shuffling both individually
 and when combined favours persistent positive net reef calcium carbonate
 production. However, our projections of future net calcium carbonate
 production under climate change vary both spatially and by RCP. For
 example, 19–35% of modelled coral reefs are still projected to have net
 positive net calcium carbonate production by 2050 if symbionts can evolve
 increased thermal tolerance, depending on the RCP. Without symbiont
 adaptive capacity, the number of coral reefs with positive net calcium
 carbonate production drops to 9–13% by 2050. Accounting for both symbiont
 evolution and shuffling, we project median positive net calcium carbonate
 production of coral reefs will still occur under low greenhouse emissions
 (RCP2.6) in the Indian Ocean, and even under moderate emissions (RCP4.5)
 in the Pacific Ocean. However, adaptive capacity will be insufficient to
 halt the transition of coral reefs globally into erosion by 2050 under
 severe emissions scenarios (RCP8.5).
description: See the methods of the paper.
DOI: 10.5281/zenodo.18402968
title: First detection of Usutu virus in harbor seals (Phoca vitulina) in Germany
DOI: 10.5281/zenodo.18402969
title: First detection of Usutu virus in harbor seals (Phoca vitulina) in Germany
DOI: 10.5061/dryad.ngf1vhhzn
title: Intraparietal stimulation disrupts negative distractor effects in human multi-alternative decision-making

description: There has been debate about whether addition of an irrelevant distractor
 option to an otherwise binary decision influences which of the two choices
 is taken. We show that disparate views on this question are reconciled if
 distractors exert two opposing but not mutually exclusive effects. Each
 effect predominates in a different part of decision space: 1) a positive
 distractor effect predicts high-value distractors improve decision-making;
 2) a negative distractor effect, of the type associated with divisive
 normalisation models, entails decreased accuracy with increased distractor
 values. Here, we demonstrate both distractor effects coexist in human
 decision making but in different parts of a decision space defined by the
 choice values. We show disruption of the medial intraparietal area (MIP)
 by transcranial magnetic stimulation (TMS) increases positive distractor
 effects at the expense of negative distractor effects. Furthermore,
 individuals with larger MIP volumes are also less susceptible to the
 disruption induced by TMS. These findings also demonstrate a causal link
 between MIP and the impact of distractors on decision-making via divisive
 normalisation.
description: To run the scripts included in this
 repository, MATLAB and VBA toolbox (https://mbb-team.github.io/VBA-toolbox/) are required. The scripts included were written and run using MATLAB R2018a.
DOI: 10.5061/dryad.pg4f4qrv9
title: Data from: Axial conduit widening, tree height and height growth rate set the hydraulic transition of sapwood into heartwood

description: The size-related xylem adjustments required to maintain a constant
 leaf-specific sapwood conductance (KLEAF) with increasing height (H) are
 still under discussion. Alternative hypotheses are that: (i) the conduit
 hydraulic diameter (Dh) at any position in the stem and/or (ii) the number
 of sapwood rings at stem base (NSWr) increase with H. In addition, (iii)
 lower stem elongation (ΔH) increases the tip-to-base conductance through
 inner xylem rings, thus possibly the NSWr contributing to KLEAF. A
 detailed stem analysis showed that Dh increased with the distance from the
 apex (DCA) in all rings of a P. abies and a F. sylvatica tree. Net of DCA
 effect, Dh did not increase with H. Using sapwood traits from a global
 dataset, NSWr increased with H and decreased with ΔH, and the mean sapwood
 ring width (SWrw) increased with ΔH. A numerical model based on anatomical
 patterns predicted the effects of H and ΔH on the conductance of inner
 xylem rings. Results suggested the sapwood/heartwood transition depends on
 both H and ΔH, and is set when the C allocation to maintenance respiration
 of living cells in inner sapwood rings produces a lower gain in total
 conductance than investing the same C in new vascular conduits.
description: The dataset of this article
 ("Axial conduit widening, tree height and height growth rate set the
 hydraulic transition from sapwood into heartwood") is composed of two
 datasets and Supplementay Tables and Figures.
 Datasets:
 1) Data of hydraulically
 weighted xylem conduit diameters of all the tree rings of stem discs
 extracted at different position along the stem of a Picea abies Karst. and
 a Larix decidua L. tree; 2) Compiled data of the number of sapwood rings,
 mean width of sapwood rings, tree height, and annual height growth from
 own sampling of trees across the Alps.
 Tables:
 Table S1;
 Table
 S2; Table S3. 
 Figures: Figure S1;
 Figure
 S2;<br> Figure S3;<br>
 Figure
 S4.<br>
DOI: 10.5281/zenodo.18385294
title: Dataset for article: Multifunctional implantable hydrogels: Smart platforms at the forefront of biomedical innovation

description: The Dataset provides a provides a comprehensive overview of implantable hydrogel technologies, focusing on critical physicochemical and biological features that determine clinical performance. Recent advances in additive manufacturing fabrication techniques, including 3D and 4D printing, are explored alongside innovations in hydrogel ink formulations designed to enhance mechanical robustness, shape fidelity, and biological functionality.
DOI: 10.5281/zenodo.18385293
title: Dataset for article: Multifunctional implantable hydrogels: Smart platforms at the forefront of biomedical innovation

description: The Dataset provides a provides a comprehensive overview of implantable hydrogel technologies, focusing on critical physicochemical and biological features that determine clinical performance. Recent advances in additive manufacturing fabrication techniques, including 3D and 4D printing, are explored alongside innovations in hydrogel ink formulations designed to enhance mechanical robustness, shape fidelity, and biological functionality.
DOI: 10.5061/dryad.d51c5b07f
title: Data from: Habitat heterogeneity determines species richness on small habitat islands in a fragmented landscape

description: Aim: The small-island effect (SIE), as an exception to the species-area
 relationship, has received much attention in true island systems. However,
 the prevalence and related patterns of the SIE have not been well
 evaluated in habitat island systems. Here, we aimed to identify the
 existence of SIE for habitat islands in fragmented landscapes and
 determine the key factors influencing species richness on small habitat
 islands. Location: Inner Mongolia Autonomous Region, China. Taxon:
 Vascular plants. Methods: Based on 78 grassland fragments in fragmented
 landscapes of the agro-pastoral ecotone of northern China, we used
 piecewise regression, path analysis, and null models to investigate the
 SIE of the species-area relationship. We then used a multi-model selection
 to evaluate the impacts of four influencing factors (instability,
 isolation, habitat heterogeneity, and surrounding productivity) on species
 richness (including habitat specialists and generalists) on small habitat
 islands within the range of SIE. Results: We found an obvious threshold of
 5.1 ha in the species-area relationship, below which habitat island area
 had no direct and indirect effects on species richness. Small habitat
 islands (&lt; 5.1 ha) host a lower percentage of habitat specialists
 and a higher percentage of generalists. On small habitat islands, species
 richness was positively affected by habitat heterogeneity while negatively
 affected by instability and isolation. Habitat heterogeneity had the
 strongest effect on species richness, positively affecting specialist
 richness while negatively affecting generalist richness. Main conclusions:
 There is a SIE in fragmented landscapes of the agro-pastoral ecotone of
 northern China, which should be considered in biodiversity conservation.
 Habitat heterogeneity had a key role in determining the pattern of species
 richness, especially for small islands. Habitat specialists and
 generalists had different SIE-related patterns. Our study highlights the
 importance of considering different ecological groups of species to
 improve our understanding of the SIE in fragmented habitats.
DOI: 10.5061/dryad.05qfttf71
title: Personality and temporal plasticity in fish populations along a gradient of evolutionary divergence

description: Personality is now recognized as an ecologically and evolutionarily
 significant phenomenon because it can affect fitness directly. However,
 empirical studies specifically tackling the importance of personality in
 the processes of adaptive divergence and speciation are scarce. Whether
 selection favours plasticity or canalization of personality traits in
 specific contexts and how ecological conditions affect the presence and
 the structure of personalities remain to be elucidated. We used five
 populations of Arctic charr, Salvelinus alpinus, chosen along a gradient
 of genetic and phenotypic divergence: an anadromous population supposedly
 close to the ancestral population and two pairs of sympatric lake morphs.
 Fish were raised individually from eggs in a common-garden experiment to
 specifically assess the genetic bases of the boldness trait in these
 populations. Thirty-two individuals per morph were repeatedly tested at 11
 months old in an open field test with a shelter to assess boldness. The
 repeatability of the boldness trait (i.e. personality), within- and
 among-individual variation and temporal variation were assessed within
 each population. Then, the temporal plasticity in boldness and boldness
 mean score were assessed among populations. The results show differences
 between populations for the three variables, with the highest
 repeatability in the most diverged population, an increase in boldness
 over time and a lower mean value (especially the first time they were
 exposed to the novel environment) in the anadromous population. This
 suggests that boldness and temporal plasticity differ between the
 anadromous population and the more diverged lake populations under a
 controlled embryonic/juvenile environment. Further research is needed to
 verify the contribution of temporal plasticity for personality traits in
 the context of rapid adaptive radiation such as that seen in Arctic charr.