cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17749441
title: Chemical reaction network for the CH2NS system

description: Chemical reaction network for the CH2NS system, presented in the AutoMeKin format: https://emartineznunez.github.io/AutoMeKin/docs/results.html
DOI: 10.15468/dl.pn54e9
title: Occurrence Download

description: A dataset containing 1017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "Country is Germany",
 "GadmGid is one of (DEU.7_1, DEU.11_1, DEU.1_1, DEU.12_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tettigonia cantans",
 "Year 2015-2025"
 ]
}

 The dataset includes 1017 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013984-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17749351
title: A Bimetallic Strategy to Modulate Electronic Metal Support Interaction in Co3O4(111)-Based Catalysts: The Case of Supported Rh–Pt Core-Shell Nanoparticles

description: SRPES data obtained during preparation and stepwise annealing of Pt@Rh, Rh@Pt, Rh, and Pt nanoparticles supported on Co3O4(111) films grown on Ir(100).
DOI: 10.5281/zenodo.17749350
title: A Bimetallic Strategy to Modulate Electronic Metal Support Interaction in Co3O4(111)-Based Catalysts: The Case of Supported Rh–Pt Core-Shell Nanoparticles

description: SRPES data obtained during preparation and stepwise annealing of Pt@Rh, Rh@Pt, Rh, and Pt nanoparticles supported on Co3O4(111) films grown on Ir(100).
DOI: 10.15468/dl.zwp6jb
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cornufer batantae"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013985-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14466/cefasdatahub.188
title: Select marine epifauna abundance and taxonomic data collected in the UK continental shelf and wider North Sea between 1987 and 2023

description: This dataset contains records of marine epifaunal communities collected using 2 metre (m) beam trawl surveys between 1987 and 2023 from across the United Kingdom (UK) continental shelf and the wider North Sea. The dataset takes the form of trawl-derived abundance and taxonomic information, harmonised through the OneBenthic database and standardised using the World Register of Marine Species ([WoRMS][1]). It was compiled to support large-scale analysis of spatial patterns in epifaunal taxon richness, abundance, and assemblage composition, with the aim of informing marine spatial planning, licensing, and conservation management. Users should note that the dataset excludes pelagic taxa, larval stages, and areas licensed for anthropogenic activities such as dredging and renewable energy.

Epifaunal data were collected between 1987 and 2023 during 110 surveys across the United Kingdom (UK) continental shelf and North Sea using 2 metre (m) beam trawls fitted with either a 4 millimetre (mm) or 5 mm cod-end mesh. Trawls were conducted at speeds of less than 2 knots and tow lengths of less than 2 kilometres (km). The data were collated within the OneBenthic database, which integrates publicly available benthic datasets from governmental, academic, and industry sources.

Raw records were harmonised to family level taxonomy using the World Register of Marine Species ([WoRMS][2]) to ensure consistency across sources. Quality control included exclusion of pelagic taxa, larval stages, and taxa better sampled using sediment grabs, as well as capping of extreme abundances at 1,000 individuals per taxon per sample to minimise the influence of outliers. Colonial taxa (e.g. hydroids and sponges) were included as presence records with an assigned abundance of one, in line with established practice for benthic data integration.

Spatial autocorrelation was assessed using empirical semi-variograms, and 983 samples within 2 km of each other were removed to reduce bias, resulting in a final dataset of 1,400 trawl samples. The dataset was further standardised by excluding samples collected within areas subject to direct anthropogenic disturbance (e.g. dredging, extraction, disposal, renewable energy infrastructure).

Overall, the dataset represents a high-quality, harmonised baseline of epifaunal abundance and composition across a broad spatial and temporal extent. While care was taken to address inconsistencies between data sources, users should note that differences in survey design, identification practices, and spatial coverage may influence comparability at fine scales.

Code repository [(https://doi.org/10.5281/zenodo.17743282][3]) documents the sql queries that subset the trawl data to exclude those that do not confirm to required conditions
DOI: 10.15468/dl.aw8src
title: Occurrence Download

description: A dataset containing 6418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Natator depressus"
 ]
}

 The dataset includes 6418 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013986-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4a6ubr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-13.95605 36.12781,3.36187 36.12781,3.36187 43.05201,-13.95605 43.05201,-13.95605 36.12781))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Armeria genesiana belmonteae"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013987-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x58f6p
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((19.97469 35.8517,24.38924 35.8517,24.38924 39.10814,19.97469 39.10814,19.97469 35.8517))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "TaxonKey is Ophiomorus punctatissimus",
 "Year 1972-2025"
 ]
}

 The dataset includes 38 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013990-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vz7f6d
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Alangium salviifolium"
 ]
}

 The dataset includes 312 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013988-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbcy8f
title: Occurrence Download

description: A dataset containing 552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Oecophylla smaragdina",
 "Year 1981-2024"
 ]
}

 The dataset includes 552 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013989-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17677359
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D1, Vertical level sfc, Global model CanESM5, scenario ssp126 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17677360
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D1, Vertical level sfc, Global model CanESM5, scenario ssp126 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.15468/dl.h5duuy
title: Occurrence Download

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

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013991-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29597924
title: Mechanical control of the invasive plant <i>Tradescantia fluminensis</i>: effects on riparian vegetation and epigeic arthropods

description: <i>Tradescantia fluminensis </i>is an herbaceous invasive plant that particularly affects riparian ecosystems. This study aimed to assess the impact of <i>T. fluminensis</i> on vegetation and epigeic arthropods, as well as to compare the effects of mechanical cutting and uprooting (hand-pulling) of the invader on these communities. Using a BACI (“Before-After-Control-Impact”) design, we compared invaded and non-invaded areas before (March) and after (May) treatments. The invader showed a negative impact on native vegetation due to its high production of aerial biomass, which forms dense mats over the understory. No significant effects of the invasion on arthropods were detected Before, but the subsequent increase in richness and abundance in non-invaded areas was lower in invaded areas After. Uprooting reduced <i>T. fluminensis</i> cover by 70%, promoting an early secondary succession: the plant community recovered species typical of non-invaded areas and increased the cover of many already present. Moreover, uprooting enhanced both the richness and abundance of epigeic arthropods. In contrast, mechanical cutting did not significantly reduce <i>T. fluminensis</i> cover nor improve the response of the vegetation or arthropod communities. This study represents the first approach to the restoration of riparian environments invaded by <i>T. fluminensis</i> in the Iberian Peninsula. We conclude that mechanical cutting, a commonly used control method, does not promote recovery of previously invaded areas, whereas uprooting effectively enhances ecological restoration without negatively affecting epigeic arthropods.<br>How to cite: González-Outeiriño, F., Loira-García, A., Retuerto, R., Rodríguez, J. 2025. Control mecánico de la planta invasora <i>Tradescantia fluminensis</i>: efectos sobre la vegetación ribereña y los artrópodos epígeos. Ecosistemas 34(3): 3078. https://doi.org/10.7818/ECOS.3078
DOI: 10.6084/m9.figshare.29597924.v2
title: Mechanical control of the invasive plant <i>Tradescantia fluminensis</i>: effects on riparian vegetation and epigeic arthropods

description: <i>Tradescantia fluminensis </i>is an herbaceous invasive plant that particularly affects riparian ecosystems. This study aimed to assess the impact of <i>T. fluminensis</i> on vegetation and epigeic arthropods, as well as to compare the effects of mechanical cutting and uprooting (hand-pulling) of the invader on these communities. Using a BACI (“Before-After-Control-Impact”) design, we compared invaded and non-invaded areas before (March) and after (May) treatments. The invader showed a negative impact on native vegetation due to its high production of aerial biomass, which forms dense mats over the understory. No significant effects of the invasion on arthropods were detected Before, but the subsequent increase in richness and abundance in non-invaded areas was lower in invaded areas After. Uprooting reduced <i>T. fluminensis</i> cover by 70%, promoting an early secondary succession: the plant community recovered species typical of non-invaded areas and increased the cover of many already present. Moreover, uprooting enhanced both the richness and abundance of epigeic arthropods. In contrast, mechanical cutting did not significantly reduce <i>T. fluminensis</i> cover nor improve the response of the vegetation or arthropod communities. This study represents the first approach to the restoration of riparian environments invaded by <i>T. fluminensis</i> in the Iberian Peninsula. We conclude that mechanical cutting, a commonly used control method, does not promote recovery of previously invaded areas, whereas uprooting effectively enhances ecological restoration without negatively affecting epigeic arthropods.<br>How to cite: González-Outeiriño, F., Loira-García, A., Retuerto, R., Rodríguez, J. 2025. Control mecánico de la planta invasora <i>Tradescantia fluminensis</i>: efectos sobre la vegetación ribereña y los artrópodos epígeos. Ecosistemas 34(3): 3078. https://doi.org/10.7818/ECOS.3078
DOI: 10.6084/m9.figshare.29597924.v1
title: Effects of <i>Tradescantia fluminensis</i> control on riparian vegetation and epigeic arthropods

description: <i>Tradescantia fluminensis</i> is an invasive herbaceous plant that especially affects riparian systems. This study evaluates the short-term response of plant and epigeic arthropod communities after applying two control methods: mowing (mechanical cutting) and uprooting (manual removal), with the aim of reducing the spread of <i>T. fluminensis</i>. Using a BACI ("Before-After-Control-Impact") design, invaded and non-invaded areas were compared before and after treatment. Our results show that <i>T. fluminensis</i> negatively impacts riparian vegetation due to its high productivity, expressed as aboveground biomass, although its effect on epigeal arthropods is not evident. When comparing the selected methods, manual removal of <i>T. fluminensis</i> proved to be effective. It reduced the invasive plant's cover by 70%. This promoted early secondary succession in which the plant community regained species typical of non-invaded areas and increased the cover of many already present species. However, mowing did not succeed in reducing <i>T. fluminensis</i> presence or significantly improving the response of the studied communities. It did, however, limit the spring increase in arthropod richness observed in the other plots. This work represents a first approach to the restoration of riverine areas invaded by <i>T. fluminensis</i> on the Iberian Peninsula. This study concludes that mowing, a commonly used method, is not successful in promoting the recovery of previously invaded areas, whereas manual removal supports recovery without affecting the epigeic arthropod community.
DOI: 10.21227/gkjh-kf81
title: "Human blood red cells phase segmented data and interferogram in wDPM system"

description: "This dataset is for the paper titled: Real-Time Halo-Free Quantitative Phase Imaging via Physics-constrained Self-Supervised Network. The dataset is used to train and test the self-supervised network. "
DOI: 10.5281/zenodo.17677363
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D1, Vertical level sfc, Global model CanESM5, scenario ssp245 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17677364
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D1, Vertical level sfc, Global model CanESM5, scenario ssp245 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17677369
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D1, Vertical level sfc, Global model CanESM5, scenario ssp370 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17677370
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D1, Vertical level sfc, Global model CanESM5, scenario ssp370 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.17026/ar/tokqk9
title: Gemeente Venlo, plangebied Mulkenshofweg 1 te Blerick (terrein 134)
title: Archeologisch bureauonderzoek

description: Op dit moment zijn de exacte plannen nog onbekend. Indien de werkzaamheden groter zijn dan 100 m2 en dieper reiken dan 50 cm adviseert BAAC een vervolgonderzoek in de vorm van een verkennend booronderzoek uit te voeren. Dit onderzoek dient om de diepte van de verwachte niveaus vast te stellen en de intactheid van de bodem te controleren. Voorafgaand aan het booronderzoek dienen de eisen waaraan het onderzoek dient te voldoen, te worden vastgelegd in een door de bevoegde overheid goed te keuren Plan van Aanpak (PvA).
DOI: 10.5281/zenodo.17677374
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D1, Vertical level sfc, Global model CanESM5, scenario ssp585 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17677373
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D1, Vertical level sfc, Global model CanESM5, scenario ssp585 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.15468/dl.vh6g6s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.83267 43.08252,-8.80599 43.07729,-8.78438 43.21509,-8.94144 43.12917,-8.83267 43.08252))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Circus pygargus"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013992-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17677379
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D1, Vertical level sfc, Global model EC-EARTH3, scenario Historical -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17677378
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D1, Vertical level sfc, Global model EC-EARTH3, scenario Historical -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.15468/dl.j5c94a
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Glyphoglossus brooksii"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013993-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17677380
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D1, Vertical level sfc, Global model EC-EARTH3, scenario ssp126 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.