cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.p29a7k
title: Occurrence Download

description: A dataset containing 45553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Troglodytes solstitialis P.L.Sclater, 1859"
 ]
}

 The dataset includes 45553 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024171-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.655zrz
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Populus purdomii Rehder)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 222 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024174-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25901/jdmy-sx10
title: Sturt Plains Flux Data Release 2025_v1
DOI: 10.15468/dl.58es9a
title: Occurrence Download

description: A dataset containing 2732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ipomoea trifida (Kunth) G.Don)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2732 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024175-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3384qe
title: Occurrence Download

description: A dataset containing 13535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Catharus dryas (Gould, 1855)"
 ]
}

 The dataset includes 13535 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024178-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snj67q
title: Occurrence Download

description: A dataset containing 36780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Catharus fuscater (Lafresnaye, 1845)"
 ]
}

 The dataset includes 36780 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024176-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3091390/2558200
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3091392/2558201
title: Data for EMSL Project 51287 from April 2024
DOI: 10.15468/dl.5km5ew
title: Occurrence Download

description: A dataset containing 121364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Tricholaema leucomelas (Boddaert, 1783)"
 ]
}

 The dataset includes 121364 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006291-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3091393/2558202
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3091394/2558203
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3091395/2558204
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3091396/2558205
title: Data for EMSL Project 51287 from April 2024
DOI: 10.15468/dl.eadvr9
title: Occurrence Download

description: A dataset containing 2286 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynops orientalis (David, 1873)"
 ]
}

 The dataset includes 2286 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013327-250402121839773/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.28761383
title: Dataset-ARM-Paper

description: This study investigates traffic crash patterns in North Khorasan province, Iran, utilizing data from the Iran Traffic Police spanning 2014 to 2018. The analysis encompasses both rural and urban accidents across diverse road types. The dataset, sourced from Traffic Accident Record forms, includes details on crash location, road characteristics, environmental conditions, driver profiles, vehicle information, primary causes, human factors, and crash severity. Driver data was integrated with crash records using RapidMiner Studio, resulting in a comprehensive dataset of 19,229 crashes. The research considers urban/rural differences, road classifications, and other factors contributing to accidents, aiming to understand crash trends and severity across the province. A rigorous data cleaning process ensured data quality by removing attributes with high uniqueness (≥98%), minimal variability (≥98% identical values), excessive missing values (&gt;10%), and those irrelevant to the study’s objectives. This process reduced the initial 38 attributes to a refined set of 20 for subsequent crash severity analysis. To improve the classification of crash severity levels, continuous variables were discretized using supervised entropy-based discretization. Finally, the SMOTE oversampling technique was applied to balance the crash severity levels (Fatal/injury versus property damage only), and the dataset was split into a training set (70%) and a test set (30%) using stratified sampling.
DOI: 10.15468/dl.acxsnz
title: Occurrence Download

description: A dataset containing 8910 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynops pyrrhogaster (Boie, 1826)"
 ]
}

 The dataset includes 8910 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013330-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5vr76
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Distocyclus goajira (Schultz, 1949)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013328-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15772542
title: HOPSS-X (HOurly Precipitation Spatial Structures and Xtremes) from MERIDA HRES Reanalysis

description: HOPSS-X (HOurly Precipitation Spatial Structures and Xtremes) from MERIDA HRES Reanalysis

This dataset provides a database of hourly precipitation spatial structures over Italy, derived from the MERIDA HRES convection-permitting reanalysis (1986–2022), described in Viterbo et al. (2024) https://doi.org/10.1002/met.70011.

The dataset focuses on hourly precipitation structures, identified from each hourly field using a percentile-based clustering technique that accounts for both seasonal and regional variability in precipitation regimes. The clustering threshold is defined as the 50th percentile of all hourly precipitation values exceeding 1 mm/h, calculated separately for each season and grid point. This adaptive method reduces the influence of light, spatially noisy precipitation and ensures selecting spatially continuous precipitation structures that are assumed to have a detectable, and at times significant, impact on human activities, as they do not fall into the category of very light precipitation, given the season and the region under study.

For each hourly field, contiguous grid cells exceeding the threshold were grouped into a single structure, provided that the cluster covered at least five grid cells, to exclude small-scale noise. The detection was performed independently for each hour, without tracking structures over time, in line with the dataset’s focus on the spatial characteristics of hourly precipitation.

For each event, the dataset provides a set of features, including:





Date and hour of occurrence




Maximum precipitation intensity (mm/h) and its location




Intensity-weighted centroid coordinates




Total event area (number of grid cells)




Total precipitation volume (mm/h)




Geometrical shape descriptors: eccentricity, orientation angle, and major axis length, calculated using the minimum enclosing ellipse method.



Over the 37-year analysis period, the dataset contains approximately 160,000 precipitation structures per year. The interannual variability in the annual number of detected structures is around 10%, as quantified by the relative standard deviation across years.

To support diverse user needs, the dataset is provided as individual yearly .txt files (1986–2022); each row represents a different structure, each column a different feature. Additionally, a separate aggregated file is included, containing only the Hourly Precipitation Extremes (HPEs) for the whole period. The HPEs filtering is based on a threshold derived from the local annual maxima of hourly precipitation (RX1hour).

This dataset aims to facilitate research on precipitation extremes, hydrological impacts, and climate change signals over Italy. Further methodological details, validation steps, and scientific analyses—especially regarding the trends and spatial patterns of precipitation extremes over Italy—will be available in the associated scientific article currently under review.
DOI: 10.5281/zenodo.15772543
title: HOPSS-X (HOurly Precipitation Spatial Structures and Xtremes) from MERIDA HRES Reanalysis

description: HOPSS-X (HOurly Precipitation Spatial Structures and Xtremes) from MERIDA HRES Reanalysis

This dataset provides a database of hourly precipitation spatial structures over Italy, derived from the MERIDA HRES convection-permitting reanalysis (1986–2022), described in Viterbo et al. (2024) https://doi.org/10.1002/met.70011.

The dataset focuses on hourly precipitation structures, identified from each hourly field using a percentile-based clustering technique that accounts for both seasonal and regional variability in precipitation regimes. The clustering threshold is defined as the 50th percentile of all hourly precipitation values exceeding 1 mm/h, calculated separately for each season and grid point. This adaptive method reduces the influence of light, spatially noisy precipitation and ensures selecting spatially continuous precipitation structures that are assumed to have a detectable, and at times significant, impact on human activities, as they do not fall into the category of very light precipitation, given the season and the region under study.

For each hourly field, contiguous grid cells exceeding the threshold were grouped into a single structure, provided that the cluster covered at least five grid cells, to exclude small-scale noise. The detection was performed independently for each hour, without tracking structures over time, in line with the dataset’s focus on the spatial characteristics of hourly precipitation.

For each event, the dataset provides a set of features, including:





Date and hour of occurrence




Maximum precipitation intensity (mm/h) and its location




Intensity-weighted centroid coordinates




Total event area (number of grid cells)




Total precipitation volume (mm/h)




Geometrical shape descriptors: eccentricity, orientation angle, and major axis length, calculated using the minimum enclosing ellipse method.



Over the 37-year analysis period, the dataset contains approximately 160,000 precipitation structures per year. The interannual variability in the annual number of detected structures is around 10%, as quantified by the relative standard deviation across years.

To support diverse user needs, the dataset is provided as individual yearly .txt files (1986–2022); each row represents a different structure, each column a different feature. Additionally, a separate aggregated file is included, containing only the Hourly Precipitation Extremes (HPEs) for the whole period. The HPEs filtering is based on a threshold derived from the local annual maxima of hourly precipitation (RX1hour).

This dataset aims to facilitate research on precipitation extremes, hydrological impacts, and climate change signals over Italy. Further methodological details, validation steps, and scientific analyses—especially regarding the trends and spatial patterns of precipitation extremes over Italy—will be available in the associated scientific article currently under review.
DOI: 10.15468/dl.fhp9um
title: Occurrence Download

description: A dataset containing 61911893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is India",
 "Year 2000-2024"
 ]
}

 The dataset includes 61911893 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061162-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/6hr8k
title: Scaffold-mediated miRNA-155 inhibition promotes regenerative macrophage polarisation leading to anti-inflammatory, angiogenic and neurogenic responses for wound healing

description: Chronic wounds represent a significant clinical challenge due to persistent inflammation and impaired nerve regeneration, both of which delay healing. Conventional treatments often yield limited success and inconsistent outcomes, especially in complex and recurring wounds. Combinatorial strategies that integrate biomaterial scaffolds with gene delivery offer a promising approach to promote tissue repair. MicroRNAs (miRNAs), particularly miRNA-155, have emerged as crucial regulators of wound healing. MiRNA-155 is highly expressed in inflammatory conditions and plays a key role in macrophage activation, polarisation, and nerve regeneration. In this context, this study introduces a miRNA-155-activated scaffold designed to modulate the chronic wound environment by inhibiting miRNA-155. MiRNA-155 inhibitor complexed GET nanoparticles were characterised and incorporated into collagen-glycosaminoglycan (CG) scaffolds. These supported dermal fibroblast and endothelial cell growth while enabling controlled inhibitor release. Scaffold-mediated miRNA-155 inhibition in both non-polarised (M0) and pro-inflammatory (M1) macrophages promoted anti-inflammatory (M2) polarisation. Macrophage secretome analysis showed reduced inflammatory cytokines and increased angiogenic growth factor secretion in both M0 and M1 conditions. Confirmation of the pro-regenerative potential of the miRNA-activated scaffold via macrophage polarisation was validated through inflammatory and angiogenic functional assays with endothelial cells. In parallel, scaffold-mediated miRNA-155 delivery to dorsal root ganglia (DRG) promoted neurogenic outcomes in the form of enhanced axonal regrowth, essential for the synergistic repair of chronic wounds across the skin-nerve axis. Finally, in vivo assessment of miRNA-155-activated scaffold implantation in chicks demonstrated successful integration without disrupting vascular network formation. Taken together, these findings establish the miRNA-155-activated scaffold as a regenerative platform with anti-inflammatory, pro-angiogenic, and neurogenic outcomes, offering a multifaceted solution for chronic wound healing.
DOI: 10.2908/env_ac_pepsns1
title: Production auxiliaire de services de protection de l'environnement par les sociétés, par caractéristiques économiques et activité de la NACE Rév. 2
title: Production of environmental protection services of corporations as ancillary producers by economic characteristics and NACE Rev. 2 activity
title: Produktion von Umweltschutzdienstleistungen als Hilfstätigkeit von Unternehmen, nach wirtschaftlichen Merkmalen und NACE Rev. 2 Tätigkeit
DOI: 10.2908/env_ac_pepssp1
title: Production of environmental protection services of corporations as specialist and secondary producers by economic characteristics
title: Production de services de protection de l'environnement par les sociétés en tant que producteurs spécialisés ou comme activité secondaire, par caractéristiques économiques
title: Produktion von Umweltschutzdienstleistungen in Kapitalgesellschaften als Haupt- und Nebentätigkeit von Unternehmen, nach wirtschaftlichen Merkmalen
DOI: 10.15468/dl.c8buzy
title: Occurrence Download

description: A dataset containing 17243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "TaxonKey is Mammalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17243 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017390-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xd9zhz
title: Occurrence Download

description: A dataset containing 508675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eleocharis geniculata (L.) Roem. & Schult., Leucothoe axillaris (Lam.) D.Don, Phoradendron leucarpum (Raf.) Reveal & M.C.Johnst., Solidago speciosa Nutt., Vitis labrusca L., Rubus cuneifolius Pursh, Prunus serotina Ehrh., Symphoricarpos orbiculatus Moench, Adlumia fungosa (Aiton) Greene ex Britton, Stern & Poggenb., Physalis lanceolata Michx., Trianthema portulacastrum L., Lycopodiella inundata (L.) Holub, Schizachyrium scoparium (Michx.) Nash, Drymaria cordata (L.) Willd. ex Schult., Ophioglossum petiolatum Hook., Symplocos tinctoria (L.) L'Hér., Dendrolycopodium obscurum (L.) A.Haines, Polygonatum biflorum (Walter) Elliott, Oxalis corniculata L., Menyanthes trifoliata L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 508675 records from 1148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169602-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2908/env_ac_pepsnsp
title: Produktion von Umweltschutzdienstleistungen als Hilfstätigkeit von Unternehmen, nach wirtschaftlichen Merkmalen und NACE Rev. 2 Tätigkeit (2006-2021)
title: Production of environmental protection services of corporations as ancillary producers by economic characteristics and NACE Rev. 2 activity (2006-2021)
title: Production auxiliaire de services de protection de l'environnement par les sociétés, par caractéristiques économiques et activité de la NACE Rév. 2 (2006-2021)
DOI: 10.2908/env_ac_pepssp
title: Produktion von Umweltschutzdienstleistungen in Kapitalgesellschaften als Haupt- und Nebentätigkeit von Unternehmen, nach wirtschaftlichen Merkmalen (2006-2021)
title: Production de services de protection de l'environnement par les sociétés en tant que producteurs spécialisés ou comme activité secondaire, par caractéristiques économiques (2006-2021)
title: Production of environmental protection services of corporations as specialist and secondary producers by economic characteristics (2006-2021)
DOI: 10.15468/dl.9b6k3p
title: Occurrence Download

description: A dataset containing 63412 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Geometry POLYGON((100 0,180 0,180 70,100 70,100 0))",
 "OccurrenceStatus is Present",
 "TaxonKey is Bivalvia",
 "Year 1899-2021"
 ]
}

 The dataset includes 63412 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204287-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suhffo
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Nannofossil abundance of Hole 67-499B"
 ]
}

 The dataset includes 211 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017391-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c644yh
title: Occurrence Download

description: A dataset containing 20242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomopsis Michx."
 ]
}

 The dataset includes 20242 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154917-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfbzdx
title: Occurrence Download

description: A dataset containing 17243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "TaxonKey is Mammalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17243 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017391-190415153152247/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.23057480
title: Flow cytometry data for: Mammalian cell display with automated oligo design and library assembly allows for rapid residue level conformational epitope mapping

description: Flow cytometry data for: Mammalian cell display with automated oligo design and library assembly allows for rapid residue level conformational epitope mapping
DOI: 10.6084/m9.figshare.23057480.v1
title: Flow cytometry data for: Mammalian cell display with automated oligo design and library assembly allows for rapid residue level conformational epitope mapping

description: Flow cytometry data for: Mammalian cell display with automated oligo design and library assembly allows for rapid residue level conformational epitope mapping
DOI: 10.15468/dl.rq2dc8
title: Occurrence Download

description: A dataset containing 4710 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrochoerus hydrochaeris (Linnaeus, 1766)"
 ]
}

 The dataset includes 4710 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179663-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc23ph4g
title: CCDC 1957065: Experimental Crystal Structure Determination

description: Related Article: Arnold L. Rheingold|2019|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.