cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id311537.1
title: StrainInfo SI-ID 311537.1

description: StrainInfo dataset 311537 about a strain of Lacticaseibacillus rhamnosus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311385.1
title: StrainInfo SI-ID 311385.1

description: StrainInfo dataset 311385 about a strain of Bacillus thuringiensis serovar thuringiensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.hzxwyz
title: Occurrence Download

description: A dataset containing 3676119 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Molothrus ater (Boddaert, 1783)"
 ]
}

 The dataset includes 3676119 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033590-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id311386.1
title: StrainInfo SI-ID 311386.1

description: StrainInfo dataset 311386 about a strain of Bacillus thuringiensis serovar thuringiensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311387.1
title: StrainInfo SI-ID 311387.1

description: StrainInfo dataset 311387 about a strain of Bacillus thuringiensis serovar thuringiensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311483.1
title: StrainInfo SI-ID 311483.1

description: StrainInfo dataset 311483 about a strain of Bacillus subtilis subsp. subtilis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311484.1
title: StrainInfo SI-ID 311484.1

description: StrainInfo dataset 311484 about a strain of Bacillus subtilis subsp. subtilis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311485.1
title: StrainInfo SI-ID 311485.1

description: StrainInfo dataset 311485 about a strain of Bacillus subtilis subsp. subtilis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311486.1
title: StrainInfo SI-ID 311486.1

description: StrainInfo dataset 311486 about a strain of Bacillus subtilis subsp. subtilis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311538.1
title: StrainInfo SI-ID 311538.1

description: StrainInfo dataset 311538 about a strain of Gluconacetobacter liquefaciens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311539.1
title: StrainInfo SI-ID 311539.1

description: StrainInfo dataset 311539 about a strain of Lacticaseibacillus rhamnosus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311540.1
title: StrainInfo SI-ID 311540.1

description: StrainInfo dataset 311540 about a strain of Acetobacter aceti. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311541.1
title: StrainInfo SI-ID 311541.1

description: StrainInfo dataset 311541 about a strain of Lacticaseibacillus casei. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311388.1
title: StrainInfo SI-ID 311388.1

description: StrainInfo dataset 311388 about a strain of Bacillus thuringiensis serovar thuringiensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311389.1
title: StrainInfo SI-ID 311389.1

description: StrainInfo dataset 311389 about a strain of Bacillus thuringiensis serovar galleriae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311390.1
title: StrainInfo SI-ID 311390.1

description: StrainInfo dataset 311390 about a strain of Bacillus thuringiensis serovar galleriae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311391.1
title: StrainInfo SI-ID 311391.1

description: StrainInfo dataset 311391 about a strain of Bacillus thuringiensis serovar galleriae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311487.1
title: StrainInfo SI-ID 311487.1

description: StrainInfo dataset 311487 about a strain of Bacillus amyloliquefaciens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.rcltrl
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Agave fourcroydes Lem.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 222 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004980-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id311488.1
title: StrainInfo SI-ID 311488.1

description: StrainInfo dataset 311488 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311489.1
title: StrainInfo SI-ID 311489.1

description: StrainInfo dataset 311489 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311490.1
title: StrainInfo SI-ID 311490.1

description: StrainInfo dataset 311490 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id311542.1
title: StrainInfo SI-ID 311542.1

description: StrainInfo dataset 311542 about a strain of Acetobacter pasteurianus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.5zytas
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Brahea armata S.Watson"
 ]
}

 The dataset includes 310 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156423-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.dk8ernel
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (72 records)
DOI: 10.15468/dl.pegmsd
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudotriton montanus diastictus Bishop, 1941)"
 ]
}

 The dataset includes 28 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005218-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3trpu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Ambystoma mavortium stebbinsi Lowe, 1954)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005219-250426092105405/datasets/export for details.
DOI: 10.5281/zenodo.15000431
title: ion-adsorption rare earth element deposit distribution map
DOI: 10.5281/zenodo.15000432
title: ion-adsorption rare earth element deposit distribution map
DOI: 10.5281/zenodo.15304487
title: ion-adsorption rare earth element deposit distribution map
DOI: 10.15468/dl.44tbqy
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Urspelerpes brucei Camp, Peterman, Milanovich, Lamb, Maerz & Wake, 2009)"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005220-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efz68m
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudotriton montanus flavissimus Hallowell, 1856)"
 ]
}

 The dataset includes 47 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005222-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kr6u3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Ambystoma mavortium stebbinsi Lowe, 1954)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005224-250426092105405/datasets/export for details.
DOI: 10.15468/dl.94rnuc
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fuchsia putumayensis Munz"
 ]
}

 The dataset includes 177 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005225-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsajaf
title: Occurrence Download

description: A dataset containing 73821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "CollectionCode is BOT",
 "Country is one of (Argentina, Bolivia (Plurinational State of), Brazil, Colombia, French Guiana, Guyana, Paraguay, Peru, Suriname, Uruguay, Venezuela (Bolivarian Republic of), Ecuador, Chile)"
 ]
}

 The dataset includes 73821 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005212-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6anyez
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Urspelerpes brucei Camp, Peterman, Milanovich, Lamb, Maerz & Wake, 2009)"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005227-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fbb3g
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudotriton montanus flavissimus Hallowell, 1856)"
 ]
}

 The dataset includes 47 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005228-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15304348
title: Wood knots defects dataset

description: This dataset contains high-resolution annotated images of wooden glulam beams, specifically focused on knots and surface defects. It includes two subsets of images captured at different distances (100 cm and 70 cm) to evaluate segmentation performance under varying scales. Each image is accompanied by a manually created ground truth segmentation mask. The dataset was used to fine-tune and evaluate deep learning models for semantic segmentation tasks, particularly for research on the domain adaptation and generalization capabilities of the Segment Anything Model (SAM) in real-world, non-synthetic wood inspection contexts. The dataset is intended to support further research in computer vision, quality control, and digital fabrication applications in the wood industry.
DOI: 10.5281/zenodo.15304349
title: Wood knots defects dataset

description: This dataset contains high-resolution annotated images of wooden glulam beams, specifically focused on knots and surface defects. It includes two subsets of images captured at different distances (100 cm and 70 cm) to evaluate segmentation performance under varying scales. Each image is accompanied by a manually created ground truth segmentation mask. The dataset was used to fine-tune and evaluate deep learning models for semantic segmentation tasks, particularly for research on the domain adaptation and generalization capabilities of the Segment Anything Model (SAM) in real-world, non-synthetic wood inspection contexts. The dataset is intended to support further research in computer vision, quality control, and digital fabrication applications in the wood industry.
DOI: 10.15468/dl.zgkxs3
title: Occurrence Download

description: A dataset containing 16319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterois volitans (Linnaeus, 1758)"
 ]
}

 The dataset includes 16319 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005229-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17882/72164
title: A broad-scale long-term dataset of Sabellaria alveolata distribution and abundance curated through the REEHAB (REEf HABitat) Project

description: Numerous reef-forming species have declined dramatically in the last century, many of which have been insufficiently documented due to anecdotal or hard-to-access information. One of them, the honeycomb worm Sabellaria alveolata (L.) is a tube-building polychaete that can form large reefs, providing important ecosystem services such as coastal protection and habitat provision. It ranges from Scotland to Morocco, yet little is known about its distribution outside of the United Kingdom, where it is protected and where there is a strong heritage of natural history and sustained observations. As a result, online marine biodiversity information systems currently contain haphazardly distributed records of S. alveolata.
One of the objectives of the REEHAB project (http://www.honeycombworms.org) was to combine historical records with contemporary data to document changes in the distribution and abundance of S. alveolata. Here we publish the result of the curation of 446 sources, gathered from literature, targeted surveys, local conservation reports, museum specimens, personal communications by authors and by their research teams, national biodiversity information systems (i.e. the UK National Biodiversity Network (NBN), https://nbn.org.uk/) and validated citizen science observations (i.e. https://www.inaturalist.org/). 80%[ar1]  of these records were not previously referenced in any online information system. Additionally, historic field notebooks from Edouard Fischer-Piette and Gustave Gilson were scanned for S. alveolata information and manually entered.
The original taxonomic identification of the 23296 S. alveolata records has been kept. Some identification errors may however be present, particularly in the English Channel and the North Sea where incorrectly identified observations of intertidal Sabellaria spinulosa were recorded. A further 229 observations are recorded as ‘Sabellaria spp.’ as the available information does not allow a species-level identification. Many sources reported abundances based on the semi-quantitative SACFOR scale while others simply noted its presence, and others still verified both its absence and presence. The result is a curated and comprehensive dataset spanning over two centuries on the past and present global distribution and abundance of S. alveolata.
Sabellaria alveolata records projected onto a 50km grid. When SACFOR scale abundance scores were given to occurrence records, the highest abundance value per grid cell was retained.
DOI: 10.17882/79817
title: Functional traits of benthic marine invertebrates associated with honeycomb worm reefs in Europe

description: Reef-building species are recognized as having an important ecological role and as generally enhancing the diversity of benthic organisms in marine habitats. However, although these ecosystem engineers have a facilitating role for some species, they may exclude or compete with others. The honeycomb worm Sabellaria alveolata (Linnaeus, 1767) is an important foundation species, commonly found from northwest Ireland to northern Mauritania (Curd et al., 2020), whose reef structures increase the physical complexity of the marine benthos, supporting high levels of biodiversity. Local patterns and regional differences in taxonomic and functional diversity were examined in honeycomb worm reefs from ten sites along the northeastern Atlantic to explore variation in diversity across biogeographic regions and the potential effects of environmental drivers. To characterize the functional diversity at each site, a biological trait analysis (BTA) was conducted (Statzner et al., 1994). Here we present the functional trait database used for the benthic macrofauna found to live in association with honeycomb worm reefs. Eight biological traits (divided into 32 modalities) were selected (Table 1), providing information linked to the ecological functions performed by the associated macrofauna. The selected traits provide information on: (i) resource use and availability (by the trophic group of species, e.g. Thrush et al. 2006); (ii) secondary production and the amount of energy and organic matter (OM) produced based on the life cycle of the organisms (including longevity, maximum size and mode of reproduction, e.g. (Cusson and Bourget, 2005; Thrush et al., 2006) and; (iii) the behavior of the species in general [i.e. how these species occupy the environment and contribute to biogeochemical fluxes through habitat, movement, and bioturbation activity at different bathymetric levels, e.g. (Solan et al., 2004; Thrush et al., 2006; Queirós et al., 2013). Species were scored for each trait modality based on their affinity using a fuzzy coding approach (Chevenet et al., 1994), where multiple modalities can be attributed to a species if appropriate, and allowed for the incorporation of intraspecific variability in trait expression. The information concerning polychaetes was derived primarily from Fauchald et al (1979) and Jumars et al (2015). Information on other taxonomic groups was obtained either from databases of biological traits (www.marlin.ac.uk/biotic) or publications (Naylor, 1972; King, 1974; Caine, 1977; Lincoln, 1979; Holdich and Jones, 1983; Smaldon et al., 1993; Ingle, 1996; San Martín, 2003; Southward, 2008; Gil, 2011; Leblanc et al., 2011; Rumbold et al., 2012; San Martín and Worsfold, 2015; Jones et al., 2018). Map indicating the locations of the 10 study sites in the UK, France and Portugal within the four biogeographic provinces defined by Dinter (2001). (All sites were sampled in 8 different stations, except for UK4 where 5 stations were sampled).
DOI: 10.17029/1563626f-3e44-4ae3-8222-d1a73b1ac18a
title: Dataset for Klimantaki & Lopez

description: One datafile containing all the data informing the data analysis in the manuscript. The data are embargoed until further notice.
DOI: 10.5281/zenodo.15304511
title: Yahoo Finance Dataset

description: A collective dataset derived from Yahoo Finance for:



Stock prices

Raw material prices

Volatility indices


For multiple historical scenarios.
DOI: 10.5281/zenodo.15304512
title: Yahoo Finance Dataset

description: A collective dataset derived from Yahoo Finance for:



Stock prices

Raw material prices

Volatility indices


For multiple historical scenarios.
DOI: 10.15468/dl.8x67ub
title: Occurrence Download

description: A dataset containing 329671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pilosella aurantiaca subsp. auropurpurea (Peter) Soják, Pilosella officinarum Vaill., Pilosella officinarum subsp. officinarum, Pilosella officinarum Vaill., Pilosella pseudotrichodes (Zahn) Soják)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 329671 records from 1240 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005213-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.