cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29589665.v1
title: Source data for Determining kinetics of H2O2 evolution from photoelectrochemical water oxidation.xlsx

description: Photoelectrochemical water oxidation to generate H<sub>2</sub>O<sub>2</sub> is a clean and promising method. Its performance is strongly dependent on electrolyte species, in which the Faradaic efficiency is considerably promoted by HCO<sub>3</sub><sup>−</sup> anion. The kinetic mechanism is under debate, which is highly desired but challenging. Herein, we reveal the charge dynamics and reaction kinetics in the H<sub>2</sub>O<sub>2</sub> evolution from photoelectrochemical water oxidation by time-resolved spectroscopic techniques. The H<sub>2</sub>O<sub>2</sub> evolution reaction exhibits the same first-hole transfer dynamics as that in O<sub>2</sub> evolution reaction. The rate law analysis indicates that H<sub>2</sub>O<sub>2</sub> evolution reaction exhibits the first-order reaction kinetics, demonstrating that the rate-determining step in 2e<sup>−</sup> water oxidation reaction for H<sub>2</sub>O<sub>2</sub> evolution is the consumption of the first-hole intermediates. Importantly, the HCO<sub>3</sub><sup>−</sup> anion accelerates the consumption of the first-hole intermediates in 2e<sup>−</sup> water oxidation reaction by about 30 fold in rate constants or 60 fold in turnover frequency relative that in 4e<sup>−</sup> water oxidation reaction. This work sheds light on the control strategy for reaction selectivity by modulation of reaction kinetics in catalysis.
DOI: 10.15468/dl.45qj6t
title: Occurrence Download

description: A dataset containing 16091 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasioglossum fulvicorne"
 ]
}

 The dataset includes 16091 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000732-250717081556266/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.29590073
title: Dataset for Glass Reinforced aluminum (GLARE) Laminates subjected to three-Point Bending

description: This dataset contains data for GLARE laminates subjected to 3-point bending loads. The dataset includes experimental data and data obtained from a proposed semi-analytical modeling approach for central cracking failure of GLARE laminates. The dataset aims to support the development and validation of analytical or numerical models for damage and energy absorption in GLARE fiber-metal laminates. Researchers working on crashworthiness and impact may find this data particularly useful.The dataset was compiled from experimental testing conducted at TU Delft to characterize the bending response of various GLARE configurations. Each test corresponds to a unique combination of GLARE type, layer sequence, fiber orientation, and loading rate. The primary focus of the experimental campaign was to identify the effect of various parameters on failure mechanism and the energy absorption for various GLARE specimens.
DOI: 10.6084/m9.figshare.29590073.v1
title: Dataset for Glass Reinforced aluminum (GLARE) Laminates subjected to three-Point Bending

description: This dataset contains data for GLARE laminates subjected to 3-point bending loads. The dataset includes experimental data and data obtained from a proposed semi-analytical modeling approach for central cracking failure of GLARE laminates. The dataset aims to support the development and validation of analytical or numerical models for damage and energy absorption in GLARE fiber-metal laminates. Researchers working on crashworthiness and impact may find this data particularly useful.The dataset was compiled from experimental testing conducted at TU Delft to characterize the bending response of various GLARE configurations. Each test corresponds to a unique combination of GLARE type, layer sequence, fiber orientation, and loading rate. The primary focus of the experimental campaign was to identify the effect of various parameters on failure mechanism and the energy absorption for various GLARE specimens.
DOI: 10.5281/zenodo.15849817
title: HELIX01-13 | Sequencing Runs from Motif-based DNA Data Storage Systems
title: Sequencing Runs from Motif-based DNA Data Storage Systems

description:  Helixworks has developed a novel DNA data storage method that encodes digital information using composite motifs -short, predefined DNA sequences assembled in specific orders. Unlike base-by-base synthesis, this approach uses enzymatic ligation of DNA building blocks (called motifs), allowing for high-throughput, cost-efficient synthesis with built-in error tolerance.

Each oligo in the storage pool contains a structured arrangement of addressing barcodes, primers, and payload motifs, enabling robust multiplexing and retrieval. Information is read out via Oxford Nanopore sequencing and decoded by identifying the motifs present in each read. This architecture supports scalable, high-density molecular storage and can be integrated with automated workflows for synthesis and sequencing.

This dataset contains raw and processed outputs from a Helixworks composite motif-based DNA data storage experiment. Each archive includes:



Raw signal-level sequencing data (FAST5) – Generated via Oxford Nanopore sequencing (R10.4.1 / FLO-MIN114) of synthetic oligos assembled using Helixworks’ composite motif ligation protocol.

Design file (*_encoded.tsv) – Lists the intended motif sequence per oligo, including barcode and primer motifs, which define the structure and payload mapping.

Zero-error motif alignment file (*_master_db.txt) – Captures high-confidence motif alignments per read with no substitution, insertion, or deletion errors. Each row follows the format: [read_id] [filename] [barcode_id] [strand] [start] [end] [motif_id] [row_index] [column_index]




Used to validate motif calling accuracy and reconstruct encoded payloads from sequencing reads.
DOI: 10.5281/zenodo.15849818
title: HELIX01-13 | Sequencing Runs from Motif-based DNA Data Storage Systems
title: Sequencing Runs from Motif-based DNA Data Storage Systems

description:  Helixworks has developed a novel DNA data storage method that encodes digital information using composite motifs -short, predefined DNA sequences assembled in specific orders. Unlike base-by-base synthesis, this approach uses enzymatic ligation of DNA building blocks (called motifs), allowing for high-throughput, cost-efficient synthesis with built-in error tolerance.

Each oligo in the storage pool contains a structured arrangement of addressing barcodes, primers, and payload motifs, enabling robust multiplexing and retrieval. Information is read out via Oxford Nanopore sequencing and decoded by identifying the motifs present in each read. This architecture supports scalable, high-density molecular storage and can be integrated with automated workflows for synthesis and sequencing.

This dataset contains raw and processed outputs from a Helixworks composite motif-based DNA data storage experiment. Each archive includes:



Raw signal-level sequencing data (FAST5) – Generated via Oxford Nanopore sequencing (R10.4.1 / FLO-MIN114) of synthetic oligos assembled using Helixworks’ composite motif ligation protocol.

Design file (*_encoded.tsv) – Lists the intended motif sequence per oligo, including barcode and primer motifs, which define the structure and payload mapping.

Zero-error motif alignment file (*_master_db.txt) – Captures high-confidence motif alignments per read with no substitution, insertion, or deletion errors. Each row follows the format: [read_id] [filename] [barcode_id] [strand] [start] [end] [motif_id] [row_index] [column_index]




Used to validate motif calling accuracy and reconstruct encoded payloads from sequencing reads.
DOI: 10.15468/dl.sbywry
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalis corniculata",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000735-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5an42m
title: Occurrence Download

description: A dataset containing 43375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cronquistianthus volkensii, Agrostocrinum hirsutum, Sisyranthus barbatus, Brassaiopsis rufosetosa, Karpatiosorbus eximia, Henckelia lyrata, Cladium mariscus californicum, Stachys annua cilicica, Psammochloa villosa, Arctohyalopoa jurtzevii, Chamaerhodos erecta, Campomanesia xanthocarpa, Peniocereus striatus, Comparettia paraguaensis, Dalea obovatifolia uncifera, Caamembeca autranii, Stevia urticifolia boliviensis, Cryptochilus acuminatus, Dracaena caboverdeana, Drymaria engleriana, Nihon laevispermum, Microstegium glabratum, Chamaecrista katangensis nuda, Dracaena pinguicula, Leucospermum cuneiforme, Alepidocline trifida, Thesium longicaule, Drimia polyantha, Elatostematoides lonchophyllum, Selenicereus minutiflorus, Dendrobium humilicolle, Dasispermum humile, Trifolium pratense baeticum, Drimia aphylla, Dasispermum capense, Cissus paniculata, Latrobea genistoides, Breynia asymmetrica, Crataegus pseudoheterophylla turcomanica, Chaetogastra rhynchantherifolia, Festuca lachenalii, Miconia spicata, Aralia elata, Ranunculus carlittensis, Ranunculus daedalus, Ranunculus dialeptus, Festuca actae, Peteravenia schultzii, Drepananthus olivaceus, Heritiera utilis, Ranunculus tureholmiensis, Ranunculus decorifactus, Festuca pindica, Ichnanthus calvescens, Orbexilum melanocarpum, Tetrastigma triphyllum hirtum, Ranunculus crassifolius, Ranunculus euryanthes, Jeffreya palustris, Miconia sororopana, Espostoa blossfeldiorum, Drepananthus petiolatus, Fridericia podopogon, Acacia ancistrophylla lissophylla, Daucus carota drepanensis, Philibertia multiflora, Fritillaria affinis tristulis, Miconia bracteolata, Parapentas setigera, Chaerophyllum meyeri, Miconia atrata, Miconia virescens, Miconia diffusa, Chaetogastra oroensis, Festuca beckeri, Baccharis viscosissima, Xylophragma myrianthum, Ranunculus kittilensis, Festuca tatrae, Roebuckiella lathamensis, Atriplex phyllostegia, Riedelia decurva, Miconia sparsisetulosa, Miconia planifilamentosa, Fernandezia distichoides, Miconia paleaciramis, Sarcoglottis lobata, Miconia chaetocalyx, Ranunculus amoenoviridis, Ranunculus nipponicus, Sparaxis parviflora, Ichnanthus nemorosus, Onopordum illyricum cardunculus, Miconia leawarmingiana, Wurfbainia testacea, Ranunculus latisinuatus, Guatteria friesiana, Alchemilla transiens, Gomphandra parviflora, Miconia navicularis)",
 "Geometry POLYGON((-179.97229438 12.5928053297675, 179.99990562 12.5928053297675, 179.99990562 81.8519053297675, -179.97229438 81.8519053297675, -179.97229438 12.5928053297675))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 43375 records from 897 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000733-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7nv72
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria italica",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000734-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcp7n3
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalis corniculata",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 107 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000736-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cyue7
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria italica",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 65 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000737-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tud2vx
title: Occurrence Download

description: A dataset containing 1533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypericum revolutum",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 1533 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000738-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdyfsy
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba sphaeroides"
 ]
}

 The dataset includes 184 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000740-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4ys8g
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinochloa colonum",
 "Country is Congo",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000742-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t4nek
title: Occurrence Download

description: A dataset containing 586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "TaxonKey is Vincetoxicum stauntonii"
 ]
}

 The dataset includes 586 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000739-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvpskf
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iberis gibraltarica"
 ]
}

 The dataset includes 256 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000741-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wn9xt4
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinochloa colonum",
 "Country is Côte d’Ivoire",
 "HasCoordinate is true"
 ]
}

 The dataset includes 49 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000743-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8w3m3v
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinochloa colonum",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 57 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000744-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qma69n
title: Occurrence Download

description: A dataset containing 54974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aspleniaceae"
 ]
}

 The dataset includes 54974 records from 299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000727-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1392222.10fu
title: SH1392222.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1392224.10fu
title: SH1392224.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1392225.10fu
title: SH1392225.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1392226.10fu
title: SH1392226.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1392227.10fu
title: SH1392227.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1392228.10fu
title: SH1392228.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.