cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wud5cy
title: Occurrence Download

description: A dataset containing 14245 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinella margaritifera (Laurenti, 1768)"
 ]
}

 The dataset includes 14245 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007153-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtbjbs
title: Occurrence Download

description: A dataset containing 3650 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Senecio scandens Buch.-Ham. ex D.Don)"
 ]
}

 The dataset includes 3650 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007154-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gwj2m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Procellaria tenuirostris Temminck, 1836",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007155-241126133413365/datasets/export for details.
DOI: 10.6084/m9.figshare.27260877
title: Database search terms (example from OVID Medline)

description: We are posting the final terms search terms, informed by librarian, for search conducted in early October 2024. The search relates to our scoping review applying the ICF to social communication interventions. This was uploaded to figshare before any full-text screening was completed.<br>
DOI: 10.6084/m9.figshare.27260877.v1
title: Database search terms (example from OVID Medline)

description: We are posting the final terms search terms, informed by librarian, for search conducted in early October 2024. The search relates to our scoping review applying the ICF to social communication interventions. This was uploaded to figshare before any full-text screening was completed.<br>
DOI: 10.6084/m9.figshare.27930894.v1
title: Microalgae species with accession

description: Microalgae species with accession
DOI: 10.15468/dl.b3c36u
title: Occurrence Download

description: A dataset containing 1266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ardenna tenuirostris (Temminck, 1836)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1266 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007157-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1124562
title: Images, Reports and Site Records from an Excavation North of Church Lane, Barham, Suffolk, September-October 2022

description: This collection comprises of site photographs, reports and site records from an excavation carried out by Pre-Construct Archaeology on land located north of Church Lane, Barham, Suffolk during September and October 2022.
DOI: 10.15468/dl.8y6ywr
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Istiophorus platypterus (Shaw, 1792)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007159-241126133413365/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.27930906.v1
title: BUSCO output

description: BUSCO output of 141 genomes
DOI: 10.15468/dl.7cx9fs
title: Occurrence Download

description: A dataset containing 69513 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinella marina (Linnaeus, 1758)"
 ]
}

 The dataset includes 69513 records from 446 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007158-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eg9y8v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphias platypterus Shaw, 1792",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007161-241126133413365/datasets/export for details.
DOI: 10.15468/dl.g5tvhb
title: Occurrence Download

description: A dataset containing 5767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptinotarsa decemlineata (Say, 1824)",
 "Country is Germany",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 5767 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007162-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj89w6
title: Occurrence Download

description: A dataset containing 344 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Canada",
 "Country is Canada"
 ]
 },
 "TaxonKey is one of (Hypericum virginicum L.)"
 ]
}

 The dataset includes 344 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007163-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzwp2p
title: Occurrence Download

description: A dataset containing 37479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zea L."
 ]
}

 The dataset includes 37479 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007160-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14246144
title: nanoCT data for the samples published in the article doi 10.1002/jemt.24746

description: nanoCT data for the samples published in the article "Dealing with Missing Angular Sections in NanoCT Reconstructions of Low Contrast Polymeric Samples Employing a Mechanical In Situ Loading Stage" -  Rafaela Debastiani, Chantal Miriam Kurpiers, Enrico Domenico Lemma, Ben Breitung, Martin Bastmeyer, Ruth Schwaiger, Peter Gumbsch

https://doi.org/10.1002/jemt.24746

Samples:Sample A_180°_phaseSample A_140°_pos0°_phaseSample A_140°_pos0°_absorptionSample A_140°_pos45°_phaseSample A_140°_pos45°_absorptionSample A_140°_pos90°_phaseSample A_140°_pos90°_absorption

Sample B_140°_pos0°_phaseSample B_140°_pos90°_absorptionSample B_140°_pos90°_phaseSample B_coated_140°_absorptionSample B_coated_140°_phase

 

Phase = Zernike phase contrast

Absorption = absorption contrast
DOI: 10.5281/zenodo.14246145
title: nanoCT data for the samples published in the article doi 10.1002/jemt.24746

description: nanoCT data for the samples published in the article "Dealing with Missing Angular Sections in NanoCT Reconstructions of Low Contrast Polymeric Samples Employing a Mechanical In Situ Loading Stage" -  Rafaela Debastiani, Chantal Miriam Kurpiers, Enrico Domenico Lemma, Ben Breitung, Martin Bastmeyer, Ruth Schwaiger, Peter Gumbsch

https://doi.org/10.1002/jemt.24746

Samples:Sample A_180°_phaseSample A_140°_pos0°_phaseSample A_140°_pos0°_absorptionSample A_140°_pos45°_phaseSample A_140°_pos45°_absorptionSample A_140°_pos90°_phaseSample A_140°_pos90°_absorption

Sample B_140°_pos0°_phaseSample B_140°_pos90°_absorptionSample B_140°_pos90°_phaseSample B_coated_140°_absorptionSample B_coated_140°_phase

 

Phase = Zernike phase contrast

Absorption = absorption contrast
DOI: 10.15468/dl.73rn3e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Istiophorus albicans (Latreille, 1804)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007165-241126133413365/datasets/export for details.
DOI: 10.15468/dl.n7uzmx
title: Occurrence Download

description: A dataset containing 528505 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Senecio vulgaris L.)"
 ]
}

 The dataset includes 528505 records from 2882 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007156-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/d7q-d2b-2e1
title: Epilobium hornemannii Rchb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0010427.10fu
title: SH0010427.10FU

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: 10.3535/3y2-d9k-2vh
title: Hypericum maculatum Crantz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ynq-d28-ysw
title: Myriophyllum alterniflorum DC.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0010428.10fu
title: SH0010428.10FU

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/sh0010429.10fu
title: SH0010429.10FU

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: 10.3535/c6e-gkk-fdr
title: Hypericum maculatum Crantz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/p0k-wz9-2j7
title: Tilia cordata Mill.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0010430.10fu
title: SH0010430.10FU

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: 10.3535/apt-9g1-lnp
title: Tilia cordata Mill.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y3a-86f-4pb
title: Myriophyllum alterniflorum DC.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a1w-0rq-d6f
title: Myriophyllum alterniflorum DC.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k1f-kxq-49t
title: Epilobium palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0010431.10fu
title: SH0010431.10FU

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/sh0010432.10fu
title: SH0010432.10FU

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: 10.3535/04e-16e-9pq
title: Epilobium palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fzn-mgt-6p6
title: Epilobium palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/9nx2xjcxk5
title: Monte carlo dataset for techno-economic assessment of sustainable aviation fuel production via methanol-to-jet

description: This dataset contains large-scale Monte Carlo simulation results for a techno-economic assessment (TEA) of a methanol-to-jet (MtJ) fuel production pathway.
A total of approximately 3 million simulation runs were generated by systematically varying key economic, technical, and operational input parameters within literature-based and industry-relevant bounds. The underlying TEA model is implemented as a steady-state process and cost model, evaluated through an Excel-based framework coupled to Python. For each Monte Carlo sample, the model computes the net production cost (NPC) of sustainable aviation fuel per mass (kg).

The dataset is designed to support:
-Uncertainty and sensitivity analysis of MtJ techno-economic performance
-Development and benchmarking of machine learning surrogate models
-Explainable AI (XAI) studies for identifying dominant cost drivers
-Reproducible comparison of TEA assumptions across studies

To facilitate reuse, the dataset is accompanied by detailed variable descriptions, parameter bounds, and the Python scripts used for data generation. Reduced-size sample files are provided for rapid testing and machine learning prototyping.
DOI: 10.3535/7d1-b8w-glt
title: Epilobium palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mg5-gn2-gmv
title: Epilobium palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0010433.10fu
title: SH0010433.10FU

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: 10.3535/h2d-5ek-9tk
title: Tilia cordata Mill.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yla-gbq-2c5
title: Hypericum maculatum Crantz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0010434.10fu
title: SH0010434.10FU

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: 10.17632/9nx2xjcxk5.1
title: Monte carlo dataset for techno-economic assessment of sustainable aviation fuel production via methanol-to-jet

description: This dataset contains large-scale Monte Carlo simulation results for a techno-economic assessment (TEA) of a methanol-to-jet (MtJ) fuel production pathway.
A total of approximately 3 million simulation runs were generated by systematically varying key economic, technical, and operational input parameters within literature-based and industry-relevant bounds. The underlying TEA model is implemented as a steady-state process and cost model, evaluated through an Excel-based framework coupled to Python. For each Monte Carlo sample, the model computes the net production cost (NPC) of sustainable aviation fuel per mass (kg).

The dataset is designed to support:
-Uncertainty and sensitivity analysis of MtJ techno-economic performance
-Development and benchmarking of machine learning surrogate models
-Explainable AI (XAI) studies for identifying dominant cost drivers
-Reproducible comparison of TEA assumptions across studies

To facilitate reuse, the dataset is accompanied by detailed variable descriptions, parameter bounds, and the Python scripts used for data generation. Reduced-size sample files are provided for rapid testing and machine learning prototyping.
DOI: 10.3535/b1q-bgj-3dp
title: Myriophyllum alterniflorum DC.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yk2-sp4-920
title: Epilobium palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.