cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7t4c8x
title: Occurrence Download

description: A dataset containing 96957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Capra pyrenaica)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 96957 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082864-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1129457
title: Site Images from a Strip, Map and Sample Excavation at The Old Vicarage, Oakham Road, Tilton-on-the-Hill, Leicestershire, February 2022

description: This collection consists of site images taken during an archaeological strip, map and sample excavation at the Old Vicarage, Tilton-on-the-Hill, Oakham Road, Leicestershire, conducted by University of Leicester Archaeological Services (ULAS) in February 2022. The works were carried out during groundworks associated with the construction of a new detached dwelling with attached garage and associated access drive.
DOI: 10.15468/dl.383968
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((-102 -26,103 -26,103 28,-102 28,-102 -26))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aerobryidium levieri (Renauld & Cardot) S.H.Lin"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017708-250426092105405/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.28937384
title: Supplementary File of "Why Climate Commitments Fail: Modelling Egocentric Governance and Incentive Misalignment under the Paris Agreement"

description: This repository contains the complete set of supplementary materials for the manuscript <i>"Why Climate Commitments Fail: Modelling Egocentric Governance and Incentive Misalignment under the Paris Agreement"</i>, submitted to <i>Nature Climate Change</i>. The dataset includes simulation scripts, processed and raw outputs, strategic actor typology classifications, entropy-calibrated payoff matrices, dynamic trajectory clusters, and source-verified policy texts (NDCs and LT-LEDS from 73 countries). All materials were developed to analyse systemic incentives and typological governance behaviour under climate stress, enabling reproducible insight into short-termism, defection dynamics, and resilience thresholds.The archive includes:Cleaned semantic data from national climate commitmentsEntropy-weighted payoff structuresGame-theoretic simulation outputs in RTypology evolution visualisations and clustering logicFull methodological documentation and codebook referencesNo funding was received for this research. All files are released under a CC-BY 4.0 license for academic and non-commercial use.For detailed guidance on using the materials, refer to the included <code>README.txt</code>.
DOI: 10.5281/zenodo.14929713
title: Supplementary data for: "On the path to reference genomes for all biodiversity: lessons learned and laboratory protocols created in the Sanger Tree of Life core laboratory over the first 2000 genomes"

description: Data Description

Overview

Supplementary data for the manuscript contains three .csv files, which contain information on the DNA extractions, DNA fragmentations, and RNA extractions undertaken by the Tree of Life until 01/06/2024.

File Descriptions



dna_extractions_dataset.csv: Contains data on DNA extractions, including sample identifiers and metadata, extraction methods, yields, and extraction status.

dna_fragmentations_dataset.csv: Contains data on DNA fragmentations, including sample identifiers and metadata, links to the extractions, submission protocols used, and fragmentation statuses.

rna_extractions_dataset.csv: Contains data on RNA fragmentations, including sample identifiers and metadata, extraction methods and quality metrics.


Usage

This dataset supports reproducibility and transparency in the Tree of Life extraction and fragmentation protocols.
DOI: 10.5281/zenodo.15132437
title: Supplementary data for: "On the path to reference genomes for all biodiversity: lessons learned and laboratory protocols created in the Sanger Tree of Life core laboratory over the first 2000 genomes"

description: Data Description

Overview

Supplementary data for the manuscript contains three .csv files, which contain information on the DNA extractions, DNA fragmentations, and RNA extractions undertaken by the Tree of Life until 01/06/2024.

File Descriptions



dna_extractions_dataset.csv: Contains data on DNA extractions, including sample identifiers and metadata, extraction methods, yields, and extraction status.

dna_fragmentations_dataset.csv: Contains data on DNA fragmentations, including sample identifiers and metadata, links to the extractions, submission protocols used, and fragmentation statuses.

rna_extractions_dataset.csv: Contains data on RNA fragmentations, including sample identifiers and metadata, extraction methods and quality metrics.


Usage

This dataset supports reproducibility and transparency in the Tree of Life extraction and fragmentation protocols.
DOI: 10.5281/zenodo.15149100
title: Supplementary data for: "On the path to reference genomes for all biodiversity: lessons learned and laboratory protocols created in the Sanger Tree of Life core laboratory over the first 2000 genomes"

description: Data Description

Overview

This dataset accompanies the manuscript titled "On the path to reference genomes for all biodiversity: lessons learned and laboratory protocols created in the Sanger Tree of Life core laboratory over the first 2000 genomes". Supplementary data for the manuscript contains three .csv files, which contain information on the DNA extractions, DNA fragmentations, and RNA extractions undertaken by the Tree of Life until 01/06/2024.

Datasets Included:



dna_extractions_dataset.csv: Contains data on DNA extractions, including sample identifiers and metadata, extraction methods, yields, and extraction status.

dna_fragmentations_dataset.csv: Contains data on DNA fragmentations, including sample identifiers and metadata, links to the extractions, submission protocols used, and fragmentation statuses.

rna_extractions_dataset.csv: Contains data on RNA fragmentations, including sample identifiers and metadata, extraction methods and quality metrics.


For full column descriptions, refer to readme.md
DOI: 10.5281/zenodo.15190659
title: Supplementary data for: "On the path to reference genomes for all biodiversity: lessons learned and laboratory protocols created in the Sanger Tree of Life core laboratory over the first 2000 genomes"

description: Data Description

Overview

This dataset accompanies the manuscript titled "On the path to reference genomes for all biodiversity: lessons learned and laboratory protocols created in the Sanger Tree of Life core laboratory over the first 2000 genomes". Supplementary data for the manuscript contains three .csv files, which contain information on the DNA extractions, DNA fragmentations, and RNA extractions undertaken by the Tree of Life until 01/06/2024.

Datasets Included:



dna_extractions_dataset.csv: Contains data on DNA extractions, including sample identifiers and metadata, extraction methods, yields, and extraction status.

dna_fragmentations_dataset.csv: Contains data on DNA fragmentations, including sample identifiers and metadata, links to the extractions, submission protocols used, and fragmentation statuses.

rna_extractions_dataset.csv: Contains data on RNA fragmentations, including sample identifiers and metadata, extraction methods and quality metrics.


For full column descriptions, refer to readme.md
DOI: 10.15468/dl.sej2p5
title: Occurrence Download

description: A dataset containing 1837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Swiss National Fish Databank"
 ]
}

 The dataset includes 1837 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017709-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15293755
title: Dataset for SegAnyNeuron: A neural image segmentation network with strong generalization performance by modeling image intensity variation

description: Training dataset and test dataset. Related code can be found in https://github.com/FateUBW0227/Feature_generation_for_SegAnyNeuron and https://github.com/FateUBW0227/Training_code_for_SegAnyNeuron.
DOI: 10.5281/zenodo.15293756
title: Dataset for SegAnyNeuron: A neural image segmentation network with strong generalization performance by modeling image intensity variation

description: Training dataset and test dataset. Related code can be found in https://github.com/FateUBW0227/Feature_generation_for_SegAnyNeuron and https://github.com/FateUBW0227/Training_code_for_SegAnyNeuron.
DOI: 10.15468/dl.hbeb49
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Swiss National Mammal Databank: Larger Carnivores Monitoring Program (KORA)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017710-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4n7jn4
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Swiss National Reptile Databank"
 ]
}

 The dataset includes 153 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017711-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3u7fk
title: Occurrence Download

description: A dataset containing 3726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Swiss National Diplopoda Databank"
 ]
}

 The dataset includes 3726 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017712-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1129313
title: Site Images from an Archaeological Evaluation at Church Close, Braybrooke, Northamptonshire, September 2017

description: This collection consists of images from an archaeological evaluation at Church Close, Braybrooke, Northamptonshire, conducted by University of Leicester Archaeological Services in September 2015. The fieldwork was undertaken as part of a planning requirement in relation to proposals for the construction of a new residential development, and was carried out in order to assess the potential impact of the development on any archaeological remains that may be present.
DOI: 10.15468/dl.mmkzcm
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Piper pedicellatum C.DC."
 ]
}

 The dataset includes 124 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017713-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tra8e
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((-102 -26,103 -26,103 28,-102 28,-102 -26))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aerobryopsis subdivergens (Broth.) Broth."
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017714-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wgyn3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Swiss National Decapoda Databank"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017715-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-857830
title: The Effect of Patient Testimony Videos on Recruitment to a Clinical Trial, 2021-2024

description: This dataset originates from a Study Within A Trial (SWAT 203) embedded in the STOP (Successful Treatment Of Paranoia) trial. The primary motivation behind this research is the persistent challenge of recruiting participants into clinical trials—an area that continues to be a top priority for trial methodology research. Recognising that a significant number of potential participants are lost early in the recruitment process, this SWAT investigates whether brief, embedded video testimonies from former trial participants can positively influence recruitment outcomes.

The study’s core aim is to evaluate whether adding a short video of a patient testimony to the standard participant information sheet (PIS) enhances the intention of potential participants to enrol in the trial. A secondary aim is to determine if tailoring the content of these video testimonies to reflect the specific health condition under investigation—in this case, mental health—adds any additional benefit.

Participants were randomly assigned to one of three groups: (1) standard PIS only; (2) PIS with a general health-related testimony video; or (3) PIS with a testimony video tailored to mental health. Primary outcomes measure whether participants expressed an intention to join the trial, while secondary outcomes include consent rates, randomisation into the host trial, and dropout rates.

The rationale for using testimony videos stems from prior findings that group identity and altruistic motivation can encourage trial participation. While previous studies incorporating multimedia in recruitment materials showed limited effectiveness, this study uniquely explores tailored, condition-specific testimonies and their potential influence—especially in mental health contexts, where no such embedded studies had previously been conducted.

Key findings, if any, are to be determined through mixed-effects linear regression analysis of recruitment intent and comparative analysis of consent and dropout rates between groups. The dataset therefore holds valuable insights into the effectiveness of multimedia and emotionally resonant storytelling in the trial recruitment process, potentially informing future practices across diverse clinical research settings.
DOI: 10.15468/dl.ad8ryc
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Swiss National Cicadidae Databank"
 ]
}

 The dataset includes 327 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017716-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xaa7t5
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Swiss National Owlflies Databank"
 ]
}

 The dataset includes 316 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017717-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15349011
title: Molybdenum isotopic compositions of reef-building corals from the northern South China Sea

description: This dataset includes molybdenum isotopic measurements from the host tissue, symbiotic zooxanthellae, and skeletons of eight branching reef-building corals, as well as measurements from the skeletons of twenty-eight Porites corals (six living colonies and twenty-two fossil colonies). All the coral specimens were collected from the northern South China Sea. The NIST SRM 3134 standard was used as the bracketing standard and calculated against to yield Mo isotopic compositions (δ98MoNIST) of samples.
DOI: 10.5281/zenodo.15349012
title: Molybdenum isotopic compositions of reef-building corals from the northern South China Sea

description: This dataset includes molybdenum isotopic measurements from the host tissue, symbiotic zooxanthellae, and skeletons of eight branching reef-building corals, as well as measurements from the skeletons of twenty-eight Porites corals (six living colonies and twenty-two fossil colonies). All the coral specimens were collected from the northern South China Sea. The NIST SRM 3134 standard was used as the bracketing standard and calculated against to yield Mo isotopic compositions (δ98MoNIST) of samples.
DOI: 10.6084/m9.figshare.27923271
title: null

description: null
DOI: 10.15468/dl.7tzbgf
title: Occurrence Download

description: A dataset containing 474155635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 474155635 records from 15389 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017693-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75dj3h
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Egeria densa",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 233 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081782-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czncur
title: Occurrence Download

description: A dataset containing 1389546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anas sparsa, Anas sparsa sparsa, Sarkidiornis melanotos, Oxyura maccoa, Anas platyrhynchos, Anas undulata, Anas undulata undulata, Alopochen aegyptiaca, Plectropterus gambensis, Plectropterus gambensis niger, Netta erythrophthalma, Netta erythrophthalma brunnea, Nettapus auritus, Tadorna cana, Anas smithi, Anas capensis, Anas hottentota, Anas erythrorhyncha, Dendrocygna bicolor, Thalassornis leuconotus, Dendrocygna viduata, Burhinus vermiculatus, Charadrius pallidus, Charadrius pallidus pallidus, Charadrius hiaticula, Charadrius leschenaultii, Charadrius pecuarius, Charadrius dubius, Charadrius tricollaris, Charadrius marginatus, Charadrius marginatus marginatus, Charadrius marginatus arenaceus, Charadrius marginatus mechowi, Vanellus armatus, Vanellus crassirostris, Vanellus albiceps, Charadrius asiaticus, Pluvialis squatarola, Dromas ardeola, Glareola nordmanni, Glareola pratincola, Haematopus moquini, Actophilornis africanus, Microparra capensis, Larus cirrocephalus, Larus hartlaubii, Larus dominicanus, Larus fuscus, Rynchops flavirostris, Chlidonias niger, Sterna caspia, Chlidonias hybrida, Chlidonias leucopterus, Recurvirostra avosetta, Himantopus himantopus, Rostratula benghalensis, Calidris canutus, Calidris canutus canutus, Philomachus pugnax, Calidris alba, Actitis hypoleucos, Calidris ferruginea, Tringa ochropus, Tringa stagnatilis, Xenus cinereus, Tringa glareola, Gallinago nigripennis, Calidris minuta, Arenaria interpres, Arenaria interpres interpres, Numenius arquata, Numenius arquata orientalis, Limosa lapponica, Limosa limosa, Tringa nebularia, Numenius phaeopus, Anhinga rufa, Anhinga rufa rufa, Ixobrychus sturmii, Ixobrychus minutus, Bubulcus ibis, Egretta alba, Ardea alba melanorhynchos, Egretta garzetta, Egretta vinaceigula, Egretta intermedia, Egretta ardesiaca, Ardea melanocephala, Ardea goliath, Butorides striata, Ardea cinerea, Ardea purpurea, Ardea purpurea purpurea, Ardeola rufiventris, Ardeola ralloides, Nycticorax nycticorax, Nycticorax nycticorax nycticorax, Gorsachius leuconotus, Anastomus lamelligerus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 1389546 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081695-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xwq3k
title: Occurrence Download

description: A dataset containing 845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Egeria densa",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 845 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081784-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zx4cn
title: Occurrence Download

description: A dataset containing 41666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Glochidion J.R.Forst. & G.Forst."
 ]
}

 The dataset includes 41666 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001477-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.