cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1386730.10fu
title: SH1386730.10FU

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/sh1386732.10fu
title: SH1386732.10FU

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/sh1386737.10fu
title: SH1386737.10FU

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/sh1386740.10fu
title: SH1386740.10FU

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/sh1386743.10fu
title: SH1386743.10FU

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: 10.15468/dl.5ndq3k
title: Occurrence Download

description: A dataset containing 7275 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ligumia recta"
 ]
}

 The dataset includes 7275 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032616-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yscd2a
title: Occurrence Download

description: A dataset containing 9029 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paguma larvata"
 ]
}

 The dataset includes 9029 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032617-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghhzta
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraechinus nudiventris"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032618-260208012135463/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.30070147
title: A systematic review <i>of countries producing the most scientific literature on digital technologies in agriculture</i>

description: This is the data repository for the article <i>A stocktake of countries producing the most scientific literature on digital technologies in agriculture</i>. The study reviews peer-reviewed literature to document the use of digital technologies in agriculture across six world regions: Africa, Asia, Europe, North America and the Caribbean, Oceania and surrounding islands, and South America. Drawing on 1,259 relevant articles, the review provides a comprehensive overview and highlights emerging trends.
DOI: 10.6084/m9.figshare.30070147.v3
title: A s<i>tocktake of countries producing the most scientific literature on digital technologies in agriculture</i>

description: This is the data repository for the article <i>A stocktake of countries producing the most scientific literature on digital technologies in agriculture</i>. The study reviews peer-reviewed literature to document the use of digital technologies in agriculture across six world regions: Africa, Asia, Europe, North America and the Caribbean, Oceania and surrounding islands, and South America. Drawing on 1,259 relevant articles, the review provides a comprehensive overview and highlights emerging trends.
DOI: 10.6084/m9.figshare.30070147.v4
title: A systematic review <i>of countries producing the most scientific literature on digital technologies in agriculture</i>

description: This is the data repository for the article <i>A stocktake of countries producing the most scientific literature on digital technologies in agriculture</i>. The study reviews peer-reviewed literature to document the use of digital technologies in agriculture across six world regions: Africa, Asia, Europe, North America and the Caribbean, Oceania and surrounding islands, and South America. Drawing on 1,259 relevant articles, the review provides a comprehensive overview and highlights emerging trends.
DOI: 10.15468/dl.ev94sx
title: Occurrence Download

description: A dataset containing 19677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Percopsis omiscomaycus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 19677 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032619-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s57sh2
title: Occurrence Download

description: A dataset containing 4974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tricorythodes",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 4974 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032620-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18157248
title: A Universal Perturbation Boundary at χ = 0.15 in Collisionless Plasmas:  Empirical Evidence from Millions of Observations

description: We report a universal cap on normalized plasma perturbations, χ ≡ max(|δB/B|, |δn/n|, |δV/V|) = 0.15, validated across 1.48 million observations from Earth's solar wind (DSCOVR, 2016–2026), ground magnetospheres (USGS, 2025), and Mars' induced field (MAVEN, 2019–2025). Zero violations observed over 10,000× field range (5 nT to 50 kN). Transient shocks (CMEs, CIRs) exceed χ = 0.15 as expected for unbounded MHD structures; quasi-steady boundary regions respect the cap. The bound corresponds to maximum interfacial steepness in collisionless shock theory and aligns numerically with (m_e/m_p)^(1/4) ≈ 0.153 (1.3% error). A real-time validation portal (LUFT) deployed at GitHub confirms ongoing adherence through January 2026. Predictions:  χ ≤ 0.15 in Parker Solar Probe data at 0.046 AU, outer-planet magnetospheres, and lab plasmas. 

Full data, code, and validation portal at OSF:    



 

  Carl dean Cline Sr Cline (0009-0005-9757-7176) - My ORCID
DOI: 10.5281/zenodo.15098509
title: Database of Fisheries Governance Documents for Gender Equity Analysis

description: This database compiles national-level fisheries governance documents from 20 coastal countries across Africa, the Caribbean, Oceania, Southeast Asia, and Southern Asia. Each entry includes key metadata (e.g., publication year, amendments, repeal status, and language), with hyperlinks to the original text when available. Documents were sourced from official databases (FAOLEX, ECOLEX, SSF-LEX) as well as through direct communication with organizations and individuals.

The database was developed to support a systematic analysis of national fisheries governance documents to assess how gender equity and women’s empowerment is considered in the sector. This effort aims to inform gender-responsive policy planning by identifying successful examples of gender integration and understanding how these can be adapted to diverse policy contexts. Documents were selected based on their specificity to fisheries, with attention to management, production, access, and regulation across the value chain. This resource is intended to support researchers, policymakers, and practitioners interested in fisheries governance, gender mainstreaming, legal reform, or comparative analysis across diverse contexts.

This database was co-developed with reseachers and practitioners knowledgeable of fisheries governance in each focal country. These contributors are credited as data curators.

This project was supported by the Ocean Risk and Resilience Action Alliance (ORRAA) and funded by the UK through the Department for Environment, Food, and Rural Affairs.
DOI: 10.5281/zenodo.15098510
title: Database of Fisheries Governance Documents for Gender Equity Analysis

description: This database compiles national-level fisheries governance documents from 20 coastal countries across Africa, the Caribbean, Oceania, Southeast Asia, and Southern Asia. Each entry includes key metadata (e.g., publication year, amendments, repeal status, and language), with hyperlinks to the original text when available. Documents were sourced from official databases (FAOLEX, ECOLEX, SSF-LEX) as well as through direct communication with organizations and individuals.

The database was developed to support a systematic analysis of national fisheries governance documents to assess how gender equity and women’s empowerment is considered in the sector. This effort aims to inform gender-responsive policy planning by identifying successful examples of gender integration and understanding how these can be adapted to diverse policy contexts. Documents were selected based on their specificity to fisheries, with attention to management, production, access, and regulation across the value chain. This resource is intended to support researchers, policymakers, and practitioners interested in fisheries governance, gender mainstreaming, legal reform, or comparative analysis across diverse contexts.

This database was co-developed with reseachers and practitioners knowledgeable of fisheries governance in each focal country. These contributors are credited as data curators.

This project was supported by the Ocean Risk and Resilience Action Alliance (ORRAA) and funded by the UK through the Department for Environment, Food, and Rural Affairs.
DOI: 10.57906/ca6r-p910
title: Scottish Longitudinal Education Outcomes University extract in the UK
DOI: 10.5281/zenodo.18715357
title: IJTIMOIY PERSEPSIYANI RIVOJLANTIRISHDA TRENING METODLARINING O'RNI

description: Mazkur maqolada ijtimoiy persepsiyani rivojlantirishda trening metodlarining psixologik imkoniyatlari va samaradorligi tahlil etilgan. Tadqiqotning maqsadi — shaxslararo muloqot jarayonida ijtimoiy idrokning shakllanishi hamda uni rivojlantirishda psixologik treninglarning o‘rnini ilmiy jihatdan asoslashdan iborat. Tadqiqot jarayonida nazariy tahlil, kuzatish, suhbat hamda guruhiy trening metodlaridan foydalanildi. Olingan natijalar trening mashg‘ulotlari ijtimoiy persepsiyaning asosiy komponentlari — boshqalarni to‘g‘ri idrok etish, empatik tushunish va shaxslararo munosabatlarni baholash qobiliyatlarini rivojlantirishda samarali vosita ekanligini ko‘rsatdi. Tadqiqot xulosalari amaliy psixologiya, ta’lim muassasalari va ijtimoiy soha mutaxassislari faoliyatida qo‘llash uchun tavsiya etiladi.
DOI: 10.5281/zenodo.18715358
title: IJTIMOIY PERSEPSIYANI RIVOJLANTIRISHDA TRENING METODLARINING O'RNI

description: Mazkur maqolada ijtimoiy persepsiyani rivojlantirishda trening metodlarining psixologik imkoniyatlari va samaradorligi tahlil etilgan. Tadqiqotning maqsadi — shaxslararo muloqot jarayonida ijtimoiy idrokning shakllanishi hamda uni rivojlantirishda psixologik treninglarning o‘rnini ilmiy jihatdan asoslashdan iborat. Tadqiqot jarayonida nazariy tahlil, kuzatish, suhbat hamda guruhiy trening metodlaridan foydalanildi. Olingan natijalar trening mashg‘ulotlari ijtimoiy persepsiyaning asosiy komponentlari — boshqalarni to‘g‘ri idrok etish, empatik tushunish va shaxslararo munosabatlarni baholash qobiliyatlarini rivojlantirishda samarali vosita ekanligini ko‘rsatdi. Tadqiqot xulosalari amaliy psixologiya, ta’lim muassasalari va ijtimoiy soha mutaxassislari faoliyatida qo‘llash uchun tavsiya etiladi.
DOI: 10.5281/zenodo.18433714
title: Data from: Predicting Pulmonary Artery Pressure using a 1D-Digital Twin Framework in Heart Failure

description: This repository contains the data needed to simulate a level 1 geometry from the paper, "Predicting Pulmonary Artery Pressure using a 1D-Digital Twin Framework in Heart Failure" The patient geometry is in the file named "patient_geometry.stl". The patient's implantable hemodynamic monitor (IHM) pressure reading is in the file "patient_parameters.pdf". Full simulation data for all timesteps can be found in the file "simulation_data.csv." An input file for our 1D fluid solver, is labeled as "example_input.txt."
DOI: 10.5281/zenodo.18433715
title: Data from: Predicting Pulmonary Artery Pressure using a 1D-Digital Twin Framework in Heart Failure

description: This repository contains the data needed to simulate a level 1 geometry from the paper, "Predicting Pulmonary Artery Pressure using a 1D-Digital Twin Framework in Heart Failure" The patient geometry is in the file named "patient_geometry.stl". The patient's implantable hemodynamic monitor (IHM) pressure reading is in the file "patient_parameters.pdf". Full simulation data for all timesteps can be found in the file "simulation_data.csv." An input file for our 1D fluid solver, is labeled as "example_input.txt."
DOI: 10.15468/dl.cj883f
title: Occurrence Download

description: A dataset containing 3476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ictiobus cyprinellus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 3476 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032622-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc869u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tricorythodes yapekuna",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032623-260208012135463/datasets/export for details.
DOI: 10.5281/zenodo.18715400
title: Mechanical Performance and Surface Patterning Characterisation of Pure Living Mycelium Membranes
DOI: 10.5281/zenodo.18715399
title: Mechanical Performance and Surface Patterning Characterisation of Pure Living Mycelium Membranes
DOI: 10.5281/zenodo.18715333
title: Extracting work from hidden degrees of freedom

description: This repository contains the complete experimental datasets and MATLAB codes used to generate all figures and source data for the associated manuscript on information-to-energy conversion in a double-well potential system.

The dataset includes raw trajectory data for the main figures (Figures 1–4) and supplementary figures, along with the corresponding analysis scripts. The MATLAB codes reproduce all plots, perform statistical analysis, reconstruct potentials, and extract work and recoil dynamics using the provided class files.

All scripts are organized to load data from structured folders and automatically generate figures (PNG) and source data files (TXT).

The repository is fully self-contained and enables full reproducibility of the results presented in the manuscript.
DOI: 10.5281/zenodo.18715334
title: Extracting work from hidden degrees of freedom

description: This repository contains the complete experimental datasets and MATLAB codes used to generate all figures and source data for the associated manuscript on information-to-energy conversion in a double-well potential system.

The dataset includes raw trajectory data for the main figures (Figures 1–4) and supplementary figures, along with the corresponding analysis scripts. The MATLAB codes reproduce all plots, perform statistical analysis, reconstruct potentials, and extract work and recoil dynamics using the provided class files.

All scripts are organized to load data from structured folders and automatically generate figures (PNG) and source data files (TXT).

The repository is fully self-contained and enables full reproducibility of the results presented in the manuscript.
DOI: 10.7488/ds/8079
title: EPSRC CableDyn Project (Subsea Power Cable Dynamics Under Complex Ocean Environment (EP/W015102/1)) - FloWave Experiments Data

description: This dataset was obtained from experiments conducted at the University of Edinburgh’s FloWave Ocean Energy Research Facility on a scaled model of a lazy wave power cable. The experiments were performed in FloWave’s 25 m diameter, 2 m deep circular wave tank, which is capable of generating controlled current conditions. During testing, the cable was subjected to uniform inline currents ranging from 0.1 to 0.9 m/s, aligned with the cable orientation. Displacement responses in the X, Y, and Z directions were measured at 37 locations along the cable length and are provided in the accompanying data files. Further details of the experimental setup, methodology, and analysis are available in: R. Moideen, V. Venugopal, J.R. Chaplin, and A.G.L. Borthwick (2025). Flow-induced vibration of an underwater lazy wave cable in unidirectional current. Journal of Fluids and Structures, Volume 137, September 2025, 104385. https://doi.org/10.1016/j.jfluidstructs.2025.104385 For further information, please contact Venki Venugopal (V.Venugopal@ed.ac.uk).
DOI: 10.15468/dl.69hwgd
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Etheostoma virgatum",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 298 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032624-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqxca6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tricorythopsis acara",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032626-260208012135463/datasets/export for details.