cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1106390.10fu
title: SH1106390.10FU

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/sh1106391.10fu
title: SH1106391.10FU

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/sh1106392.10fu
title: SH1106392.10FU

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/sh1106393.10fu
title: SH1106393.10FU

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/sh1106394.10fu
title: SH1106394.10FU

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/tz39fk3dcg.1
title: Karfali-VAR Model Data (1999-2034)

description: This dataset provides economic indicators for the period 1999-2034, including historical data (1999-2025) and forecasts (2026-2034) generated using the Karfali-VAR Model.

Research Reference:

Title: Extended Research: Karfali-VAR-Model Forecasts and Sensitivity Tests 2026-2034
Author: Jaouad Karfali
https://papers.ssrn.com/abstract=5180553
Data Sources
BEA: U.S. Bureau of Economic Analysis (GDP Growth)
EIA: U.S. Energy Information Administration (Oil Prices)
FRED: Federal Reserve Economic Data (S&P 500, Unemployment, Inflation, Interest Rates)
Variables
Year: Year of observation (1999-2034).
Numeric_Cycle: Economic cycle stage (1-9).
GDP_Growth (%): Annual GDP growth rate.
Oil_Price ($/barrel): Crude oil price per barrel.
S&P_500 (Year-End): S&P 500 closing value at the end of the year.
Unemployment (%): Annual unemployment rate.
Inflation (%): Annual inflation rate.
Interest_Rate (%): Central bank interest rate.
Usage
This dataset can be used for:

Economic forecasting and analysis.
Time series modeling and testing.
Policy analysis and scenario simulations.
License:
This dataset is open for research and academic use. Please cite the original SSRN research when using this data.
DOI: 10.15468/dl.33ypnb
title: Occurrence Download

description: A dataset containing 994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, France)",
 "DatasetKey is one of (INPN - Données flore des CBN agrégées par la FCBN, Sistema de Información de la vegetación Ibérica y Macaronésica, CSIC-Real Jardín Botánico-Anthos. Sistema de Información de las Plantas de España, 6 - Inventaire général de la flore vasculaire et de la fonge sur le TAG du CBNMed-Données flores issues de la base de données de Jean-Marc Lewin, Dépouillements bibliographiques du CBNPMP-Dépouillements bibliographiques réalisées par le CBNPMP, 6 - Inventaire général de la flore vasculaire et de la fonge sur le TAG du CBNMed-Divers jeux de données floristiques produits par le CBNMED sur son territoire d'agrément)",
 "Geometry POLYGON((-2.48018 41.33301,4.14894 41.33301,4.14894 43.98353,-2.48018 43.98353,-2.48018 41.33301))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Soldanella alpina L."
 ]
}

 The dataset includes 994 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013115-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/w3hhbtv4nd.1
title: GPR shocks, dynamic interconnectedness & commodities Markets

description: Data related to geopolitical risk shocks from USA, Russia, and Global; Ukraine–Russia war; COVID-19; commodity; crude oil; natural gas; gold
DOI: 10.18128/d120.v1
title: IPUMS International Historical Geographic Information System

description: The International Historical Geographic Information System (IHGIS) provides data tables from statistical publications of population and housing censuses and agricultural censuses from around the world. Topics covered vary by census. Population and housing censuses typically cover topics such as demographic characteristics, household structure, education, economic activity, migration, and physical characteristics of dwellings. Agricultural censuses typically cover topics such as type and size of farms, area and yield of various crops, number and type of livestock and other animals, access to resources and services, planting and irrigation practices, and farm employees.<br>Version 1: The first archived version of IPUMS IHGIS covers twenty-nine countries and includes data tables from twenty-two population censuses and eleven agricultural censuses, along with GIS-compatible boundary files that can be used to map the data.
DOI: 10.17632/bby9xfyy79
title: Anxiety and Depression among Vietnam's Transgender Individuals

description: This is a dataset on anxiety and depression among the transgender community in Vietnam. The study employed a convenience sampling method to recruit participants. A total of 372 survey responses were collected, of which 347 were valid, representing transgender and gender-diverse individuals residing in Vietnam (47% were assigned male at birth; ages 16-44, M = 23.87, SD = 4.97). The dataset includes 12 variables, consisting of demographic variables and independent variables such as experiences of daily discrimination, internalized stigma, and transgender resilience. The dependent variables include depression and anxiety.
DOI: 10.17632/bby9xfyy79.1
title: Anxiety and Depression among Vietnam's Transgender Individuals

description: This is a dataset on anxiety and depression among the transgender community in Vietnam. The study employed a convenience sampling method to recruit participants. A total of 372 survey responses were collected, of which 347 were valid, representing transgender and gender-diverse individuals residing in Vietnam (47% were assigned male at birth; ages 16-44, M = 23.87, SD = 4.97). The dataset includes 12 variables, consisting of demographic variables and independent variables such as experiences of daily discrimination, internalized stigma, and transgender resilience. The dependent variables include depression and anxiety.
DOI: 10.17632/j22ywmt8sj
title: Real-world Evidence for the Safety of Oral JAK Inhibitors in Inflammatory Skin Diseases: A Systematic Review and Meta-analysis

description: Attachment 1_PRISMA 2020 checklist;
Attachment 2_Search strategy; 
Attachment 3_List of excluded records and reason of exclusion; 
Attachment 4_Assessment results of risk of bias; 
Attachment 5_Result of Meta-analysis using the "PFT" method; 
Attachment 6_Result of Meta-analysis using the "PRAW" method;
DOI: 10.17632/j22ywmt8sj.1
title: Real-world Evidence for the Safety of Oral JAK Inhibitors in Inflammatory Skin Diseases: A Systematic Review and Meta-analysis

description: Attachment 1_PRISMA 2020 checklist;
Attachment 2_Search strategy; 
Attachment 3_List of excluded records and reason of exclusion; 
Attachment 4_Assessment results of risk of bias; 
Attachment 5_Result of Meta-analysis using the "PFT" method; 
Attachment 6_Result of Meta-analysis using the "PRAW" method;
DOI: 10.15468/dl.cemb5q
title: Occurrence Download

description: A dataset containing 142772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((109.38835 -46.22158,160.58586 -46.22158,160.58586 -10.49828,109.38835 -10.49828,109.38835 -46.22158))",
 "TaxonKey is one of (Wyulda squamicaudata Alexander, 1918, Bryobatrachus nimbus Rounsevell, Ziegeler, Brown, Davies & Littlejohn, 1994, Gowidon longirostris (Boulenger, 1883), Macropus rufus (Desmarest, 1822), Phascolarctos cinereus (Goldfuss, 1817), Wollemia nobilis W.G.Jones et al., Brachychiton rupestris (Lindl.) A.Terracc., Banksia nobilis (Lindl.) A.R.Mast & K.R.Thiele, Caleana major R.Br., Eucalyptus deglupta Blume)",
 "Year 2015-2025"
 ]
}

 The dataset includes 142772 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013103-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/y9gpkbzp5n.1
title: Global hotspots and evaluation indicators in multifunctionality of soil and water conservation techniques: a bibliometric analysis

description: Source literature data of "Global hotspots and evaluation indicators in multifunctionality of soil and water conservation techniques: a bibliometric analysis" retrieved based on web of science core collection.
DOI: 10.17632/bb8j5yxj95.1
title: spatial analysis based on line-of-sight simulation

description: Based on grasshopper and point cloud data, 3D visual simulation is carried out to realize accurate quantification of 3D spatial morphological features, serving the mapping of spatial features
DOI: 10.17632/47ykgwvr7t
title: Opposites Attract? Same-Sex Repel?

description: H1: In the stranger context, "opposite-sex attraction and same-sex repulsion" emerge when performance is successful but dissipate when performance fails.
H2: In the acquaintance context, this pattern reverses, emerging when performance fails and dissipating when performance is successful.
Study 1:A three-factor ANOVA examined the interaction effects, revealing a significant three-way interaction among social distance, performance outcomes, and sex difference on social attractiveness [F(7, 404) = 25.701, p &lt; 0.001, η² = 0.308]. Simple effects analyses showed: for strangers, opposite-sex individuals were rated as more attractive after successful performance than failure [F(1, 121) = 8.930, p = 0.003, η² = 0.069], while no significant difference in same-sex individuals [F(1, 72) = 1.594, p = 0.211, η² = 0.022].For acquaintances: Opposite-sex individuals were rated as more attractive after failed performance than success [F(1, 134) = 9.791, p = 0.002, η² = 0.068], with no significant difference for same-sex individuals [F(1, 78) = 0.004, p = 0.952, η² = 0.000]. These findings suggest that performance success enhances attraction toward opposite-sex strangers, whereas failure enhances attraction toward opposite-sex acquaintances.
Study 2: A three-way mixed-design ANOVA revealed a significant interaction among social distance, performance outcomes, and task nature [F(3, 222) = 8.388, p &lt; 0.001, η² = 0.102]. Simple effects analyses showed: For strangers, when performance was successful, compatible response latency was significantly lower than incompatible latency [F(1, 59) = 5.875, p = 0.018, η² = 0.091], indicating implicit opposite-sex attraction and same-sex repulsion. When performance failed, the pattern reversed [F(1, 59) = 4.999, p = 0.005, η² = 0.128], showing implicit opposite-sex repulsion and same-sex attraction.For acquaintances: When performance was successful, implicit same-sex attraction and opposite-sex repulsion emerged [F(1, 43) = 6.637, p = 0.014, η² = 0.134]. When performance failed, the pattern reversed [F(1, 61) = 7.203, p = 0.009, η² = 0.106], indicating implicit opposite-sex attraction and same-sex repulsion.
DOI: 10.17632/47ykgwvr7t.1
title: Opposites Attract? Same-Sex Repel?

description: H1: In the stranger context, "opposite-sex attraction and same-sex repulsion" emerge when performance is successful but dissipate when performance fails.
H2: In the acquaintance context, this pattern reverses, emerging when performance fails and dissipating when performance is successful.
Study 1:A three-factor ANOVA examined the interaction effects, revealing a significant three-way interaction among social distance, performance outcomes, and sex difference on social attractiveness [F(7, 404) = 25.701, p &lt; 0.001, η² = 0.308]. Simple effects analyses showed: for strangers, opposite-sex individuals were rated as more attractive after successful performance than failure [F(1, 121) = 8.930, p = 0.003, η² = 0.069], while no significant difference in same-sex individuals [F(1, 72) = 1.594, p = 0.211, η² = 0.022].For acquaintances: Opposite-sex individuals were rated as more attractive after failed performance than success [F(1, 134) = 9.791, p = 0.002, η² = 0.068], with no significant difference for same-sex individuals [F(1, 78) = 0.004, p = 0.952, η² = 0.000]. These findings suggest that performance success enhances attraction toward opposite-sex strangers, whereas failure enhances attraction toward opposite-sex acquaintances.
Study 2: A three-way mixed-design ANOVA revealed a significant interaction among social distance, performance outcomes, and task nature [F(3, 222) = 8.388, p &lt; 0.001, η² = 0.102]. Simple effects analyses showed: For strangers, when performance was successful, compatible response latency was significantly lower than incompatible latency [F(1, 59) = 5.875, p = 0.018, η² = 0.091], indicating implicit opposite-sex attraction and same-sex repulsion. When performance failed, the pattern reversed [F(1, 59) = 4.999, p = 0.005, η² = 0.128], showing implicit opposite-sex repulsion and same-sex attraction.For acquaintances: When performance was successful, implicit same-sex attraction and opposite-sex repulsion emerged [F(1, 43) = 6.637, p = 0.014, η² = 0.134]. When performance failed, the pattern reversed [F(1, 61) = 7.203, p = 0.009, η² = 0.106], indicating implicit opposite-sex attraction and same-sex repulsion.
DOI: 10.17632/24n7pjckj6.1
title: MotionWatch 8 Based Student Exam Stress Prediction
DOI: 10.17632/7h4b5ryffx.1
title: Diversity and complexity of auditory representation in the hearing systems of Aedes aegypti mosquitoes (calcium imaging)

description: Materials regarding calcium imaging are included
DOI: 10.17632/7h4b5ryffx.2
title: Diversity and complexity of auditory representation in the hearing systems of Aedes aegypti mosquitoes (calcium imaging)

description: Materials regarding calcium imaging are included
DOI: 10.17632/sxv942t326.1
title: Lipidomics data in The carotenoid torularhodin alleviates NAFLD by promoting Akkermanisa muniniphila-mediated adenosylcobalamin metabolism

description: Torularhodin, a unique carotenoid, is shown to confer beneficial effects on nonalcoholic fatty liver disease (NAFLD). However, the precise mechanism underlying its therapeutic effects remains unknown. These are the lipidomics data of mice.
DOI: 10.17632/t9ys89vbk2.1
title: A decomposition analysis of the factors contributing to the increase in cataract cases in the Chinese population from 1990 to 2021

description: The "decomposition analysis" R code conducts a decomposition analysis of the increase in cataract cases in the Chinese population from 1990 to 2021. By adjusting the relevant parameters, the analysis can be performed separately for different genders. The Excel file "population data" contains raw data for the "population" dataframe in the R code, while "Age-specific prevalence rates" provides raw data for the "cataract_data" dataframe.
DOI: 10.17632/wmvd3b9cdp.1
title: Trends and Impact of Digital Marketing on Consumer Engagement in Sustainable Business Based Fashion E-Commerce: A Bibliometric Approach

description: Trends and Impact of Digital Marketing on Consumer Engagement in Sustainable Business Based Fashion E-Commerce: A Bibliometric Approach Data
DOI: 10.25405/data.ncl.11528247
title: Neighbourhood Planning Process Workshops

description: Four interactive workshops to explore the realities of neighbourhood planning from the perspectives of citizens and city planners.
DOI: 10.25405/data.ncl.11528247.v1
title: Neighbourhood Planning Process Workshops

description: Four interactive workshops to explore the realities of neighbourhood planning from the perspectives of citizens and city planners.
DOI: 10.17632/zw56pp2hx4.1
title: AI Technology in Natural Resource Management: Realizing Sustainable Economic Growth

description: AI Technology in Natural Resource Management: Realizing Sustainable Economic Growth Data
DOI: 10.17632/34ssk4fxyj.1
title: Disease burden of cataract-related blindness and vision impairment

description: The "China.csv" file provides data on the disease burden of cataract-related blindness and vision impairment in China. The "Neighboring countries.csv" file presents data on the disease burden in countries neighboring China. The "Super regions.csv" file includes data on cataract-related blindness and vision impairment across seven global super regions.
DOI: 10.15468/dl.67yexe
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ectopsocus vachoni Badonnel, 1945",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013118-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/2716b49f-b44c-400a-a873-eea276b081f6.v2
title: Noise Annoyance Ratings for Airborne Wind Energy Systems: Data from a Controlled Listening Experiment

description: This dataset was collected during a listening experiment involving 75 participants at the Psychoacoustic Listening Laboratory (PALILA) of Delft University of Technology. The study assessed noise annoyance caused by airborne wind energy systems (AWESs). Participants evaluated their annoyance levels using the ICBEN scales in response to nine recordings derived from in-field measurements of two fixed-wing and one soft-wing ground-gen AWES.In addition to annoyance ratings, participants provided information on their hearing ability, hearing-related incidents (e.g., ear diseases, accidents, or exposure to loud work environments), noise sensitivity, familiarity with AWE, and demographic characteristics. The questionnaire employed a combination of closed and open questions to ensure a comprehensive dataset.Data collection occurred between June and September 2023 as part of Helena Schmidt's PhD research within the Wind Energy Section of Delft University of Technology. This dataset is publicly available as supplementary material for publications and the PhD thesis and is intended to support further research by the scientific community.The project was funded by a grant from the Dutch Research Council (NWO) [grant number 17628] and the "Listen to the Future" project [project number 20247] under the Veni 2022 program (Domain Applied and Engineering Sciences).
DOI: 10.17632/47njks8z3w.1
title: Materials for "Rapid Recharge and Descent of Thundercloud Core Producing Gamma-ray Glow"

description: # Materials for "Rapid Recharge and Descent of Thundercloud Core Producing Gamma-ray Glow"

## About

This data repository contains data and materials used for Wada et al. "Rapid Recharge and Descent of Thundercloud Core Producing Gamma-ray Glow" submitted to Journal of Geophysical Research: Atmospheres. If you have any questions or comments, please contact the corresponding author of the paper.

## Datasets

This dataset includes
- Gamma-ray data
- Electric-field data
- Low-frequency waveform of FALMA NAT station
- Three-dimensional location data of lightning by DALMA

All the data is saved in the CSV format.

## Contact
Yuuki Wada (Graduate School of Engineering, Osaka University) 
wada (at) yuuki-wd.space