cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28341968
title: New Zealand freshwater fish traits database (beta version)

description: This spreadsheet contains our current New Zealand freshwater fish traits database (beta version).The compilation of trait affinity scores for each species in this database was instigated by an initial call for expert opinion-based affinity scores entered by several New Zealand freshwater fisheries experts in May-June 2019. We envision that the development of this database will be an on-going and evolving process and therefore welcome suggestions, contributions and offers of collaboration. If you would like to contribute to the database or have ideas for growing or modifying the database, please get in touch.
DOI: 10.6084/m9.figshare.28341968.v1
title: New Zealand freshwater fish traits database (beta version)

description: This spreadsheet contains our current New Zealand freshwater fish traits database (beta version).The compilation of trait affinity scores for each species in this database was instigated by an initial call for expert opinion-based affinity scores entered by several New Zealand freshwater fisheries experts in May-June 2019. We envision that the development of this database will be an on-going and evolving process and therefore welcome suggestions, contributions and offers of collaboration. If you would like to contribute to the database or have ideas for growing or modifying the database, please get in touch.
DOI: 10.6084/m9.figshare.28341926.v1
title: Table 1_Characteristics of reviewed articles

description: Sharenting involves parents sharing photos, videos, or other information about their children on their social media profiles via online platforms. Research indicated the rising prevalence of parental sharenting behaviour among various countries. The main aim of this article was to explore the role of motivations, perceptions, attitudes, and impression management on parental sharenting behaviours. A systematic review examined empirical studies published from 2019 to 2024 regarding parental motivations, attitudes, perceptions, and impression management associated with sharenting. Relevant studies were identified via Scopus and manual reference searches, with data extraction concentrating on study characteristics, demographics, objectives, design, and principal findings.
DOI: 10.18112/openneuro.ds005899.v1.0.0
title: ADHD Dualcontrol Dataset
DOI: 10.15468/dl.ecwr3v
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN.34_1",
 "IucnRedListCategory is EN",
 "Year 2022-2025"
 ]
}

 The dataset includes 33 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011089-250127130748423/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.28342001.v1
title: Descriptive statistics

description: This document is the descriptive statistics for the study titled: Educational audiology service delivery in South Africa: Perceptions, practices and challenges of audiologists
DOI: 10.15468/dl.ftzuy9
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN.34_1",
 "IucnRedListCategory is VU",
 "Year 2022-2025"
 ]
}

 The dataset includes 137 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011090-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10658124
title: ⏳ endoflife.date database (duckdb)
DOI: 10.15468/dl.fhqzdv
title: Occurrence Download

description: A dataset containing 4635 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-0.87068 41.40813,-0.68693 41.40813,-0.68693 41.52423,-0.87068 41.52423,-0.87068 41.40813))"
 ]
}

 The dataset includes 4635 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011092-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngbnqj
title: Occurrence Download

description: A dataset containing 9709 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insect Specimens of Gunma Insect World"
 ]
}

 The dataset includes 9709 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011091-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmvx5a
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN.34_1",
 "IucnRedListCategory is NT",
 "Year 2022-2025"
 ]
}

 The dataset includes 374 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011093-250127130748423/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.27713016
title: Phytochemical variability in essential oils of <i>Juniperus communis</i> var. <i>saxatilis</i> populations grow wild in western Himalaya, India

description: Needle and berry samples of <i>Juniperus communis</i> L. var. <i>saxatilis</i> Pall. were sampled separately during post rainy season to comparatively investigate the essential oil (EO) yield and phytochemical variability in eight populations grow wild in western Himalaya, India. The EOs obtained from air-dried needle and berry samples separately by hydrodistillation method using Clevenger type apparatus varied in yield with geographic origin of populations, ranged between 2.5-3.4% and 1.8-2.8% (v/w, dried weight basis), respectively. GC-MS analysis of EO profiles resulted in identification of a total ninety-four phytochemicals, representing over 95% of total oil content. Both, needle as well as berry EO samples were dominated by monoterpene hydrocarbons α-pinene (18.52-30.65% and 14.31-27.37%), D-limonene (17.01-28.96% and 15.80-29.70%), β-myrcene (3.74-5.59% and 4.12-14.23%), followed by sesquiterpene hydrocarbons β-elemene (0.86-4.13% and 0.77-3.65%) and germacrene D (0.27-2.57% and 0.20-6.15%), respectively. The oxygenated sesquiterpenes α-cadinol (0.34-5.90% and to 5.63%) and α-bisabolol (to 3.39 and 0.95-6.71%) constituted the third most abundant group of terpenes while oxidized monoterpenes with α-terpineol (0.73-2.17% and 0.10-3.51%) and α-terpinyl acetate (2.10-4.76% and 0.05-3.54%) were the least dominant group. The principal component and hierarchical cluster analysis indicated that selective local environmental forces driving the microhabitat conditions appeared to be linked to high variability in essential oil composition of different common Juniper populations instead of their geographical proximity. The present study revealed that common Juniper essential oils from western Himalaya, India fulfil minimum requirements of European Pharmacopoeia and warrants its further exploitation as a natural resource of commercial significance for dietary and therapeutic applications.
DOI: 10.6084/m9.figshare.27713016.v1
title: Phytochemical variability in essential oils of <i>Juniperus communis</i> var. <i>saxatilis</i> populations grow wild in western Himalaya, India

description: Needle and berry samples of <i>Juniperus communis</i> L. var. <i>saxatilis</i> Pall. were sampled separately during post rainy season to comparatively investigate the essential oil (EO) yield and phytochemical variability in eight populations grow wild in western Himalaya, India. The EOs obtained from air-dried needle and berry samples separately by hydrodistillation method using Clevenger type apparatus varied in yield with geographic origin of populations, ranged between 2.5-3.4% and 1.8-2.8% (v/w, dried weight basis), respectively. GC-MS analysis of EO profiles resulted in identification of a total ninety-four phytochemicals, representing over 95% of total oil content. Both, needle as well as berry EO samples were dominated by monoterpene hydrocarbons α-pinene (18.52-30.65% and 14.31-27.37%), D-limonene (17.01-28.96% and 15.80-29.70%), β-myrcene (3.74-5.59% and 4.12-14.23%), followed by sesquiterpene hydrocarbons β-elemene (0.86-4.13% and 0.77-3.65%) and germacrene D (0.27-2.57% and 0.20-6.15%), respectively. The oxygenated sesquiterpenes α-cadinol (0.34-5.90% and to 5.63%) and α-bisabolol (to 3.39 and 0.95-6.71%) constituted the third most abundant group of terpenes while oxidized monoterpenes with α-terpineol (0.73-2.17% and 0.10-3.51%) and α-terpinyl acetate (2.10-4.76% and 0.05-3.54%) were the least dominant group. The principal component and hierarchical cluster analysis indicated that selective local environmental forces driving the microhabitat conditions appeared to be linked to high variability in essential oil composition of different common Juniper populations instead of their geographical proximity. The present study revealed that common Juniper essential oils from western Himalaya, India fulfil minimum requirements of European Pharmacopoeia and warrants its further exploitation as a natural resource of commercial significance for dietary and therapeutic applications.
DOI: 10.6084/m9.figshare.28233372
title: A functional approach to analyze the genetic basis for differences in virulence of monkeypox virus clades

description: Mpox, the disease caused by monkeypox virus (MPXV) is increasing in Africa and in 2022 spread to more than 100 countries sickening more than 100,000 individuals. Four clades of MPXV have been recognized with differences in severity of disease and extent of human-to-human transmission. Determination of the genetic basis for these differences could help to develop improved therapeutics and vaccines. The Castaneous (CAST) mouse is highly susceptible to MPXV and virulence differences of MPXV clades are statistically significant mimicking their relative severities in humans. The present study was intended to evaluate the CAST mouse as a model for investigating genomic differences by replacing genes of Zaire-1979 005 (Z-79) clade Ia MPXV with homologous gene sequences of the less virulent and less transmissible USA-2003 clade IIa MPXV. The expectation was that some gene replacements would reduce the virulence of Z-79 chimera. Recombinant viruses expressing firefly luciferase were constructed in which partially overlapping Z-79 DNA segments of 5,000 to 13,000 bp containing ∼ 40 genes in total from the two ends of MPXV-79 were replaced with corresponding segments of USA-2003. Virulence was determined by live animal imaging in addition to weight loss and survival. Although there were statistical differences in survival and viral luminescence between the clade Ia and clade IIa MPXVs, no significant difference was found by replacing individual or multiple genes of clade Ia Z-79 with corresponding genes of clade IIa USA-2003. The absence of a significant reduction in virulence can have several explanations that would inform future experiments.
DOI: 10.6084/m9.figshare.28233372.v2
title: A functional approach to analyze the genetic basis for differences in virulence of monkeypox virus clades

description: Mpox, the disease caused by monkeypox virus (MPXV) is increasing in Africa and in 2022 spread to more than 100 countries sickening more than 100,000 individuals. Four clades of MPXV have been recognized with differences in severity of disease and extent of human-to-human transmission. Determination of the genetic basis for these differences could help to develop improved therapeutics and vaccines. The Castaneous (CAST) mouse is highly susceptible to MPXV and virulence differences of MPXV clades are statistically significant mimicking their relative severities in humans. The present study was intended to evaluate the CAST mouse as a model for investigating genomic differences by replacing genes of Zaire-1979 005 (Z-79) clade Ia MPXV with homologous gene sequences of the less virulent and less transmissible USA-2003 clade IIa MPXV. The expectation was that some gene replacements would reduce the virulence of Z-79 chimera. Recombinant viruses expressing firefly luciferase were constructed in which partially overlapping Z-79 DNA segments of 5,000 to 13,000 bp containing ∼ 40 genes in total from the two ends of MPXV-79 were replaced with corresponding segments of USA-2003. Virulence was determined by live animal imaging in addition to weight loss and survival. Although there were statistical differences in survival and viral luminescence between the clade Ia and clade IIa MPXVs, no significant difference was found by replacing individual or multiple genes of clade Ia Z-79 with corresponding genes of clade IIa USA-2003. The absence of a significant reduction in virulence can have several explanations that would inform future experiments.
DOI: 10.6084/m9.figshare.28233372.v1
title: A Functional Approach to Analyze the Genetic Basis for Differences in Virulence of Monkeypox Virus Clades

description: A Functional Approach to Analyze the Genetic Basis for Differences in Virulence of Monkeypox Virus Clades
DOI: 10.21227/sxf9-fr88
title: Exploring the Pinoy Version of the Bible: A Multiple-Method Approach

description: The Pinoy version of the Bible was released by the Philippine Bible Society (PBS) in September 2018. After its publication, concerns have been raised about the translation. Filipinos and church members are questioning its reliability and effectiveness in church settings. The goal of this paper is to explore the Pinoy version of the Bible through multiple approaches: a register analysis to identify the key features of the language used in the translation, a survey to find out who among the people group accepts it and at what level, online forms and face-to-face interview to acquire the different perceptions of the research participants. The study was conducted with different people groups in the church namely: youth, men, women, leaders, and elders. There are 100 participants in total. This is in connection to assuring accessible and equitable quality education and encouraging opportunities for lifelong learning for all, which are the main objectives of Sustainable Development Goal 4 (SDG 4) that are essential for resolving inequalities in the quality and accessibility of education, especially for vulnerable groups such children from low-income households, those residing in rural regions, people with disabilities, and refugees. The findings of the study revealed that youth and leaders accept the Pinoy version, acceptance level for the youth, and slight acceptance for the leaders. On the other hand, men, women, and elders did not accept the translation. In another finding, all of them agreed that the linguistic features (English Nouns, English Adjectives, Prefixes, Transition Words, Contraction, Shallow Words, and Code-Switching) in the translation are factors in their acceptance. Furthermore, the following major themes evolved from data analysis: Translation Concerns, Lack and Loss, Specific Audience, and Strong Points. Subthemes that emerged from the data are as follows: Pure Language, Confusion, Shallow and Informal Translation, Holiness and Seriousness, Meaning For the Younger Generation, Age Factor, Easier to Understand, and Trending.
DOI: 10.15468/dl.5u45sk
title: Occurrence Download

description: A dataset containing 2322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN.34_1",
 "IucnRedListCategory is LC",
 "Year 2022-2025"
 ]
}

 The dataset includes 2322 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011094-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14799490
title: Algal blooms intensify in global large lakes over the past two decades (DOI:10.1093/nsr/nwaf011)

description: This repository contains the relevant dataset for the article Algal blooms intensify in global large lakes over the past two decades.

We developed a satellite-based dataset of global freshwater lake algal blooms from 2003 to 2022, covering 1,956 large lakes and reservoirs (collectively referred to as 'lakes'), each larger than 50 km². The dataset was derived from global daily observations at 1-km resolution from the Moderate Resolution Imaging Spectroradiometer (MODIS) onboard NASA's Aqua satellite, using all 0.8 million images acquired between 2003 and 2022. 

Each workbook, labeled by year in the file 'Daily Bloom Frequency Across 1,956 Lakes from 2003 to 2022.xlsx', displays the daily bloom frequency for each lake ID, mapped to the GLAKES dataset, for the corresponding year. The 'GLAKES_HydroLAKES_id.xlsx' file contains a lookup table that links the GLAKES IDs to those used in the HydroLAKES dataset.
description: For more information about this dataset, please refer to the article 'Algal Blooms Intensify in Global Large Lakes Over the Past Two Decades.' We encourage further citation using the following format:

Ying Wang, Dan Zhao, R Iestyn Woolway, Haoran Yan, Hans W Paerl, Yi Zheng, Chunmiao Zheng, Lian Feng, Algal Blooms Intensify in Global Large Lakes Over the Past Two Decades, National Science Review, 2025; nwaf011, https://doi.org/10.1093/nsr/nwaf011.
DOI: 10.5281/zenodo.14799491
title: Algal blooms intensify in global large lakes over the past two decades (DOI:10.1093/nsr/nwaf011)

description: This repository contains the relevant dataset for the article Algal blooms intensify in global large lakes over the past two decades.

We developed a satellite-based dataset of global freshwater lake algal blooms from 2003 to 2022, covering 1,956 large lakes and reservoirs (collectively referred to as 'lakes'), each larger than 50 km². The dataset was derived from global daily observations at 1-km resolution from the Moderate Resolution Imaging Spectroradiometer (MODIS) onboard NASA's Aqua satellite, using all 0.8 million images acquired between 2003 and 2022. 

Each workbook, labeled by year in the file 'Daily Bloom Frequency Across 1,956 Lakes from 2003 to 2022.xlsx', displays the daily bloom frequency for each lake ID, mapped to the GLAKES dataset, for the corresponding year. The 'GLAKES_HydroLAKES_id.xlsx' file contains a lookup table that links the GLAKES IDs to those used in the HydroLAKES dataset.
description: For more information about this dataset, please refer to the article 'Algal Blooms Intensify in Global Large Lakes Over the Past Two Decades.' We encourage further citation using the following format:

Ying Wang, Dan Zhao, R Iestyn Woolway, Haoran Yan, Hans W Paerl, Yi Zheng, Chunmiao Zheng, Lian Feng, Algal Blooms Intensify in Global Large Lakes Over the Past Two Decades, National Science Review, 2025; nwaf011, https://doi.org/10.1093/nsr/nwaf011.
DOI: 10.6084/m9.figshare.28334834
title: HC1 scRNA matrix

description: MAN2B2 project, scRNA matrix of HC1
DOI: 10.6084/m9.figshare.28334834.v1
title: HC1 scRNA matrix

description: MAN2B2 project, scRNA matrix of HC1
DOI: 10.6084/m9.figshare.28334855
title: HC2 scRNA matrix

description: MAN2B2 project, scRNA matrix of HC2
DOI: 10.6084/m9.figshare.28334855.v1
title: HC2 scRNA matrix

description: MAN2B2 project, scRNA matrix of HC2
DOI: 10.15468/dl.uv6n56
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bat diversity in Taiwan"
 ]
}

 The dataset includes 54 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011096-250127130748423/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.28341449
title: HC3 scRNA matrix

description: HC3 scRNA data
DOI: 10.6084/m9.figshare.28341449.v1
title: HC3 scRNA matrix

description: HC3 scRNA data
DOI: 10.6084/m9.figshare.28341911.v1
title: P5 scRNA matrix

description: P5 scRNA data
DOI: 10.6084/m9.figshare.28341911
title: P5 scRNA matrix

description: P5 scRNA data
DOI: 10.6084/m9.figshare.28342001.v2
title: Dataset

description: This document is the descriptive statistics for the study titled: Educational audiology service delivery in South Africa: Perceptions, practices and challenges of audiologists
DOI: 10.6084/m9.figshare.17013926
title: Data to reproduce CIDER tutorials

description: Data for R package CIDER
DOI: 10.6084/m9.figshare.17013926.v1
title: Data to reproduce CIDER tutorials

description: Data for R package CIDER
DOI: 10.25442/hku.28239818
title: <i>Supporting data for “</i>The Effectiveness and Mechanism of Parent Management Training and Mindful Parenting Program<i>”</i>

description: 189 parents of primary school children were randomly assigned to either the Parent Management Training (PMT), Mindful Parenting (MP), or waitlist-control group. Data were collected at baseline, post-intervention, and two-month follow-up. The data obtained were used to examine the effectiveness and mechanisms of change of the two parenting interventions. Measures include parenting knowledge, parental mindfulness, parenting practice, parental stress, parent's sense of competence, parent-child relationship, child behavioral problem and parent's emotional competence.
DOI: 10.25442/hku.28239818.v1
title: <i>Supporting data for “</i>The Effectiveness and Mechanism of Parent Management Training and Mindful Parenting Program<i>”</i>

description: 189 parents of primary school children were randomly assigned to either the Parent Management Training (PMT), Mindful Parenting (MP), or waitlist-control group. Data were collected at baseline, post-intervention, and two-month follow-up. The data obtained were used to examine the effectiveness and mechanisms of change of the two parenting interventions. Measures include parenting knowledge, parental mindfulness, parenting practice, parental stress, parent's sense of competence, parent-child relationship, child behavioral problem and parent's emotional competence.
DOI: 10.25442/hku.28237718
title: Supporting Data for "Delta Learning and Its Applications in Computational Chemistry"

description: This is a Supporting File for the PhD thesis. The thesis is about a machine learning protocol called delta learning, which is used to calibrate computed low-fidelity results to their higher-fidelity counterparts.The file contains a README file, listing all the data needed to plot the graphs consisted in the thesis. The file "dataset(main_folder)" contains all data and scripts. Running the *.py files will take in the *.txt files and plot out graphs. For running the scripts, Python with matplotlib is required, together with numpy and pandas.Fig2.3abc are R^2 correlation graphs for SchNet-predicted, DFT-computed, and experimental heat of formation. Fig3.1 are graphs of R^2 correlation between MD computed, random-forest-predicted, and experimental open circuit voltages (OCVs). Fig3.2 are the OCV plots of three battery materials. Fig3.3 are the error analysis for the delta learning correction process. Fig3.4 are R^2 correlation between MD computed, auto-platform-predicted, and experimental OCVs.