cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30437246.v1
title: Bulk RNA-seq of femoral/tibial bone tissues from OVX-induced osteoporosis mice treated with DCNPs, ALN, Mix, OVX controls or healthy controls.

description: This dataset contains bulk transcriptome sequencing (RNA-seq) data generated from femur/tibia bone tissues collected in a murine ovariectomy (OVX) osteoporosis model to evaluate the therapeutic effects of dynamic covalent nanoparticles (DCNPs). Five experimental groups were profiled:Healthy (sham) (Labelled <i>NC</i> in data file)OP + PBS (PBS)(Labelled <i>OVX </i>in data file)OP + Alendronate (ALN)(Labelled <i>ALN </i>in data file)OP + Mix (EA + ALN + PEI + CaCl2 without 2-FPBA)(Labelled <i>Mix </i>in data file)OP + DCNPs (EA + ALN + PEI + 2-FPBA + CaCl2) (Labelled <i>NPs </i>in data file)<br>Female C57BL/6J mice were used. The goal is to characterize DCNP-mediated transcriptional reprogramming in bone, including activation of JAK2–STAT3 signaling and suppression of inflammatory lipid metabolism pathways identified in the companion manuscript.<br>Provider<br>Sequencing was performed by Lianchuan Company (commercial service provider).Assay and platformAssay type: Bulk RNA-seq (poly(A)+ selection; stranded library)Platform: Illumina NovaSeq 6000Read configuration: paired-end 2 × 150 bpSamplesSpecies/strain/sex: Mus musculus, C57BL/6J, femaleModel: Ovariectomy (OVX) osteoporosis model; sham for HealthyTissue: Femur and tibia (bone)Groups and size: 5 groups × n = 3 biological replicates per group = 15 libraries totalAge at surgery: 8 weeks; therapy period: 8 weeksTreatments: Healthy; PBS; ALN (1.4 mg/kg/week, IV); Mix (same ALN dose); DCNPs (same ALN dose embedded in DCNPs), twice weekly IV injectionsHarvest: endpoint at week 16Ethics: Approved by the Laboratory Animal Ethics Committee of the First Affiliated Hospital of Wenzhou Medical University (No. WYYY-AEC-2025-008)Data content and organization
DOI: 10.6084/m9.figshare.30437383
title: TikTok as an academic tool: a bibliometric review of TikTok research

description: TikTok has garnered a massive global audience. While concerns about youth safety, data privacy, and misinformation have led to platform bans in several countries, TikTok has significantly contributed to various areas of academic research. The absence of a clear research agenda increases the risk of redundancy and inefficient resource allocation in this growing field. A bibliometric analysis was conducted using the Scopus database, resulting in the inclusion of 1,369 TikTok-related publications. Performance analysis identified key research contributors in the field of TikTok studies. Co-citation analysis revealed four foundational research domains: platformization, user experience, information quality, and algorithmic influence. Thematic mapping identified six emerging research clusters: psychological well-being, public health information, communicative tool, digital marketing, influencer economy, and social commerce. Recognizing the academic potential of TikTok, this bibliometric review offers a structured research agenda to support theoretical advancement and inform evidence-based practices.
DOI: 10.6084/m9.figshare.30437383.v1
title: TikTok as an academic tool: a bibliometric review of TikTok research

description: TikTok has garnered a massive global audience. While concerns about youth safety, data privacy, and misinformation have led to platform bans in several countries, TikTok has significantly contributed to various areas of academic research. The absence of a clear research agenda increases the risk of redundancy and inefficient resource allocation in this growing field. A bibliometric analysis was conducted using the Scopus database, resulting in the inclusion of 1,369 TikTok-related publications. Performance analysis identified key research contributors in the field of TikTok studies. Co-citation analysis revealed four foundational research domains: platformization, user experience, information quality, and algorithmic influence. Thematic mapping identified six emerging research clusters: psychological well-being, public health information, communicative tool, digital marketing, influencer economy, and social commerce. Recognizing the academic potential of TikTok, this bibliometric review offers a structured research agenda to support theoretical advancement and inform evidence-based practices.
DOI: 10.6084/m9.figshare.28433334
title: Exploring the morphological and genetic diversity and relationship of elite jackfruit (<i>Artocarpus heterophyllus</i> Lam.) accessions in southern Kerala through comprehensive marker assay

description: Jackfruit (<i>Artocarpus heterophyllus Lam</i>.) is a highly nutritious and culturally significant fruit species native to tropical regions, yet its genetic and biochemical diversity remain underexplored. This study evaluates the morphological, genetic, and biochemical diversity among 30 elite jackfruit accessions from southern Kerala, India, using a comprehensive marker-assisted approach. Biochemical analyses revealed significant variation in key parameters, including acidity (0.13–1.57%), ascorbic acid (12.09–54 mg/100 g), reducing sugar (0.33–8.1%), total sugar (2.63–22.1%), and β-carotene (6.47–191.00 µg/100 g), underscoring the potential of the accessions for breeding in nutritional value. Genetic diversity analysis, performed using 38 polymorphic simple sequence repeat (SSR) markers, identified 142 putative alleles, with polymorphism information content (PIC) values ranging from 0.26 to 0.38 and mean heterozygosity of 0.35. Phylogenetic clustering grouped the accessions into three major clusters, corroborated by STRUCTURE analysis, which inferred three genetically distinct subpopulations with varying levels of admixture. Significant marker-trait associations were identified for key biochemical traits, such as β-carotene and total sugar, using genome-wide association analysis (GWAS), with genetic markers explaining up to 24.5% of the observed variance. These findings highlight the extensive genetic and biochemical diversity within jackfruit accessions, offering valuable insights for breeding programmes focused on enhancing nutritional quality, adaptability, and commercial viability.
DOI: 10.6084/m9.figshare.28433334.v1
title: Exploring the morphological and genetic diversity and relationship of elite jackfruit (<i>Artocarpus heterophyllus</i> Lam.) accessions in southern Kerala through comprehensive marker assay

description: Jackfruit (<i>Artocarpus heterophyllus Lam</i>.) is a highly nutritious and culturally significant fruit species native to tropical regions, yet its genetic and biochemical diversity remain underexplored. This study evaluates the morphological, genetic, and biochemical diversity among 30 elite jackfruit accessions from southern Kerala, India, using a comprehensive marker-assisted approach. Biochemical analyses revealed significant variation in key parameters, including acidity (0.13–1.57%), ascorbic acid (12.09–54 mg/100 g), reducing sugar (0.33–8.1%), total sugar (2.63–22.1%), and β-carotene (6.47–191.00 µg/100 g), underscoring the potential of the accessions for breeding in nutritional value. Genetic diversity analysis, performed using 38 polymorphic simple sequence repeat (SSR) markers, identified 142 putative alleles, with polymorphism information content (PIC) values ranging from 0.26 to 0.38 and mean heterozygosity of 0.35. Phylogenetic clustering grouped the accessions into three major clusters, corroborated by STRUCTURE analysis, which inferred three genetically distinct subpopulations with varying levels of admixture. Significant marker-trait associations were identified for key biochemical traits, such as β-carotene and total sugar, using genome-wide association analysis (GWAS), with genetic markers explaining up to 24.5% of the observed variance. These findings highlight the extensive genetic and biochemical diversity within jackfruit accessions, offering valuable insights for breeding programmes focused on enhancing nutritional quality, adaptability, and commercial viability.
DOI: 10.15468/dl.5z3s2g
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ailurus fulgens",
 "Country is Nepal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054573-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95mgkc
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((20.484056791214876 52.22247839872494, 20.48575742271524 52.23122153653347, 20.484647592333097 52.24000036512732, 20.480768368697625 52.248477445462974, 20.474267460593133 52.25632676024291, 20.465393749354007 52.263246280221736, 20.454487869099882 52.26896962953345, 20.441969174539405 52.27327639284689, 20.428319588071037 52.2760006575029, 20.414064952476078 52.27703745141049, 20.399754625198504 52.27634681981866, 20.385940128668047 52.273955377751676, 20.37315371362431 52.26995527584519, 20.36188769633094 52.26450062106598, 20.352575395684305 52.25780149568023, 20.34557442467197 52.250115813312085, 20.34115298674934 52.24173933584699, 20.339479697563025 52.232994245752074, 20.34061730332685 52.22421672236609, 20.344520506872616 52.215744006026895, 20.35103794869733 52.20790144965449, 20.35991823035398 52.200990053589365, 20.370819717426105 52.19527495690603, 20.383323724016144 52.19097531854731, 20.39695056383071 52.18825596646121, 20.411177857063944 52.187221124843134, 20.4254604089089 52.18791045122501, 20.439250925504737 52.19029752928937, 20.452020806844775 52.194290872781785, 20.463280253768303 52.19973740364416, 20.47259694764788 52.206428276403656, 20.47961260665498 52.21410683382324, 20.484056791214876 52.22247839872494))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 268 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054575-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smmpe2
title: Occurrence Download

description: A dataset containing 4284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Procyon lotor",
 "HasCoordinate is true",
 "Country is France"
 ]
}

 The dataset includes 4284 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054574-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bh7x2p
title: Occurrence Download

description: A dataset containing 146437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Capra ibex",
 "Year 1980-2025"
 ]
}

 The dataset includes 146437 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054539-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ajzsk
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((20.484056791214876 52.22247839872494, 20.48575742271524 52.23122153653347, 20.484647592333097 52.24000036512732, 20.480768368697625 52.248477445462974, 20.474267460593133 52.25632676024291, 20.465393749354007 52.263246280221736, 20.454487869099882 52.26896962953345, 20.441969174539405 52.27327639284689, 20.428319588071037 52.2760006575029, 20.414064952476078 52.27703745141049, 20.399754625198504 52.27634681981866, 20.385940128668047 52.273955377751676, 20.37315371362431 52.26995527584519, 20.36188769633094 52.26450062106598, 20.352575395684305 52.25780149568023, 20.34557442467197 52.250115813312085, 20.34115298674934 52.24173933584699, 20.339479697563025 52.232994245752074, 20.34061730332685 52.22421672236609, 20.344520506872616 52.215744006026895, 20.35103794869733 52.20790144965449, 20.35991823035398 52.200990053589365, 20.370819717426105 52.19527495690603, 20.383323724016144 52.19097531854731, 20.39695056383071 52.18825596646121, 20.411177857063944 52.187221124843134, 20.4254604089089 52.18791045122501, 20.439250925504737 52.19029752928937, 20.452020806844775 52.194290872781785, 20.463280253768303 52.19973740364416, 20.47259694764788 52.206428276403656, 20.47961260665498 52.21410683382324, 20.484056791214876 52.22247839872494))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 268 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054576-251009101135966/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.30258598
title: <b>Community-Level Determinants of RTS,S/AS01 Vaccine Acceptance in a Hyperendemic Ghanaian Region: A Bayesian Multilevel Analysis from Kpando Municipality, Ghana.</b>

description: Background: The successful scale-up of Ghana’s RTS,S/AS01 malaria vaccine depends on understanding community-level variation in caregiver acceptance. This study investigates vaccine acceptance and its predictors in a hyperendemic municipality bordering Volta Lake, where geographic and contextual disparities may hinder equitable Methods: A weighted, community-based cross-sectional survey was conducted from November 2023 to January 2024 among 452 caregivers of children aged 6–59 months in Kpando Municipality. Data were collected via structured digital questionnaires and analyzed using Bayesian multilevel logistic regression to identify determinants, with spatial mapping to visualize geographic disparities. Results: Overall vaccine acceptance was 89.9% (95% CI: 89.2–90.7), with sub-district variation from 41.1% in Agbenorhoe to 100% in several island and rural communities. Among children initiating vaccination, 6.0% received one dose, 17.6% two doses, 10.4% three doses, and 66.0% completed four doses. Booster completion (66.0%) significantly exceeded primary series completion (34.0%, p &lt; 2×10⁻¹⁶). For initial acceptance, bush-surrounded households had higher odds (aOR = 2.69; 95% CrI: 1.04–6.84) while vaccine risk concern reduced acceptance (aOR = 0.32; 95% CrI: 0.17–0.58). For booster completion, higher household income (1500–1900 GHC: aOR = 3.19, 95% CrI: 1.34–7.61; 2000–2400 GHC: aOR = 2.75, 95% CrI: 1.15–6.24), older child age (1 year: aOR = 2.27, 95% CrI: 1.13–4.48; 2 years: aOR = 2.14, 95% CrI: 1.04–4.40), family/peer influence (aOR = 2.09, 95% CrI: 1.07–3.97), and perceived convenience (aOR = 1.58, 95% CrI: 1.18–2.12) were positive predictors, while bush-surrounded residence reduced odds (aOR = 0.26, 95% CrI: 0.14–0.49). Sub-district-level factors explained 85% of variance (ICC = 0.85). Conclusion: Despite high acceptance, sharp spatial disparities and uneven dose completion persist. To ensure equitable coverage as Ghana scales up RTS,S/AS01, interventions must both address initial hesitancy in low-acceptance areas and improve primary series retention by reducing economic barriers and enhancing service convenience in rural communities.
DOI: 10.6084/m9.figshare.30258598.v1
title: <b>Community-Level Determinants of RTS,S/AS01 Vaccine Acceptance in a Hyperendemic Ghanaian Region: A Bayesian Multilevel Analysis from Kpando Municipality, Ghana.</b>

description: Background: The successful scale-up of Ghana’s RTS,S/AS01 malaria vaccine depends on understanding community-level variation in caregiver acceptance. This study investigates vaccine acceptance and its predictors in a hyperendemic municipality bordering Volta Lake, where geographic and contextual disparities may hinder equitable Methods: A weighted, community-based cross-sectional survey was conducted from November 2023 to January 2024 among 452 caregivers of children aged 6–59 months in Kpando Municipality. Data were collected via structured digital questionnaires and analyzed using Bayesian multilevel logistic regression to identify determinants, with spatial mapping to visualize geographic disparities. Results: Overall vaccine acceptance was 89.9% (95% CI: 89.2–90.7), with sub-district variation from 41.1% in Agbenorhoe to 100% in several island and rural communities. Among children initiating vaccination, 6.0% received one dose, 17.6% two doses, 10.4% three doses, and 66.0% completed four doses. Booster completion (66.0%) significantly exceeded primary series completion (34.0%, p &lt; 2×10⁻¹⁶). For initial acceptance, bush-surrounded households had higher odds (aOR = 2.69; 95% CrI: 1.04–6.84) while vaccine risk concern reduced acceptance (aOR = 0.32; 95% CrI: 0.17–0.58). For booster completion, higher household income (1500–1900 GHC: aOR = 3.19, 95% CrI: 1.34–7.61; 2000–2400 GHC: aOR = 2.75, 95% CrI: 1.15–6.24), older child age (1 year: aOR = 2.27, 95% CrI: 1.13–4.48; 2 years: aOR = 2.14, 95% CrI: 1.04–4.40), family/peer influence (aOR = 2.09, 95% CrI: 1.07–3.97), and perceived convenience (aOR = 1.58, 95% CrI: 1.18–2.12) were positive predictors, while bush-surrounded residence reduced odds (aOR = 0.26, 95% CrI: 0.14–0.49). Sub-district-level factors explained 85% of variance (ICC = 0.85). Conclusion: Despite high acceptance, sharp spatial disparities and uneven dose completion persist. To ensure equitable coverage as Ghana scales up RTS,S/AS01, interventions must both address initial hesitancy in low-acceptance areas and improve primary series retention by reducing economic barriers and enhancing service convenience in rural communities.
DOI: 10.5281/zenodo.15244568
title: Dataset of "A one-transistor organic electrochemical self-sustained oscillator model for neuromorphic networks"

description: This dataset supports the article "A one-transistor organic electrochemical model neuron".

Raw data for the article "A one-transistor organic electrochemical model neuron". For further details see the Readme.txt file.
DOI: 10.5281/zenodo.15244569
title: Dataset of "A one-transistor organic electrochemical self-sustained oscillator model for neuromorphic networks"

description: This dataset supports the article "A one-transistor organic electrochemical model neuron".

Raw data for the article "A one-transistor organic electrochemical model neuron". For further details see the Readme.txt file.
DOI: 10.15468/dl.qxrxs5
title: Occurrence Download

description: A dataset containing 21148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pistia stratiotes"
 ]
}

 The dataset includes 21148 records from 516 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054570-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k23szk
title: Occurrence Download

description: A dataset containing 3098 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbena brasiliensis Vell."
 ]
}

 The dataset includes 3098 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030059-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8wtmu
title: Occurrence Download

description: A dataset containing 2174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 9.58980622540847",
 "DecimalLongitude is less than 9.59286577859286",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 2174 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009654-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.owru7l
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ocotea cowaniana C.K.Allen"
 ]
}

 The dataset includes 12 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009275-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.daxx3p
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acyrthosiphon bidenticola Smith, 1960)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042853-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6zuc2
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.80479 41.5386,-8.80012 41.4384,-8.76426 41.29747,-8.70914 41.30296,-8.72678 41.36856,-8.76194 41.41348,-8.77248 41.48245,-8.78776 41.54107,-8.80479 41.5386))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Malacostraca",
 "Year 2010-2020"
 ]
}

 The dataset's 4 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092429-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8f9r4
title: Occurrence Download

description: A dataset containing 2098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Valerianella eriocarpa Desv.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 2098 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009663-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kne1x7
title: Occurrence Download

description: A dataset listing the 111 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((130.99205 34.07029,131.12801 34.07029,131.12801 34.20215,130.99205 34.20215,130.99205 34.07029))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 111 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007881-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.