cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.57ugx9
title: Occurrence Download

description: A dataset containing 182918 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potamogeton natans"
 ]
}

 The dataset includes 182918 records from 1250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037811-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krkgj7
title: Occurrence Download

description: A dataset containing 1703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Athene noctua"
 ]
}

 The dataset includes 1703 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037891-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/3vkae9
title: REAL-HEARING
title: Real life measurement of the influence of hearing loss and listening effort on stress systems

description: Hearing loss is a widespread condition that makes listening more effortful, often leading to increased stress, fatigue, and social isolation. While most research on listening-related stress has been conducted in laboratory settings, this project investigates how hearing loss affects stress in daily life. Using a combination of physiological measurements and short questionnaires via a smartphone app, participants' stress responses and listening effort in real-world situations were monitored. This study aims to identify which lab-based measures best predict real-life listening stress, with the goal of improving clinical assessment, treatment strategies, and hearing aid design. Data were collected for ECG, ICG, pupillometry, skin conductance, accelerometry, EMA, Castor, and microphone recordings; both in the lab and during regular daily activities. . A total of 188 participants took part in the study (including a pilot study) with a wide range of hearing acuity; however, due to data collection issues such as logistics or data quality, complete datasets across all modalities were not available for every participant.
description: Data were collected for ECG, ICG, pupillometry, skin conductance, accelerometry, EMA, Castor, and microphone recordings.
A total of 188 participants took part in the study (including a pilot study); however, due to data collection issues such as logistics or data quality, complete datasets across all modalities were not available for every participant.
DOI: 10.5281/zenodo.16406052
title: Antarctic geothermal heat flow dataset: deep neural network generation optimized by particle swarm optimization algorithm

description: This dataset provides a continental-scale map of geothermal heat flow (GHF) across Antarctica, generated using a particle swarm optimization-optimized deep neural network (PSO-DNN). 

Dataset Characteristics





Data Type: Gridded geospatial data representing geothermal heat flow (GHF) values.




Units: Milliwatts per square meter (mW m⁻²).




Spatial Coverage: Entire Antarctic continent, including both East and West Antarctica.




Spatial Resolution: [0.5° × 0.5° grid].




Format:  CSV
DOI: 10.7910/dvn/cwfsym
title: The Fan Does Not Inhale: Core-Induced Inflow in the SIIEM Model

description: The fan does not act as a suction source. Instead, it behaves as a medium through which air flows, initiated by the formation of a natural vortex core. This dataset demonstrates experimental evidence and mathematical derivation of 12 physical equations based on the SIIEM (Suction-Induced Inflow Experiment Model). The analysis reveals that core-induced order compresses energy without external forcing.
description: This dataset builds upon the core concepts established in the previously published entry (DOI: 10.7910/DVN/N5OKC2). It includes new experimental results, further analysis of the core-collapse mechanism, and enhanced interpretation of the 12 physical equations derived from the SIIEM model. Designed for use in further institutional review and scientific publication.
DOI: 10.15468/dl.z2ejta
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalis corniculata",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037892-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmt5sd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalis corniculata",
 "Country is Guyana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037893-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c37kad
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ligularia dictyoneura"
 ]
}

 The dataset includes 216 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037894-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfpea4
title: Occurrence Download

description: A dataset containing 17975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aquila chrysaetos",
 "MediaType is Image"
 ]
}

 The dataset includes 17975 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037896-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjtnpy
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Allium amethystinum, Allium segetum, Allium rollii, Allium sphaerocephalon amethystinum, Allium rollii, Allium stojanovii, Allium segetum, Allium sphaerocephalon rollii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 100 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037895-250717081556266/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.29634011
title: QIFT Working Paper : Mathematical Foundation_MHormachuelos

description: This working paper presents the <i>Mathematical Foundations of Quantum Information Field Theory (QIFT)</i>, a novel theoretical framework that proposes quantum information—not spacetime or matter—as the fundamental substrate of physical reality. QIFT introduces the concept of <b>infons</b>, discrete quanta of relational information, whose coarse-grained distributions give rise to emergent spacetime geometry via an information-theoretic metric structure.This paper rigorously define infon graphs and derive a new class of emergent metrics using differential geometry, information geometry, and quantum Hilbert-space formalism. The QIFT action and resulting field equations are derived from a variational principle, linking infon density to Ricci curvature and dynamical evolution. Analytic stability conditions are explored, and a sample solution—the <i>Quantum Metric Resonator (QMR)</i>—is presented to demonstrate how engineered negative-energy configurations can yield measurable curvature gradients and non-Newtonian thrust.The paper lays out precise definitions, theorems, derivations, and sample applications, offering a comprehensive and self-contained foundation for further theoretical development, experimental design, and interdisciplinary collaboration.
DOI: 10.6084/m9.figshare.29634011.v1
title: QIFT Working Paper : Mathematical Foundation_MHormachuelos

description: This working paper presents the <i>Mathematical Foundations of Quantum Information Field Theory (QIFT)</i>, a novel theoretical framework that proposes quantum information—not spacetime or matter—as the fundamental substrate of physical reality. QIFT introduces the concept of <b>infons</b>, discrete quanta of relational information, whose coarse-grained distributions give rise to emergent spacetime geometry via an information-theoretic metric structure.This paper rigorously define infon graphs and derive a new class of emergent metrics using differential geometry, information geometry, and quantum Hilbert-space formalism. The QIFT action and resulting field equations are derived from a variational principle, linking infon density to Ricci curvature and dynamical evolution. Analytic stability conditions are explored, and a sample solution—the <i>Quantum Metric Resonator (QMR)</i>—is presented to demonstrate how engineered negative-energy configurations can yield measurable curvature gradients and non-Newtonian thrust.The paper lays out precise definitions, theorems, derivations, and sample applications, offering a comprehensive and self-contained foundation for further theoretical development, experimental design, and interdisciplinary collaboration.
DOI: 10.15468/dl.ehm2cv
title: Occurrence Download

description: A dataset containing 114751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron annuus",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 114751 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037868-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwkvps
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sigesbeckia orientalis",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037898-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16374130
title: Dataset for the article:"Theoretical Studies on the Nitrogen Reduction Reaction (NRR) on Cu−Oxide Based Electrocatalysts"

description: This data set contains the main input and output files of the calculations performed for the article: "Theoretical Studies on the Nitrogen Reduction Reaction (NRR) on Cu−Oxide Based Electrocatalysts"
description: A brief description of the folder contents. The names of the respective folders are given in brackets.

Investigation of the NRR on different CuO(111) surfaces: - on the mixed Cu/O-terminated CuO(111):Cu/O surface (0_CuO_terminated)- on the unreconstructed Cu-terminated CuO(111):Cu surface (1_Cu_terminated_unreconstructed)- on the reconstructed Cu-terminated CuO(111):Cu surface (2_Cu_terminated_reconstructed)- on the mixed Cu/O-terminated CuO(111):Cu/O surface with an O-defect (3_O_defect)- on the mixed Cu/O-terminated CuO(111):Cu/O surface with an Cu-defect (4_Cu_defect)

For each of these surfaces four mechanisms of the NRR were investigated (Alternaing, Distal, Enzymatic, EnzymaticVar):

0_Adsorption:- For each intermediate of the NRR mechanisms different adsorption positions and adsorption geometries were investigated

1_Reactionpathways:- Based on the most stable adsorption structures four reaction pathways were investigated (0_Alternating, 1_Distal, 2_Enzymatic, 3_Enzymatic_Var)- For the most stable adsorption structure of each of the intermediates (0_Adsorption) a frequency analysis was performed (1_ZPE) to calculate the free energies - Subsequently the adsorbate was deleted and another geometry optimization was performed (2_Surface_after_Adsorption)

2_References:- this folder contains the optimization of the respective surface (0_Surface) and the molecules in gas phase (0_N2,1_H2,2_NH3)- For the surface a geometry optimization (0_Geo_Opt) and a single point calculation of the optimized structure (1_SP) was performed- For the molecules a geometry optimization (0_Geo_Opt) and a frequency analysis (1_ZPE) was performed

Additionally some tests were performed (5_Tests) regarding:- the size of the surface (0_Surface_Size)- the EDIFFG setting (1_EDIFFG)- the number of Kpoints (2_KPOINTS)- and the magnetization of the unit cell (3_Mag_cell)
DOI: 10.5281/zenodo.16374131
title: Dataset for the article:"Theoretical Studies on the Nitrogen Reduction Reaction (NRR) on Cu−Oxide Based Electrocatalysts"

description: This data set contains the main input and output files of the calculations performed for the article: "Theoretical Studies on the Nitrogen Reduction Reaction (NRR) on Cu−Oxide Based Electrocatalysts"
description: A brief description of the folder contents. The names of the respective folders are given in brackets.

Investigation of the NRR on different CuO(111) surfaces: - on the mixed Cu/O-terminated CuO(111):Cu/O surface (0_CuO_terminated)- on the unreconstructed Cu-terminated CuO(111):Cu surface (1_Cu_terminated_unreconstructed)- on the reconstructed Cu-terminated CuO(111):Cu surface (2_Cu_terminated_reconstructed)- on the mixed Cu/O-terminated CuO(111):Cu/O surface with an O-defect (3_O_defect)- on the mixed Cu/O-terminated CuO(111):Cu/O surface with an Cu-defect (4_Cu_defect)

For each of these surfaces four mechanisms of the NRR were investigated (Alternaing, Distal, Enzymatic, EnzymaticVar):

0_Adsorption:- For each intermediate of the NRR mechanisms different adsorption positions and adsorption geometries were investigated

1_Reactionpathways:- Based on the most stable adsorption structures four reaction pathways were investigated (0_Alternating, 1_Distal, 2_Enzymatic, 3_Enzymatic_Var)- For the most stable adsorption structure of each of the intermediates (0_Adsorption) a frequency analysis was performed (1_ZPE) to calculate the free energies - Subsequently the adsorbate was deleted and another geometry optimization was performed (2_Surface_after_Adsorption)

2_References:- this folder contains the optimization of the respective surface (0_Surface) and the molecules in gas phase (0_N2,1_H2,2_NH3)- For the surface a geometry optimization (0_Geo_Opt) and a single point calculation of the optimized structure (1_SP) was performed- For the molecules a geometry optimization (0_Geo_Opt) and a frequency analysis (1_ZPE) was performed

Additionally some tests were performed (5_Tests) regarding:- the size of the surface (0_Surface_Size)- the EDIFFG setting (1_EDIFFG)- the number of Kpoints (2_KPOINTS)- and the magnetization of the unit cell (3_Mag_cell)
DOI: 10.17631/rd-2025-0018-ddat
title: Not all equal? Exploring secondary school pupils’ journeys, attainment and experiences in an English ‘all-through’ school

description: In state funded schools in England the vast majority of children transition from primary school to secondary school at the age of 11. An all-through school offers pupils primary and secondary education in one setting and therefore has the potential to offer a smoother transition experience.

Embedded within a school with pupils on both an all-through route and a non-all-through route I draw upon my experience as a researcher, teacher and senior leader to report on the pupils’ experiences of transition. This longitudinal ethnographic case study employs a mixed methods approach to compare transition experiences. By utilising a survey questionnaire, a set of pupil interviews across the transition period and the analysis of attainment data, a rich description of the pupils’ transition experience has been obtained and the two transition routes compared.

The survey questionnaire was completed in September 2023 with 132 pupils (54 all-through pupils and 78 non all-through pupils) who each answered 12 questions. 3 of these questions had multiple subquestions leading to the collection of 49 data points for each pupil and therefore 6468 data points. This data was collected with Google Forms which autogenerated a Google Sheet with raw answers. The answers and associated analysis exist as one excel (.xlsx) file titled ‘Transition Survey Data’ totalling 365KB.

Pupil interviews were completed with 10 pupils (5 all-through and 5 non-all-through) at 3 time points across the transition period (July, September and November 2024). Pupils were asked a set of questions from an interview script and the data was transcribed using Otter.ai. The transcribed data was exported to Google Sheets to be analysed. The answers and associated analysis exist as three excel (.xlsx) files titled ‘Preliminal Interview Answers,’ ‘Liminal Interview Answers,’ and ‘Postliminal Interview Answers’ which are 29KB, 18KB and 26KB respectively.

Attainment data for 143 pupils (58 all-through and 85 non-all-through) in six subjects at 3 timepoints across the academic year (October 2023, February 2023 and June 2024) was collected which totalled 7569 pieces of data. The attainment data and associated analysis exist as one excel (.xlsx) file titled ‘Year 7 Attainment Data’ totalling 49KB.
DOI: 10.15468/dl.dr3r63
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sigesbeckia orientalis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037899-250717081556266/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.29634146
title: Supplementary Material for: Evaluating the efficacy of probiotics in the treatment of oral Candida infection: A meta-analysis

description: Objective: This paper aims to assess the impact of probiotics on oral Candida infection using an evidence-based medicine approach. 
Methods: Randomized controlled trials evaluating the efficacy of probiotics in the treatment of oral Candida infection were retrieved from databases including PubMed, Embase, Web of Science, the Cochrane Library, CNKI, VIP Database, Wanfang Database, and China Biomedical Literature Database, up until December 2022. Two researchers independently conducted data extraction and quality assessment. Meta-analysis of the extracted data was performed using the statistical software RevMan 5.4. The study included a total of 12 trials, comprising 4 in English and 8 in Chinese, with 1029 subjects (537 in the experimental group and 492 in the control group). 
Results: Results indicated that probiotics effectively treated oral Candida infection [OR = 7.80, 95% CI (4.78, 12.75), P &lt; 0.001], reduced the detection rate of oral Candida [OR = 0.06, 95% CI (0.01, 0.57), P = 0.01], and lowered the recurrence rate after cure [OR = 0.21, 95% CI (0.12, 0.35), P &lt; 0.001]. These effects were observed in studies using probiotics both with and without antifungal agents, though a more consistent benefit was reported in studies using combination therapy.
Conclusions: Probiotics demonstrated a significant impact on the treatment of oral Candida infection by reducing oral Candida colonization and minimizing recurrence rates post-cure.
DOI: 10.6084/m9.figshare.29634146.v1
title: Supplementary Material for: Evaluating the efficacy of probiotics in the treatment of oral Candida infection: A meta-analysis

description: Objective: This paper aims to assess the impact of probiotics on oral Candida infection using an evidence-based medicine approach. 
Methods: Randomized controlled trials evaluating the efficacy of probiotics in the treatment of oral Candida infection were retrieved from databases including PubMed, Embase, Web of Science, the Cochrane Library, CNKI, VIP Database, Wanfang Database, and China Biomedical Literature Database, up until December 2022. Two researchers independently conducted data extraction and quality assessment. Meta-analysis of the extracted data was performed using the statistical software RevMan 5.4. The study included a total of 12 trials, comprising 4 in English and 8 in Chinese, with 1029 subjects (537 in the experimental group and 492 in the control group). 
Results: Results indicated that probiotics effectively treated oral Candida infection [OR = 7.80, 95% CI (4.78, 12.75), P &lt; 0.001], reduced the detection rate of oral Candida [OR = 0.06, 95% CI (0.01, 0.57), P = 0.01], and lowered the recurrence rate after cure [OR = 0.21, 95% CI (0.12, 0.35), P &lt; 0.001]. These effects were observed in studies using probiotics both with and without antifungal agents, though a more consistent benefit was reported in studies using combination therapy.
Conclusions: Probiotics demonstrated a significant impact on the treatment of oral Candida infection by reducing oral Candida colonization and minimizing recurrence rates post-cure.
DOI: 10.6084/m9.figshare.29634149
title: Supplementary Material for: Angiopausin® and Angiopoietin: Unveiling New Mechanisms in Rosacea Treatment through Kinetic Erythema Analysis with the AAREA® Algorithm

description: Introduction: Non-transient erythema (NTE) is a major feature of rosacea, but its clinical evaluation is subject to human investigator variability. The angiopoietin–TIE2 receptor tyrosine kinase pathway plays a key role in regulating vascular homeostasis, but was previously overlooked as a target for rosacea therapy. Angiopausin® is a patented plant-based ingredient identified through a molecular phytotherapy screening program as a positive inducer of the angiopoietin–TIE2 pathway, which is the “gatekeeper of vascular quiescence”. The objective of this preliminary study was to compare traditional clinical NTE scoring methods with a novel algorithm-assisted approach (AAREA®) aimed at both assessing erythema and exploring the potential scientific interest of analyzing erythema regression patterns in patients with rosacea treated with topical Angiopausin. 
Methods: Data were obtained from the regular follow-up of patients with mild-to-moderate rosacea, monitored as part of the real-world, “homeostasis in chronic facial dermatosis” registry cohort. Patients were managed exclusively with Angiopausin (applied twice daily) for up to 64 weeks. Facial redness was evaluated clinically using the global investigator erythema assessment (IEA) score and compared to data generated using the algorithm-assisted approach using an ANOVA with post-hoc Tukey tests. 
Results: Forty-four patients (9 men, 35 women) were included (average follow-up: 29±3 weeks per patient). Reductions in total IEA scores were observed at week 4 (W4; p&lt;0.05) and through W8 to W64 (p&lt;0.001). Decreases in individual scores were also observed for flushing, NTE and edema (W4 to W64: p&lt;0.001), and telangiectasia (W8 to W32; p&lt;0.001). A high level of agreement (R2= 0.9566) was observed between the clinical IEA scores and the algorithm-assisted approach. The algorithm-assisted approach also provided quantitative data on redness area and intensity, detected early reductions in NTE, and identified distinctive NTE regression patterns.
Conclusion: This study demonstrated the real-world effectiveness of targeting the angiopoietin–TIE2 pathway for managing rosacea, with topical Angiopausin resulting in significant and long-lasting reductions in NTE and other vascular manifestations. It also highlighted how advances in rosacea therapy can be studied by profiling the clinical effects of treatments using artificial intelligence. The AAREA tool provided valuable data for clinical scoring and research into understanding rosacea pathogenesis.