cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30938396
title: Supplementary Material for: The individual relationship between pubertal growth and physical changes of puberty in healthy adolescents

description: Introduction
In healthy adolescents, there is significant inter-individual variation in the dynamics of pubertal growth and in the timing and progression of physical changes of puberty. Our aim was to explore the relationship between pubertal growth and pubertal maturation through an analysis of data from a longitudinal growth study. 

Methods
The Edinburgh growth study included healthy children born between 1972 and 1976 with a birth weight of &gt;2.5kg. Anthropometric measurements and Tanner staging were undertaken twice a year. Total pubertal growth (TPG) was quantified using the QEPS-growth model, which generates an individual growth curve from birth length to adult height (AH). 

Results
157 adolescents were included in analysis (89 boys, 68 girls). In girls, later age at reaching all the stages of breast maturation (B2-B5) was correlated with smaller TPG. Correlation coefficient between B3 and TPG was -0.64, p&lt;0.01. However, there was no correlation with AH (coefficient 0.15, p=0.24). In boys, later age at reaching the later stages of external genitalia maturation (G4-G5) was correlated with smaller TPG. G4 was negatively correlated with TPG (-0.24, p&lt;0.04) but not with AH (0.02, p=0.86). 

Discussion 
We found that the magnitude of the pubertal growth spurt was linked with the age at reaching Tanner landmarks of puberty in girls and boys, however there was no association between the timing of these landmarks and adult height. This new knowledge can provide reassurance for healthy children that the normal variation of pubertal timing does not have a significant influence on expected adult height.
DOI: 10.6084/m9.figshare.30938396.v1
title: Supplementary Material for: The individual relationship between pubertal growth and physical changes of puberty in healthy adolescents

description: Introduction
In healthy adolescents, there is significant inter-individual variation in the dynamics of pubertal growth and in the timing and progression of physical changes of puberty. Our aim was to explore the relationship between pubertal growth and pubertal maturation through an analysis of data from a longitudinal growth study. 

Methods
The Edinburgh growth study included healthy children born between 1972 and 1976 with a birth weight of &gt;2.5kg. Anthropometric measurements and Tanner staging were undertaken twice a year. Total pubertal growth (TPG) was quantified using the QEPS-growth model, which generates an individual growth curve from birth length to adult height (AH). 

Results
157 adolescents were included in analysis (89 boys, 68 girls). In girls, later age at reaching all the stages of breast maturation (B2-B5) was correlated with smaller TPG. Correlation coefficient between B3 and TPG was -0.64, p&lt;0.01. However, there was no correlation with AH (coefficient 0.15, p=0.24). In boys, later age at reaching the later stages of external genitalia maturation (G4-G5) was correlated with smaller TPG. G4 was negatively correlated with TPG (-0.24, p&lt;0.04) but not with AH (0.02, p=0.86). 

Discussion 
We found that the magnitude of the pubertal growth spurt was linked with the age at reaching Tanner landmarks of puberty in girls and boys, however there was no association between the timing of these landmarks and adult height. This new knowledge can provide reassurance for healthy children that the normal variation of pubertal timing does not have a significant influence on expected adult height.
DOI: 10.6084/m9.figshare.30938399
title: Supplementary Material for: Expanding the Clinical Spectrum of RERE-Related Disorders: A Case report of Neurodevelopmental Disorder with Brain Malformations Including Chiari Type I

description: Abstract 
Introduction: Neurodevelopmental disorder with or without anomalies of the brain, eye, or heart (NEDBEH) is a rare genetic condition caused by heterozygous pathogenic variants in the RERE gene, which encodes a transcriptional co-repressor essential for embryonic development. Most reported cases result from de novo variants and show a broad spectrum of neurodevelopmental and structural abnormalities. This report expands the phenotypic spectrum of NEDBEH by describing the first association with a Chiari type I malformation.
Case presentation: We report a 26-year-old Colombian male presenting with global developmental delay, progressive spasticity, mild dysmorphic features and a Chiari type I malformation, a finding not previously linked to RERE variants. Whole-exome sequencing identified a heterozygous de novo missense variant in RERE (NM_001042681.3:c.815A&gt;G; p.Tyr272Cys), initially classified as a variant of uncertain significance but supported as likely pathogenic according to ACMG criteria (PP3, PM2). The RERE gene functions as a retinoic acid–dependent transcriptional cofactor, a pathway critical for hindbrain segmentation and morphogenesis, providing a plausible mechanism for the cerebellar anomaly observed.
Conclusion: This case broadens the clinical spectrum of RERE-related NEDBEH, suggesting potential cerebellar involvement secondary to disrupted retinoic acid signaling. It emphasizes the importance of genomic testing for patients with neurodevelopmental delay and structural brain malformations, enabling accurate diagnosis, genetic counseling, and deeper understanding of rare developmental disorders.
DOI: 10.6084/m9.figshare.30938399.v1
title: Supplementary Material for: Expanding the Clinical Spectrum of RERE-Related Disorders: A Case report of Neurodevelopmental Disorder with Brain Malformations Including Chiari Type I

description: Abstract 
Introduction: Neurodevelopmental disorder with or without anomalies of the brain, eye, or heart (NEDBEH) is a rare genetic condition caused by heterozygous pathogenic variants in the RERE gene, which encodes a transcriptional co-repressor essential for embryonic development. Most reported cases result from de novo variants and show a broad spectrum of neurodevelopmental and structural abnormalities. This report expands the phenotypic spectrum of NEDBEH by describing the first association with a Chiari type I malformation.
Case presentation: We report a 26-year-old Colombian male presenting with global developmental delay, progressive spasticity, mild dysmorphic features and a Chiari type I malformation, a finding not previously linked to RERE variants. Whole-exome sequencing identified a heterozygous de novo missense variant in RERE (NM_001042681.3:c.815A&gt;G; p.Tyr272Cys), initially classified as a variant of uncertain significance but supported as likely pathogenic according to ACMG criteria (PP3, PM2). The RERE gene functions as a retinoic acid–dependent transcriptional cofactor, a pathway critical for hindbrain segmentation and morphogenesis, providing a plausible mechanism for the cerebellar anomaly observed.
Conclusion: This case broadens the clinical spectrum of RERE-related NEDBEH, suggesting potential cerebellar involvement secondary to disrupted retinoic acid signaling. It emphasizes the importance of genomic testing for patients with neurodevelopmental delay and structural brain malformations, enabling accurate diagnosis, genetic counseling, and deeper understanding of rare developmental disorders.
DOI: 10.15468/dl.sss62m
title: Occurrence Download

description: A dataset containing 37387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strix nebulosa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 37387 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063600-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cdar6
title: Occurrence Download

description: A dataset containing 57885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -25.914722",
 "DecimalLatitude is less than or equal to -20.914722",
 "DecimalLongitude is greater than or equal to -65.0",
 "DecimalLongitude is less than or equal to -60.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 57885 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063591-251120083545085/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.30938354
title: Code and processed data for: Kripal Singh, Chaeho Byun comment on Biotic resistance across a nutrient gradient in experimental wetland mesocosms

description: This record contains R scripts and processed datasets used to reproduce the analyses, tables, and figures reported in the manuscript “Biotic resistance across a nutrient gradient in experimental wetland mesocosms: Comment”. A README file inside the package provides run order and package requirements. No new raw data were generated; source data are available in the original archive cited in the manuscript. This record is the archival location for the code and processed data.<b>README.md</b>Replication guide describes file structure, required R packages, and the run order to reproduce analyses, tables, and figures reported in the manuscript.<b>typha_dominance_models.R</b>R script to fit dominance-structured statistical models and generate model outputs used in the manuscript (including coefficients and predicted values).<b>dominance_model_coefficients.csv</b>Model coefficient table exported from the dominance-structured models (output from typha_dominance_models.R) used for reporting results.<b>typha_tank_level_processed.csv</b>Processed tank-level dataset used as input for dominance-structured models (cleaned/derived from the original archive; analysis-ready format).<b>typha_taxon_biomass_processed.csv</b>Processed taxon/biomass dataset used for dominance and composition calculations; analysis-ready input for model scripts.<b>typha_dominance_index_by_tank.csv</b>Derived dominance index values calculated per tank from processed biomass/taxon data; used as predictor/response in dominance analyses.<b>predictions_mean_nutrient.csv</b>Predicted values at mean nutrient conditions used to reproduce the manuscript’s prediction panel(s); exported output for figure generation.<b>variance_partitioning_typeII.csv</b>Type-II/variance partitioning summary (percent explained by terms) used in the manuscript’s variance partitioning panel/table.<b>typha_site_context_models.R</b>R script for site-context / interaction models (e.g., site × competition and related terms) and associated summaries reported in the manuscript.<b>typha_misclassification_simulations.R</b>R script to run misclassification simulation scenarios and summarize impacts on key results; reproduces simulation outputs reported in Appendix S2/S3.<b>misclassification_simulation_results.csv</b>Results table from misclassification simulations (output from typha_misclassification_simulations.R), used for reporting/plots in the appendices.
DOI: 10.6084/m9.figshare.30938354.v1
title: Code and processed data for: Kripal Singh, Chaeho Byun comment on Biotic resistance across a nutrient gradient in experimental wetland mesocosms

description: This record contains R scripts and processed datasets used to reproduce the analyses, tables, and figures reported in the manuscript “Biotic resistance across a nutrient gradient in experimental wetland mesocosms: Comment”. A README file inside the package provides run order and package requirements. No new raw data were generated; source data are available in the original archive cited in the manuscript. This record is the archival location for the code and processed data.<b>README.md</b>Replication guide describes file structure, required R packages, and the run order to reproduce analyses, tables, and figures reported in the manuscript.<b>typha_dominance_models.R</b>R script to fit dominance-structured statistical models and generate model outputs used in the manuscript (including coefficients and predicted values).<b>dominance_model_coefficients.csv</b>Model coefficient table exported from the dominance-structured models (output from typha_dominance_models.R) used for reporting results.<b>typha_tank_level_processed.csv</b>Processed tank-level dataset used as input for dominance-structured models (cleaned/derived from the original archive; analysis-ready format).<b>typha_taxon_biomass_processed.csv</b>Processed taxon/biomass dataset used for dominance and composition calculations; analysis-ready input for model scripts.<b>typha_dominance_index_by_tank.csv</b>Derived dominance index values calculated per tank from processed biomass/taxon data; used as predictor/response in dominance analyses.<b>predictions_mean_nutrient.csv</b>Predicted values at mean nutrient conditions used to reproduce the manuscript’s prediction panel(s); exported output for figure generation.<b>variance_partitioning_typeII.csv</b>Type-II/variance partitioning summary (percent explained by terms) used in the manuscript’s variance partitioning panel/table.<b>typha_site_context_models.R</b>R script for site-context / interaction models (e.g., site × competition and related terms) and associated summaries reported in the manuscript.<b>typha_misclassification_simulations.R</b>R script to run misclassification simulation scenarios and summarize impacts on key results; reproduces simulation outputs reported in Appendix S2/S3.<b>misclassification_simulation_results.csv</b>Results table from misclassification simulations (output from typha_misclassification_simulations.R), used for reporting/plots in the appendices.
DOI: 10.5281/zenodo.18028631
title: Dataset and Statistical Output: Financial Barriers and Depression among Florida Hispanics (2022-2023)

description: This repository contains the raw data extracts and statistical analytical outputs supporting the manuscript titled: "The Mental Cost of Insolvency: Financial Barriers and Depression among Florida Hispanics."

Methodology:

The study utilizes aggregated data from the Florida Behavioral Risk Factor Surveillance System (BRFSS). The analysis focuses on a pooled cross-sectional sample of Hispanic adults (n=2,543) spanning the years 2022 and 2023.

Files included in this repository:

1. Raw_Data_Source_BRFSS_FL_2022_2023.pdf





Content: Direct output from the Florida Health Charts query system (CDC/BRFSS).




Note: The representative population analysis cited in the manuscript (Weighted Row %) specific to the Hispanic demographic is located on Page 3.



2. Statistical_Output_EPIDAT.pdf





Content: Analytical report generated using EPIDAT 3.1 software.




Methodology Note: This report provides unweighted statistical estimates (Odds Ratio: 1.92; Attributable Fraction: 41.3%) as a conservative internal sensitivity analysis. These findings confirm the direction and magnitude of the association observed in the weighted population data.



3. Analytical_Calculations_Summary.xlsx





Content: Excel containing the tabulated raw counts, active formulas used for the population impact estimation, and a comparative summary of weighted vs. unweighted risk estimates.
DOI: 10.34740/kaggle/dsv/14264007
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18028584
title: The Continuous Photon Stream: A Rigorous Conceptual Framework for Delayed Live Broadcasting in Astronomical Observations

description: This manuscript presents a theoretical framework reconceptualizing light propagation in astronomical observations as a continuous photon stream'' (CPS), analogous to a delayed live broadcast, rather than discrete static snapshots. We challenge the conventional view of merely observing the past'' by emphasizing the retention of temporal continuity, phase coherence, and evolutionary fidelity in observations, despite finite propagation delays. Through mathematical derivations, reproducible Python simulations based on empirical variability data from Alpha Centauri, global sensitivity analyses using Sobol indices, Bayesian inference for parameter estimation and uncertainty quantification, Monte Carlo uncertainty propagation, and explicit falsifiability criteria grounded in Popperian epistemology, we validate the framework's scientific rigor and empirical testability. Enhanced by TikZ diagrams illustrating spatiotemporal connectivity, comparative tables highlighting paradigmatic shifts, and citations from peer-reviewed journals and verified arXiv preprints with DOIs and URLs, this work integrates quantum optics, relativistic astrophysics, and information theory. A structured, falsifiable roadmap from theoretical validation to potential instrumentation development is provided, upholding standards of credibility, depth, specificity, and methodological precision.
DOI: 10.5281/zenodo.18028583
title: The Continuous Photon Stream: A Rigorous Conceptual Framework for Delayed Live Broadcasting in Astronomical Observations

description: This manuscript presents a theoretical framework reconceptualizing light propagation in astronomical observations as a continuous photon stream'' (CPS), analogous to a delayed live broadcast, rather than discrete static snapshots. We challenge the conventional view of merely observing the past'' by emphasizing the retention of temporal continuity, phase coherence, and evolutionary fidelity in observations, despite finite propagation delays. Through mathematical derivations, reproducible Python simulations based on empirical variability data from Alpha Centauri, global sensitivity analyses using Sobol indices, Bayesian inference for parameter estimation and uncertainty quantification, Monte Carlo uncertainty propagation, and explicit falsifiability criteria grounded in Popperian epistemology, we validate the framework's scientific rigor and empirical testability. Enhanced by TikZ diagrams illustrating spatiotemporal connectivity, comparative tables highlighting paradigmatic shifts, and citations from peer-reviewed journals and verified arXiv preprints with DOIs and URLs, this work integrates quantum optics, relativistic astrophysics, and information theory. A structured, falsifiable roadmap from theoretical validation to potential instrumentation development is provided, upholding standards of credibility, depth, specificity, and methodological precision.
DOI: 10.15468/dl.5dvux9
title: Occurrence Download

description: A dataset containing 467583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GenusKey is Tragopogon",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 467583 records from 2730 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063595-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4atejj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea epistephioides Taub."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154083-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dt2r19
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Issue is Geodetic datum assumed WGS84",
 "Year 1990-2005",
 "HasCoordinate is true",
 "TaxonKey is Swartzia madagascariensis Desv.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014482-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcwvbh
title: Occurrence Download

description: A dataset containing 4449 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis auratus Daudin, 1802"
 ]
}

 The dataset includes 4449 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012749-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6u7a9c
title: Occurrence Download

description: A dataset containing 2320 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calosoma sycophanta (Linnaeus, 1758)"
 ]
}

 The dataset includes 2320 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081372-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwkn04
title: Occurrence Download

description: A dataset containing 43948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Alectoris chukar (J.E.Gray, 1830)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43948 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014491-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksm5bd
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta rostrata Shuttlew. ex Engelm. & A.Gray"
 ]
}

 The dataset includes 337 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015005-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9w7nwk
title: Occurrence Download

description: A dataset containing 554 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus miliifolius Poepp. & Kunth"
 ]
}

 The dataset includes 554 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154085-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jsajb
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Draba cacuminum E.Ekman",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 278 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081369-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfxmab
title: Occurrence Download

description: A dataset containing 10479863 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Anas platyrhynchos Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10479863 records from 1014 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014494-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.