cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17873570
title: Sex Differences in Pituitary Disorders: A Multidimensional Conceptual and Computational Framework for Enhanced Diagnostic and Therapeutic Protocols

description: Pituitary disorders, encompassing a spectrum of adenomas and functional disruptions, exhibit profound sex-specific disparities in epidemiology, clinical presentation, diagnostic delays, and therapeutic outcomes. This conceptual manuscript integrates epidemiological evidence, mathematical modeling, computational simulations, Bayesian inference, sensitivity analyses, and uncertainty quantification to delineate these differences rigorously. Drawing on real-world data from peer-reviewed sources, we propose a personalized framework for sex-stratified screening, diagnosis, and long-term management. A semi-mechanistic ordinary differential equation (ODE) model of the hypothalamic-pituitary-adrenal (HPA) axis captures sex-dimorphic dynamics, with Python-based simulations (reproducible via provided code) demonstrating elevated cortisol levels in females due to heightened adrenal sensitivity and attenuated negative feedback. Bayesian analysis yields a posterior mean difference in mean cortisol of 1.36 (95% CI: 1.33--1.40), underscoring statistical robustness. Sensitivity to adrenal sensitivity parameter (k_cort) reveals linear amplification of cortisol output, while uncertainty propagation highlights greater variability in females (std = 0.45 vs. 0.25 in males). Falsifiability is embedded through null hypothesis testing (p = 1.51 × 10^{-66}). This framework advocates for WHO-aligned sex- and gender-sensitive protocols to mitigate morbidity and mortality, supported by high-fidelity TikZ visualizations and comparative tables. By bridging clinical disparities with computational precision, this work establishes a foundational paradigm for equitable endocrinology, poised to transform personalized care in pituitary medicine and withstand empirical scrutiny through its transparent, replicable methodology.Keywords: Pituitary disorders, sex differences, HPA axis, ODE modeling, Bayesian inference, sensitivity analysis, personalized medicine
DOI: 10.15468/dl.w2cdvp
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rotala elatinoides",
 "Continent is Africa"
 ]
}

 The dataset includes 62 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042790-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bjvbm
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((18.824891 -32.682450, 18.819156 -32.638711, 18.762933 -32.638711, 18.768651 -32.682450, 18.824891 -32.682450))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 215 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042789-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzr675
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophelia rullieri",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042791-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7htq8j
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sedum praealtum"
 ]
}

 The dataset includes 110 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042792-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/vre7rq
title: PAN-00172769 - rudder head

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00172769&lt;/p&gt;
description: Modified: 2025-06-09T13:58:48+02:00
DOI: 10.15468/dl.whymsj
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Selenicereus ocamponis"
 ]
}

 The dataset includes 47 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042793-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sq34dv
title: Occurrence Download

description: A dataset containing 1766 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontaster validus"
 ]
}

 The dataset includes 1766 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042794-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17182/hepdata.43050.v1/t1
title: "Table 1" of "Inclusive jet cross-section at s**(1/2) = 1.8-TeV"

description: DATA FOR CONE SIZE=0.4.
description: PRELIMINARY DATA. DATA FOR VARIOUS CONE SIZE (SQRT(DEL(ETA)**2+DEL(PHI)**2)) OF JET ARE PRESENTED.
DOI: 10.17182/hepdata.43050.v1/t2
title: "Table 2" of "Inclusive jet cross-section at s**(1/2) = 1.8-TeV"

description: DATA FOR CONE SIZE=0.7.
description: PRELIMINARY DATA. DATA FOR VARIOUS CONE SIZE (SQRT(DEL(ETA)**2+DEL(PHI)**2)) OF JET ARE PRESENTED.
DOI: 10.17182/hepdata.43050.v1/t3
title: "Table 3" of "Inclusive jet cross-section at s**(1/2) = 1.8-TeV"

description: DATA FOR CONE SIZE=1.0.
description: PRELIMINARY DATA. DATA FOR VARIOUS CONE SIZE (SQRT(DEL(ETA)**2+DEL(PHI)**2)) OF JET ARE PRESENTED.
DOI: 10.57783/znnf-m473
title: LibreChat
DOI: 10.5441/001/1.645
title: Data from: Study "GPS tracking of Peruvian boobies"

description: Foraging movements are commonly driven by both extrinsic (e.g. climate or food availability) and intrinsic (e.g. breeding status or nutritional state) factors. In the Humboldt Current System (HCS), a highly productive upwelling system, Peruvian boobies (Sula variegata) and guanay cormorants (Phalacrocorax bougainvillii), are the most abundant guano seabirds. They prey mainly on Peruvian anchovy (Engraulis ringens), a cold-water fish species whose availability decreases during El Niño events (warmer conditions). We studied the relationship between extrinsic and intrinsic factors linked with foraging movements by means of biologging and analysis of metabolites, which reflect the nutritional states of both species during two contrasting breeding seasons (2018 [warm, high nest abandonment]; 2019 [normal, low nest abandonment]) at Guañape Norte Island, Peru (8°32’02.0"S 78°57’47.0"W). Peruvian boobies traveled greater distances on average (69.7 +/- 2.90 km) than guanay cormorants (50.5 +/- 2.13 km). Mean foraging trip duration for both species was greater during the warmer year (2.63 h +/- 0.15 in 2018 vs. 1.97 h +/- 0.1 in 2019), as expected due to reduced prey availability. Ketone concentrations were lower in boobies during the warm year, and cholesterol concentrations decreased with search effort. We conclude that Peruvian seabirds respond to warming of the HCS by increasing foraging effort, which is strongly linked to their nutritional status. Therefore, these warming effects on the system may be detrimental for population recovery in the long-term and need to be addressed in conservation planning such as protected area delimitation and fisheries management during the breeding season.
DOI: 10.15468/dl.tg4eat
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rotala gossweileri",
 "Continent is Africa"
 ]
}

 The dataset includes 83 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042795-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5441/001/1.646
title: Data from: Study "GPS tracking of guanay cormorants"

description: Foraging movements are commonly driven by both extrinsic (e.g. climate or food availability) and intrinsic (e.g. breeding status or nutritional state) factors. In the Humboldt Current System (HCS), a highly productive upwelling system, Peruvian boobies (Sula variegata) and guanay cormorants (Phalacrocorax bougainvillii), are the most abundant guano seabirds. They prey mainly on Peruvian anchovy (Engraulis ringens), a cold-water fish species whose availability decreases during El Niño events (warmer conditions). We studied the relationship between extrinsic and intrinsic factors linked with foraging movements by means of biologging and analysis of metabolites, which reflect the nutritional states of both species during two contrasting breeding seasons (2018 [warm, high nest abandonment]; 2019 [normal, low nest abandonment]) at Guañape Norte Island, Peru (8°32’02.0"S 78°57’47.0"W). Peruvian boobies traveled greater distances on average (69.7 +/- 2.90 km) than guanay cormorants (50.5 +/- 2.13 km). Mean foraging trip duration for both species was greater during the warmer year (2.63 h +/- 0.15 in 2018 vs. 1.97 h +/- 0.1 in 2019), as expected due to reduced prey availability. Ketone concentrations were lower in boobies during the warm year, and cholesterol concentrations decreased with search effort. We conclude that Peruvian seabirds respond to warming of the HCS by increasing foraging effort, which is strongly linked to their nutritional status. Therefore, these warming effects on the system may be detrimental for population recovery in the long-term and need to be addressed in conservation planning such as protected area delimitation and fisheries management during the breeding season.
DOI: 10.15468/dl.qrjk3u
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophelia verrilli",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042796-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhsgkx
title: Occurrence Download

description: A dataset containing 517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((18.214049 -32.770641, 18.207557 -32.719640, 18.141986 -32.719640, 18.148453 -32.770641, 18.214049 -32.770641))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 517 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042797-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvh62p
title: Occurrence Download

description: A dataset listing the 17637 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is New Zealand",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 17637 records were derived from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042784-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh2kpd
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Selenicereus undatus"
 ]
}

 The dataset includes 295 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042798-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/yfgsip
title: PAN-00104702 - stone axe

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00104702&lt;/p&gt;
description: Modified: 2025-08-27T11:20:20+02:00
DOI: 10.6084/m9.figshare.30843473
title: <b>Examples of prompts entered and outputs generated in DeepSeek for Civil Engineering Research</b>

description: The file contains some examples of prompts, outcomes, and iterations given to the DeepSeek LLM to support the qualitative analysis of the assessment practices of a group of Engineering teachers at UNAH.
DOI: 10.6084/m9.figshare.30843473.v1
title: <b>Examples of prompts entered and outputs generated in DeepSeek for Civil Engineering Research</b>

description: The file contains some examples of prompts, outcomes, and iterations given to the DeepSeek LLM to support the qualitative analysis of the assessment practices of a group of Engineering teachers at UNAH.
DOI: 10.15468/dl.zc7zmw
title: Occurrence Download

description: A dataset containing 64456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((35.073 32.86219, 35.06189 32.86219, 35.05763 32.8449, 35.04652 32.8449, 35.0444 32.83626, 35.03328 32.83626, 35.03116 32.82762, 35.00893 32.82762, 35.01105 32.83626, 34.98882 32.83626, 34.99094 32.8449, 34.97983 32.8449, 34.97771 32.83626, 34.96659 32.83626, 34.95548 32.83626, 34.9449 32.79306, 34.95601 32.79306, 34.95178 32.77578, 34.96289 32.77578, 34.95867 32.7585, 34.96977 32.7585, 34.96766 32.74987, 34.97877 32.74987, 34.98088 32.7585, 34.99199 32.7585, 34.9941 32.76714, 35.03854 32.76714, 35.03643 32.7585, 35.04753 32.7585, 35.05864 32.7585, 35.06076 32.76714, 35.04965 32.76714, 35.05389 32.78442, 35.065 32.78442, 35.06712 32.79306, 35.10045 32.79306, 35.11157 32.79306, 35.11369 32.8017, 35.1248 32.8017, 35.12906 32.81898, 35.10683 32.81898, 35.10896 32.82762, 35.09784 32.82762, 35.10848 32.87083, 35.09737 32.87083, 35.10376 32.89676, 35.09264 32.89676, 35.09691 32.91404, 35.08579 32.91404, 35.073 32.86219))",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 64456 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042753-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17873491
title: U.S. Cell Tower Rent Rate Index

description: Official dataset for U.S. Cell Tower Rent Rate Index. Maintain by Vertical Consultants and developed by Cell Tower Ai.

Abstract The U.S. Cell Tower Rent Rate Index is the authoritative benchmark for tracking cell tower lease rates across the United States. This dataset provides granular, time-series data reflecting market trends, regional variances, and lease valuation shifts in the telecommunications infrastructure sector.

Official Source & Updates While this repository serves as the permanent digital archive, the most current data, full methodology, and real-time insights are maintained by Vertical Consultants and Cell Tower AI.





Official Repository: [Insert Link to Your Website Page Here]




Primary Author: Hugh Odom




Publisher: Vertical Consultants



Data Scope This dataset includes rent rate indices segmented by:





Geographic Region (Northeast, South, Midwest, West)




Asset Class (Tower vs. Rooftop)




[Add any other major columns here, e.g., "Population Density" or "Year-over-Year Growth"]



Usage & Citation This data is made available for academic research, market analysis, and economic modeling. Users are encouraged to cite this dataset using the DOI provided on this page.

License: CC-BY 4.0
DOI: 10.5281/zenodo.17873490
title: U.S. Cell Tower Rent Rate Index

description: Official dataset for U.S. Cell Tower Rent Rate Index. Maintain by Vertical Consultants and developed by Cell Tower Ai.

Abstract The U.S. Cell Tower Rent Rate Index is the authoritative benchmark for tracking cell tower lease rates across the United States. This dataset provides granular, time-series data reflecting market trends, regional variances, and lease valuation shifts in the telecommunications infrastructure sector.

Official Source & Updates While this repository serves as the permanent digital archive, the most current data, full methodology, and real-time insights are maintained by Vertical Consultants and Cell Tower AI.





Official Repository: [Insert Link to Your Website Page Here]




Primary Author: Hugh Odom




Publisher: Vertical Consultants



Data Scope This dataset includes rent rate indices segmented by:





Geographic Region (Northeast, South, Midwest, West)




Asset Class (Tower vs. Rooftop)




[Add any other major columns here, e.g., "Population Density" or "Year-over-Year Growth"]



Usage & Citation This data is made available for academic research, market analysis, and economic modeling. Users are encouraged to cite this dataset using the DOI provided on this page.

License: CC-BY 4.0
DOI: 10.15468/dl.ae7gje
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Senecio albonervius"
 ]
}

 The dataset includes 114 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042800-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9fcjy
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rotala mexicana",
 "Continent is Africa"
 ]
}

 The dataset includes 80 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042801-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhnxmw
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Senecio heracleifolius"
 ]
}

 The dataset includes 46 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042802-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbk52b
title: Occurrence Download

description: A dataset containing 34431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Crassula helmsii, Lithobates catesbeianus, Misgurnus mohoity, Myriophyllum aquaticum, Procambarus clarkii, Procambarus virginalis, Xenopus laevis, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 34431 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042799-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exhk8t
title: Occurrence Download

description: A dataset containing 1713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((18.237775 -32.873560, 18.231744 -32.826433, 18.171135 -32.826433, 18.177146 -32.873560, 18.237775 -32.873560))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1713 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042803-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.946135
title: Age model of a sediment core KX21-2

description: The core KX21-2 collected on the Ontong Java Plateau (downcore profile over the past 380 ka).
DOI: 10.1594/pangaea.957701
title: Benthic isotopes of Knapps Narrows sediment core from the Eastern Shore of Maryland
DOI: 10.1594/pangaea.971573
title: Ostracod abundances of sediment core CADKS24
DOI: 10.15468/dl.a5q6e8
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orbinia americana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 53 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042804-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.811362
title: (Table S3) Relative abundance of coccolithophora in sapropel S1 of ODP Hole 160-964B, smear slide counts
DOI: 10.1594/pangaea.971574
title: Ostracod abundances of sediment core MD99-2337
DOI: 10.1594/pangaea.957705
title: Magnetic workbook of Knapps Narrows sediment core from the Eastern Shore of Maryland
DOI: 10.1594/pangaea.957704
title: Geophysical measurements of Knapps Narrows sediment core from the Eastern Shore of Maryland

description: Stepwise thermal demagnetization in an ASC Model TD 48-SC thermal demagnetizer was applied to the samples followed by measurement on a three axis 2G Enterprises 755 superconducting rock magnetometer
DOI: 10.1594/pangaea.961695
title: Silicon isotopic compositions of sediments from major rivers surrounding the South China Sea

description: This dataset includes silicon isotopic compositions of δ30Si and δ29Si of 26 argillaceous sediment samples (including 20 bulk samples and 6 clay-fraction samples) from 13 major rivers located in seven regions surrounding the South China Sea. The samples were collected during 2004-2009. Si isotope measurements were performed on a Neptune MC-ICP-MS at the State Key Laboratory of Continental Dynamics, Northwest University (China). Each sample was analyzed three to four times during each analytical session. The precision and accuracy of measurements were referenced to the results of standard and replicated samples. The repeated measurements of BHVO-2 and AGV-2 gave average δ30Si values of −0.26 ± 0.07‰ (2SD, n = 9) and −0.13 ± 0.05‰ (2SD, n = 3), respectively.
description: Further funding:* UNESCO/IOC Sub-Commission for the Western Pacific (WESTPAC), Award: FluSed
DOI: 10.1594/pangaea.905086
title: Carbonate content of core GIK18383-3 in the southwestern South China Sea
DOI: 10.1594/pangaea.909739
title: S1: Bulk rock carbon- and oxygen-isotope ratios, calcium carbonate content, magnetic susceptibility and clay mineral assemblages of the Vergol composite section