cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28500674
title: <b>Geodynamics of long-term Indian continental subduction and indentation at the India-Eurasia collision zone</b>

description: The ongoing convergence between India and Eurasia has been a long-term process marked by a significant reduction in convergence velocity, from about 15-20 cm/year to 4–5 cm/year about 50 million years ago. Previous studies attribute the continued convergence to external forces such as ridge push, and the slowdown to the onset of continental collision that formed the Himalaya. This study examines the reasons behind the convergence and slowdown through laboratory experiments that simulate subduction and collision at the India-Eurasia-Sunda collision-subduction zone under various conditions for the mantle viscosity. Three experiments were conducted, each with a different viscosity change at Earth's upper-lower mantle boundary. The results indicate that a very high lower mantle viscosity leads to a deceleration of the sinking slab when it reaches 660 kilometers depth. In contrast, reduced lower mantle viscosity conditions result in deceleration during the start of continental (India) subduction. Findings suggest that a higher lower mantle viscosity increases the deceleration, reduces convergence rates, and increases Asian deformation. Ultimately, the study concludes that the downward forces from the negative buoyancy of the subducting slab segments and the mantle flow triggered by the movement of the subducting slab significantly contribute to the long-term convergence and deformation.
DOI: 10.6084/m9.figshare.28500674.v1
title: <b>Geodynamics of long-term Indian continental subduction and indentation at the India-Eurasia collision zone</b>

description: The ongoing convergence between India and Eurasia has been a long-term process marked by a significant reduction in convergence velocity, from about 15-20 cm/year to 4–5 cm/year about 50 million years ago. Previous studies attribute the continued convergence to external forces such as ridge push, and the slowdown to the onset of continental collision that formed the Himalaya. This study examines the reasons behind the convergence and slowdown through laboratory experiments that simulate subduction and collision at the India-Eurasia-Sunda collision-subduction zone under various conditions for the mantle viscosity. Three experiments were conducted, each with a different viscosity change at Earth's upper-lower mantle boundary. The results indicate that a very high lower mantle viscosity leads to a deceleration of the sinking slab when it reaches 660 kilometers depth. In contrast, reduced lower mantle viscosity conditions result in deceleration during the start of continental (India) subduction. Findings suggest that a higher lower mantle viscosity increases the deceleration, reduces convergence rates, and increases Asian deformation. Ultimately, the study concludes that the downward forces from the negative buoyancy of the subducting slab segments and the mantle flow triggered by the movement of the subducting slab significantly contribute to the long-term convergence and deformation.
DOI: 10.15468/dl.j58k3e
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-104.09014 16.47286,-88.5448 18.30866,-99.16044 30.12547,-116.74412 31.90191,-104.09014 16.47286))",
 "HasGeospatialIssue is false",
 "TaxonKey is Agave salmiana salmiana"
 ]
}

 The dataset includes 57 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020038-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tzk5ncrvw9.1
title: Retrofits and Revisions: How Evolutionary Theory Fails the Test of Predictive Science

description: The gold standard of science is prediction. If a theory can’t make testable, risky forecasts—and if it consistently fails when put to the test—then it doesn’t deserve the title of science.

Evolution has been presented as biology’s untouchable framework… but history reveals a long trail of failed predictions, retroactive just-so stories, and an inability to generate genuinely novel structures through its core mechanism of mutation and selection.

Meanwhile, the Young Earth Creationist (YEC) model—dismissed by many as unscientific—has quietly built a track record of making specific, accurate predictions:
✅ Genetic similarity across “distant” organisms
✅ Hierarchical clustering of kinds
✅ Mutation rates that match a recent origin
✅ Limits to beneficial mutations
✅ Functional “junk DNA” (ERVs, regulatory networks, Hox clusters, etc.)
✅ Rapid speciation and founder effects
✅ Unity of the human race

And the results? Time and again, data aligns with YEC predictions—while evolutionary theory scrambles to retrofit explanations after the fact.

 In this study, we put the predictions of both models head-to-head across genetics, development, and population biology. The verdict is striking: creation’s design-based framework repeatedly outperforms evolution’s story-driven narrative.

From “junk DNA” turning out functional, to mutation rates exposing hard limits, to the stubborn absence of macroevolutionary innovation—modern evidence is shouting what many scientists won’t admit: the Darwinian framework is crumbling.

Even insiders acknowledge it:

“For what good is a theory that is guaranteed to agree with all conceivable observations? …Is that not exactly the situation with Darwinism?” — Richard Lewontin, Harvard Geneticist

“Nearly all the evolutionary stories I learned as a student… have now been debunked.” — Derek Ager, Imperial College, London

📖 As Dr. Richard Bliss once put it:
“The miracles required to make evolution feasible are far greater in number and far harder to believe than the miracle of creation.”

⚡ It’s time to put predictions on trial.
⚡ It’s time to ask hard questions about falsifiability.
⚡ It’s time to reconsider which model really explains the data.

Dive in and see why the evidence doesn’t just challenge evolution—it points to creation as the better scientific model.
DOI: 10.17632/gmyt9wrgst.2
title: Topological data analysis and Network analysis approach for sustainable mobility in cities

description: Data Description
This dataset contains detailed information on urban network structures and socio-demographic variables for 65 cities across various continents for the year 2023. The data were collected and processed to explore the relationship between network topology and urban mobility readiness (UMRi). The dataset includes key metrics such as graph entropy, node degree, clustering coefficient, graph diameter, GDP per capita, population density, and more.

The dataset is organized into multiple columns representing both network-derived variables and socio-economic indicators. The primary objective of this dataset is to provide a comprehensive basis for analyzing how urban network structures influence mobility efficiency and sustainability in cities worldwide.

Researchers and urban planners can use this dataset to further explore the complex dynamics of urban mobility and develop strategies for improving transportation systems in growing urban areas. The data are provided in a structured format, suitable for use in statistical software and network analysis tools.

Main Source primary data: https://www.oliverwymanforum.com/mobility/urban-mobility-readiness-index.html

A paper (in revision stage!) is included in this dataset for a general introduction, aims and scope. The full citation for that is:

Herrera-Acevedo, D. D., & Sierra-Porta, D. (2025). Network structure and urban mobility sustainability: A topological analysis of cities from the urban mobility readiness index. Sustainable Cities and Society, 119, 106076.

Reproducibility:
For transparency and reproducibility, all scripts and notebooks used in the data collection and processing are openly available in the Mendeley Data repository. The repository includes (i) an executable Python script (Network.py) that retrieves the street networks from OpenStreetMap via OSMnx and stores them in .graphml and .npy formats, and (ii) a Jupyter notebook (Preparing_data_v2.ipynb) that implements NetworkX and igraph functions to compute the topological metrics reported in this article. All analyses were performed in Python 3.11.4, using OSMnx 1.3.0, NumPy 1.25.2, NetworkX 3.2.1, igraph 0.10.8, Pandas 2.0.3, and joblib 1.3.2 for parallelization. Parameterization followed default values unless otherwise specified, e.g., Louvain community detection was executed with resolution parameter γ = 1.0. Users are referred to the repository’s README file for detailed instructions and environment specifications.
DOI: 10.15468/dl.wcxg42
title: Occurrence Download

description: A dataset containing 808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Canada, United States of America)",
 "DatasetKey is one of (Illinois Natural History Survey Insect Collection, iNaturalist Research-grade Observations, International Barcode of Life project (iBOL), BugGuide - Identification, Images, & Information For Insects, Spiders & Their Kin For the United States & Canada)",
 "TaxonKey is Paraphlepsius irroratus"
 ]
}

 The dataset includes 808 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020042-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcva2c
title: Occurrence Download

description: A dataset containing 504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Canada, United States of America)",
 "DatasetKey is one of (Illinois Natural History Survey Insect Collection, iNaturalist Research-grade Observations, BugGuide - Identification, Images, & Information For Insects, Spiders & Their Kin For the United States & Canada)",
 "OccurrenceStatus is Present",
 "TaxonKey is Scaphytopius acutus"
 ]
}

 The dataset includes 504 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020044-250827131500795/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.29260397
title: HIS Ranking data and topsis.xlsx

description: This study evaluated and ranked Hospital Information Systems (HIS) in teaching hospitals affiliated with Hamadan University of Medical Sciences, Iran. A cross-sectional design was employed, evaluating three HIS systems (PARDAZESHGARAN, SAYAN, and RAYAVARAN). Eight key criteria—technical quality, software quality, support quality, workflow support quality, output quality, cost, user satisfaction, and interdepartmental communication quality—were considered. Criterion weights were determined through expert consultation. The Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method was used to rank the HIS systems. Results indicated that cost and output quality were assigned the highest weights. The PARDAZESHGARAN system was ranked first, followed by SAYAN and RAYAVARAN. While this study provides insights into HIS evaluation in this context, <b>limitations related to the sample size should be considered.</b>
DOI: 10.6084/m9.figshare.29260397.v1
title: HIS Ranking data and topsis.xlsx

description: This study evaluated and ranked Hospital Information Systems (HIS) in teaching hospitals affiliated with Hamadan University of Medical Sciences, Iran. A cross-sectional design was employed, evaluating three HIS systems (PARDAZESHGARAN, SAYAN, and RAYAVARAN). Eight key criteria—technical quality, software quality, support quality, workflow support quality, output quality, cost, user satisfaction, and interdepartmental communication quality—were considered. Criterion weights were determined through expert consultation. The Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method was used to rank the HIS systems. Results indicated that cost and output quality were assigned the highest weights. The PARDAZESHGARAN system was ranked first, followed by SAYAN and RAYAVARAN. While this study provides insights into HIS evaluation in this context, <b>limitations related to the sample size should be considered.</b>
DOI: 10.15468/dl.q755nj
title: Occurrence Download

description: A dataset containing 18905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Epilobium tetragonum tetragonum"
 ]
}

 The dataset includes 18905 records from 306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020040-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17039667
title: Dataset of Operational Industrial Integrated Energy Systems: PRISMA-ScR Evidence Map (2015–2025)
DOI: 10.5281/zenodo.17039666
title: Dataset of Operational Industrial Integrated Energy Systems: PRISMA-ScR Evidence Map (2015–2025)
DOI: 10.17632/bxw23pcwfh.2
title: The Effect of Retail Chain Expansions on Local Small Businesses: The Case of Dollar General in Florida

description: This repository contains the necessary files and instructions to replicate the results presented in the paper "The Effect of Retail Chain Expansions on Local Small Businesses: The Case of Dollar General in Florida". The paper uses difference-in-difference methods and staggered event models to explore the impact of opening a Dollar General on neighboring small firms in Florida. This repository provides the code scripts to reproduce the findings.

Data Availability Statement

The primary dataset used for this analysis is the National Establishment Time-Series (NETS) Database, which is a proprietary product of Walls & Associates.

Data Access: Under our data use agreement, we are prohibited from redistributing the raw dataset. For this reason, the data files are not included in this repository. Researchers seeking to use the NETS database must license it directly from the provider.

Replication Materials: To ensure transparency and facilitate replication, we have included all R scripts used for data processing, statistical analysis, and the generation of all figures and tables. We believe these materials will allow any researcher with access to the data to fully replicate our findings.
DOI: 10.17632/jwcrpms4z4
title: Virus del papiloma humano y su correlación con lesiones cervicouterinas. Caribe colombiano.

description: Resumen: Antecedentes/Objetivos: El virus del papiloma humano (VPH) es la principal causa de cáncer de cuello uterino. Este estudio tuvo como objetivo determinar la pre-valencia del VPH y su asociación con lesiones cervicales precancerosas en mujeres del Caribe colombiano, en el contexto de la implementación de una nueva guía de práctica clínica. Métodos: Se realizó un estudio descriptivo y retrospectivo utilizando 7.840 his-torias clínicas de mujeres entre 18 y 65 años, evaluadas mediante citología en base líquida y prueba de ADN de VPH de alto riesgo (sistema Anyplex™ II PCR) entre 2022 y 2023. Se aplicó regresión logística para analizar asociaciones entre anormalidades citológicas y factores sociodemográficos, frecuencia de citología y uso de métodos anticonceptivos. Resultados: La prevalencia de VPH fue del 0,8% (n = 60), siendo los genotipos 66, 18, 31, 52 y 68 los más frecuentemente identificados. Los departamentos de Bolívar y Magdalena mostraron probabilidades significativamente mayores de presentar lesiones precance-rosas en comparación con Atlántico (OR: 31,36 y 7,91; p &lt; 0,001). La realización de cito-logía por primera vez y el uso de métodos anticonceptivos hormonales o definitivos también se asociaron con un mayor riesgo de anormalidades epiteliales. En contraste, una mayor edad se asoció con una mayor probabilidad de citología negativa (OR: 1,01; IC 95%: 1,01–1,02; p &lt; 0,001). Conclusiones: La integración de la citología con la prueba de ADN de VPH permite una detección temprana y respalda la prevención dirigida. Los factores regionales y de comportamiento deben considerarse en las estrategias de tami-zaje. Los hallazgos destacan la importancia del primer tamizaje y de la historia anti-conceptiva en la evaluación del riesgo de cáncer de cuello uterino.
DOI: 10.17632/jwcrpms4z4.1
title: Virus del papiloma humano y su correlación con lesiones cervicouterinas. Caribe colombiano.

description: Resumen: Antecedentes/Objetivos: El virus del papiloma humano (VPH) es la principal causa de cáncer de cuello uterino. Este estudio tuvo como objetivo determinar la pre-valencia del VPH y su asociación con lesiones cervicales precancerosas en mujeres del Caribe colombiano, en el contexto de la implementación de una nueva guía de práctica clínica. Métodos: Se realizó un estudio descriptivo y retrospectivo utilizando 7.840 his-torias clínicas de mujeres entre 18 y 65 años, evaluadas mediante citología en base líquida y prueba de ADN de VPH de alto riesgo (sistema Anyplex™ II PCR) entre 2022 y 2023. Se aplicó regresión logística para analizar asociaciones entre anormalidades citológicas y factores sociodemográficos, frecuencia de citología y uso de métodos anticonceptivos. Resultados: La prevalencia de VPH fue del 0,8% (n = 60), siendo los genotipos 66, 18, 31, 52 y 68 los más frecuentemente identificados. Los departamentos de Bolívar y Magdalena mostraron probabilidades significativamente mayores de presentar lesiones precance-rosas en comparación con Atlántico (OR: 31,36 y 7,91; p &lt; 0,001). La realización de cito-logía por primera vez y el uso de métodos anticonceptivos hormonales o definitivos también se asociaron con un mayor riesgo de anormalidades epiteliales. En contraste, una mayor edad se asoció con una mayor probabilidad de citología negativa (OR: 1,01; IC 95%: 1,01–1,02; p &lt; 0,001). Conclusiones: La integración de la citología con la prueba de ADN de VPH permite una detección temprana y respalda la prevención dirigida. Los factores regionales y de comportamiento deben considerarse en las estrategias de tami-zaje. Los hallazgos destacan la importancia del primer tamizaje y de la historia anti-conceptiva en la evaluación del riesgo de cáncer de cuello uterino.
DOI: 10.15468/dl.53528z
title: Occurrence Download

description: A dataset containing 16664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Commiphora",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16664 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020045-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pdv9hwj7nf.1
title: Supplemental Materials for Psychiatric Impact and Health-Related Quality of Life Outcomes in Skin of Color Patients with Vitiligo: A Systematic Review

description: Supplemental materials
DOI: 10.17632/k66f2gbgb4
title: MonolayerFFF

description: The MonolayerFFF dataset is comprised of 776 surface images that have been obtained from monolayer parts manufactured in the Fused Filament Fabrication (FFF) process under one of three classes (two corresponding to region-specific induced printing defects and one corresponding to normal printing). 
The complete description of the MonolayerFFF dataset is fully available on the "MonolayerFFF: An image dataset of monolayer FFF 3D printed parts with different fabrication conditions" DOI: 10.1109/ACCESS.2025.3603958 published on the IEEE Access journal.
DOI: 10.17632/k66f2gbgb4.3
title: MonolayerFFF

description: The MonolayerFFF dataset is comprised of 776 surface images that have been obtained from monolayer parts manufactured in the Fused Filament Fabrication (FFF) process under one of three classes (two corresponding to region-specific induced printing defects and one corresponding to normal printing). 
The complete description of the MonolayerFFF dataset is fully available on the "MonolayerFFF: An image dataset of monolayer FFF 3D printed parts with different fabrication conditions" DOI: 10.1109/ACCESS.2025.3603958 published on the IEEE Access journal.
DOI: 10.17632/tzrdgfnjtn
title: Supplemental Materials for Zosteriform Lichen Planus: A Rare but Poorly Understood Subtype

description: Supplemental materials
DOI: 10.15468/dl.uedfd6
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cymbella, Cymbella aspera, Cymbella cymbiformis, Cymbella kolbei, Cymbella neocistula, Cymbella subleptoceros, , , Cymbella naviculiformis, Denticula subtilis, Denticula, Denticula sundaysensis, Desmococcus, , Diadesmis, , Diatoma, Diatoma vulgaris, Dichothrix, Dicranochaete, Dinobryon, Diploneis, , Diploneis oblongella, , Discostella, Elakatothrix, Encyonema, Cymbella mesiana, , Encyonema neogracile, , Encyonema ventricosum, Encyonopsis, Encyonopsis leei, Cymbella raytonensis, Encyonopsis subminuta, Entomoneis, Eolimna, Eolimna subminuscula, , Epithemia, , Euglena gracilis, Euglena, Eunotia, Eunotia bilunaris, Eunotia exigua, , Eunotia formica, Eunotia incisa, Eunotia minor, Eunotia rhomboidea, Eutreptiella, , Fistulifera saprophila, Fistulifera, Fottiella, Fragilaria, Fragilaria biceps, Fragilaria crotonensis, Pseudostaurosira, Fragilaria capucina, Synedra, , Navicula crassinervia, Rhopalodia, Frustulia rostrata, Frustulia saxonica, Frustulia, , Geissleria decussis, Geissleria, Geminella, Gloeocapsa, Gloeocystis, Gloeothece, Gomphonema, Gomphonema acuminatum, , Gomphonema angusta, Gomphonema truncatum, Gomphonema clavatum, Gomphonema exilissimum, Gomphonema insigne, Gomphonema italicum, Gomphonema lagenula, Gomphonema laticollum, Gomphonema minutum, Gomphonema parvulum, Gomphonema pseudoaugur, Gomphonema vibrio, Gomphonema venusta, Gongrosira, Gymnodinium, Gyrosigma, Gyrosigma acuminatum, Gyrosigma attenuatum, Gyrosigma rautenbachiae, Hantzschia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 58 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020047-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tzrdgfnjtn.1
title: Supplemental Materials for Zosteriform Lichen Planus: A Rare but Poorly Understood Subtype

description: Supplemental materials
DOI: 10.15468/dl.k9sh58
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thymophylla tenuiloba",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020048-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.