cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/pp7pprrz95.2
title: Energy production: traditional vs. fast

description: Set of matlab files with the code to calculate the annual energy production of a wind farm where the turbines are uniformly distributed. It uses the Park model. It contains two "main" files: one with the traditional way of calculation that can be used also for non-uniformly distributed turbines; and one with the the fast method that exploit the uniform distribution of turbines in the offshore wind farm. 
There is also a project in C#, more complete. Calculation times lower than 15 ms are achieved for OWFs with 256 turbines.
DOI: 10.17632/pp7pprrz95.3
title: Energy production: traditional vs. fast

description: Set of matlab files with the code to calculate the annual energy production of a wind farm where the turbines are uniformly distributed. It uses the Park model. It contains two "main" files: one with the traditional way of calculation that can be used also for non-uniformly distributed turbines; and one with the the fast method that exploit the uniform distribution of turbines in the offshore wind farm. 
There is also a project in C#, more complete. Calculation times lower than 15 ms are achieved for OWFs with 256 turbines.
DOI: 10.17632/g9cmwnp8b7
title: Molecular dynamics simulations based on the diffusion interface of solid-phase Ti, Al system

description: This is a simulation of Ti-Al interfacial diffusion of the in file and the use of the potential function, through the model code can be watched to the Ti-Al interfacial diffusion, this code to 650k, [110] crystal down as an example, can be changed by changing the code to change the temperature and crystal direction, to study different temperatures, crystal direction of the Ti-Al interfacial diffusion.
DOI: 10.17632/g9cmwnp8b7.1
title: Molecular dynamics simulations based on the diffusion interface of solid-phase Ti, Al system

description: This is a simulation of Ti-Al interfacial diffusion of the in file and the use of the potential function, through the model code can be watched to the Ti-Al interfacial diffusion, this code to 650k, [110] crystal down as an example, can be changed by changing the code to change the temperature and crystal direction, to study different temperatures, crystal direction of the Ti-Al interfacial diffusion.
DOI: 10.17632/f3wwn37gtc.1
title: Reasearch data and supplementary papers

description: Reasearch data and supplementary papers
DOI: 10.17632/m7t86rbhmg.1
title: Effect of aerobic vs resistance exercises on sleep quality, insomnia and functional capacity among postmenopausal women
DOI: 10.17632/gsfzgxzcpw.1
title: Utilizing HDPE and PET Plastic Waste as the Replacement for Aggregates in Concrete

description: Abstract
Plastic waste, especially PET and HDPE, is a substantial threat to the environment, and locating ways to reuse this waste is critical. Innovative solutions are required to manage the growing plastic waste crises environmental implications. In order to improve building materials while lowering plastic pollution, this study explores the viability of adding Polyethylene Terephthalate (PET) and High-Density Polyethylene (HDPE) plastic waste to concrete mixtures. Different amounts of HDPE (2%, 3%, and 4%) and PET (9%, 12%, and 15%) were used in concrete mixes in place of traditional aggregates. (The coarse aggregates were replaced with the PET plastic waste and the fine aggregates were replaced with the HDPE plastic waste) with the given percentages. The optimal replacement for aggregates in concrete is achieved by substituting 2% HDPE and 9% PET, this material exhibits superior split-tensile, compressive and flexural strengths relative with conventional concrete. The mechanical properties of the concrete were evaluated through tests measuring split tensile strength, flexural strength and compressive strength. Also investigated how the type, size, and amount of plastic waste added, along with how the concrete cured, affected the final properties of the concrete. It is important to take into account the environmental impact of producing and transporting plastic trash to the mixing site even if using HDPE and PET waste in concrete offers potential advantages. To reduce the overall carbon footprint of this strategy, sustainable procurement and recycling techniques should be used.

Keywords: Plastic waste, polyethylene terephthalate (PET), high-density polyethylene (HDPE), flexural strength, splittensile strength, compressive strength
DOI: 10.17632/yrvh385zsb
title: Description of Erythrobasidium eucalypti R Knop., Hammerb., M. Groenew., & T Bose, sp. nov.

description: ITS, LSU, SSU, and concatenated datasets and resulting trees for the ML analysis for the description of Erythrobasidium eucalypti.
DOI: 10.17632/yrvh385zsb.1
title: Description of Erythrobasidium eucalypti R Knop., Hammerb., M. Groenew., & T Bose, sp. nov.

description: ITS, LSU, SSU, and concatenated datasets and resulting trees for the ML analysis for the description of Erythrobasidium eucalypti.
DOI: 10.17632/z5n4fy9whk.1
title: cocoaNoise

description: The data contain original labelled images of defective cocoa beans in form of cut and uncut beans. The cut cocoa beans show defects such as moldy and slaty beans while the uncut beans are the flat, broken and germinated beans. The images were taken under two different light sources- daylight and artificial light.
DOI: 10.17632/mrjsszgwjv.1
title: Senecavirus A can replicate in apical-out porcine intestinal organoids and induce stress granules and innate immune response

description: The raw data of the study is available.
DOI: 10.17632/ygk7w44drr.1
title: Porewater_DOM_BYD_Data_1

description: This dataset “Porewater_DOM_BYD_Data”contains the original data of all the figures in the submitted article“Strong depth-dependent chemical and structural characteristics of dissolved organic matter (DOM) in sediment porewater in Baiyangdian Lake” .
DOI: 10.17632/vkvz7jvj8d.1
title: Dataset of Human Resources for Health in Indonesia

description: This dataset presents the distribution of healthcare personnel across Indonesian provinces as of March 13, 2025, alongside life expectancy (UHH) data. It includes three variables: province names, the density of healthcare workers (presumably per 100,000 population), and life expectancy. Life expectancy serves as a key health outcome indicator, and the data may reveal potential correlations between workforce distribution and population health. This enables evidence-based assessments of healthcare access and outcomes across regions. The dataset supports further analysis on equity and can be accessed at This dataset presents the distribution of healthcare personnel across Indonesian provinces as of March 13, 2025, alongside life expectancy (UHH) data. It includes three variables: province names, the density of healthcare workers (presumably per 100,000 population), and life expectancy expressed in months. The dataset highlights regional disparities in health workforce availability, with provinces like Aceh and Bali exhibiting higher densities compared to others such as Banten. Life expectancy serves as a key health outcome indicator, and the data may reveal potential correlations between workforce distribution and population health. This enables evidence-based assessments of healthcare access and outcomes across regions. The dataset supports further analysis on various purposes. We compile the data of HRH from https://sisdmk.kemkes.go.id/ and the data of life expectancy from https://www.bps.go.id/id/statistics-table/2/MjI3MyMy/angka-harapan-hidup--ahh--menurut-provinsi-dan-jenis-kelamin--menggunakan-uhh-hasilsp2020lf-.html
DOI: 10.17632/gfrhzyy9v5.1
title: Chronic Idiopathic Myopathy in Icelandic Horses

description: Data to case-series on chronic idiopathic myopathy in Icelandic horses. The data includes horses with changes in their muscles (12) and some without (5). The data is mainly descriptive due to the nature of it. Also includes data on CK and AST measures. 
The conclusion in the abstract state: This case series suggests the presence of a novel myopathy in Icelandic horses. In horses of this breed, exhibiting decreased performance, multi‐limb lameness and/or increased serum CK activity at rest or post‐exercise, an underlying myopathy should be considered.
Some words are in Danish in the dataset, but most in English.
DOI: 10.17632/6s9mfp3bd8.1
title: High-Resolution Load Dataset from Smart Meters Across Various Cities in Morocco

description: The dataset includes detailed measurements of electricity consumption from several areas of Laâyoune, Boujdour, Marrakech and Foum Eloued. It presents both domestic and industrial consumption profiles with a frequency of recording every 10 minutes for Laâyoune Boujdour and Foum Eloued and every 30 minutes for Marrakech. The data are organized in several tables showing usage trends by city and area, which allows analysis of daily variations in demand, seasonal fluctuations and peak loads. An important element to The dataset includes detailed measurements of electricity consumption from several areas of Laâyoune, Boujdour, Marrakech and Foum Eloued. It presents both domestic and industrial consumption profiles with a frequency of recording every 10 minutes for Laâyoune Boujdour and Foum Eloued and every 30 minutes for Marrakech. The data are organized in several tables showing usage trends by city and area, which allows analysis of daily variations in demand, seasonal fluctuations and peak loads. An important element to note is the unit of measurement used, which differs according to city since consumption is expressed in amperes for Laâyoune Boujdour and Foum Eloued while it is measured in kilowatts in Marrakech.note is the unit of measurement used, which differs according to city since consumption is expressed in amperes for Laâyoune Boujdour and Foum Eloued while it is measured in kilowatts in Marrakech.
DOI: 10.17632/jw432xvm4r.1
title: Online Supplementary Tables

description: The relationship between icehouse climates and oceanic anoxic events remains controversial, particularly regarding if glacial conditions inhibit or promote widespread ocean anoxic conditions. To address this, we reconstruct redox variations through detailed analysis of pyrite framboids size distributions and morphologies from six sections spanning the uppermost Devonian to Middle Permian in the Baoshan Block, which located in the northern margin of Gondwana during the Late Paleozoic. Our research shows that the redox conditions during the Early Carboniferous can be compared with those in various regions worldwide, while its biotic composition, including biodiversity and abundance, is primarily correlated with those of Eurasia. On the contrary, the redox conditions became frequent anoxic/euxinic when the ice age began during the Visean and Ice Age peak during the Sakmarian, which were likely caused by glacio-eustatic sea-level fluctuations and intensified upwelling. Following the end of the glaciation (late Kungurian-Wordian), the Baoshan Block once again experienced predominantly stable dysoxia, coincided with the relatively abundant fauna. This study suggests that the icehouse climate, to some extent, promoted anoxic events in shallow marine settings.
A total of 210 rock samples were selected from fresh surfaces without veins, roots, or strongly weathered surfaces. The scanning electron microscopy (SEM) are employed to analyze pyrite framboids. The accuracy of this statistical analysis highly depends on the careful identification of crystal types and the number of measured pyrite framboids. A detailed identification of crystal morphology and compositional analysis by EDS are required before measurement since pyrite framboids may undergo post-depositional oxidation or overgrowths, and can be easily confused with euhedral pyrite or other metal crystals under low-magnification SEM observation. The polished surface (~ 1 cm2) of each sample needs to be fully observed and statistically analyzed. To ensure accuracy, each sample is scanned at a 100 μm scale, with measurements, imaging, and EDS analysis conducted within a &lt;10 μm field of view. All framboids exposed on the sample surface were measured, with a minimum of 100 pyrite framboids measured per sample, as conditions allowed. Under the above experimental standards, the average observation time for a sample is approximately 2.5–3 hours. 
The supplementary tables are used to comprehensively summarize key data (mean, median, minimum, and maximum diameters, standard deviation, number of framboids, and redox interpretation) derived from over 15,000 individual framboid measurements, providing a quantitative foundation for interpreting redox fluctuations. This dataset can be used to clarify the paleo-oceanic redox history during the Gondwanan glaciation, providing a reference for investigating paleo-oceanic redox environments during the transition between icehouse and greenhouse climates.
DOI: 10.5281/zenodo.10067873
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Donald W. Webb, http://www.wikidata.org/entity/Q22112968. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q22112968
DOI: 10.5281/zenodo.10067874
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Donald W. Webb, http://www.wikidata.org/entity/Q22112968. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q22112968
DOI: 10.5281/zenodo.10076763
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Donald W. Webb, http://www.wikidata.org/entity/Q22112968. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q22112968
DOI: 10.5281/zenodo.15258581
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Donald W. Webb, http://www.wikidata.org/entity/Q22112968. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q22112968
DOI: 10.17632/wktzcsz2gd.1
title: Data Netnography ULL

description: Data set of Netnography research: Urban Living Labs: Sustainability Transitions Towards Circular Cities
DOI: 10.17632/9scz737jc9.1
title: Difference between nanotube antennas and classic antennas ( wave speed in nanotubes is about one hundred times slower than the speed of light)

description: Note : Many features make nanotube antennas behave very differently from classical antennas. The main difference is that the current distribution is alternating with a wavelength that is 100 times smaller than the free space wavelength for a given thermal frequency. The wavelength of the current distribution depends on the wave speed in that mode.
DOI: 10.17632/b6mr97nssh.1
title: Decoding Fish Origins

description: These results correspond to those presented in the paper entitled Decoding Fish Origins: How Metals and Metabolites Differentiate Wild, Cultured, and Escaped Specimens.
(Warda Badaoui, Kilian Toledo-Guedes, Juan Manuel Valero-Rodriguez, Adrian Villar-Montalt, and Frutos C. Marhuenda-Egea)
DOI: 10.17632/6f2x25fyyz.1
title: Decoding Fish Origins new

description: These results correspond to those presented in the paper entitled Decoding Fish Origins: How Metals and Metabolites Differentiate Wild, Cultured, and Escaped Specimens.
(Warda Badaoui, Kilian Toledo-Guedes, Juan Manuel Valero-Rodriguez, Adrian Villar-Montalt, and Frutos C. Marhuenda-Egea)
DOI: 10.5281/zenodo.10431366
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edward Bruce Williamson, http://www.wikidata.org/entity/Q55074165. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q55074165
DOI: 10.5281/zenodo.10431367
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edward Bruce Williamson, http://www.wikidata.org/entity/Q55074165. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q55074165
DOI: 10.5281/zenodo.10431555
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edward Bruce Williamson, http://www.wikidata.org/entity/Q55074165. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q55074165
DOI: 10.5281/zenodo.14503769
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edward Bruce Williamson, http://www.wikidata.org/entity/Q55074165. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q55074165
DOI: 10.5281/zenodo.14549997
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edward Bruce Williamson, http://www.wikidata.org/entity/Q55074165. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q55074165
DOI: 10.5281/zenodo.14797315
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edward Bruce Williamson, http://www.wikidata.org/entity/Q55074165. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q55074165
DOI: 10.5281/zenodo.15258584
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edward Bruce Williamson, http://www.wikidata.org/entity/Q55074165. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q55074165
DOI: 10.15468/dl.vjzybp
title: Occurrence Download

description: A dataset containing 20690 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphyrna tiburo (Linnaeus, 1758)"
 ]
}

 The dataset includes 20690 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008705-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8wstrfsch5.1
title: Nanoelectronics Technology has Dedicated some Very Exciting Materials to Improve the Sensing Phenomenon

description: Note: Nanoelectronics technology has dedicated some very exciting materials to improve the sensing phenomenon. The use of various nanomaterials, including nanoparticles, nanotubes, nanotubes, and nanowires, causes faster identification and reproducibility in a much better way. The unique properties of nanomaterials such as high electrical conductivity, better shock tolerance, and sensitive responses such as versatile piezo-electric and color detection mechanisms are only results of the multitude of properties of nanomaterials. Different types of biosensors are propagated based on different types of nano materials and their developmental and implicit aspects. Measurement of biological responses has assumed great importance in the current scenario of ever-dynamic environmental developments and altered hemostatic events occurring at the in vivo as well as intracorporeal level. Analyzing the behavior of changing materials is of great importance in areas such as pharmaceutical diagnostics, food quality screening, and environmental applications.
DOI: 10.17632/zmbpv7x82s.1
title: Aerodynamic Optimization and Torque Analysis of a Rotating Cross-Slit Cylinder with End Deflector Plate through Frozen Rotor modelling

description: This research focused on optimizing the aerodynamics and analyzing the torque of a rotating cross-slit cylinder equipped with an end deflector plate, utilizing the Frozen Rotor modeling method. The main aim was to improve the cylinder's aerodynamic efficiency and comprehend its torque characteristics, which are crucial in applications like wind-energy harvesting and vehicle aerodynamics. The study assessed how the cross-slit design and deflector plate affected flow separation, drag reduction, and torque generation across different rotational speeds. The frozen-rotor modeling approach was used to simulate the steady-state flow field, effectively capturing the rotational motion's impact and the intricate interactions between the deflector plate and the surrounding airflow. By employing parametric studies and optimization techniques, the study quantified how various design configurations influenced aerodynamic efficiency and torque output. The findings underscore the end deflector plate's pivotal role in altering flow patterns, minimizing drag, and enhancing torque production, offering valuable insights for designing more efficient rotating systems in engineering contexts. The study concludes with a set of optimized design parameters aimed at improving aerodynamic performance in similar fluid-structure interaction scenarios.
Data were collected at various downstream locations (x/D = 15–50) to offer a detailed depiction of the near-field wake dynamics in the presence of deflector plates. The time-averaged flow field highlights the persistence and development of coherent structures formed by the interaction between slit-induced vortices and rotational influences. At x/D = 15 and 20, there was noticeable asymmetry and organized vortex pairs, indicating active vortex shedding affected by the Magnus effect. As the flow progresses downstream (x/D = 25–35), the wake starts to expand and weaken, showing signs of vortex breakdown and energy dissipation. By the time it reaches x/D = 40 and 50, the flow field becomes more diffused, with diminished vorticity intensity and less distinct shear layers. This extended observation confirms that the combination of cross-slit geometry and rotation significantly impacts the wake's stability and structure over time. 
Deflector plates are crucial in reducing wake oscillations and aiding flow recovery. These findings suggest that the design strategy effectively delays wake instabilities and facilitates smoother flow transitions, which are beneficial for applications focused on drag reduction, noise control, and improved aerodynamic performance. Increasing the Reynolds number enhances surface vorticity and three-dimensional flow effects. The angular configuration and slit design greatly affect the wake structure and aerodynamic forces. Cross-slit cylinders surpass traditional designs in lift generation with lower torque penalties.