cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/v6yxrgpdxc
title: Germination of cloud forest native shrubs with potential for restoration in central Veracruz, Mexico

description: We recorded germination percentage, the number of days for the beginning of germination, and the 50% of germination. Our results showed an important difference in the germination response between both germination conditions of the eight species evaluated. The optimal conditions for germination for most species were constant light and temperature of 25°C provided by the germination chamber, as this was associated with high rates of germination and generally rapid seedling development. On the other hand, the conditions of the greenhouse, including the light and alternating temperatures, were unfavorable for most species, leading to low rates of germination and significant delays in the germination process. Although the pre-germinative treatment had no effect on the germination of the species, it might be necessary to conduct field-based germination experiments that consider factors such as water availability, soil moisture, and the effects of varying light intensities.
DOI: 10.17632/yn7cwst9pw
title: Whole-Genome Sequencing Identified KCNJ12 and SLC25A5 Q4 Mutations in Port-Wine Stains

description: Whole-Genome Sequencing
Identified KCNJ12 and SLC25A5 Q4
Mutations in Port-Wine Stains
DOI: 10.17632/r3hnxf45r7
title: DESENVOLVIMENTO DE PARAQUEDAS PARA SISTEMA DE RECUPERAÇÃO DE FOGUETE COM APOGEU DE 500 METROS

description: Trabalho apresentado ao III Simpósio Gaúcho de Engenharia Aeroespacial e Mecânica, Santa Maria, RS, Brasil.
DOI: 10.5281/zenodo.15313456
title: CERES model output (1/2) for 'Anthropogenic climate change will likely outpace coral range expansion'

description: Full (annual-mean) model output for CERES simulations under SSP1-2.6, SSP2-4.5 and SSP5-8.5 for CESM2-WACCM, CESM2, CMCC-ESM2, CNRM-ESM2.1, GFDL-CM4, and GFDL-ESM4 forcing. Please see the main repository (https://doi.org/10.5281/zenodo.12560847) and the paper for full details.
DOI: 10.5281/zenodo.15313457
title: CERES model output (1/2) for 'Anthropogenic climate change will likely outpace coral range expansion'

description: Full (annual-mean) model output for CERES simulations under SSP1-2.6, SSP2-4.5 and SSP5-8.5 for CESM2-WACCM, CESM2, CMCC-ESM2, CNRM-ESM2.1, GFDL-CM4, and GFDL-ESM4 forcing. Please see the main repository (https://doi.org/10.5281/zenodo.12560847) and the paper for full details.
DOI: 10.17632/tfyypb8c54
title: Data for: The impact of COVID-19 on the degree of dependence and structure of risk-return relationship: A quantile regression approach
DOI: 10.17632/6mmjjkpd5m
title: ICPTC : Iranian Commercial Pistachios Tree Cultivars

description: This dataset includes 526 high-resolution images of 4 cultivars (Jumbo, Long, Round, and Super long) of Pistachio trees from their natural habitats and is called ICPCTC (Iranian Commercial Pistachios Tree Cultivars). From each cultivar, different numbers of images (109-171) of the entire trees and branches were captured in the natural habitat of the tree. In summary, out of 526 ICPTC images, 107 images were dropped for testing. About 80% of the images (419 remaining images) were used for training. In each folding, 86 images (about 20%) were used for validation and 333 images (about 80%) were used for training. The number of images from each class used for testing, validation, and training, was 20%, 17%, and 63% respectively. Images were collected from multiple Pistachio trees, at different camera-to-target distances and from different angles and viewpoints. The Pistachio is an important nut around the world. The pistachio tree has various cultivars that are financially important. These species play a significant role in the economy of Iran. The Pistachio tree cultivar recognition is very critical for cost-effective survival and sustainability. The Pistachio cultivar recognition in their natural habitats is a process. Automatic plant recognition by using image processing and computer vision can reduce the cost and time effectively. Modern computer vision approaches are based on deep learning techniques. In order to perform a deep learning algorithm, the existence of a standard dataset is very essential.
DOI: 10.17632/kf43ctb25w
title: Figure 9 - Levelized Cost of Exergy (LCOEx)

description: This dataset contains the Levelized Cost of Exergy (LCOEx) obtained from the technoeconomic analysis of the proposed hybrid photovoltaic-thermal collectors installations for the residential sectors of the 184 municipalities of Tarragona, Spain. These were used in generating the Figure 9 in the manuscript.
DOI: 10.17632/svtnsvvw5f
title: Voting beyond borders

description: Survey
DOI: 10.17632/9pwz9vd45b
title: A Bottom-Up Weather-Sensitive Residential Demand Model for Developing Countries

description: We develop a novel method method to estimate unsuppressed demand for developing countries. A bottom-up approach is employed using socioeconomic data and a time-of-use database developed from a householder survey. This is used to simulate household activity profiles that are converted into electrical load time series by simulating electrical appliance use. Reanalysis weather data is used in the simulation of ambient conditions for the generation of cooling demand profiles. The time series model is validated against results of a small-scale residential metering trial and is shown to be a credible research tool for electrical demand studies in developing countries that have power networks constrained by intermittent load management program. An illustrative analysis presents regional and national peak load estimates for a range of appliance ownership scenarios that demonstrates the value added by the model.
DOI: 10.17632/v9ffjfrdms
title: Eating habits in patients with end-stage osteoarthritis of the hip (NUTRIANCA; PI: M Briguglio)

description: Raw data of the clinical study NCT03981354. The study explored the role of nutritional status indicators, such as diet, in determining the strength of constitution, suitability for surgery, and recovery in the older population undergoing major orthopaedic surgery. The dataset was used to write the brief report "How do older patients with end-stage osteoarthritis of the hip eat prior to hip replacement? A preliminary snapshot that highlights a poor diet", which was published by the journal Nutrients in 2023.
DOI: 10.15468/dl.ns58hr
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Apomyelois bistriatella Hulst, 1887"
 ]
}

 The dataset includes 423 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009092-250426092105405/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.3550221.v1
title: Appendix B. Parameter estimates and support intervals for models for tree species abundance as a function of temperature and precipitation.

description: Parameter estimates and support intervals for models for tree species abundance as a function of temperature and precipitation.
DOI: 10.17632/p5btdgnbkk
title: AI-Driven Sustainable Marketing Strategies in Green Business Fashion: A Systematic Literature Review on Business Model Transformation for a Circular Economy

description: AI-Driven Sustainable Marketing Strategies in Green Business Fashion: A Systematic Literature Review on Business Model Transformation for a Circular Economy Data
DOI: 10.17632/yksjxtpynf
title: Data for: Rapid adsorption of cationic dye-methylene blue on the modified montmorillonite/graphene oxide composites

description: Composite structure of montmorillonites（Mt）with graphene oxide (GO) or reduced graphene oxide (rGO) was successfully synthesized by grafting with 3-aminopropyl triethoxysilane (APTES) and hydrazine hydrate reduction. XRD, BET, FTIR, SEM and XPS analysis were used to characterize the surface and structure properties of the as-obtained products. Measurement results suggest that these two composites are similar in morphology and pore structure, but significantly different in the surface oxygenic groups. Adsorption properties of the Mt/GO and Mt/rGO were investigated using methylene blue (MB) as the target material. Compare to original Mt, APTES modified Mt and Mt/rGO, Mt/GO exhibited the highest adsorption capacity of 641.1 mg/g at the initial concentration of 750 mg/L, and MB was removed by 94.3% within 5min. Mechanism analysis suggested that the high absorption performance of the composite was determined by the high specific surface area, oxygenic groups of GO, high adsorption capacity of montmorillonite as well as the synergistic effect between the Mt and graphene oxide nanosheets.
DOI: 10.17632/z3399p5h9f
title: ANN+Jackknife dataset

description: dataset = first column: Number ID; second column: North UTM (m); third column: Este UTM (m); fourth column: pH; fifth column: Ca; sixth column: Mg; seventh column: P; and eighth column K. jack_40.m: Example of the JACK-1T script for the case where the sample was randomly and uniformly reduced to 40%. redSample.m: Script that randomly and uniformly reduces the sample size to a desired percentage.
DOI: 10.17632/9nndjbbv4v
title: Videos for the PhD thesis “Investigating motion detection of aging zebrafish with optomotor response”

description: The videos were prepared for the PhD thesis “Investigating motion detection of aging zebrafish with optomotor response”. The main aim of the thesis was to investigate the age-related changes in the first- and second-order motion detection of aging zebrafish (wild-type/AB-strain and achesb55/+). The Videos 1 and 2 contain examples of the optomotor response (OMR) of larval zebrafish obtained during the pilot tests. The Video 3 shows a trial of second-order motion stimulation.
DOI: 10.17632/3j86m7mjx2
title: Poisson Clicks Task, DBS OFF/ON

description: Raw Data for 8 subjects using the Poisson Clicks Task modified from Brunton et. al (2013). Matlab structure containing the following fields: dur: pre-determined trial duration rt: time subject responded relative to trial start time cdiff: click difference (left-right) at the time of response cans: correct answer (left is 1, right is 0) choice: subject's answer (left is 1, right is 0) corr: was choice correct? (1 for yes, 0 for no) dbs: was DBS OFF or ON for each trial (0 for OFF, 1 for ON) sesstime: start time in seconds of each trial relative to beginning of the session trialpar.ctr, trialpar.ctl: individual click times on each trial alpha: trial generating parameter, (1 value per session) beta: trial generating parameter, (1 value per session) gamma: trial generating parameter, (1 value per session) pt: which patient each trial came from
DOI: 10.17632/fygdybctyt
title: Dataset for the identification of the classes of events most relevant to the occurrence of individual  phases of selected 30 maritime disasters occurred between 1912 and 2019

description: This dataset supports a new approach to modelling and causal analysis of the course of disasters using maritime events as an example. The proposed approach is based on the integration of network and probabilistic methods. The developed research method is used to confirm the thesis that in the studied population of disasters, in each phase of the process during the course of a disaster, which is distinguished by means of an event network, there are dominant classes of basic events (sets of events with similar characteristics). A proprietary research method, based on an integrated approach using event network analysis and failure tree analysis, is used to prove the thesis. This research makes it possible to distinguish, in each disaster, the different phases of its course: the latent, initiating, escalating, critical, and energy-release parts. The course of 30 maritime disasters with severe consequences is modelled in detail. The events occurred between 1912 and 2019. A total of 608 basic events are identified in the analysed population, enabling the identification and characterisation of 44 classes of events covering human error, inadequacy of equipment and environmental impact. The significance of basic events within each phase is then determined. For this purpose, Birnbaum’s reliability measure, Birnbaum’s structural measure, criticality measure, Veseley-Fussell measure, Lambert’s measure and improvement potential are used. The calculated measures enable the building of rankings on the importance of events in each of the phases of each of the analysed disasters. This makes it possible to draw quantitative and qualitative conclusions on each analysed disaster and each population studied.

The dataset consist of files:
1. The development of sea disasters from 1912 to 2019 – dataset.
2. FTA models for disasters at sea for the period 1912-2019 – dataset.
3. Process models for disasters at sea for the period 1912-2019 – dataset.
DOI: 10.17632/mkvfbsxbwp
title: Real-Time Hybrid Simulation Framework for the Investigation of Soil-Structure Interaction Effects on the Vibration Control Performance of Shape Memory Alloys

description: Data belonging to the research article with the same title.
DOI: 10.17632/x4gwwdf3km
title: A dataset for the publication: Lightweight hybrid composite sandwich structures with additively manufactured cellular cores

description: A dataset for the publication:
Lightweight hybrid composite sandwich structures with additively manufactured cellular cores
Albert Forés-Garriga, Giovanni Gómez-Gras and Marco A. Pérez*
Thin-Walled Structures, 2023

This study focuses on advancing sandwich structures by designing and fabricating complex two- and three-dimensional cellular cores combined with Carbon Fiber Reinforced Polymer (CFRP) skins. Numerical analysis is used to investigate the effect of core design and density on the bending performance. Optimal configurations are identified and experimentally validated. Professional Fused Filament Fabrication (FFF) equipment with a heating chamber is employed for manufacturing the core samples to enhance layer cohesion and material joint stiffness. A high-performance technical polymer with a superior strength-to-weight ratio is employed to maximize structural capabilities. Hybrid sandwich structures with PEI Ultem cellular cores demonstrate stiffness and strength comparable to reference materials, outperforming foam cores while slightly trailing behind Nomex® and aluminum honeycombs. In addition, the results demonstrate more efficient cell morphologies achievable through additive manufacturing technologies, surpassing the hexagonal design. This work provides valuable insights into hybrid composite materials and the potential of additive manufacturing in creating lightweight, high-performance sandwich panels.

This dataset contains:

- 01 Numerical Approach:
    - 01 Unit Cell Designs: 3D CAD models developed for creating the unit cell designs in .SLDPRT and .STL file format.
    - 02 Homogenization RVE: Effective stiffness tensor of the RVE of each cellular design (in Pa units) in .csv file format.

- 02 Experimental Tests:
    - 01 Core Designs: 3D CAD models for manufacturing the samples in .SLDPRT and .STL file format.
    - 02 Bending Tests Curves: Experimental test data for each sandwich panel in .xls file format.
DOI: 10.17632/xx6f327rb5
title: Complete Cagey C-test Construct Meta-Analysis Dataset

description: This dataset contains all of the spreadsheets, code, and files that we used to complete our meta-analysis of correlation coefficients reported in C-test studies (published in English). Files can also be found on my personal website (https://rb.gy/z7nov3).
DOI: 10.5281/zenodo.15313618
title: CERES model output (2/2) for 'Anthropogenic climate change will likely outpace coral range expansion'

description: Full (annual-mean) model output for CERES simulations under SSP1-2.6, SSP2-4.5 and SSP5-8.5 for IPSL-CM6A-LR, MIROC-ES2L, MPI-ESM1.2-HR, MPI-ESM1.2-LR, NorESM2-LM and NorESM2-MM forcing. Please see the main repository (https://doi.org/10.5281/zenodo.12560847) and the paper for full details.
DOI: 10.5281/zenodo.15313619
title: CERES model output (2/2) for 'Anthropogenic climate change will likely outpace coral range expansion'

description: Full (annual-mean) model output for CERES simulations under SSP1-2.6, SSP2-4.5 and SSP5-8.5 for IPSL-CM6A-LR, MIROC-ES2L, MPI-ESM1.2-HR, MPI-ESM1.2-LR, NorESM2-LM and NorESM2-MM forcing. Please see the main repository (https://doi.org/10.5281/zenodo.12560847) and the paper for full details.
DOI: 10.17632/djw85vd4sn
title: Teledermatology in prisons included studies supplemental table

description: Findings of included studies
DOI: 10.17632/fy774w7wsf
title: A bibliometric analysis of culture and heritage in urban planning 1965-2021- supplimental data

description: bibliometric data from Web of Science database
DOI: 10.6084/m9.figshare.28756667.v1
title: Detailed parameters of the case studies

description: Edge Computing-Based Cyber-Physical Interdependent Power Restoration of Active Distribution Networks
DOI: 10.17632/r9p7cgn8s9
title: Psychological contract fulfilment and intention to recommend among entrepreneurship and business students in Tanzania

description: Dataset for psychological contract fulfilment and intention to recommend among entrepreneurship and business students in Tanzania
DOI: 10.17632/g4kjycvjtv
title: Data for: Shedding Light on Regional Growth and Convergence in India

description: This includes all data needed to replicate the tables in the paper.
DOI: 10.17632/ttdtd3m48j
title: STL and nTop Files - Fluid Flow in Heat Sinks (SFF 2024)

description: Collection of 5 STL and 5 nTop files associated with the SFF Paper "Additive Manufacturing of Surface-based Structures for Studying Fluid Flow in Heat Sinks with High-Speed Imaging"
DOI: 10.17632/xj9vyybgzn
title: Gaussian Mixture high-dimensional datasets

description: Seven sets of c Gaussian shaped clustered datasets. For each dataset, n points with p dimensions were generated from a mixture of c Gaussian distributions (clusters). The means of each cluster were randomly generated with numbers between 0 and 10 and they were structured in a c x p matrix. The standard deviations of each cluster are represented by a p x p covariance matrix generated by a normally distributed random numbers. After all, from the matrix of means c x p and the c covariance matrices p x p, the mvrnorm function of the MASS library of the R software was used to produce the samples that composes the Gaussian mixture dataset. The properties of the seven Gaussian mixture datasets: Dataset | p | n | c Gaussian.k8 | 657 | 81 | 8 Gaussian.k2 | 4,232 | 181 | 2 Gaussian.k7 | 4,514 | 128 | 7 Gaussian.k9 | 5,041 | 108 | 9 Gaussian.k6 | 5,176 | 143 | 6 Gaussian.k5 | 6,203 | 130 | 5 Gaussian.k4 | 6,615 | 168 | 4 The cluster label of each object is in the last column of the dataset. Each column is separated by a comma and there are not columns and row names.
DOI: 10.17632/9ztpc3ph2h
title: A (Im)produtividade do trabalho reprodutivo e a exaustão das mulheres na contemporaneidade

description: Banco de dados relacionados a pesquisa realizada acerca do trabalho doméstico e setor de limpeza no Brasil e Reino Unido.
O objetivo do trabalho foi debater a (im)produtividade do trabalho reprodutivo e potencialidades e limites do processo de expansão do capitalismo sobre esse trabalho para alterar as condições concretas de opressão que se manifestam nas condições de exaustão das mulheres na contemporaneidade. Marco teórico: Partindo de uma perspectiva marxiana, consideramos que os debates acerca da produtividade/improdutividade do trabalho reprodutivo devam superar as análises baseadas na concretude imediata deste trabalho e apreender as determinantes que envolvem a absorção pelo capital de um trabalho enquanto trabalho produtivo, reprodutivo ou improdutivo. Métodos: Foram coletados dados estatísticos secundários disponibilizados pelo IBGE no “Cadastro Central de Empresas”e  PNAD Contínua, pelo SEBRAE (2014), pela Startup FRANCHISE HEPL (2018), e também pela British Cleaning Council BCC (2019) e a análise foi realizada com base no materialismo histórico Resultados: Demonstramos o capital tem se apropriado produtivamente do trabalho reprodutivo, no entanto, tal apropriação não tem significado alteração das condições de divisão sexual do trabalho e exaustão das mulheres. Conclusão: Concluimos que ao invés da transmutação de trabalho reprodutivo a produtivo ser um avanço para a emancipação das mulheres, tem sido fonte de maior exploração de sua força de trabalho e de exaustão, uma vez que tal apropriação não supera a condição de exploração que engendra a universalidade de opressões sob o capitalismo, conforme as necessidades de valorização do valor.
DOI: 10.17632/7wz5p6bxk3
title: Supplemental Material: Racial disparities, risk factors, and clinical management practices for tinea capitis

description: Supplemental Material for Hennessee et al. Racial disparities, risk factors, and clinical management practices for tinea capitis: An observational cohort study among U.S. children with Medicaid. Journal of the American Academy of Dermatology. 2023.
DOI: 10.17632/r68gw2wbwy
title: A study of Dopamine uses the DRD5-ARRB2-PP2A signalling axis to block the TRAF6-mediated NFkB pathway and suppress systemic inflammation. Wu et al
DOI: 10.6084/m9.figshare.28909031
title: Meta method usage code

description: Meta method usage code
DOI: 10.17632/dvg79zwb8x
title: Automatic Detection of Cracks on Concrete Surfaces in the Presence of Shadows

description: Data Set for Papers - 

Automatic Detection of Cracks on Concrete Surfaces in the Presence of Shadows 
https://www.mdpi.com/2076-3417/11/23/11396 
An Overview of Challenges Associated with Automatic Detection of Concrete Cracks in the Presence of Shadows
https://www.mdpi.com/1424-8220/22/10/3662
DOI: 10.17632/frv6nwf5zr
title: Fuzzy DEMATEL Datasets on the Interdependence of Barriers to Sustainable Urban Water Management

description: This data set serves as a supplementary document for the study: “An integrated MCDM approach for analyzing manifold and interdependent barriers to sustainable urban water management.” It contains results from an expert survey conducted in the Philippines. The survey intends to draw information from experts on the causal relationship of barriers to sustainable urban water management obtained from the literature in the context of a developing country like the Philippines. The survey results were processed using the Fuzzy DEMATEL methodology. This supplementary material contains the tables associated with the MFDEMATEL applied to the system elements, which are not presented in the manuscript for purposes of brevity. This document is provided, therefore, for computation tractability. The contents of this document are arranged as follows: Table 1. Fuzzy direct relation matrix for Expert 1 Table 2. Fuzzy direct relation matrix for Expert 2 Table 3. Fuzzy direct relation matrix for Expert 3 Table 4. Fuzzy direct relation matrix for Expert 4 Table 5. Average fuzzy direct relation matrix for barriers
DOI: 10.17632/cs942c8rw3
title: TBARS_BEEF

description: The TBARS values are expresed as percentage malonodialdehyde (MDA mg/kg) changes during storage of meat samples at different temperatures.
DOI: 10.17632/pvjvcmz9c6
title: Influence of growth promoters on anaerobic digestion of cattle manure

description: This study aimed to evaluate the influence of synthetic and natural additives on the stability and production of biogas and methane resulting from the anaerobic digestion of cattle manure in batch and semi-continuous digesters.