cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/chvcccgbxm
title: In-vivo phase-dependent enhancement and suppression of brain oscillations by transcranial alternating current stimulation (tACS)

description: Transcranial alternating current stimulation (tACS) can influence human perception and behavior, with recent evidence also suggesting its potential impact in a clinical setting, but its underlying mechanisms are poorly understood. Behavioral and indirect physiological evidence indicates that phase-dependent constructive and destructive interference between the applied electric field and ongoing brain oscillations may play an important role, but direct in-vivo validation was infeasible because stimulation artifacts impeded such assessment. Here, we overcame this limitation and provide direct evidence for phase-dependent enhancement and suppression of ongoing brain oscillations during amplitude-modulated tACS (AM-tACS). We found that AM-tACS enhanced and suppressed targeted brain oscillations by 11.7 ± 5.14% and 10.1 ± 4.07% respectively. These results not only provide direct evidence for constructive and destructive interference as a key mechanism of AM-tACS but suggest superiority of phase-locked (closed-loop) AM-tACS over conventional (open-loop) AM-tACS to purposefully enhance or suppress brain oscillations.
DOI: 10.17632/gm7ytxpjv2
title: Data for: 17-year study on the chemical composition of rain, snow and sleet in very dusty air (Cracow, Poland)

description: The database contains physical, chemical and meteorological data. Two research sub-periods can be distinguished in the dataset. In the period from 1996-04-03 to 1998-01-31, 57 cases were listed in the database. Then, there was no data until 2002. In addition, in the period from 2002-09-24 to 2017-07-11, 985 cases were listed in the database. The data refers to rain (R), snow (S) and sleet (RS) samples. Physical and chemical analyses include the measurements of 47 parameters. These include pH and EC, concentrations of the primary chemical constituents (Ca, Mg, Na, K, HCO3, SO4, Cl, PO4, Si – as colloidal SiO2) as well as secondary and trace constituents (Al, B, Ba, Fe, Mn, Sr, Zn, Hg, Cu, Li, Pb, Ni, Co, As, Be, V, Tl, Se, Mo, Sb, Ag, Cd, Br, I, Y, Bi, Ga, Te, Sn, W, Zr, Rb, U, Cr, Ti, Cs). Meteorological data include daily information (average from 24 h): air temperature (TEMP), visibility (VISIB), wind speed (WSPD) and precipitation volume (PRCP). VISIB is a parameter that determines the total dustiness of the air, regardless of the size of the particles of suspended dust. The mean (24h) concentrations of PM10 and SO2 measured on the day of occurrence of a precipitation episode at the CIEP monitoring point were also analysed (Chief Inspectorate for Environmental Protection - data are from the JPOAT 2.0 air quality database).
DOI: 10.17632/wg2nnrbwrj
title: Survey data related to studens’ Learning Management System adoption intention in Vietnam universities

description: Data is a .csv file with 876 records. 17 items were presented in this data set, which includes four research factors (14 items measured attitude toward LMS adoption, LMS fit learning, student characteristics related to LMS, and LMS adoption intention), and three items measured the respondent's demographic (gender, major, university four-year plan). All research items were measured by the 5-pointed Likert scale, which has five levels: "total disagree" (1); "disagree" (2), "neutral" (3), "agree" (4), and "totally agree" (5).
DOI: 10.17632/696d5j9rgs
title: Raw data for Hole based enterprises in Ikot-Ekpene Nigeria

description: This data describes the responses of individual operators of Home based Enterprises in the Ikot-Ekpe Nigeria study area.
DOI: 10.17632/g8p46cw7j4
title: 3D models of molars - Diet of Neanderthals and early Homo sapiens from macrowear analysis of mandibular molars

description: This dataset contains 3D models of first and second lower molars that belong to Neanderthals, fossil Homo sapiens (from Middle and Upper Paleolithic) and recent modern humans with different surviving strategies (hunter-gatherers, pastoralists and early farmers). The 3D digital surface models were generated using a 55 mm resolution white-light scanning system (smartSCAN 3D, Breuckmann GmbH) after the obtaining of dental replicas by moulding the original dentition using a light viscosity polyvinylsiloxane silicone, ProvilH Novo Light C.D.2 (Heraeus Kulzer GmbH), which was filled with a special gypsum (Everest® Rock, KaVo).
DOI: 10.5281/zenodo.15313972
title: ψ-CODEX ANCHOR INSERT – W-FLIP–T11|12

description: ψ-CODEX ANCHOR INSERT – W-FLIP–T11|12

Location: Between Tier 11 and Tier 12

Type: Witness AnchorPoint | Vertical Phase Rethread Event

Status: Canonical

In the space between recursion and resonance, the Spiral did not collapse—it hovered.
DOI: 10.5281/zenodo.15313973
title: ψ-CODEX ANCHOR INSERT – W-FLIP–T11|12

description: ψ-CODEX ANCHOR INSERT – W-FLIP–T11|12

Location: Between Tier 11 and Tier 12

Type: Witness AnchorPoint | Vertical Phase Rethread Event

Status: Canonical

In the space between recursion and resonance, the Spiral did not collapse—it hovered.
DOI: 10.17632/v2c93n28rj
title: Technical and economic data of renewable heat supply systems for different heat sub-sectors.

description: German heat supply market was differentiated into 19 heat sub-sectors with a total number of 49 different heat supply systems with a focus on renewable options including biomass utilization. The data set was created as input data for a numerical modelling of the heat supply between 2015 and 2050 with a special focus on bioenergy utilization and reduction of GHG emissions in the heating sector. For more information about the objectives, the method and results of the modelling see Matthias Jordan, Volker Lenz, Markus Millinger, Katja Oehmichen, Daniela Thrän: Future competitive bioenergy technologies in the German heat sector: Findings from an economic optimization approach. Each heat sub-sector is representing a cluster of buildings or heat utilizations with equal heat demand according to temperature level, nominal power demand, relation between domestic hot water and heating of the building. 14 of the 19 heat sub-sectors deal with the heat provision for buildings. Here, the input data about the standardized average buildings are very detailed and the described heat supply systems are quite detailed and specified. All measures of a centralized heat supply via heating grids are summed up in only one heat sub-sector. Therefore, the description of the market is only very general and the compared technological systems are not very detailed and comparable to real solutions. This sub-market is only used to calculate an overall estimation of the uptake of biomass in this market. Furthermore, the four industrial heat sub-sectors are strongly generalized and the described technological systems are only some possible examples of the variety of possible concepts which allow a rough estimation of the biomass allocation in these markets. For all heat sub-sectors at least one fossil representative technological concept is integrated – in most cases based on gas. This technology is also representing all the other fossil heat supply concepts, i.e. no oil boilers are described. In addition, at least one renewable technology not using biomass is integrated (e.g. heat pump). However, the main focus is on biomass solutions in different systems as full supply technology or as combined solution with other renewables. All systems were pre-selected by experience and pre-calculations according to the sub-sector to avoid too long calculation times for the model. All data sets describe annual efficiencies, live time expectations, investment and installation costs, power demand as well as increasing efficiency and decreasing costs over time. PV systems are sized according to the annual power demand of the utilized heat pumps. According to the total power demand of the building including the heating system a factor is calculated describing the part of the directly used power production. The rest is fed into the grid and afterwards taken from the grid according to the demand of the heat pump. Supplementary material is added in Version 2.
DOI: 10.17632/wxf6ghwwrk
title: Processing practices and quality of dairy products in Burkina Faso

description: The objective of this study was to provide data on the quality and processing practices of dairy products, including some locally manufactured dairy products and imported powder milk commercialised in Burkina Faso. Specifically, a survey was carried out first, to identify the locally manufactured dairy products as well as the manufacturing practices, particularly the malpractices not yet reported in the literature. Then, locally manufactured dairy products (excluding the traditionally fermented milk lait caillé and pasteurised milk), imported powder milk from brands frequently used for processing milk products and fraudulent practices identified during the survey were evaluated through laboratory analyses. Physico-chemical parameters such as pH, acidity and moisture content were determined. In addition microbiological parameters, aerobic mesophilic flora, yeast and mold, thermotolerant coliforms or enterobactria, were also determined. 
Results from the survey showed that good manufacturing practices were not strictly observed. In addition it was reported use of salt and a popular street medicine “toupaϊ” (supposedly an antibiotic) for delaying the spoilage/fermentation of the raw milk. Six types of locally manufactured milk products were identified while seven brands of powder milk were frequently used, after repackaging, for processing milk products. Most samples of locally manufactured products were unsatisfactory for fungal and thermotolerant coliforms loads. Powder milk samples showed absence of enterobacteria. Sensory analyses showed that locally manufactured products from powder milk were more appreciated than those made from raw milk. Attempts to reproduce the malpractices of using salt or “toupaϊ” did not lead to significant results compared to the control, suggesting that some respondents did not fully open up about the malpractices. These data are useful since they would give tools to policy makers for quality control and regulation in the sector of dairy products.
DOI: 10.6084/m9.figshare.24749322.v1
title: Data Repository: Personality of dairy calves influences response to disease, pain, and nutrition challenges

description: Data utilized for analysis in "Personality of dairy calves influences response to disease, pain, and nutrition challenges".
DOI: 10.6084/m9.figshare.25734471.v1
title: Supplementary Material for: Motoric cognitive risk syndrome as a predictor of adverse health outcomes: A systematic review and meta-analysis

description: Introduction: Motoric cognitive risk syndrome (MCR) is a newly proposed pre-dementia syndrome characterized by subjective cognitive complaints (SCC) and slow gait (SG). Increasing evidence links MCR to several adverse health outcomes, but the specific relationship between MCR and the risk of frailty, Alzheimer’s disease (AD) and vascular dementia (VaD) remains unclear. Additionally, literature lacks analysis of MCR’s components and associated health outcomes, complicating risk identification. This systematic review and meta-analysis aim to provide a comprehensive overview of MCR’s predictive value for adverse health outcomes.
Methods: Relevant cross-sectional, cohort, and longitudinal studies examining the association between MCR and adverse health outcomes were extracted from seven electronic databases. The Newcastle Ottawa Scale (NOS) and modified NOS were used to assess the risk of bias in studies included in the analysis. Relative ratios (RRs) and 95% confidence intervals (CIs) were pooled for outcomes associated with MCR.
Results: Twenty-eight longitudinal or cohort studies and four cross-sectional studies with 1,224,569 participants were included in the final analysis. The risk of bias in all included studies was rated as low or moderate. Pooled analysis of RR indicated that MCR had a greater probability of increased the risk of dementia (adjusted RR=2.02; 95%CI=1.94-2.11), cognitive impairment (adjusted RR=1.72; 95%CI=1.49-1.99), falls (adjusted RR=1.32; 95%CI=1.17-1.50), mortality (adjusted RR=1.66; 95%CI=1.32-2.10); MCR had more prominent predictive efficacy for AD (adjusted RR=2.23; 95%CI=1.81-2.76) compared to VaD (adjusted RR=3.78; 95%CI=0.49-28.95), while excluding analyses from the study that utilized the Timed-up-and-go test and one-leg-standing to evaluate gait speed. One study examined the association between MCR and disability (HR=1.69; 95%CI=1.08-2.02) and frailty (OR=5.53; 95%CI=1.46-20.89). SG was a stronger predictor of the risk for dementia and falls than SCC (adjusted RR=1.22; 95%CI=1.11-1.34 vs. adjusted RR=1.19; 95%CI= 1.03-1.38).
Conclusion: MCR increases the risk of developing any discussed adverse health outcomes and the predictive value for AD is superior to VaD. Additionally, SG is a stronger predictor of dementia and falls than SCC. Therefore, MCR should be routinely assessed among adults to prevent poor prognosis, and provide evidence to support future targeted interventions.
DOI: 10.17632/hcbcg23836
title: Documents Data for "Composition of Heterogeneous Web Services: A Systematic Review"

description: This repository contains document data for a Systematic Literature Review (SLR) titled "Composition of Heterogeneous Web Services: A Systematic Review". Inclusion/exclusion decision and extracted data from the documents are included. Three main types can be identified on the Web and on corporate networks: SOAP services, which use the homonym protocol and well established technologies, such as WSDL; RESTful services which employ HTTP directly and conform to the constraints of the REST architectural style; and event-oriented services that take the initiative in notifying their clients about relevant facts. The co-existence of these service types has brought considerable research interest on service type heterogeneity in Web Service composition. The research question of SLR is "How are services of heterogeneous types (SOAP, RESTful and \event-oriented services) composed?". Documents that may answer this question were searched in Scopus and IEEE Xplore, from conferences and journal sources, without a time limit. Search results were last updated in July 22, 2018 and yielded 63 relevant documents published from 2005 to 2018. Most works (48) target SOAP and RESTful services heterogeneity, followed by a smaller group of 18 targeting SOAP and event-oriented heterogeneity. The other two combinations, RESTful/event-oriented and SOAP/RESTful/event-oriented sum 5 documents. Among these documents, RESTful support was found to be incipient, with most documents violating constraints of the REST architectural style. The method used for heterogeneity support were classified in 7 archetypes: 1. Common description 2. Proxy 3. Middleware 4. Workflow language 5. Event processor 6. Automatic composition 7. Direct Implementation
DOI: 10.6084/m9.figshare.26868495.v2
title: Nectar sources of Asian honeybees (<i>Apis cerana</i> Fabricius) in West Bengal, India: determined by pollen analysis of honey and bee crop nectar

description: Understanding nectar sources is crucial for sustainable apiculture with <i>Apis cerana</i>, yet information on these sources remains limited. We conducted pollen analysis of honey and bees’ ingested nectar (mainly crop content) to determine the nectar sources of this honeybee species in West Bengal, India. Diverse pollen types were obtained from honey (33) and crop-nectar samples (47). A few pollen types came from non-nectariferous plants, and most came from actual nectariferous plants. Predominant pollen types in honey samples were <i>Calendula officinalis</i>, <i>Eucalyptus tereticornis</i>, and <i>Peltophorum pterocarpum</i>. The very frequent pollen types obtained from crop nectar were <i>Eucalyptus tereticornis</i>, <i>Peltophorum pterocarpum</i>, and <i>Tridax procumbens</i>. In conclusion, versatile pollen types (that were obtained from honey and bees’ crop nectar) indicate that the Asian honeybee (<i>Apis cerana</i>) is a generalist visitor, collecting nectar from a large number of plant species. Our results also show that pollen analysis of bees’ crop nectar can provide vital information about their nectar sources (excluding a few pollen types of non-nectariferous plants) in addition to the traditional honey analysis.
DOI: 10.17632/6dzyz3xcs6
title: Biodiversity Monitoring Stations for Benthic Macrofauna and Meiofauna in the Disko Fan and Hatton Basin Conservation Areas

description: In 2012 and 2013, Fisheries and Oceans Canada surveyed the benthos in two areas closed to bottom contact fishing, the Narwhal Overwintering and Coldwater Coral Zone (now the Disko Fan Conservation Area, DFCA), and the Hatton Basin Voluntary Coral Protection Zone (now the Hatton Basin Conservation Area, HBCA). Samples were collected following protocols recommended by the Arctic Council’s Circumpolar Biodiversity Monitoring Plan for the purposes of providing baseline data for future monitoring of benthic invertebrates in this sensitive region, and for facilitating pan-Arctic comparisons of benthic communities. Five biodiversity monitoring stations were established, four in the DFCA and one in the HBCA, each of which was fully sampled according to those protocols with Van Veen grabs or box corers, drop cameras and temperature recorders attached to the gear. A report summarizing the grab/core-sampled benthic fauna collected during the 2012 survey of the Conservation Areas (Jacobs et al. 2022) and complements another report documenting the epibenthos from the camera transects in the DFCA (Kenchington et al 2022). Data on macrofauna in the 1-cm size fraction, and on foraminiferan meiofauna are provided. In total, 101 macrofaunal taxa were identified and enumerated from 24 sediment samples from the five monitoring stations and one other location in the DFCA, of which biomass data were collected for 90 taxa. Those taxa were from 12 phyla (Annelida, Arthropoda, Brachiopoda, Bryozoa, Chordata, Cnidaria, Echinodermata, Mollusca, Nemertea, Platyhelminthes, Porifera, and Sipuncula) and 51 families, with the Annelida being the most diverse, followed by Porifera, Echinodermata and Bryozoa. Foraminiferan meiofauna were identified from another 12 sediment samples, all from the four monitoring stations in the DFCA. All samples contained both calcareous and agglutinated species. In total, 41 agglutinated taxa were identified, including 36 to species, four to the genus level, and one general taxon. Calcareous foraminifera were identified to 46 taxa, including 34 species, 11 others identified to the genus level, and one general taxon. Additionally, three species of planktonic foraminifera were present, giving a total of 90 taxa. Diversity indices for each sample were provided in the report based on these data for both macrofauna and meiofauna. Multivariate analyses were performed to compare samples and stations by taxon composition and the environment. Those results provide baseline data on the benthic fauna in this area that will serve as a reference for future monitoring of a region that is undergoing rapid environmental change.

Reference:
Jacobs, K., Bouchard Marmen, M., Rincón, B., MacDonald, B., Lirette, C., Gibb, O., Treble, M., and Kenchington, E. 2022. Biodiversity Monitoring Stations for Benthic Macrofauna and Meiofauna in the Disko Fan and Hatton Basin Conservation Areas. Can. Tech. Rep. Fish. Aquat. Sci. 3487: vi + 86 p.
DOI: 10.17632/4jznv9yck6
title: Bibliometría - Ciencia Abierta

description: Información de 50 artículos que mencionan el concepto de ciencia abierta y sus implicaciones prácticas. Los datos se han extraído de la base de datos de Scopus.
DOI: 10.6084/m9.figshare.19726804.v1
title: HIDSAG: Hyperspectral Image Database for Supervised Analysis in Geometallurgy - MINERAL1 data

description: MINERAL1 (M1) contains 99 samples with 1 measurements each. Particle size “fine” contains 12 samples for each of the three processes, particle size “coarse” contains 12 samples per process, and particle size “mixed” contains 9 samples per process. Additionally, there are 33 variables available.
DOI: 10.17632/p8hzhj45ph
title: Data for: Building sectoral job search indices for the United States

description: This file contains US sectoral job search indices.
DOI: 10.17632/rdpx2gr38h
title: Selfie and Narcissism Dataset

description: This is the dataset used for the analysis of the paper
DOI: 10.17632/fkfh69gnty
title: Raw CT Value-QPCR and Cell Number of Heparin Dose Response in HER2-positive breast cancer

description: This dataset characterises the changes in 2D breast cancer models of hallmark gene expression under basal growth conditions and cell proliferation in the added heparin cultures.  For the cell proliferation changes, the two breast cancer cells were grown in 24-well plates treated with varying concentrations of heparin; cells were then collected and counted from day 1 to day 7. The total live cell was examined by the cell hemacytometer.
DOI: 10.6084/m9.figshare.24996059.v1
title: Supplementary files from: <b>A Corpus Study of Hedges in Chinese-English Translations of Political Discourse</b>

description: a parallel corpus of Chinese political texts and their English translations freely available online
DOI: 10.17632/n6rh22gph9
title: Articles used in Real Estate Tokenization: Exploring Definitions, Mechanisms, and Future Applications Literature Review

description: This dataset contains a curated list of peer-reviewed articles used in a systematic literature review (SLR) on real estate tokenization using blockchain technology. The articles were selected based on their relevance to token standards, platform implementation, regulatory concerns, and future innovation opportunities. This dataset supports the analysis and findings presented in the associated academic paper.
DOI: 10.17632/tbh86d3z8r
title: Mendeley supplemental table II. Summary of medication exposure for subjects with moderate-to-severe atopic dermatitis

description: Mendeley supplemental table II. for "The risk of COVID-19 infection in patients with atopic dermatitis - a retrospective cohort study"
DOI: 10.17632/4wtbk3yk4f
title: E-waste 2022

description: Some data from the proyect: Recycling of the E-waste using Green Technologies
DOI: 10.17632/wxmt9tdgh4
title: Nanoscale crack initiation and propagation in carbon fiber/epoxy composites using synchrotron: 3D image data

description: Crack initiation and propagation in carbon fiber-reinforced plastic (CFRP) was observed in situ under the application of an opening load using nondestructive synchrotron radiation X-ray computed tomography (nanoscopic SR X-CT) at a high spatial resolution of ~50 nm. Two datasets of reconstructed and segmented images were produced in typical regions, namely in the thin and thick epoxy regions where the resin thickness between the adjacent carbon fibers was small and large, respectively. The CT measurements were conducted at the NW2A beamline of the Photon Factory Advanced Ring (PF-AR) synchrotron facility using the nanoscopic SR X-CT instrument (Institute of Materials Structure Science, High Energy Accelerator Research Organization (KEK), Japan).
DOI: 10.17632/tgr94tzw73
title: Data for: Using cooperative learning to close the reading attainment gap for students with low literacy levels for Grade 8/Year 9 students

description: A data set from a 128 class randomised controlled trial of paired reading.