cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/mktgfhf7rx
title: Comparative optimization of apple pomace pretreatment conditions to maximize sugar generation for dark fermentative biohydrogen production

description: This study compared autoclave-assisted extraction (AAE), heat-assisted extraction (HAE), and ultrasound-assisted extraction (UAE) techniques for producing fermentable sugars. The Box–Behnken response surface experimental design was employed to optimize the independent variables of AAE (apple pomace particle size-Dp, pH, hydrolysis temperature-T, hydrolysis time-t), HAE (Dp, pH, T), and UAE (Dp, ultrasonication power-P, t) in order to maximize the dependent variables of total sugars (TS) yield and supernatant recovery (SR). The optimum conditions for AAE, HAE, and UAE resulted in TS yields of 0.39 g/g, 0.54 g/g, and 0.53 g/g of dry apple pomace, respectively. Micronutrients essential for the fermentation process, such as boron, manganese, iron, copper, zinc, and molybdenum, were analyzed from extracts produced under optimal conditions for each hydrolysis technique. Potential microbial inhibitors such as carboxylic acids, furfural, ketones, and phenols in the hydrolysate were also analyzed. The HAE optimum conditions (Dp=170.8 μm, pH=3.73, T=99.1 °C), showed significantly higher yields of TS and essential elements, and lower concentrations of potential microbial inhibitors. As a result, it was selected as the best hydrolysis technique and used to produce apple pomace hydrolysate (APH) for the fermentation. Batch fermentation was then conducted with APH and glucose (control) substrates employing Clostridium tyrobutyricum. Biohydrogen, lactic, acetic, propionic, and butyric acids production were monitored daily. The reassimilation of acetic acid for enhanced butyric acid production was observed. The volumetric hydrogen production rates (VHPR) were 433.92 mL/L·day for glucose and 744.51 mL/L·day for APH. The findings highlight apple pomace waste's potential as a feedstock for biohydrogen and organic acid production, supporting waste valorization, carbon neutrality, and the circular economy.
DOI: 10.6084/m9.figshare.10288498.v2
title: exp 2 (polish data) 'emotional faces and biological motion study'

description: raw data obtained from poland for experiment 2. The demographic spreadsheet is included.
DOI: 10.6084/m9.figshare.15183495.v9
title: Epigenomic and transcriptomic analyses define core cell types, genes and targetable mechanisms for kidney disease (Data Set)

description: Summary statistic data of eGFRcrea GWAS, kidney eQTL and kidney mQTL data<br>Kidney mQTL mapping was performed based on genotype and DNA methylation data of kidney samples from 443 trans-ancestry individuals (79% are of European ancestry). The significance of the top associated variants per CpG was estimated by adaptive permutation in FastQTL using the covariates above and the setting “--permute 1000”. Beta distribution-adjusted empirical p-values from FastQTL were used to calculate q-values using Storey’s q method, and a false discovery rate (FDR) threshold of ≤0.01 was applied to identify CpGs with a significant mQTL. Totally, we identified 139,313 mCpGs and 13,771,378 significant SNP-mCpG pairs<br>eGFRcrea GWAS meta-analysis was performed in 1,508,659 trans-ancestry individuals (80% are of European ancestry) by integrating five GWAS studies. We identified 90,950 variants showing genome wide significant (p &lt; 5E-8) association with eGFRcrea.<br>Kidney eQTL meta-analysis was performed in 686 trans-ancestry individuals (72% are of European ancestry) by integrating four eQTL studies. To define eGenes, we used the Storey approach to calculate q values for all associations for each gene. With significant q value (&lt; 0.01), we identified 10,430 eGenes and 1,222,250 significant SNP-gene pairs.<br><br>
DOI: 10.6084/m9.figshare.28692029.v1
title: Cottbusser Musikherbst - Concertworkshop with young german and southafrican composers

description: Creative Output "Concertworkshop with young german and southafrican composers"
DOI: 10.6084/m9.figshare.28826528.v1
title: Implementation years of municipal participatory budgets in Poland (2011-2024)

description: The database contains data on implementation years of traditional, territorial PBs introduced by Polish municipalities in the years 2011-2024.Two types of implementation years are included: year of legal introduction (through a local act) and year of first launch (i.e. start of information campaing or projects submission).
DOI: 10.17632/xcy72nzg3b
title: LINF_190008700

description: PDZ domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.15168456.v1
title: Data Set.zip

description: All data required to reproduced Raman spectra, AFM thickness and temperature profile
DOI: 10.6084/m9.figshare.21424440.v1
title: R for Social Science Carpentry Plotting Data

description: R for Social Sciences Plotting Data
DOI: 10.6084/m9.figshare.4772323.v1
title: Risk and Loss aversion in pathologically anxious and matched control individuals

description: This dataset contains data collected on 25 pathologically anxious individuals (meeting criteria for GAD) and 23 matched healthy controls on a task measuring gambling behavior, its modulation by incidental emotional cues, and working memory for these emotional cues.Computational modelling derived from Prospect Theory was employed to formally estimate risk and loss aversion parameters from the gambling data, revealing that relative to healthy controls, anxious individuals exhibit enhanced levels of risk aversion, but no difference in loss aversion.There was no effect of emotional cues on gambling or working memory (and no group differences on these variables).The dataset shows parameter estimates from the Prospect Theory model: Mu (inverse temperature, free parameter), Lambda (loss aversion), and Rho (risk preference). The parameters were log-transformed because of their distribution (Log Mu, Log Loss Aversion, Log Risk Aversion). A Maximum A Posteriori (MAP) estimation procedure was also run to corroborate the main results, leading to another set of parameter estimates labelled "MAP". The next columns of the data set shows group (anxious vs control), MDD group (whether the anxious individuals also met criteria for Major Depression), Trait anxiety and BDI scores. Log-transformed parameter values are then shown for each emotion condition separately. Then come gamble propensity data, calculated across all trials, separately for each gamble type, and then for each emotion condition; followed by working memory performance and reaction time data.For more details please refer to the published version of the paper:Charpentier CJ, Aylward J, Roiser JP, Robinson OJ (2017) Enhanced Risk Aversion, But Not Loss Aversion, in Unmedicated Pathological Anxiety. <i>Biological Psychiatry</i>. in press
DOI: 10.15131/shef.data.11843202.v1
title: Helical Inerter Test Data from 2016

description: Data from the testing of a novel type of fluid inerter system where the inertance can be varied. This inertance is achieved by having a fluid filled cylinder that induces flow in a helical pipe system. The parameters of the helical pipe system can be adjusted to give different amounts of inertial force depending on the requirements. See Reference below for full details.<br>Parameters for the tests are given in the file name: Xmm_Yhz_Z.txtWhere X is amplitude in mmY is sine wave frequency in HzZ is the test case: For test case 2, the radius of the helix was 120mm and for test case 3 the radius of the helix was 80mm. See reference below for full details of the parameters.<br>Further details of the tests cab be found in the following paper:@CONFERENCE{SmithWaggEACS, author = {Smith, N.D.J. and Wagg, D. J.}, title = {A fluid inerter with variable inertance properties}, booktitle = {Proceedings of the 6th European Conference on Structural Control}, year = {2016}, pages = {1--8}, note = {https://doi.org/10.15131/shef.data.4206096.v1}}
DOI: 10.6084/m9.figshare.24146304.v12
title: Database on ecosystem-level global change manipulative experiments in China and carbon sink responses

description: A dataset on 558 global change manipulative experiments in China from 1140 publications. Information included experimental site, climate (mean annual temperature and precipitation), vegetation types, experimental treatments and manipulative magnitudes. Data of net primariy productivivty and net ecosystem productivity extracted from these publications were also provided.
DOI: 10.6084/m9.figshare.24265126.v1
title: COPD raw data.zip

description: COPD patients are likely to suffer respiratory failure meantime, which seriously compromises their prognosis. The pathogenesis of COPD involves systemic inflammation, and inflammation indices such as PLR and NLR are linked to its severity.
DOI: 10.6084/m9.figshare.4535567.v1
title: Supplementary Material for: Differential Gene Expression in Gonadotropin-Releasing Hormone Neurons of Male and Metestrous Female Mice

description: <b><i>Background:</i></b> Gonadotropin-releasing hormone (GnRH) neurons play a pivotal role in the regulation of the hypothalamic-pituitary gonadal axis in a sex-specific manner. We hypothesized that the differences seen in reproductive functions of males and females are associated with a sexually dimorphic gene expression profile of GnRH neurons. <b><i>Methods and Results:</i></b> We compared the transcriptome of GnRH neurons obtained from intact metestrous female and male GnRH-green fluorescent protein transgenic mice. About 1,500 individual GnRH neurons from each sex were sampled with laser capture microdissection followed by whole-transcriptome amplification for gene expression profiling. Under stringent selection criteria (fold change &gt;1.6, adjusted p value 0.01), Affymetrix Mouse Genome 430 PM array analysis identified 543 differentially expressed genes. Sexual dimorphism was most apparent in gene clusters associated with synaptic communication, signal transduction, cell adhesion, vesicular transport and cell metabolism. To validate microarray results, 57 genes were selected, and 91% of their differential expression was confirmed by real-time PCR. Similarly, 88% of microarray results were confirmed with PCR from independent samples obtained by patch pipette harvesting and pooling of 30 GnRH neurons from each sex. We found significant differences in the expression of genes involved in vesicle priming and docking <i>(Syt1, Cplx1)</i>, GABAergic <i>(Gabra3, Gabrb3, Gabrg2)</i> and glutamatergic <i>(Gria1, Grin1, Slc17a6)</i> neurotransmission, peptide signaling <i>(Sstr3, Npr2, Cxcr4)</i> and the regulation of intracellular ion homeostasis <i>(Cacna1, Cacnb1, Cacng5, Kcnq2, Kcnc1)</i>. <b><i>Conclusion: </i></b>The striking sexual dimorphism of the GnRH neuron transcriptome we report here contributes to a better understanding of the differences in cellular mechanisms of GnRH neurons in the two sexes.
DOI: 10.6084/m9.figshare.1011970.v1
title: The experimental results for the u _{mathrm{HF}}^{--} and u _{mathrm{HF}}^{-+} in comparison with three-body QED calculations, where u _{ m {mathrm{HF}}} denotes the SSHF transition frequencies, δ<sub>exp</sub> is the relative error of the measured frequencies and Γ the resonance linewidth

description: <b>Table 2.</b> The experimental results for the \nu _{\mathrm{HF}}^{--} and \nu _{\mathrm{HF}}^{-+} in comparison with three-body QED calculations, where \nu _{\rm {\mathrm{HF}}} denotes the SSHF transition frequencies, δ<sub>exp</sub> is the relative error of the measured frequencies and Γ the resonance linewidth. The relative deviation of experiment and theory is defined as δ<sub>th–exp</sub> = (ν<sub>exp</sub> − ν<sub>th</sub>)/ν<sub>exp</sub>. The quoted theoretical precision is ~5 <b>×</b> 10<sup>−5</sup> from the limitation of the Breit–Pauli approximation that neglects terms of relative order α<sup>2</sup>. This does not include numerical errors from the different variational methods used. For [11], \Delta \nu _{\mathrm{HF}}^{\pm } was calculated from the difference of the tabulated antiproton spin-flip transitions J^{--+}\longrightarrow J^{---} and J^{+-+}\longrightarrow J^{+--}, resulting in a relative error of 3 <b>×</b> 10<sup>−4</sup>. <strong>Abstract</strong> In this work, we describe the latest results for the measurements of the hyperfine structure of antiprotonic <sup>3</sup>He. Two out of four measurable super–super-hyperfine (SSHF) transition lines of the (<em>n</em>, <em>L</em>) = (36, 34) state of antiprotonic <sup>3</sup>He were observed. The measured frequencies of the individual transitions are 11.125 48(08) GHz and 11.157 93(13) GHz, with the increased precisions of about 43% and 25%, respectively, compared to our first measurements with antiprotonic <sup>3</sup>He (Friedreich <em>et al</em> 2011 <em>Phys. Lett.</em> B <strong>700</strong> 1–6). They are less than 0.5 MHz higher with respect to the most recent theoretical values, still within their estimated errors. Although the experimental uncertainty for the difference of 0.032 45(15) GHz between these frequencies is large as compared to that of theory, its measured value also agrees with theoretical calculations. The rates for collisions between antiprotonic helium and helium atoms have been assessed through comparison with simulations, resulting in an elastic collision rate of γ<sub><em>e</em></sub> = 3.41 ± 0.62 MHz and an inelastic collision rate of γ<sub><em>i</em></sub> = 0.51 ± 0.07 MHz.
DOI: 10.6084/m9.figshare.11993202.v1
title: Italian dataset (Sazzini et al. 2020)

description: Whole genome sequence data generated for the Italian population and merged with reference datasets used for comparative analyses as described in Sazzini et al. 2020 (BMC Biology).
DOI: 10.6084/m9.figshare.27191148.v2
title: Supplementary Material for: The development of an intradisciplinary staff training intervention on the optimal management of behavioural and psychological symptoms of dementia: A qualitative study

description: Introduction: Behavioural and psychological symptoms of dementia (BPSDs) are a group of highly prevalent symptoms in residents with a neurocognitive disorder (NCD), including agitation and depressive symptoms. Caregiving staff often mention knowledge and skills deficits regarding optimal BPSD management. While several staff trainings on BPSDs management exist internationally, their transferability to other clinical contexts is limited, owing to methodological challenges. Therefore, to address this implementation gap, there is a strong need for trainings based on high-quality research to strengthen existing evidence, ensure feasibility and reproducibility.
Methods: This qualitative study, part of a larger research project, occurred in 2022 on a long-term care (LTC) center unit and an alternate level of care (ALT) hospital unit located in the Province of Quebec, Canada. This study aimed to: 1) evaluate the needs and perceptions of staff caregivers regarding BPSD management, 2) identify the training content and modalities to prioritize according to experts, 3) develop an intradisciplinary training on BPSD management, and 4) pretest the preliminarily version of the training. Objectives one and two were evaluated using focus groups and objective four using individual cognitive interviews. Qualitative interview data was audio-recorded with participants’ consent, transcribed verbatim, and thematically content analyzed using an established method.
Results: Overall, thirteen caregivers participated in objective one (8 from the LTC unit, and 6 from the ALT unit). The main staff training need identified on each site was the management of resident’s aggressive behaviours. Staff verbalized a preference for a virtual training. Objective 2 involved a panel of eight experts. Experts recommended the use of an online training platform, and certain training models and indicators. Based on caregivers and experts’ input, five interactive online staff training capsules lasting from 20-25 minutes each and an algorithm guiding the evaluation and management of BPSDs were created. The training capsules and the algorithm were iteratively improved following cognitive interviews with 4 caregivers from the participating sites. 
Conclusion: An interactive virtual staff training on BPSD management was created based on staff and expert consultation. The next step in investigation will be to evaluate the feasibility and acceptability of the training.
DOI: 10.6084/m9.figshare.3790611.v1
title: Irrigated Area Maps for India

description: <b>New Version!! -- Please use the updated data located at:</b><br><b>https://figshare.com/articles/Remotely_sensed_irrigated_area_mapping_in_India_for_2000-2015/4012635</b><br>Irrigated area maps for India for the period of 2000-2015. Each file (2000-2001.tiff) contains irrigated area maps with values 0 and 1 representing non irrigated and irrigated areas, respectively.<br><br>
DOI: 10.17632/dkhhpp37nj
title: Warehouse layout - the Cross Aisle Location Problem (CALP)

description: The presented data are the parameters of the Cross Aisle Location Problem (CALP).
The data (file “Cross Aisles Location Problem - data set - Redmer_A.xlsx”) are organized in 3 sheets as follows:
- sheet “General data” contains both indices (their upper values) and parameters describing warehouse (its layout, demotions, storage capacity) and storage strategy, i.e., the double-class-based storage strategy within/across location pattern.
- sheet “Storage locations numbering” contains ordinal numbers l = 1, 2, 3, …, L of particular storage locations l labelled  by Ll = {a, h, r, s} being the combinations of indices a, h, r, and s (see sheet “General data”) and defining storage strategy (in this case the aforementioned double-class-based storage strategy within/across location pattern) and also so called “warehouse map”.
- sheet “Items retrieving probabilities” contains retrieving probabilities of particular stored items/SKUs i assigned to particular storage locations l.
The data are a real life ones and were gathered in the logistics company keeping in the warehouse its client’s stock of decorative products. All the stored items (about 2 100 SKUs) are palletized. The warehouse with rectangular layout contains one front, one end and 17 (3,2 m wide and 73 m long) storage aisles perpendicular to the front/end ones. There are 27 rack bays with 3 slots each on each side, each level of each storage aisle. The dimensions of the warehouse counts for about 100 by 200 m (20 000 m2) giving about 2 750 storage locations on 5 levels (13 750 in total). The I/O point is located in the upper left corner of the warehouse. The double-class-based storage strategy including items’ retrieving probability and fragility is applied along with the S-shape routing method. There are 3 (ABC classification) retrieving probability based and 7 fragility based storage classes (21 in total). It is assumed the use of the full-turnover strategy to assign particular items to picking locations (level 0) within each of the 21 storage classes. About 650 picking locations remain idle. There is the only one 2,7 m wide cross aisle located exactly at the middle of the warehouse, i.e., at rack bay number 14. The manual (person-to-goods), low level, single order picking process with the picking locations (about 2 750) on the ground/zero level and storage locations (11 000) above them. Pickers can change storage aisles at the front one, end one, and at cross aisle as well. Average order (pick list size) amounts for 35 items.
DOI: 10.17632/frwfmmpy72
title: A low-cost autonomous and scalable hydroponics system for space farming

description: An alternative food production system using hydroponics is proposed to grow vegetables in a controlled environment that is implementable in space. The proposed system is an autonomous, modular, scalable, and soilless food production platform (ASFP) that can be installed in a spacecraft by meeting requirements and constraints set by the National Aeronautics and Space Administration (NASA). A suite of Internet of Things (IoT) sensors was used to monitor indoor climate as well as water quality in ASFP. Average values of air temperature and relative humidity in the environmentally-controlled room are maintained between 20 – 24 °C and 48 – 62%, while water quality components, including dissolved oxygen (DO, ppm), electrical conductivity (EC, µS/m), pH, and water temperature (WT, Celsius) are monitored by the IoT sensor in real-time during the growing period. Repeated measure analysis is also performed to evaluate the plant growth performance. The result indicates that plant growth is attributed significantly to pH and EC values. A real-time data visualization and sharing platform is another avenue for the space farming ecosystem in the years to come.
DOI: 10.17632/n3jfn7z9zb
title: Exploring the Relationship between Beach Boys and Tourists Using Hostguest Theory: The Case of Bentota, Sri Lanka

description: Beach boys in the informal tourism sector are often identified as sex workers whose behaviour affect the tourists’ experience either positively or negatively. The relationships developed between the beach boys and the tourists constitute important phenomenon in tourism host-guest theory. The aim of this study was to identify the type of relationship exists in between beach boys and tourists in Sri Lanka. The sample consisted of eleven beach boys in Bentota National Holiday resort, whose interviews were recorded, transcribed and analysed through qualitative content analysis method using NVivo 11 tool. The findings of the content analysis are uploaded in to the data set as tables. The results indicate that the beach boys make diverse attempts to initiate relationships with the tourists by being sales persons, guides, companions and sex partners while some beach boys eventually become the life partners of the foreign female tourists extending the horizons of host-guest theory.
DOI: 10.6084/m9.figshare.15062289.v2
title: SARS-CoV-2 Failed QC Illumina paired end reads

description: This dataset is consisted of 24 bad paired end Illumina reads from sequencing SARS-CoV-2 genomes.
DOI: 10.6084/m9.figshare.22673866.v1
title: Table I – The questions list for questionnaire – Demographics and basic work characteristics of survey respondents

description: <strong>The questions list for questionnaire – Demographics and basic work characteristics of survey respondents</strong>
DOI: 10.17632/2jv2wfycfx
title: Simulation data for the comparison of electrolysis technologies in the context of Power-2-Gas

description: Models and simulations for Electrolysis and Power-To -Methane processes.
DOI: 10.15468/dl.8tdr6e
title: Occurrence Download

description: A dataset containing 695705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 695705 records from 1098 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025422-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.