cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/z3fvh52px9
title: PhysiologicalNeedsSimulationDataset

description: This dataset describes a simulation of sensors in the patient's room.
Time : this feature indicates the real time. 
Room Temperature : indicates the inside temperature of the room. According to the standards \cite{chambremalade}, it must be between 18 and 20 degrees whatever the season. 
Outdoor temperature : measures the instantaneous temperature of the exterior.
Room brightness : gives the interior brightness of the room. This value can be between 0 and 100.
state_window : The window can be categorized into two possible states: either closed (value between [0..1]) or open (value between [1..2]).
The bed's state : the bed has three different states: either completely low (between[0.1]), intermediate (between[1.2]) or completely high (between[2.3]).
real_action : indicates the real action that the intelligent assistant should take for a given situation.
The file "8actions_DS.csv" is the dataset used for training the model. The two files "Test2.csv" and "Test_DS" are used for test.
DOI: 10.17632/vv75jpr5hh
title: Data for: Additions of sugar and nitrogenous fertiliser affect plant nitrogen status and soil microbial communities

description: Supplementary File 1: Alpha diversity metrics for each soil sample Supplementary File 2: Relative abundance of 16S rRNA features (OTUs) for each sample in the dataset rarefied to 7471 reads Supplementary File 3: Relative abundance of fungal ITS features (OTUs) for each sample in the dataset rarefied to 41,958 reads
DOI: 10.17632/gfwnpfzg2g
title: Data set - Structural Characterization of an Ionic Liquid in bulk and in nano-confined environment using data from MD simulations

description: Data from MD simulations
DOI: 10.17632/5hygkgjvdp
title: Data for: Numerical Investigation of the Gas–Solid Heat Transfer Characteristics of Packed Multi-size Particles
DOI: 10.15468/dl.9fyzy8
title: Occurrence Download

description: A dataset containing 71283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus strobus L."
 ]
}

 The dataset includes 71283 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001589-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pr44zn3tc6
title: Badanie sprawozdań baza danych (Super Memo 15)

description: Badanie sprawozdań finansowych kurs podstawowy baza danych pod Super Memo (v.15 - freware). Proszę rozpakować plik zip w folderze Systems w katalogu Super Memo. Baza na podstawie wykładów oraz publikacji Staszkiewicz, Piotr. 2015. Audit. An Introduciton to International Standards on Auditing. Warsaw: SGH-Oficyna Wydawnicza.
DOI: 10.17632/h5hyds8b74
title: Histone H3.1 is a chromatin-embedded redox sensor triggered by tumor cells developing adaptive phenotypic plasticity and multidrug resistance

description: Raw data for panels 5A-D. Py230, Py8119 cells expressing roGFP2-Orp1 and inducible TET-ON NLS-catalase were treated with 200 nM doxorubicin (DXR) or 10 nM paclitaxel (PTX) for 15 days after seeding. The expression of NLS-catalase occurred by treating the cells with 100 ng/mL doxycycline. The redox state of the nucleus and cell death/proliferation were measured daily using the Lionheart FX microscope (Biotek). roGFP2-Orp1 was excited sequentially at 405 nm and 488 nm and the emission was recorded at 525 nm. The generated images were analyzed using FIJI ImageJ. Each channel was converted to 8-bit, and Median (radius = 2 pixels) and Gaussian blur (radius = 2 pixels) were applied. The background was subtracted and a threshold was set to avoid artifacts. Only the nuclear area was considered for the analysis. Oxidation levels were then determined on a pixel by pixel basis using the Imaging Expressing Parser tool. Final values were obtained using Analyzing particles tool (size: 10 μm2 - infinity; circularity: 0.10–1.00).
DOI: 10.17632/szjyxtn9sz
title: Dataset Premarital sex among Early Adolescents; The survey results using Respondent Driven Sampling (RDS) method

description: This data set contains the results of data collection survey using the Respondent Driven Sampling method. The contents include sexual intercourse among early adolescents, sociodemographic characteristics and intermediary factors that are believed to cause adolescent engaged in sexual intercourse. Raw data is prepared according to the format used to analyze it using RDSAT version 7.1.46
DOI: 10.17632/wh3c5z2htd
title: Pilot study on genetic associations with age-related sarcopenia

description: Understanding the effects of genetic factors interacting with individual variations in muscle strength, quality and functionality would be relevant to improve understanding of the presence of sarcopenia in older adults. The significance of genetic information for the risk prediction of sarcopenia was investigated in the present study. We tested whether the individual polymorphism in the Methylenetetrahydrofolate reductase (MTHFR), Alpha-actinin-3 (ACTN3), Nuclear respiratory factor 2 (NRF2), Vitamin D receptor (VDR FokI), Adrenoceptor beta 2 (ADRB2), C-X3-C motif chemokine receptor 1 (CX3CR1), and Neuronal PAS domain protein 4 (NPAS4) genes are associated with sarcopenia in older adults. The genotype distributions of all gene polymorphisms in the control group and in the sarcopenic group is presented in the experimental dataset.
DOI: 10.15468/dl.n4sag2
title: Occurrence Download

description: A dataset containing 1671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eulemur fulvus (É.Geoffroy Saint-Hilaire, 1796)"
 ]
}

 The dataset includes 1671 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001633-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mxvd4y7sgp
title: CNS Conditioning Effect

description: This dataset look at the CNS conditioning response. Spinal cord lesions were performed 24hrs before neuron isolation from the cortex.  Cells were then cultured for 1 day, 2 days, 3 days, 5 days or 7 days in culture.  Naive cultures consists of neurons isolated from the cortex with no prior conditioning lesion.  Control cells were cultured for 1 day, 2 days, 3 days, 5 days or 7 days in culture.  RNA was then isolated and processed for RNA sequencing.
The alignment summary and subsequent differential expression analysis of RNA-seq data collected from a total of 29 mouse samples. Reads were aligned to the latest mouse mm10 reference genome using the STAR spliced read aligner. Total counts of read-fragments aligned to known gene regions within the mouse mm10 refSeq reference annotation are used as the basis for quantification of gene expression. Fragment counts were derived using HTS-seq program using mm10 Ensembl transcripts as model. Various QC analyses were conducted to assess the quality of the data and to identify potential outliers. Differentially expressed genes were identied using bioconductor package edgeR at adjusted p-values (FDR) of less than or equal to 0.1.
DOI: 10.17632/57f7j7rhgg
title: Data for: A general model for predicting the airflow rates of a vertically installed solar chimney with connecting ducts

description: Contains the excutable file for the calculation of solar chimney airflow rates. It applies to the vertical, square type of solar chimneys. Contains 15 datasets of solar chimney experimental data from 9 references, which were used in this study to calibration and validate the plume model developed. Contains the 15 datasets of solar chimney experimental data from 9 references. Contains the model predictions by the model for the 15 datasets.
DOI: 10.17632/b4bpb4whzz
title: LINF_350014000

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/22d43y3r8j
title: Data for: Urban Infrastructure-related Displacement in Nigeria

description: The data repository presented here is related to research article titled “Evicting the poor in the ‘overriding public interest’: Crisis of rights and interests, and contestations in Nigerian cities” (Onyebueke, et al., in press) [1]. This data article presents relevant national and city-level data on patterns, trend, and impacts of reported urban infrastructure-related displacements in Nigeria between 2010 and 2016. The data of reported cases of displacements in Nigeria is presented in tabular matrix with, on the one hand, nested rows designated as six Sub-regions, 36 States and Abuja Federal Capital Territory, and Case Location/Local Government Area, and, on the other, 14 columns of variables. The rows were itemized correspondingly as follows: Type of infrastructure project; Mode of displacement; Status of displacement; Mechanisms of displacement; Reasons given for displacement; Project funder/initiator; Type of displacement; Number of people/persons affected; Reported social characteristics of people affected; Response of those affected; Action(s) Outcome; Source(s) of information and link; Date(s) reported; and Notes. By synthesizing secondary information sources on the subject matter, it is hoped that this data will bridge the information gap and lay a solid foundation for a repository of existing and future information, while serving as a resource for advocacy at national and sub-national levels
DOI: 10.15468/dl.fu6uhp
title: Occurrence Download

description: A dataset containing 23344 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmodus Wied-Neuwied, 1826"
 ]
}

 The dataset includes 23344 records from 385 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001632-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10885583
title: Layline Shareholder activism dataset
DOI: 10.17632/2hxckw6y32
title: Facial Recognition Dataset FULL WITH MIRRORED (part 2 of 6)

description: Images of subjects for usage with facial recognition program training/testing.
DOI: 10.17632/g65ddzvv8p
title: Data for: GIS based water balance components estimation in northern Ethiopia catchment

description: The soil sampling units location was included.
DOI: 10.17632/grbm7krzkb
title: Parents & Host Families Dataset

description: A-NSKQ Data and Thematic Analysis from Parent and Host Family focus groups.
DOI: 10.17632/4gyydjb4y9
title: The mammals of the Palaeo-Agulhas Plain

description: This data set is a comprehensive species list for each ‘MIS assemblage’ derived from 13 sites (see Table 1 in Venter et al. 2019) of major importance for palaeoenvironmental reconstruction of the Palaeo-Agulhas Plain. Venter, J.A., Brooke, C., Marean, C., Hervé Fritz1; Helm, C.W. (2019) Large mammals of the Palaeo-Agulhas Plain showed resilience to extreme climate change but vulnerability to modern human impacts , Quaternary Science Reviews.
DOI: 10.17632/jrxsg9c8r7
title: Data for: Prediction of soil wind erodibility using a hybrid Genetic Algorithm - Artificial Neural Network method

description: Data set provided in southeast of Iran, Kerman Province. This data is due to wind erodibility.
DOI: 10.17632/b987vjtnxs
title: Ventilation and breathing patterns during walking in the 3rd trimester of pregnancy. Dataset from EVOBREATH 2016-2017

description: This dataset contains records of an experimental research project (BioE6-CEIC 1595) on the breathing pattern and the energetic cost of walking in pregnant women during the last trimester of gestation. The experimental trials were performed in a sample of 31 urban women, aged 28 to 44 years, in the 28th and 32nd weeks of gestation.
The dataset contains some ventilation parameters (oxygen uptake, carbon dioxide output, breathing frequency, respiratory exchange ratio) of the females recorded in the walking tests during the 28th and 32nd weeks of gestation. All the experiments were performed indoors, at the BioEnergy and Motion Lab (LabBioEM) of National Research Center on Human Evolution (CENIEH, Spain), in 2016 and 2017. 
The description of the recorded variables is included in the data and document files.
DOI: 10.17632/4m5pwhvwpp
title: Data for: A Statistical Approach to determine the Autoignition Temperature of Dust Clouds
DOI: 10.17632/s5z3dx24h3
title: Data for: Diet composition and gut microbiome of 0-group European plaice Pleuronectes Platessa L. - strong homogeneity and only subtle spatial and temporal differences

description: Meta_data provides the meta data for all samples (Sample Ids) and the corresponding barcodes for the *.fastq.gz files. For 16S data universal 16S bacteria primers were used, and for COI data universal fish/invertebrate primers.
DOI: 10.17632/f4mr55trf6
title: mRNA Location and Translation Rate Determine Protein Targeting to Dual Destinations. Gasparski et al

description: Imaging data from Gasparski et al (2023) Mol. Cell, mRNA Location and Translation Rate Determine Protein Targeting to Dual Destinations
DOI: 10.17632/49df78s543
title: Data for: Crystal-mush reactivation by magma recharge: evidence from the Campanian Ignimbrite activity, Campi Flegrei volcanic field, Italy

description: Sample description (juvenile clasts) and chemical data (major element data of minerals and matrix glasses; trace element data of matrix glasses; Sr- and Nd-isotope data of matrix glasses) of Campanian Ignimbrite (San Martino outcrop), Campi Flegrei volcanic field, Italy
DOI: 10.17632/rcrgv63wnx
title: Techno-economic data for decentralized energy system sizing for rural areas in Benin. A case study of the village of Fouay.

description: This data article is related to the research article “O.D.T. Odou, R. Bhandari, R. Adamou, Hybrid off-grid renewable power system for sustainable rural electrification in Benin, Renew. Energy. 145 (2020) 1266–1279. doi:10.1016/j.renene.2019.06.032.’’. The data are grouped into 4 categories spread in different worksheets as follow: 1. Resource assessment: The resource assessment comprises the files 1.1.Met_data.xlsx and 1.2. Hydro_Ressource_Modelling.xlsx. The excel worksheet Met_data.xls contains the weather parameters namely: Solar radiation, Wind speed, precipitation and temperature at Kandi and the estimated monthly streamflow data for the hydro site of ‘’sosso’’. Kandi is the nearest station from the village of Fouay. These parameters are daily data with different time range. The sheet Hydro_Ressource_Modelling.xlsx. contains the estimated streamflow of the hydropower site of ‘’Cascade de Sosso’’ as well as the two analogues gauged station streamflow used to perform the estimation. The Couberi gauged station is located at the upstream of Sosso and Gbasse gauged stations at the downstream. 2. Load Assessment The electrical energy demand of the village of Fouay details is provided in the excel worksheet 2. Load.xlsx. The electrical load of the village is classified into three main categories: Household load, Community load, and Commercial load. Some assumptions have been made for seasonal variation of the load profile. Three main season load variation are defined summer, winter low and winter high. For each category of the load demand and seasonal variation, an excel sheet in the worksheet describes them respectively. A summary load sheet is created and the yearly load also. 3. Components costs and specifications The components costs (PV panels, Diesel Generator (DG), Battery, Inverter, Hydro turbine and grid) and specifications are containing in excel worksheet 3. Components_Costs_Specifications.xlsx The step size capacity of PV ARRAY, Converter and DG are in a separate sheet on the worksheet and as well hydro power site details information. 4. Optimization and simulation Under this section three file are generated. The spreadsheet 4.1. HOMER_all_Optimization.xlsx lists all the feasible simulations and the spreadsheet 4.2. HOMER_Categorized_Optimization.xlsx. contains the list of feasible systems according to system type. The above spreadsheets are output retrieved data from HOMER software tools. The third file 4.3. Optimisation_Simulation_Output.xlsx is a retrieved and analyzed data from HOMER software output. It contains monthly electric production of PV/DG/Battery and the system components electric production over a year to meet the load. The month of August in the winter and November in summer are taken to capture the system behaviour to balance the load. Lastly, the survey questionnaire used is provided in the file 5. survey.doc.
DOI: 10.17632/htfzkgnrvj
title: Data for: U-Th zircon dating reveals a correlation between eruptive styles and repose periods at the Nisyros-Yali volcanic area, Greece

description: U-Th isotopic disequilibrium data used for calculating model crystallization ages for eight rhyolitic eruptions at Nisyros and Yali volcanoes, Greece. The repository also contains groundmass glass and bulk-rock isotopic activity ratios used to approximate 'initial' melt isotopic compositions at the time of zircon crystallization. Sampling locations and results of Bayesian modelling are available.
DOI: 10.17632/k4z2jt9hpp
title: Data on grid-connected solar photovoltaic (PV) systems from the national IT system Elhub in Norway

description: The data describes 16,585 individual metering points in the Norwegian power grid, where Distribution System Operators (DSOs) have registered a PV system. The data are described in the Data In Brief article "Data on grid-connected solar photovoltaic (PV) systems from the national IT system Elhub in Norway" (2023).
DOI: 10.17632/34rmx9sy89
title: Does reproductive output differ between related and unrelated male-female pairs of guppies, Poecilia reticulata?

description: Mating with close relatives (‘inbreeding’) is common in small, fragmented populations. Inbreeding leads to a higher frequency of loci with homozygous recessive alleles, which can have serious consequences for offspring fitness (‘inbreeding depression’). In addition, females may differentially invest resources when they mate with a related or a nonrelated male, which might affect offspring fitness. A decline in the value of traits of inbred offspring, particularly traits displayed early in life, may therefore be caused by lower maternal investment when females mate with a relative (i.e. differential allocation) rather than solely being attributable to greater homozygosity of inbred offspring. In this study, we mated female guppies (Poecilia reticulata) to a brother or an unrelated male. We then measured the proportion of females breeding, their gestation time, offspring number, and offspring size at birth. We also tested if offspring traits are related to their mother’s size, and their father’s sexual coloration (‘attractiveness’). Mating with a brother did not lower the gestation time, or the number or the size of offspring at birth. However, smaller females gave birth to fewer, smaller babies; and females mated to males with more black coloration gave birth significantly sooner. In addition, females were more likely to give birth when mated to a male with more black colouration, but only when he was an unrelated male, rather than their brother. In sum, reproductive success did not differ when a female mated with a brother or unrelated male. There was no evidence for either inbreeding depression or differential maternal allocation on early life history traits when mating with a relative.
DOI: 10.17632/bwptyzksr6
title: Data for: Multi-criteria decision analysis towards robust service quality measurement

description: The attachement is the quesionaire we performed for airport evaluation.
DOI: 10.17632/pjwgv6svfv
title: Characteristics of raw milk microbiota during transportation from a Chinese farm derived by 16S rRNA gene sequencing

description: Microbial diversity in raw milk
DOI: 10.17632/3pztxrh422
title: Moroccan Hospitality Sector in Crisis: Studying Crisis Response Strategies and Stakeholders’ Perceptions Amid COVID-19 Pandemic

description: It includes quantitative data collected to examine the impact of the COVID-19 pandemic on the Moroccan hospitality sector. The dataset focuses on crisis response strategies implemented by hospitality businesses and analyzes stakeholders' perceptions of these measures. 
Survey Data: Responses from hospitality stakeholders, including hotel managers, employees, and customers, detailing their experiences and perceptions of crisis management strategies.
Statistical Analysis Results: Processed data from quantitative analysis, including descriptive and inferential statistics.
The dataset aims to provide a comprehensive understanding of the challenges faced by the Moroccan hospitality sector during the COVID-19 pandemic and to evaluate the effectiveness of crisis response strategies. It serves as a resource for researchers, policymakers, and industry professionals interested in crisis management, stakeholder engagement, and the resilience of the hospitality sector.
DOI: 10.17632/gmknc9wvwt
title: Protocol for controlling visual experience during zebrafish development and modulation of motor behavior

description: Sensory experience instructs neurodevelopment and refines sensory processing. We describe a minimally invasive protocol to immobilize zebrafish larvae and control visual experience. Visual experience can be controlled through early development from 2-6 days post fertilization during defined intervals. This protocol avoids surgical methods necessary in other vertebrate models to control visual experience, which can be validated using readily performed and robust visuomotor assays. These methods can be adapted to broadly test the role of visual experience during development.

FigureData.xlsx contains data for graphs generated for this manuscript (Figure 3F-G)
post holder.stl is the file to 3D print post holder (refer to Figure 2B)
Program folder contains all software for eventtimer, cplot, batchan and supporting files
DOI: 10.17632/mkrzs2rsm4
title: Metabolomics and Proteomics Research of FA-30

description: Metabolomics and Proteomics Research of FA-30
DOI: 10.17632/4tp6grcvb7
title: Supplemental Material for "A country-wide teledermoscopy service in Estonia shows results comparable to those in experimental setting studies in management plan and diagnostic accuracy – a retrospective database study"

description: This dataset includes the supplemental material for "A country-wide teledermoscopy service in Estonia shows results comparable to those in experimental setting studies in management plan and diagnostic accuracy – a retrospective database study" published in JAAD International
DOI: 10.17632/tpx353nns6
title: Dot probe effect to erotic stimuli

description: Data from two dot-probe experiments where an erotic cue and a neutral cue are presented simultaneously either side of a fixation mark, and then followed by visual target at the location of one of the images.
DOI: 10.17632/hm25bs8j2g
title: Data for: Substantial declines in urban tree habitat predicted under climate change

description: This dataset is a table of 176 species * 82 Australian urban areas, where the rows represent the number of grid cells within each SUA for each species, that are predicted to be lost, gained or remain stable under climate models for 2030, 2050 and 2070.
DOI: 10.17632/mc2wp9wcpj
title: Data for: In-Situ Experimental Study of Talc Carbonation in C-O-H Fluid: Implications on the Deep Carbon Cycle

description: Raw data for figures in the manuscript.