cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tpzf2znfxy
title: Hydrophobicity Classes Photos

description: By applying the spray method (IEC Standard 62073), about 4500 photos were collected and are available online, from all hydrophobicity classes using distilled water-ethyl alcohol as spraying solution. The pictures of the seven different hydrophobicity classes were split into three separate sets for each hydrophobicity class. The first one consisting of 400 instances of each class (400 × 7 = 2800 photos) was used for the training of the networks. The second one consisting of 100 instances of each class (100 × 7 = 700 photos) was used for the evaluation-validation of the learning course and the comparison of the different models. The last one with 122-165 different instances of each class (980 photos) was used for the final assessment of our chosen model.
DOI: 10.17632/rbbtnwgr28
title: Data for: Searching for relief: Drosophila melanogaster navigation in a virtual bitter maze

description: Dataframes (RDA) and scripts for data analysis (R) of the MS entitled "Searching for relief: Drosophila melanogaster navigation in a virtual bitter maze". Comments on R scripts will provide a step-by-step guide to data analysis. "BitterPlaceLearning_Script.m" is the script used to live-track single flies and deliver optogenetic stimulation according to the fly position in the arena
DOI: 10.17632/69nspjmwrd
title: Data for: First Clinical Evidence Characterizing Safety and Efficacy of the New CoCr Biolimus-A9 Eluting Stent: The Biomatrix Alpha™ Registry

description: Data for Kalpan-Meier curves in figure 1.
DOI: 10.17632/fm2j9gg3wf
title: Making a Difference in the Community

description: Data sets for Making a Difference in the Community: Perceptions of Local Civic Engagement Among Immigrants and Refugees study.
DOI: 10.17632/jg4ng8d8kb
title: Dataset 5A.2: Certification files, sigma = 1, part 2 (Nam et al., Robustness and parameter geography in post-translational modification systems)

description: All composite output files from certifying solutions from Paramotopy runs with \sigma = 1.0 on ILR-sampled parameter points in [10^{-p}, 10^p]^6, with \epsilon_2 = \phi_0 = 0, for p = 1, 2, 3, 4, 5.
DOI: 10.17632/r77sr2t5hz
title: Data from: Climate warming may affect the optimal timing of reproduction for migratory geese differently in the low and high Arctic

description: This data is connected to the research paper "Climate warming may affect the optimal timing of reproduction for migratory geese differently in the low and high Arctic". It includes data on timing of snow melt, and timing nest initiation and reproductive success of barnacle geese. Detailed information can be found in the README file. Please contact me before using these data.
DOI: 10.17632/ksk26rck9t
title: Dta for: SSB in Agritourism Activities (640)

description: We collected cross-sectional data in Hubei province, China in June 2019, by collaborating with a professional Chinese online survey platform. Specifically, structured questionnaires were sent out with a simple random sampling through emails, QQ and WeChat, and each interviewee who provides a valid sample was compensated with 5 CNY. Interviewees were first asked to recall and report their consumption experience(s) of agritourism, and those who had no such experience would be signed as invalid samples. It is therefore guaranteed that all valid samples come from customers who have actually visited agritourism farms.
DOI: 10.17632/v9ps9zbvkz
title: Citizen security in the Chota district - Cajamarca, 2020

description: This research aims to determine the factors that influence public safety in the city of Chota from the gender perspective.
DOI: 10.17632/hf8kksbjv8
title: Seasonal dynamics of haemosporidian (Apicoplexa, Haemosporida) parasites in house sparrows Passer domesticus at four European sites
DOI: 10.17632/5k6c47ff56
title: gel figure full form F1-B

description: Figure1-B,D gel figure full form in PLOS ONE submit data
DOI: 10.17632/5ty77xth22
title: The fate of sulfur and chalcophile elements during crystallization of the lunar magma ocean

description: Compiled electron microprobe, LA-ICP-MS analyses of experimental run products and additional supporting information, including a online calculator for the SCSS and sulfide-silicate D values.
DOI: 10.17632/mbbg7wdrmj
title: Supplemantary Data

description: Data about manuscript
DOI: 10.17632/9wt38rwyy7
title: Fitness, chronic diseases in urban morning walkers

description: data was collected by 2 under graduate students in 2015. Total participants were approximately 400.
DOI: 10.17632/cbj2g7wb3j
title: Bone pathologies of modern non-working cattle (Bos taurus) in the context of grazing systems and environmental influences

description: The dataset is additional material for an article of the same name. The article is devoted to the analysis of pathologies of modern non-working cattle in the context of research on the problem of determining the working use of cattle in antiquity. The dataset contains an inventory of all bones of cattle and pathologies recorded on them. The results of measurements of all bones analyzed in the work (except for the lower jaws) are also presented.
DOI: 10.17632/w4nkyr2jtn
title: Switch 2 - Motivation in schizophrenia: Time-series network analyses

description: - Processed data file: baseline assessment (experience sampling method) of participants with schizophrenia or schizoaffective disorders. - Label file - R script for the analyses of the data file available on request from first contributor.
DOI: 10.17632/2679vgw2k8
title: Automation of Spatial Transcriptomics library preparation to enable rapid and robust insights into spatial organization of tissues. Berglund, Saarenpää and Jemt et al.

description: Automation of ST library preparation using the Agilent Bravo system. The zipped file contains the gene count matrices for 12 samples generated from human total RNA, 1 sample generated from MOB tissue and 1 sample from prostate cancer.
DOI: 10.17632/69y437pydy
title: Data for Are there asymmetric adjustment and bubbles in the stock markets? New international evidence

description: Data for Are there asymmetric adjustment and bubbles in the stock markets? New international evidence
DOI: 10.17632/jm9mdznknf
title: Data on landlords decisions about their renters

description: This file includes data collected through a questionnaire technique in the city of Sarpol Zahab in 2019, two years after a massive earthquake. The questionnaire was distributed among those landlords who finished the reconstruction/repair of their buildings. Data on 142 rental units was collected and analysed, using the R software. For answering the question of which factors led the landlord to evict a renter, a logistic regression model was adopted. As dependent variables, 0 represented rental units where renters stayed and 1 where they had to leave. explanatory variables included: landlord's investment; number of rental units she/he owned; pre-earthquake rent; pre-earthquake renter's relationship with landlord; post-earthquake renter's social relationship with landlord; the level of damage to the unit; and neighbourhood housing price. For addressing the question of what factors affected the decision of landlords about the rental price, multivariate regression model was used. explanatory variables included pre-earthquake rent; investment of the landlord; number of rental unit he/she owned; pre-earthquake ad post-earthquake renter's relationship with the landlord; the rental unit's level of damage.
DOI: 10.17632/464b6bfdph
title: Raw datas for "Effect of sizing molecular weight of self-emulsifying amphiphic epoxy sizing agent on the carbon fibres and interfacial properties of its composites"

description: Raw datas of tests for the paper "Effect of sizing molecular weight of self-emulsifying amphiphic epoxy sizing agent on the carbon fibres and interfacial properties of its composites"
DOI: 10.17632/57v8z33z9v
title: Data for: The investigation of the electromagnetic coupling effect in terahertz toroidal metasurfaces and metamaterials

description: The simulated and measured data in toroidal dipole metamaterials.
DOI: 10.17632/7n6n4vh2yg
title: Supplementary data for: Efficient Carbon Recycling at the Central-Northern Lesser Antilles Arc: Implications to deep carbon recycling in global subduction zones

description: This database provides the raw data used for calculation of (i) carbon input flux carried by sediments and altered oceanic crust along Central-Northern Lesser Antilles trench; (ii) carbon output flux through the dominant volcanoes at Central-Northern Lesser Antilles arc. Carbon input flux is calculated based on the measured carbon concentration of sediments and altered oceanic crust samples recovered directly from Deep Sea Drilling Programs Site 543. Carbon output flux is calculated based on the previous volcanic gas data. Through the comparison between carbon input and output flux at Central-Northern Lesser Antilles arc, carbon recycling efficiency of arc of Central-Northern Lesser Antilles is obtained as ~100%. This indicate that subducted slab carbon is efficiently recycled at the sub-arc depth of Central-Northern Lesser Antilles subduction zone with minor carbon loss within the forearc region. Furthermore, our study highlights that slab carbon is recycled back to the surface with a different degree at different subduction zones, and a highly variable carbon recycling efficiency of arc volcanoe is observed on a global scale. More works are needed to constrain the carbon recycling efficiency of arc at individual subduction zones.
DOI: 10.17632/ytc5jcwkwp
title: Data for: A three-dimensional temperature model of the Acoculco caldera complex, Puebla, Mexico, from the Curie isotherm as a boundary condition

description: Four files are provided: 'Acoculco_deFractal_Zb.xlsx' contains the estimated base to the magnetic body after processing aeromagnetic data with the de-fractal method. 'mesh-elevation.txt' is an input file for the heat transfer numerical model of the Acoculco caldera. It is a Digital Terrain Elevation model based on a non-uniform mesh. 'mesh-Zb.txt' is also an input file for the heat transfer numerical model of the Acoculco caldera. It contains the interpolated Zb in a non-uniform mesh. 'EAC-1.txt' contains the temperature logs of well EAC-1 that can be used for calibration of a numerical model.
DOI: 10.17632/9z3gm7zfbh
title: Data for: Inflation Data in the Islamic Republic of Iran: A Nervous System Approach Using Particle Swarm Algorithm

description: Inflation rate data are available in multiple time sequences. This article uses the annual inflation rate data available on the website of the Central Bank of the Islamic Republic of Iran. Time period (1986-2018)) Was used for inflation rate data. Real interest rate data are the result of bank interest rate after annual inflation deduction. Time period (1986-2018) was used for these data. The Bank of the Islamic Republic of Iran is notified by the banking network. This variable was extracted from the Central Bank over the period (1986-2018). Qdyngy and the unemployment rate of the Central Bank of the Islamic Republic of Iran and in the period (1986-2018) have been achieved.
DOI: 10.17632/yg7tyfw2t2
title: East Ziway DEM for: Morphological comparison of distributed volcanic fields in the Main Ethiopian Rift using high-resolution digital elevation models

description: Pleiades-derived digital elevation model of the East Ziway volcanic field, Main Ethiopian Rift. See manuscript for methodology.
DOI: 10.5281/zenodo.14925113
title: Winter oilseed rape biomass and C&N data

description: Datasets used in the manuscript of "Above- and belowground biomass carbon of winter oilseed rape across fertilizer N rates: Evaluating carbon input estimations for soil carbon models" by Ozkiper et al. (2025)
DOI: 10.5281/zenodo.14925114
title: Winter oilseed rape biomass and C&N data

description: Datasets used in the manuscript of "Above- and belowground biomass carbon of winter oilseed rape across fertilizer N rates: Evaluating carbon input estimations for soil carbon models" by Ozkiper et al. (2025)
DOI: 10.17632/9wtvrv4j9z
title: Ion beam synthesis and photoluminescence study of supersaturated fully-relaxed Ge-Sn alloys

description: Open data for the manuscript "Ion beam synthesis and photoluminescence study of supersaturated fully-relaxed Ge-Sn alloys"
DOI: 10.17632/td9z466xjv
title: Hydrogeochemistry of groundwater and surface water in predominantly agricultural area, Kattumannarkoil taluk, India

description: The data include latitude and longitude of sampling locations ;physico-chemical parameters and factor scores .The data collection process involved the use of GPS (GPS, GARMAN 76CSx) to take both location and elevation data. Samples were collected from 50 different locations all of which are serving as sources of water for drinking, domestic usage in people’s homes and for irrigation usage. Each sample was collected in 500 ml acid-washed high density linear polyethylene bottle and clearly labeled. To remove particulate matter from samples, filtering was performed using a vacuum filtration kit and a 0.45-µm cellulose acetate filter membrane.The digital apparatuses were utilized to record pH, total dissolved solids and conductivity immediately after sampling onsite.Titration methods, flame photometry and Ultra-violet visible spectrometry were used to define the major ions; Na+, Ca2+, Mg2+, Cl-, K+, SO42+, PO4, Si(OH)4 and NO3-. Statistical analyses ,factor scores were used for understanding the dataset attained in the study area using Statistical Package of Social Studies (SPSS) version 15.0. The contour map of factor score was produced using Inverse Distance Weighted (IDW) raster interpolation and spatial analysis techniques built within ArcGIS® 9.3 software.
DOI: 10.17632/x23h4kbz4d
title: PACIAE 2.1: An updated issue of the parton and hadron cascade model PACIAE 2.0

description: Abstract We have updated the parton and hadron cascade model PACIAE 2.0 (cf. Ben-Hao Sa, Dai-Mei Zhou, Yu-Liang Yan, Xiao-Mei Li, Sheng-Qin Feng, Bao-Guo Dong, Xu Cai, Comput. Phys. Comm. 183 (2012) 333.) to the new issue of PACIAE 2.1. The PACIAE model is based on PYTHIA. In the PYTHIA model, once the hadron transverse momentum p T is randomly sampled in the string fragmentation, the p x and p y components are originally put on the circle with radius p T randomly. Now it is put on the circumference o... Title of program: PACIAE version 2.1 Catalogue Id: AEKI_v2_0 Nature of problem PACIAE is based on PYTHIA. In the PYTHIA model, once the generated particle/parton transverse momentum (p T ) is randomly sampled, the p x and p y components are randomly placed on the circle with radius of p T . This strongly cancels the final state transverse momentum asymmetry developed from the initial spatial asymmetry. Versions of this program held in the CPC repository in Mendeley Data AEKI_v1_0; PACIAE version 2.0; 10.1016/j.cpc.2011.08.021 AEKI_v2_0; PACIAE version 2.1; 10.1016/j.cpc.2012.12.026 AEKI_v2_2; PACIAE version 2.2; 10.1016/j.cpc.2015.01.022 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/4pk3t7cgdc
title: weighting function (new2)
DOI: 10.17632/tp48f8tc5j
title: Research data for paper titled "Magnetic difference between deep and surface soil within an agricultural area South China: Implications for magnetic mineral transformation during pedogenic process under subtropical climate"

description: This dataset includes all original data used in this paper. It includes several worksheets: Magnetic & geo_Surface soil, Magnetic & geo_Deep soil, k_T curves, IRM and backfield curves, Hysteresis parameters, and IRM parameters. Data within the first two worksheets (Magnetic property_Surface soil and Magnetic property_Deep soil) are used for Figure 2 of the paper. Data in worksheets ( k_T curves, IRM and backfield curves) are used for Figure 3 of the paper. Data in worksheet Hysteresis parameters are used for Figure 4c of the paper. Data in worksheet (IRM parameters) are used for Figure 6 of the paper.
DOI: 10.17632/wc3cdy7w3h
title: Data for: Selective location of kaolin and effects of maleic anhydride in kaolin/poly(ε-caprolactone)/poly(lactic acid) nanocomposites

description: Raw data.
DOI: 10.60635/c38886
title: SST_Bay of Panama, Isla San Jose

description: Sea Surface temperature monitoring near Isla San Jose in the Bay of Panama.Location (more exact coordinates available on request): 8.257, -79.134Depth: 4.6mStatus: Active
DOI: 10.17632/g57c2f2ffk
title: Data for: On the Effects of Increased Coolant Temperatures of Light Duty Engines on Waste Heat Recovery

description: The data is for the paper submission titled "On the Effects of Increased Coolant Temperatures of Light Duty Engines on Waste Heat Recovery". The files are explained below: Engine Measurement Data : This file contains the mean values of the measured quantities from the engine runs for the four operating points. WHR Sim Results (4 files) : These files have the dual loop Rankine Cycle simulation results compiled for the different working fluids tested for the 4 operating points run.
DOI: 10.17632/47t98n2wkc
title: Data for: Monitoring of growth, digestion enzyme activity, immune response and water quality parameters of Golden crucian carp, (Carassius auratus) in zero-water exchange tanks of biofloc systems

description: Basic data
DOI: 10.17632/83tc4n2r73
title: Data for: Three-dimensional simulation of two-phase flow in a complex gallery and telescopic pipe coupled system
DOI: 10.17632/3h6v7cgjbs
title: SetoresH3 - Census 2010

description: This is a map made by H3 of setores of census brazil 2010.
DOI: 10.17632/jpcnszr36c
title: Data for: Free tool for breast aesthetic scale computation

description: Free software to assess breast aesthetic scale (macos version)
DOI: 10.17632/45smbhv6h4
title: Data for: Costly avoidance triggered by categorical fear generalization

description: CGDM data
DOI: 10.17632/rhgx6xk7f4
title: Data for: The Influence of SOA on Working Memory Guidance of Attention

description: RT and ACC data for both memory test and targets.
DOI: 10.17632/jzxbbtjyhy
title: Heat accumulation during USP irradiation of fused silica

description: Time evolution of melt pool / plasma region shown together with time-dependent phase changes determined from interference fringence: "diff phase overlay.mp4" The color map goes from -2Pi (blue) to +14Pi (red), see "image sequence with legends.jpg"
DOI: 10.17632/5sfsxjg9wj
title: Data for: Multi-source time reversal focusing for airborne sound

description: The attachment contains thousands pictures demonstrating the results of the multi-source time reversal focusing methods in frequency domain. Meanwhile,it provides direct references for the analysis in Chapter 4.2 in the paper. More details could be obtained in the attachment files.
DOI: 10.17632/7wytx5z86d
title: Dataset 4I.2: Solutions files, sigma = 2, part 2 (Nam et al., Robustness and parameter geography in post-translational modification systems)

description: All final posreal counts files for Paramotopy runs with \sigma = 2.0.
DOI: 10.17632/82pbxwby7m
title: Data for: Hydrodynamic Factors Influencing Mineral Dissolution Rates

description: Calcite dissolution rates as a function of distance downstream from leading edge of a calcite crystal, as measured by digital holographic microscopy using flowing water (see Word document for more detailed description). Results of Lattice Boltzmann simulations of concentration profiles and relative dissolution rates near boundary layer of a calcite crystal in flowing water as a function of distance downstream from the crystal's leading edge.
DOI: 10.17632/nmw7bw94rp
title: Data for: Structure and biological properties of the O-specific polysaccharide and lipid A from Pantoea agglomerans P 324

description: Experimental data for the research of Pantoea agglomerans P 324 lipopolysacchride: NMR, MS, chromatography
DOI: 10.17632/4jtbf83wzt
title: Last Mile Health GIS data (deidentified)

description: Last Mile Health GIS data, with community names/IDs and coordinates removed Cited in "Design and implementation of a mobile health electronic data capture platform that functions in fully-disconnected settings: a pilot study in rural Liberia" (BMC Medical Informatics and Decision Making)
DOI: 10.17632/dwrh9gs3g9
title: Dataset 4I.8: Solutions files, sigma = 2, part 8 (Nam et al., Robustness and parameter geography in post-translational modification systems)

description: All proper solutions files for Paramotopy runs with \sigma = 2.0 on the single-iteration VEGAS sample generated for low values of \sigma.
DOI: 10.17632/gbdm38tjc4
title: Supplementary material: Diagnostic accuracy of pigmented labial macules by in vivo reflectance confocal microscopy and correlation among techniques

description: Supplementary material: Diagnostic accuracy of pigmented labial macules by in vivo reflectance confocal microscopy and correlation among techniques
DOI: 10.17632/72g3psjfrn
title: Dataset 4O.4: Solutions files, sigma = 10, part 4 (Nam et al., Robustness and parameter geography in post-translational modification systems)

description: All proper solutions files for Paramotopy runs with \sigma = 10 on ILR-sampled parameter points in [0.1, 10]^8.
DOI: 10.17632/dvzbhsn7z5
title: Data from W-2 and W-4 well in the Lower Congo Basin

description: The data shows TOC and logging data form W-2 and W-4 well in the Lower Congo Basin. Source rocks usually refer to the rocks buried in the ground that can generate oil and gas, which mainly include coal measures strata, mudstones, carbonate rocks and so on. Due to the limited and discontinuous distribution of samples in the Madingo Formation in the lower Congo Basin, it is difficult to identify and characterize in detail the source rocks in the whole study area with only limited TOC data. Previous studies have shown that logging data contain a variety of geochemical information on source rocks According to logging data, only the TOC content of a single well can be predicted. Finally, the vertical distribution characteristics of TOC content in the study area can be predicted in order to provide data for further in-depth study on the evaluation of source rocks of Madingo formation in the Lower Congo Basin.
DOI: 10.17632/fh8yp3dfg8
title: River Beas (India) macroinvertebrate sampling 2017

description: Macroinvertebrate kick-sampling results on the River Beas in November 2017. Additional details are available in: https://doi.org/10.3390/w10091247 This research was funded by the UK Natural Environment Research Council, grant number NE/N016394/1.
DOI: 10.17632/wp8vx8d5pw
title: Data for: Decimeter-scale mapping of carbonate-controlled trace element distribution in Neoarchean cuspate stromatolites

description: SRS-XRF quantification and output files, ICP-AES data, XRD data, and trace element calculations
DOI: 10.17632/d3mnzk3f5x
title: Marketing Capabilities and Leadership in Small Businesses of Subsistence Marketplaces

description: A sample selected proportional to the business’ concentration in the territory, with an error of 5%. For a period of two months, the researchers visited each of the selected companies to conduct the survey and conducted an interview to increase the response rate, which was 78.5%. To control the bias of non-response, a goodness of fit test was carried out, confirming that it was adjusted to the population. Finally, 190 surveys were performed, whereupon the error rate increased to 5.9%.
DOI: 10.17632/f5wf64nn9w
title: Data for Y. Wada et al. manuscript on high peak-current discharges

description: Materials used to produce figures in the manuscript entitled "High Peak-Current Lightning Discharges associated with Downward Terrestrial Gamma-ray Flashes" (Y. Wada et al., Journal of Geophysical Research - Atmospheres: 10.1029/2019JD031730) are included.