cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nh2358f5mf.1
title: Parking occupancy for prediction in Guangzhou city

description: There are 30 parking lots in the downtown area of Guangzhou city in this dataset, including 10 commercial building parking lots, 3 hospital parking lots, 5 office parking lot, 3 sport and recreational facilities parking lots, 4 tourist parking lots, and 5 residential parking lots. The data is from june 1 to june 30, 2018. Time step is 5min.
DOI: 10.17632/4n6scxjhbb.1
title: Simulation Code and Data Outputs Associated with "Optical simulations to inform the design of UV-absorbing organic materials and solar cells"

description: The code files in this repository are the Matlab code used to generate the organic material optical constants and perform transfer-matrix simulations and analysis described in: Q. Burlingame and Yueh-Lin Loo, "Optical simulations to inform the design of UV-absorbing organic materials and solar cells", Solar Energy Materials and Solar Cells (2021). The remaining data files, which are stored in .xls format, are the optical constants and other model inputs that were employed while running the simulations, and the full outputs describing the simulated device performance across the full parameter space explored. Since this parameter space was quite large, only a fraction of the total data could be expressed in the manuscript. Thus, all the output data are included here for further exploration and use by others. Portions of the Matlab code were adapted from transfer-matrix implementations made publicly available by the Forrest group at University of Michigan: http://umich.edu/~ocm/research.html and the McGehee group, formerly of Stanford: https://web.stanford.edu/group/mcgehee/transfermatrix/ The pspectro photometric and colorimetric calculation package was also used: https://www.mathworks.com/matlabcentral/fileexchange/28185-pspectro-photometric-and-colorimetric-calculations
DOI: 10.17632/cnwdsb8hdn.1
title: Spatially Explicit database on crop-livestock management, soil, climate, greenhouse gas emissions and mitigation potential in Bangladesh

description: This data article provides spatially explicit management information on crop-livestock production management together with greenhouse gas (GHG) emissions and mitigation potential at various jurisdiction level. We collected crop and livestock management data and associated soil and climatic data from varieity of primary and secondary sources outlined below in methodology. The datafiles on crops and livestocks contain information on crop-livestock management, soil and climatic conditions and model output in terms of three greenhouse gases (CO2, CH4 and N2O) and global warming potential. The datafiles on mitigation potential contain district-level annual GHG mitigation potential by 2030 and 2050 segregated by different crops/livestock types and mitigation options. This unique dataset is useful for Bangladesh’s GHG accounting from agricultural sector and to update its nationally determined contributions. Jurisdiction-wise emissions and mitigation potential segregated by crop-livestock types and mitigation options is useful to prioritize agricultural research and development interventions at jurisdiction level consistent with their food production and GHG mitigation goal. The crop data files i.e. “Crop_Baseline_2014-15.csv”, “Crop_BAU2030.csv”, “Crop_BAU2050.csv”, “Crop_MITI2030.csv” and “Crop_MITI2050.csv” contains plot-level information on crop management, soil and climatic conditions and model output in terms of three greenhouse gases (CO2, CH4 and N2O) and global warming potential. In these files, columns “A” to “BZ” contain plot-level information on specific crop management practices, soil and climatic conditions. Column “CA” onward in these file contain information about emission of individual GHGs and global warming potential (GWP). The livestock data file i.e. “Livestock.csv” contains input and output data related to livestock. This data file contains information on livestock numbers at district level segregated by livestock type, breed, age, sex and management system. It also contains data on GHG arising from enteric fermentation and manure management, GHG mitigation potential of various mitigation options and total annual mitigation potential by 2030 and 2050. The data files on mitigation potential by options i.e. “Mitigation_options&potential_2030.csv” and “Mitigation_options&potential_2050.csv” contain district-level annual GHG mitigation potential and associated abatement cost for different mitigation options, by 2030 and 2050, respectively. Similarly, data files on mitigation potential by crop/livestock type i.e. “Mitigation_potential_by_crop&livestock_type_2030.csv” and “Mitigation_potential_by_crop&livestock_type_2030.csv” contains district level annual GHG mitigation potential by each crop and livestock categories together with 95% margin of error. These files also contains crop, livestock and crop-livestock total annual mitigation potential by districts.
DOI: 10.17632/r2bdvzkzbj.2
title: Theory Of Planned Behavior: A Path From Personality Traits To Traffic Violations

description: This was a cross-sectional study made on a sample of 236 respondents, aged 18 - 67 years (M = 39.19, SD = 11.25). Data were collected through several online survey campaigns made on social media networks, in Romania. The subjects were told that their participation helps researchers to better understand the predictors of road accidents and received no financial compensation for their effort. In order to be eligible to participate in the study, participants had to own a valid driving license and regularly drive a vehicle. The measures were: Personality, with a 300-item NEO IPIP questionnaire (Goldberg et al., 2006; Iliescu et al., 2015), a measure based on FFM; a TPB questionnaire (Găianu et al., 2020), constructed in complying with the guidelines developed by Ajzen (2006); and Romanian version (Sârbescu, 2013) of the Driver Behavior Questionnaire (DBQ).
DOI: 10.17632/wvsw2gwj6n.1
title: ST2

description: All results shown in the main text
DOI: 10.17632/6szj2v3cy9.1
title: Emotional Schema

description: Two mediation models were tested through Structural equation modelling (SEM) in which the effects of childhood maltreatment and the mediator variables (emotional schemas and psychological inflexibility) on emotional distress were assessed. The sexual abuse subscale of the CTQ wasn’t predicted by the total scale and thus was eliminated from the model. The remaining subscales were used as manifest indicators for the childhood maltreatment latent variable in both models. Again in both models, there were two mediator variables: negative beliefs about emotion was modeled as a latent variable with LESS-II as the indicator; and psychological inflexibility/experiential avoidance was modeled as a latent variable with AAQ-II as the indicator. In the first model, DASS-21 total scale was used as an indicator for emotional distress latent variable, and in the second model depression, anxiety, and stress subscales of DASS-21 were used distinctively as indicators of the emotional distress latent variable.
DOI: 10.6084/m9.figshare.14447295
title: Which types of online evidence show the non-academic benefits of research? Websites cited in UK impact case studies

description: Websites cited in UK REF 2014 impact case studies (in the “Sources to corroborate the impact” section) and classification of cited websites based on a semi-automatic method and manual checks across all 36 REF subjects. The data gives narrow and broad classification of cited Website in case studies in addition to main websites across broad fields and 36 subject areas.<br>
DOI: 10.6084/m9.figshare.14447295.v1
title: Which types of online evidence show the non-academic benefits of research? Websites cited in UK impact case studies

description: Websites cited in UK REF 2014 impact case studies (in the “Sources to corroborate the impact” section) and classification of cited websites based on a semi-automatic method and manual checks across all 36 REF subjects. The data gives narrow and broad classification of cited Website in case studies in addition to main websites across broad fields and 36 subject areas. <br>
DOI: 10.17632/z7pfgngtnc.1
title: R-UCLA Data

description: Employing a systematic multistage random sampling method in the Islamic Azad University-Tehran Central in Iran, 400 university students were selected. This sample had a mean age of 21.66 (SD = 2.20) with a minimum of 18 and a maximum of 26 years old.
DOI: 10.20375/0000-000d-ff9c-5
title: Description of data collection updated.pdf
DOI: 10.20375/0000-000d-ff9d-4
title: to upload.zip
DOI: 10.48320/0f8b7d00-e3df-432d-97a5-fe5b33be35ea
title: The National Healthcare Reform Program of the Kyrgyz Republic ‘Den Sooluk’ (2012-2018)
DOI: 10.7284/141063
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise KM2010 using a Hawaii UHDAS instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.17632/7cb5fm2z56.1
title: Soft-sediment deformation structures (SSDS) in the Late Messinian Abu Madi Formation, onshore Nile Delta, Egypt: triggers and tectono-stratigraphic implications

description: Several levels of soft sediment deformation structures (SSDS) were observed in the transgressive heterolithic fluvial facies deposited adjacent to the deep-seated faults. The most common deformation features include diapiric structures, intraformational lithoclastic breccia, small-scale normal, slump folds and liquefied beds
DOI: 10.7284/141070
title: Anemometer data collected during research cruise KM2010 using a RM Young 85106 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141071
title: Anemometer data collected during research cruise KM2010 using a RM Young 85106 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141067
title: Barometer data collected during research cruise KM2010 using a Vaisala PTB220 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141066
title: Fluorometer data collected during research cruise KM2010 using a WET Labs WETStar instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.17632/gfkz88rwmf.1
title: Pisciarelli_ERT2021

description: raw data
DOI: 10.7284/141064
title: Gravimeter data collected during research cruise KM2010 using a Bell BGM-3 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141065
title: Gyrocompass data collected during research cruise KM2010 using a Sperry NAVIGAT X MK 1 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141072
title: INS (Inertial Navigation System) data collected during research cruise KM2010 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141062
title: Meteorological Station data collected during research cruise KM2010 using a Hawaii MET-System instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141068
title: Meteorological Station data collected during research cruise KM2010 using a Hawaii MET-System instrument system onboard the platform RV Kilo Moana

description: Processed data created by vessel technician during a Field_expedition
DOI: 10.7284/141069
title: pCO2 (Partial Pressure of Carbon Dioxide) data collected during research cruise KM2010 using a General Oceanics 8050 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141060
title: TSG (Thermosalinograph) data collected during research cruise KM2010 using a Sea-Bird SBE-45 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.17632/h4m6r24vy8.1
title: Emotional Schemas Raw Data

description: Two mediation models were tested through Structural equation modelling (SEM) in which the effects of childhood maltreatment and the mediator variables (emotional schemas and psychological inflexibility) on emotional distress were assessed. The sexual abuse subscale of the CTQ wasn’t predicted by the total scale and thus was eliminated from the model. The remaining subscales were used as manifest indicators for the childhood maltreatment latent variable in both models. Again in both models, there were two mediator variables: negative beliefs about emotion was modeled as a latent variable with LESS-II as the indicator; and psychological inflexibility/experiential avoidance was modeled as a latent variable with AAQ-II as the indicator. In the first model, DASS-21 total scale was used as an indicator for emotional distress latent variable, and in the second model depression, anxiety, and stress subscales of DASS-21 were used distinctively as indicators of the emotional distress latent variable.
DOI: 10.6084/m9.figshare.14447673
title: Drosophila_melanogaster.BDGP6.32.dna.toplevel.fa.gz

description: DNA sequence used for OSC Training Workshop<br>
DOI: 10.17632/ywfkd494md.1
title: Data of medicinal plants used to treat small ruminants diseases in Benin

description: The data presented in this database are related to ethnoveterinary medicine practices on traditional small ruminants farms in Benin (West Africa). They focus on the medicinal plants used and the socioeconomic and environmental factors that influence the level of ethnoveterinary knowledge on these farms. Table 1 provided a complete list of the 101 medicinal plants inventoried, their family, vernacular names, frequency of citation and the Cultural Importance Index (CI). In the other hand, details were provided in Table 2 on recipes used per disease category and how the recipes were prepared, the part of the plant to be used, the route of administration of the recipes, the clinical signs and their vernacular names. Gender, ethnicity, agro-ecological zone and flocks size were the socioeconomic and environmental factors that significantly influenced the level of ethnoveterinary knowledge. Researchers in ethnopharmacology can use the list of inventoried plants to assess the biological activity of less investigated plants and identify the active compounds.
DOI: 10.17028/rd.lboro.14447664
title: Supplementary information files for Physico-chemical characterisation of Ti-Nb-Sn alloys surfaces and their osteogenic properties

description: Supplementary information files for Physico-chemical characterisation of Ti-Nb-Sn alloys surfaces and their osteogenic properties<br>mplanted tissue engineering devices interact with the host tissue through their surface in the first instance. Surface chemistry triggers cell activities that stimulate bone tissue-formation mechanisms for osteoblast maturation. In this work, the bioactivity of binary Ti-40Nb and Ti-10Sn and ternary Ti-10Nb-5Sn alloys, candidates for bioengineering applications, has been studied on their surface with a view to establish their osteogenic potential compared to that of c.p. Ti. Cellular population growth was used to assess proliferative and differentiative phenotypes (via protein and Alkaline Phosphatase markers), coupled with gene expression (i.e. Runx2 and OCN) to confirm maturation. The results show that Sn-containing alloys support cell bioactivity, increase metabolic activity (i.e. metabolites content) that indicate their preferred glycolytic pathway, promote cell attachment, differentiation and osteoblast maturation. Ti-40Nb, although also non-cytotoxic, retards osteoblastic differentiation and maturation. To elucidate the features that underpin this difference, their physical (i.e. wettability, electrical state near the surface) and chemical properties (i.e. oxide layer thickness and composition) were analysed independently from topology and roughness. It was concluded that composition (esp. TiO2 % content) is a more important factor than wettability and oxide layer thickness, and that although a negatively-charged surface (represented by the surface ζ potential) was preferential for cell bioactivity given its protein-adsorption readiness, its magnitude was not a defining cause.<br>
DOI: 10.17028/rd.lboro.14447664.v1
title: Supplementary information files for Physico-chemical characterisation of Ti-Nb-Sn alloys surfaces and their osteogenic properties

description: Supplementary information files for Physico-chemical characterisation of Ti-Nb-Sn alloys surfaces and their osteogenic properties<br>mplanted tissue engineering devices interact with the host tissue through their surface in the first instance. Surface chemistry triggers cell activities that stimulate bone tissue-formation mechanisms for osteoblast maturation. In this work, the bioactivity of binary Ti-40Nb and Ti-10Sn and ternary Ti-10Nb-5Sn alloys, candidates for bioengineering applications, has been studied on their surface with a view to establish their osteogenic potential compared to that of c.p. Ti. Cellular population growth was used to assess proliferative and differentiative phenotypes (via protein and Alkaline Phosphatase markers), coupled with gene expression (i.e. Runx2 and OCN) to confirm maturation. The results show that Sn-containing alloys support cell bioactivity, increase metabolic activity (i.e. metabolites content) that indicate their preferred glycolytic pathway, promote cell attachment, differentiation and osteoblast maturation. Ti-40Nb, although also non-cytotoxic, retards osteoblastic differentiation and maturation. To elucidate the features that underpin this difference, their physical (i.e. wettability, electrical state near the surface) and chemical properties (i.e. oxide layer thickness and composition) were analysed independently from topology and roughness. It was concluded that composition (esp. TiO2 % content) is a more important factor than wettability and oxide layer thickness, and that although a negatively-charged surface (represented by the surface ζ potential) was preferential for cell bioactivity given its protein-adsorption readiness, its magnitude was not a defining cause.<br>
DOI: 10.17632/8srgt2szvr.1
title: Using ion exchange resins to monitor nitrate accumulation and leaching in remote semiarid ephemeral stream beds

description: This data was collected to test the applicability and efficiency of resin samplers and resin bags to monitor nitrates (NO3-N) in two small semi-arid intermitent flow catchments in Northwestern Mexico. Resin samplers were installed below the river bed and remained there for five months to capture NO3-N leachate during the summer rains. Resin bags were anchored in rock outcrops upstream of the resin samplers before the onset of the summer rainfall season. Bags were replaced every two weeks for four months to capture pulses of NO3-N concentrations in ephemeral streams. Results of the resin samplers found a difference of up to 12 kg ha-1 season-1 between the two catchments. The resin bags showed a higher accumulation of NO3-N concentrations in the catchment with lower vegetation cover (160.35 mg L-1 season-1) compared to the one with higher vegetation (67.88 mg L-1 season-1). Measured nitrate fluxes at both sites responded to rainfall pulses recorded during the monitoring period. Resin samplers and resin bags demonstrated an efficient way of determining spatio-temporal nitrate fluxes in semi-arid ecosystems in remote areas that are difficult to access, monitor, and collect data.
DOI: 10.17632/5dnt9h58px.2
title: Young Lunar Mare Basalts in the Chang’e-5 Sample Return Region, Northern Oceanus Procellarum

description: Data for: Young Lunar Mare Basalts in the Chang’e-5 Sample Return Region, Northern Oceanus Procellarum Qian, Y., Xiao, L., Head, J.W., van der Bogert, C.H., Hiesinger, H., Wilson, L., 2021. Young lunar mare basalts in the Chang’e-5 sample return region, northern Oceanus Procellarum. Earth Planet. Sci. Lett. 555, 116702. https://doi.org/10.1016/j.epsl.2020.116702 Notice [1] The .txt files contain download links to each dataset.
DOI: 10.17632/tmxd37fnmg.1
title: MOp BAResq

description: BARseq experiment in MOp. Contains processed projection data and all necessary scripts to reproduce all analyses. Also contains scripts for processing raw image data. Temporary variables saved during the scripts are also provided, but these are not essential for reproducing the figures. Raw sequencing images are available from Brain Image Library. Bulk sequencing data are deposited at SRA (SRR12247894).
DOI: 10.17632/ttfzyctbm7.1
title: Dataset on Minimum Wage of Low-Skilled Foreign Workers in Manufacturing Industry

description: Dataset on Minimum Wage of Low-Skilled Foreign Workers in Manufacturing Industry
DOI: 10.5281/zenodo.4701064
title: Dataset_Manuscript_CoastalHighWaterLevelDistributionDuringStorms

description: Data used for the plots in the manuscript of the paper 'Distribution of Coastal High Water Level During Extreme Events Around The UK And Irish Coasts', submitted for peer review. These data are the processed file in .mat format. The original full data set can only be access via contacting the Met Office. They are the UKC4 fully coupled model data (UKC4aow), and tide-only model run (UKC4gtt). These data contain the coordinates of the coastal points used in the paper (longitude, latitude), and the values of the tide, SSH (tide+surge) and Hs at these coordinates . The data behind figure 5, 6, 7 and 8 in the manuscript are also uploaded. These are the maximum Hs, Surge and tide at the coast expressed as a percentage of the respective maximum value found at the coast 'PercentageMax***.mat' (figure 5). The number of extreme simultaneous Hs and surges at high tide, low tide, 3h before high tide, and 3h after high tide expressed as a percentage of the total number of simultaneous events recorded during the winter at each location 'SimultaneousHsAndSurges_****.mat' (figure6 and 7; average all coastal values for figure 6). The mean and maximum hazard proxy values at the coast 'HpMean.mat','HpMax.mat'.
DOI: 10.5281/zenodo.4701063
title: Dataset_Manuscript_CoastalHighWaterLevelDistributionDuringStorms

description: Data used for the plots in the manuscript of the paper 'Distribution of Coastal High Water Level During Extreme Events Around The UK And Irish Coasts', submitted for peer review. These data are the processed file in .mat format. The original full data set can only be access via contacting the Met Office. They are the UKC4 fully coupled model data (UKC4aow), and tide-only model run (UKC4gtt). These data contain the coordinates of the coastal points used in the paper (longitude, latitude), and the values of the tide, SSH (tide+surge) and Hs at these coordinates . The data behind figure 5, 6, 7 and 8 in the manuscript are also uploaded. These are the maximum Hs, Surge and tide at the coast expressed as a percentage of the respective maximum value found at the coast 'PercentageMax***.mat' (figure 5). The number of extreme simultaneous Hs and surges at high tide, low tide, 3h before high tide, and 3h after high tide expressed as a percentage of the total number of simultaneous events recorded during the winter at each location 'SimultaneousHsAndSurges_****.mat' (figure6 and 7; average all coastal values for figure 6). The mean and maximum hazard proxy values at the coast 'HpMean.mat','HpMax.mat'.