cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/js2nzwf5md.5
title: Dataset for "XRF and XRPD data sets in ternary mixtures with high level micro-absorption and/or preferred orientations problems for phase quantification analysis"

description: XRF and XRPD data were collected on four different mixture experimental domain, each containing one or more common issues for phase quantification: micro-absorption and preferred orientations. Simplex-Centroid experimental design was used to homogeneously explore the experimental domain. Microabsorption and preferred orientations were included in a controlled way, by choosing the appropriate components each time. The datasets are respectively: - D1: A three component mixture containing bismuth oxide (MM: 208.980 g/mol, density: 8.93 g/cm^3, Z of the heaviest element: 83), barium sulfate (MM: 137.327 g/mol, density: 4.48 g/cm^3, Z of the heaviest element: 56) and sieved graphite (MM: 12.01 g/mol, density: 2.23 g/cm^3, Z of the heaviest element: 6) with a particle size lower than 90 micrometers (non-oriented). - D2: A three component mixture containing bismuth oxide (MM: 208.980 g/mol, density: 8.93 g/cm^3, Z of the heaviest element: 83), barium sulfate (MM: 137.327 g/mol, density: 4.48 g/cm^3, Z of the heaviest element: 56) and sieved graphite (MM: 12.01 g/mol, density: 2.23 g/cm^3, Z of the heaviest element: 6), divided in about 70 % sieved graphite with a particle size lower than 90 micrometers (non-oriented) and 30% sieved graphite with particle size higher than 90 micrometers (oriented). - D3: A three component mixture containing bismuth oxide (MM: 208.980 g/mol, density: 8.93 g/cm^3, Z of the heaviest element: 83), barium sulfate (MM: 137.327 g/mol, density: 4.48 g/cm^3, Z of the heaviest element: 56) and zinc acetate (MM: 219.528 g/mol, density: 1.74 g/cm^3, Z of the heaviest element: 30). - D4: A three component mixture containing bismuth oxide (MM: 208.980 g/mol, density: 8.93 g/cm^3, Z of the heaviest element: 83), barium sulfate (MM: 137.327 g/mol, density: 4.48 g/cm^3, Z of the heaviest element: 56) and urea (MM: 60.06 g/mol, density: 1.32 g/cm^3, Z of the heaviest element: 8). The aim of this datasets is to provide an open-source collection data on which perform quantification analysis by both traditional and innovative methods. More informations are detailed in the data paper "XRF and XRPD data sets in ternary mixtures with high level micro-absorption and/or preferred orientations problems for phase quantification analysis".
DOI: 10.17632/kmcpt5j7rz.1
title: Numeric data for Chernonozhkin et al. "ISOTOPIC EVOLUTION OF PLANETARY CRUSTS BY HYPERVELOCITY IMPACTS EVIDENCED BY FE IN MICROTEKTITES"

description: Numeric data for Chernonozhkin et al. "ISOTOPIC EVOLUTION OF PLANETARY CRUSTS BY HYPERVELOCITY IMPACTS EVIDENCED BY FE IN MICROTEKTITES" (2021) Fe isotopic composition and major and trace elemental composition of the Australasian, including the Antarctic, macroscopic and microtektites
DOI: 10.17632/cpzn74v9pj.3
title: Segregating Amazon logging wastes from sustainable forest management improves carbonization indices performed in brick kilns

description: Data on the physical properties of logging wastes from sustainable forest management. In addition, carbonization indices. These data were used in the preparation of an article submitted to Sustainable Energy Technologies and Assessments, whose title is the same as that of this database.
DOI: 10.17632/3gv3tz37c4.1
title: SPIN2_CODES

description: We are submitting here the SPIN2_CODES software package that can be used to study spin-2 BECs in 3D, quasi-2D, and quasi-1D geometries. This package (consisting of three F90 codes) is associated with the manuscript titled 'OpenMP FORTRAN programs for solving coupled Gross-Pitaevskii equations for spin-orbit coupled spin-2 Bose-Einstein condensate'. Along with the codes, a README file is provided in this package to aid the user. This file includes the detailed instruction about how to use the package.
DOI: 10.17632/my928cxv7f.2
title: High Resolution Comparison of Cancer Samples Through Trajectory Alignment

description: Bone marrow samples of healthy individuals and AML patients at diagnosis and 14 days after treatment.
DOI: 10.17632/nngbkydf95.1
title: PACE-India

description: The PACE-India policy tool is developed to assess the political and environmental impacts of clean air policies in India. For more information, please refer to Peng et al. Incorporating political-feasibility concerns into the assessment of India’s clean-air policies. One Earth (2021).
DOI: 10.17632/zk7ksnktwd.1
title: SPIN2_DATA

description: We are submitting here the SPIN2_DATA dataset that is obtained by using the SPIN2_CODES software package. This package (consisting of input and output files) is associated with the manuscript titled 'OpenMP FORTRAN programs for solving coupled Gross-Pitaevskii equations for spin-orbit coupled spin-2 Bose-Einstein condensate'. The sample input and output data files, Electronics_appendix, and README files are provided in this package. README file includes the details about the contents of input and output files whereas the Electrinocs_Appendix.pdf involves the summary of final data for a couple of runs of all the codes provided in SPIN2_CODES package.
DOI: 10.17632/68jzngnc8s.1
title: Energy transition dataset 1990-2019

description: Master dataset file used in my dissertation work. Contains variables collected from a range of publicly available datasets relevant for research on the energy transition.
DOI: 10.17632/v7xnx2z45g.2
title: CD309-Cre miR-218-2-LoxP mesoscope

description: CD309-Cre miR-218-2-LoxP live cell microscopy (mesoscope )
DOI: 10.17632/pywhr745ns.1
title: Zero-Interconnects Twin-Wires Networks for High-Density 4-Wire Characterization of Conducting Materials

description: Zero-Interconnects Twin-Wires Networks for High-Density 4-Wire Characterization of Conducting Materials [data that support the findings] Nerio Andrés Montoya, Valeria Criscuolo, Andrea Lo Presti, Raffaele Vecchione, Christian Falconi The data have been divided in 4 folders as follows • “Raw_data” contains results obtained by using the JAVA software (before using MATLAB for further analysis) for the 3 different types of experiments (spread analysis, monitoring the sintering and temperature calibration ) • “Images” contains photos of 3 representative devices printed on Kapton, paper and photopaper taken with a scale; these photos have been used with ImageJ in order to determine the mean widths of the printed tracks (needed for estimating the sheet resistances) • “Software" contains o JAVA application for controlling a digital multimeter (Agilent 34411A or Agilent 34410A) and exporting as column of numbers saved as ".txt" file o MATLAB live-script files used to analyze the .txt files produced by the JAVA application in order to generate the results presented in the manuscript o Arduino firmware for controlling the Twin_Wires Systems • "Designs" contains the schematics, PCB designs (Gerber Files) and the Bill Of Materials (BOM) for the Twin_Wires Systems. These data allow to replicate the system. The folder also contains some other designs (resistor network used to calibrate/verify the system).
DOI: 10.17632/n8z7hzyn7k.1
title: Capillary Heterogeneity Linked to Methane Lateral Migration in Shallow Unconfined Aquifers

description: Simulations were performed using CMG-GEM. Sample input file for one of the scenarios is given here.
DOI: 10.17632/w293jxpggj.1
title: US consumer prices data 2017-18 for sub-national CPI-U calculations using TiPRD model and R implementation

description: This data is a portion of a larger dataset, composed by over 120 million data points, collected by Starsift LLC for the Grocerybear Project (www.grocerybear.com) every day between January 2017 and May 2018 for over 50,000 unique items in about 750 commercial categories for eleven US cities: Boise, Honolulu, Houston, Las Vegas, Los Angeles, Orlando, Phoenix, Portland, San Francisco, Seattle, and Washington DC. This dataset is composed by 5 csv files, one for each CPI-U Entry Level Item disclosed: Apples, Bread, Butter, Cigarettes, and Coffee. Each file presents the following columns: Year, Month, Product name, Product code, City, Store Chain, Average price in the month. Store chains have been anonymized. This project also includes an R file to calculate sub-national consumer price indexes using the Time-interaction-Region Product Dummy (TiRPD) model.
DOI: 10.17632/b9kw9h8f47.2
title: data for public haze concern and air pollution cleansing

description: This dataset is prepared to reveal what environmental vulnerable and sensitive groups concern about haze and whether such concerns would make impacts on air pollution cleansing. In addition, based on the theory framework proposed by our study, it can be applied to explore the mechanism of the relationship between haze notability and air cleansing.
DOI: 10.17632/3ndpbxdf32.1
title: THE ADVANTAGES OF THE MOBILE GRAPE TRELLISES

description: The amount of the work in the vineyard, its yield greatly depends on what type of grape trellis is used in the vineyard. The horizontal grape trellis system of the vineyard - pergola - cultivation has a number of advantages. Such farming techniques increase yields by 2-3 times in comparison with the vertical shoot position system and provide the best quality of grapes. But this grape trellis has a significant disadvantages, the care of vines grown on horizontal trellis is very time-consuming. The authors have developed a new type of horizontal grape trellises - the mobile low industrial and high garden pergolas. As a result, we get a high yield typical for the low industrial pergola, which is 2- 3 times higher than the yield obtained on the vertical grape trellis, and its maintenance is just as convenient and simplified as that of the vertical grape trellis. For both - low industrial and high garden horizontal trellises - a significant reduction in labor intensity is achieved, and in addition - for high garden pergola - a significant reduction of traumatic care.
DOI: 10.17632/gcwxcmysw7.1
title: Divergence time estimation of Galliformes based on the best gene shopping scheme of ultraconserved elements

description: Abstract Background Divergence time estimation is fundamental to understanding many aspects of the evolution of organisms, such as character evolution, diversification, and biogeography. With the development of sequence technology, improved analytical methods, and knowledge of fossils for calibration, it is possible to obtain robust molecular dating results. However, while phylogenomic datasets show great promise in phylogenetic estimation, the best ways to leverage the large amounts of data for divergence time estimation has not been well explored. A potential solution is to focus on a subset of data for divergence time estimation, which can significantly reduce the computational burdens and avoid problems with data heterogeneity that may bias results. Results In this study, we obtained thousands of ultraconserved elements (UCEs) from 130 extant galliform taxa, including representatives of all genera, to determine the divergence times throughout galliform history. We tested the effects of different “gene shopping” schemes on divergence time estimation using a carefully, and previously validated, set of fossils. Our results found commonly used clock-like schemes may not be suitable for UCE dating (or other data types) where some loci have little information. We suggest use of partition (e.g., PartitionFinder) and selection of tree-like partitions, may be a good strategy to select a subset of data for divergence time estimation from UCEs. Our galliform time tree is largely consistent with other molecular clock studies of mitochondrial and nuclear loci. With our increased taxon sampling, a well-resolved topology, carefully vetted fossil calibrations, and suitable molecular dating methods, we obtained a high quality galliform time tree. Conclusions The updated galliform time tree provides a robust backbone time tree that can be combined with more fossil records to further facilitate our understanding for the evolution of Galliformes and as a resource for many comparative and biogeographic studies in this group.
DOI: 10.17632/658nmz4xvs.1
title: Models and MT responses for 3-D lamindated structures

description: To check the accuracy of the effective bulk resistivity for 3-D laminated structure, we conducted numerical experiments for various models with lamellae structures. The 3-D MT responses (i.e. the actual model respnses) in 30 periods from 0.01 Hz to 10000 s are modelled for a regular observation array on the surface by using ModEM proposed by Egbert and Kelbert (2012). For comparison, we also calculated MT responses for the model in which the lamellae structure is replaced by a 3-D effective anisotropic block (i.e. the approximate model responses) using modular finite volume approach for 3-D MT anisotropic modelling proposed by Guo et al. (2020). And then the accuracy of the effective resistivity can be assessed through the average relative error between the two responses. Here we put the model files for each laminated model (Laminated_Model*.rho) and the corresponding effective anisotropic model (Equivalent_Model*.ani) and their responses (actual_model_responses.dat and approximate_model_responses.dat) into a single folder. For Model C and Model E, we also give the equivalent model derived from Merzer and Klemperer's formula (Equivalent_Model*_Merzer.ani) and the corresponding responses (approximate_model_responses_Merzer.dat). Model_E_irregular_lamellae_distribution represent the model with irregular lamellae distribution, i.e. the center of a lamella offsets from the center of four adjacent lamellae in the adjacent layer and we calculated its effective bulk resistivity using average overlap ratio which is the same as that of Model E. Model_E_rhom_5000 and Model_E_rhom_1000 represent that the matrix resistivity of Model E was changed from 10000 ohm.m to 5000 ohm.m and 1000 ohm.m, respectively.
DOI: 10.17632/pdfxj2mkp3.3
title: Seasonal variation of floc population influenced by the presence of algae in the Changjiang (Yangtze River) Estuary: Datasets and Supplementary Materials

description: ******* Please view the headlines for detailed documentation of data. ******* Title: Seasonal variation of floc population influenced by the presence of algae in the Changjiang Estuary: Datasets and Supplementary Materials Version: 1.0 Date of Release: 2021/02/19 Contact information: Q. He, State Key Lab of Estuarine and Coastal Research, East China Normal University, Shanghai 200241, China. qinghe@sklec.ecnu.edu.cn (Q. He). Geographic location: East China Sea, Shanghai, China. This directory contains the following datasets and supplementary materials: SUPPLEMENTARY TEXT AND FIGURES - Deng2021_Supplementary_information.pdf: supplement of text and additional figures Floc and hydrodynamics DATASETS - 201401Flocs_data.xlsx, 201607Flocs_data.xlsx: D50, Density, Settling velocity, SSC and Salinity of 0, 0.4, 0.8 H in odd hours.
DOI: 10.17632/vj4fcb7ssn.2
title: Feng, J., T. Lian, D. Chen, and Y. Li. The cause of the large cold bias in the northwestern Pacific Ocean. Submitted to Geophysical Research Letters.

description: This repository contains processed data for the manuscript entitled "The cause of the large cold bias in the northwestern Pacific Ocean", including a series of model experiments.
DOI: 10.17632/x6nhfzm9kw.2
title: Study on anti-cavitation performance of waterborne elastomer composite coating in 3.5%NaCl solution

description: The raw data for study on anti-cavitation performance of waterborne elastomer composite coating in 3.5%NaCl solution
DOI: 10.17632/bc6954kbj8.2
title: Effect of regularly arranged graphene oxide on anticorrosion performance of waterborne silicate zinc-rich coatings

description: Raw data for effect of regularly arranged graphene oxide on anticorrosion performance of waterborne silicate zinc-rich coatings
DOI: 10.17632/38zfzr4z3w.1
title: Curated open-access fungi occurrence data for Australia

description: This dataset contains occurrence data for Fungi in the continent of Australia. Human observation and preserved specimen data are collected across six open-access repositories of biological records, and then subjected to a curation process removing erroneous or problematic entries and adding extra nomenclatural, taxonomic, and functional information. The R script for this curation process is also archived, and detailed description of the method and an exploratory overview of the dataset are provided in the accompanying manuscript: DOI to be provided We thank the Atlas of Living Australia, the Global Biodiversity Information Facility, MycoPortal, iNaturalist, and Fungimap Inc. for making data available and all the collectors and observers who created the data we analysed.
DOI: 10.17632/jc29yf3t5k.1
title: Farm management practice-ES linkages data from REA

description: Dataset includes observations extracted from the secondary literature through a Rapid Evidence Assessment (REA), linking farm management practices to ecosystem service (ES) supply. The dataset was used to identify how 26 considered farm management practices impact the supply of 17 considered ES in European agricultural systems through the composition of agri-environmental indicators. Two main research questions were addressed using this data: i) How do various farm management practices (both conventional and ecological) impact the supply of ES in agroecosystems across Europe? and ii) How does this impact differ between farm and territorial level? The dataset includes expert-mediated qualitative data, which records a positive, inconclusive or negative impact of a management practice ('Practice') on an ES ('ES'), coded as 3, 2, 1 respectively in the column titles 'Observation'. The column titles 'Practice_category' identifies the broader categories into which management practices may be classified based on the intervention types, while the column titled 'ES_category' identifies which CICES category the ES belongs to. 'Scale' identifies which spatial level the observation was recorded at in the synthesis article. 'Scale_category' categorises these spatial levels into 1 (farm level) and 2 (territorial level). 'Quality_meanscore' is the mean article quality score attributed to each synthesis article based on performance across 26 quality criteria. 'Filled' refers to whether an observation linking the management practice to an ES was present in the literature (0) or whether it had to be filled in manually as a missing value (1). 'n_articles' and 'n_obs' refers to the number of articles and number of observations that are included in the indicator composition for a given farm management practice-ES linkage. Meta-analytic data is also recorded in rows A-E. This includes the unique identifier of each article ('Article_ID'), the institutional association of the reviewer who extracted data from a given article ('Reviewer_institution'), the article citation ('Citation'), the year of publication ('Year'), and the number of primary studies (if mentioned) included in the synthesis article ('n_studies').
DOI: 10.17632/5pktxkkrwm.1
title: Research Data related to the surrogate model building of the FDTD computation

description: The research data related to the paper "A general framework for building surrogate models for uncertainty quantification in computational electromagnetics"
DOI: 10.17632/5w2k48mht7.2
title: Virtual outcrop geology comes of age: the application of consumer-grade virtual reality hardware and software to digital outcrop data analysis

description: In this work, the need for discipline specific analysis tools is addressed by harnessing a consumer grade virtual reality system (HTC Vive) and freeform 3D visual arts software package (Google Tilt Brush) to interactively interpret and analyze sedimentary and structural architecture (bedding contacts, faults, fractures) from digital outcrop models. Having generated these interpretations, users utilize a script library developed in the MATLABTM language to extract geologically useful data (e.g. orientation, length, intensity) from interactively generated 3D mesh patches output by Tilt Brush. Note that the submission contains the MATLAB code library, test data and presentation (.ppt) with videoed examples of Tilt Brush data input and interpretation.
DOI: 10.17632/wppmdbj79p.1
title: Risk Factor for Knowlesi Malaria in Sabah Borneo

description: This is the data collected as part of Doctor of Public Health research thesis, Risk Factors for Plasmodium knowlesi infection in Sabah Borneo, Malaysia. The research was a retrospective population based case control study conducted in Ranau district. The main objective of this study is to identify the risk factors for acquiring P. knowlesi infection in Sabah among the working age group. The research hypothesis was individuals with risk factors (sociodemographic, socioeconomic, knowledge, practice, medical history) are at higher odds than their opposite to acquire P. knowlesi infection in Sabah. The data was collected using pretested questionnaire, capturing mostly binary categorical data, with continuous data for age and income. Bivariate analysis can be conducted with dependent variable Pk Positive and other categorical independent variable using Pearson's Chi Square or binary logistic regression. Multivariable analysis can be conducted using multivariable logistic regression to determine independent predictors. The variables have been coded 1 and 0 according to risk group.