cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20219024.v2
title: Carbon Monitor Europe, a near-real-time and country-level monitoring of daily CO2 emissions for European Union and the United Kingdom

description: We present a new near-real-time dataset of fossil fuel and cement emissions to monitor daily, country-level emissions from January 2019 through December 2021 for 27 European Union countries and the United Kingdom. This dataset is called Carbon Monitor Europe. The data are calculated separately for six sectors: power, industry (incl. cement production), ground transportation, domestic aviation, international aviation, residential emissions which includes the built environment. Latest updates and related information are available for view and download on our website https://eu.carbonmonitor.org/. The power sector emissions for Lithuania, Luxembourg, Malta, Romania, and Sweden, in addition to the ground transport emissions for Croatia, Cyprus, and Malta, have been estimated by assuming a linear relationship with the daily emissions totals from the remaining countries in their respective sectors.
DOI: 10.6084/m9.figshare.22324336.v1
title: Annexure A final.doc

description: Tabular representation of the included studies for the review.
DOI: 10.6084/m9.figshare.29134907.v1
title: Soil microbial biomass data

description: This data is for my submission needs only and may not be used without my consent.
DOI: 10.17632/cdhw4wn5sy
title: Extrema for Bessel Functions of the First Kind, J

description: Extrema for the zeroth Bessel function of the First Kind to the 600th Bessel function of the First kind.  10000 extrema are computed for each order of Bessel function.  The position of each extrema is calculated to a precision of 10^(-19).  Please see "Bessel function extrema to 600 orders and 10000 extrema" by N. A. Mecholsky, S. Akhbarifar, W. Lutze, M. Brandys, and I. L. Pegg, Data in Brief, (2021)
DOI: 10.17632/rdwtxtmg43
title: Dataset of Optical Profilometry Surface Profiles and SEM of As-Fabricated and Electropolished Surfaces of NiTi Channels Produced by L-PBF Additive Manufacturing

description: Raw surface profile data from a Zygo Zegage optical profilometer and scanning electron micrographs of the surfaces of NiTi channels fabricated by laser powder-bed fusion (L-PBF) with varying laser power, scan speed, hatch space, scan pattern, channel orientation, and channel diameter. A post-process electropolishing is performed and samples are re-measured. Please refer to the associated research article and Data in Brief below for more information. Mingear, J., Zhang, B., Hartl, D., & Elwany, A. (2019). Effect of Process Parameters and Electropolishing on the Surface Roughness of Interior Channels in Additively Manufactured Nickel Titanium Shape Memory Alloy Actuators. Additive Manufacturing, 27(October 2018), 565–575. https://doi.org/10.1016/j.addma.2019.03.027
DOI: 10.17632/wvsj763ncy
title: Simulation Data for SAM 100 Adoption in Jordan’s Construction Sector

description: This dataset includes Python scripts, simulation parameters, and cost models for evaluating the SAM 100 robotic bricklaying system in Jordan’s post-pandemic construction sector. Data supports findings on time efficiency, labor safety, and cost analysis.
Keywords: Robotic bricklaying, construction automation, Jordan, SAM 100, pandemic resilience
DOI: 10.6084/m9.figshare.1619902.v4
title: The benefits of open research: How sharing can help researchers succeed

description: <em>This is a working paper. Feedback is welcome!</em> <strong>Abstract</strong><br>Open access, open data, open source, and other open scholarship practices are growing in necessity and popularity, rapidly becoming part of the integral workflow of researchers. However, widespread adoption of many of these practices has not yet been achieved. Understandably, researchers have concerns as to how sharing their work will affect their careers. Some of these concerns stem from a lack of awareness about the career benefits associated with open research. Herein, we review literature on the open citation advantage, media attention for publicly available research, collaborative possibilities, and special funding opportunities to show how open practices can give researchers a competitive advantage.
DOI: 10.6084/m9.figshare.20452791.v1
title: The global pesticide budget and river discharge to oceans

description: This dataset distribution includes the application rate, land runoff, soil residue in the root zone, river concentration, and discharge to oceans for 92 pesticides applied in agriculture. The time resolution is 5 day and the total time frame is 30 years. <br> Data are distributed as netCDF formatted files.
DOI: 10.6084/m9.figshare.24798567.v3
title: <b>16S rRNA, metagenomics and 2bRAD-M sequencing to decode human thanatomicrobiome</b>

description: In this study, 16S rRNA, metagenomic sequencing and 2Brach-M sequencing were used to detect the microbiota of 8 cadaveric bodies at different stages of decomposition. Nine different sites, including the mouth and nasal passages, heart, liver, spleen, lungs, kidneys, muscles, and intestines, were analyzed and the effectiveness of these methods assessed.
DOI: 10.6084/m9.figshare.9642950.v1
title: Vibrational EELS Linescans

description: Scanning Transmission Electron Microscopy (STEM) Vibrational Electron Energy Loss Spectroscopy (EELS) line scans across silicon atomic columns. The scan direction followed the [110] crystallographic direction of the material. A linescan across a silicon/silicon dioxide interface is also included. Simultaneously acquired high angle annular dark field (HAADF) signals are also included for each EELS line scan.<br><br>Details of the acquisition of the data can be found in the related article in Nature Physics by Venkatraman, Levin, March, Rez & Crozier. A link to article is given below. <br>
DOI: 10.6084/m9.figshare.11553162.v6
title: iso2k v1.0.0

description: Reconstructions of global hydroclimate during the Common Era (CE; the past ~2,000 years) are important for providing context for current and future global environmental change. Stable isotope ratios in water are quantitative indicators of hydroclimate on regional to global scales, and these signals are encoded in a wide range of natural geologic archives. Here we present the Iso2k database, a global compilation of previously published datasets from a variety of natural archives that record the stable oxygen (δ18O) or hydrogen (δ²H) isotopic composition of environmental waters, which reflect hydroclimate changes over the CE. The Iso2k database contains 756 isotope records from the terrestrial and marine realms, including: glacier and ground ice (205); speleothems (68); corals, sclerosponges, and mollusks (145); wood (81); lake sediments and other terrestrial sediments (e.g., loess) (158); and marine sediments (99). Individual datasets have temporal resolutions ranging from sub-annual to centennial, and include chronological data where available. A fundamental feature of the database is its comprehensive metadata, which will assist both experts and non-experts in the interpretation of each record and in data synthesis. Key metadata fields have standardized vocabularies to facilitate comparisons across diverse archives and with climate model simulated fields. This is the first global-scale collection of water isotope proxy records from multiple types of geological and biological archives. It is suitable for evaluating hydroclimate processes through time and space using large-scale synthesis, model-data intercomparison and (paleo)data assimilation.<br>This dataset is fully described in a manuscript that is under review in Earth System Science Data Discussions, which is available here: https://www.earth-syst-sci-data-discuss.net/essd-2020-5/ . Upon finalization and publication of the manuscript, the dataset will be hosted at the World Data Service for Paleoclimatology ( https://www.ncdc.noaa.gov/data-access/paleoclimatology-data ), and further updates will be posted there.
DOI: 10.6084/m9.figshare.29069840.v1
title: data for "Moist Energy Constraints on Surface Temperature Variance under Climate Warming"

description: The data for the paper <i>Moist Energy Constraints on Surface Temperature </i><i>Variance under Climate Warming</i>.
DOI: 10.17632/2s8mgxkgvv
title: Daily objects Dataset

description: For the experiments, we select a set of five different ‘daily life’ objects shownin Figure 2b. These objects have three types of surfaces: flat (e.g. one side ofthe eyeglasses case and the cubic box), circular (e.g. the cola can and the tennisball), and curved (e.g. the shampoo bottle and the other side of the eyeglassescase) surfaces. The objects are different in shape, materials, and size. But, theyall have a good impact resistance (i.e. high stiffness) and are big enough to bein contact with many sensors when grasped.

Data was collected by grasping each of the five objects 400 times, at differentpositions, using the Baxter gripper as shown in Figure 2c. Our experiments donot involve any post–grasp manipulation; therefore, the arm position is fixed.Before the experiments, we determine the closure position of the gripper foreach object, which corresponds to the gripper position when the touch occurs.We set the gripper velocity and force to v = 5cm/s and F = 0.03 ∗ F max(F max = 35N ). The chosen objects are hard enough to avoid any deformation
8 Youssef Amin et al.when grasped. During each trial, the gripper closes –at a constant velocity andforce– to the predefined position, and remains closed for 1.2 seconds; then, itopens for two seconds. The trials are repeated with no sensors and/or gripperfeedback (open–loop control). Grasping control is done by the robotic operatingsystem (ROS). The IE continuously acquires the tactile data from all sensorssimultaneously at a high sampling frequency (2KSps) and transmits them to thePC. According to Section 3.2, the signals are pre–processed before extractingthe features. Using Matlab, we automatically extract 150 samples from the grasppeak by taking 25 samples before the sample that has the minimum value and125 samples after. This process is done for all the channels simultaneously, andfor all the trials.Eventually, we build six datasets based on the combination of the numberof sensors (i.e., excluding four sensors or using all of them) and the extractedfeatures. Each dataset contains 2000 data, i.e. 400 samples for each class. Table3 gives the details of the six datasets. Each column corresponds to a dataset,the first row reports the name of the datasets, while the second, third, fourth,and the fifth rows report the number of sensors used to build the datasets, thenumber of features extracted from each sensor, the type of feature (i.e. Mean,standard deviation=STD, kurtosis=Kur, and skewness=Skew), and the totalnumber of features, respectively. The six datasets correspond to six differentfeature extraction stages. The loss function will be evaluated to find the bestcombination of features extraction stage and predictor.
DOI: 10.17632/frk98hnwxk
title: HYKYHT: A versatile, affordable, and open-source 3D-printed liquid aspiration system

description: This paper aims to provide the details for making affordable single and multichannel liquid aspirators for wet labs. A liquid aspirator is a basic laboratory device that can cost several hundred Euros. We present a &lt; €25 3D print solution that performs equally well in daily lab routines and is compatible with various vacuum sources, including an aquarium pump or household vacuum cleaner. Presently, a commercial aspirator costs (median) more than a decent entry-level 3D printer capable of producing all the parts listed in this manuscript. The models were designed with Tinkercad, with easy printing and minimal support in mind. The versatility and the ultra-low-cost solution we presented could ease the daily workflow of researchers in various research fields. Furthermore, it is valuable to high school or undergraduate student labs and community wet labs for science enthusiasts, where funding is generally limited.
DOI: 10.6084/m9.figshare.16815364.v1
title: Cimex hemipterus assembly

description: The draft genome assembly of <i>C. hemipterus</i> was presented, generated using SPAdes software with Illumina short reads. The obtained genome size is 388.66 Mb with a contig N50 size of 3503 bp. A total of 11431 protein-coding genes in the <i>C. hemipterus</i> genome assembly was annotated. Functional annotation showed that most gene families are involved in cellular processes and signaling.
DOI: 10.17632/y3w52rk72y
title: Supplemental Material for: Hand Dermatitis in Adults Referred for Patch Testing: Analysis of North American Contact Dermatitis Group Data, 2000–2016.

description: Supplemental Tables 1 and 2 Supplemental Figure 1
DOI: 10.17632/zb4v9pt27p
title: Package-X: A Mathematica package for the analytic calculation of one-loop integrals

description: Abstract Package-X, a Mathematica package for the analytic computation of one-loop integrals dimensionally regulated near 4 spacetime dimensions is described. Package-X computes arbitrarily high rank tensor integrals with up to three propagators, and gives compact expressions of UV divergent, IR divergent, and finite parts for any kinematic configuration involving real-valued external invariants and internal masses. Output expressions can be readily evaluated numerically and manipulated symbolically w... Title of program: Package-X Catalogue Id: AEXT_v1_0 Nature of problem Analytic calculation of one-loop integrals in relativistic quantum field theory for arbitrarily high-rank tensor integrals and any kinematic configuration of real-valued external invariants and internal masses. Versions of this program held in the CPC repository in Mendeley Data AEXT_v1_0; Package-X; 10.1016/j.cpc.2015.08.017 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.6084/m9.figshare.28204925.v1
title: Real World and Synthetic Datasets from "Predicting Extreme Weather-Induced Outages in Distribution Networks Using Graph-Based Neural Network Models"

description: This contains synthetically generated distribution networks and weather data, as well as real world weather data that was use to trained the model in the paper "Predicting Extreme Weather-Induced Outages in Distribution Networks Using Graph-Based Neural Network Models".<br>Six synthetic distribution networks were generated, using NREL Shift in Orange County, FL and consist of mainly urban topologies. Synthetic weather events were generated using uniform distributions for weather features to explore a range of potential conditions. Wind speeds were sampled from 0 to 120 mph, and precipitation levels were sampled from 0 to 70 mm. Real-world weather events were selected from the NOAA Storm Events Database. The selected events included tropical storms, flash floods, and high winds in Orlando, FL.
DOI: 10.17632/6xpjn6pzh7
title: Data for: Improving the quality of early childhood care at scale: The effects of "From Zero to Forever"

description: The data corresponds to the paper entitled "Improving the quality of early childhood care at scale: The effects of 'From Zero to Forever'". The files include: (1) Data dictionary, (2) Datasets, (3) Executable Stata files to reproduce the results in the paper. The description of the data is available in the corresponding paper.
DOI: 10.17632/td3ns72vkw
title: Dataset "Social factors of economic growth"

description: The dataset contains statistics on social factors and economic growth. Social factors:
- Poverty headcount ratio at $ 3.20 / day (%);
- Subjective well-being (average ladder score, worst 0-10 best);
- Demand for family planning satisfied by modern methods (% of females aged 15 to 49);
- Ratio of female-to-male mean years of education received (%);
- Unemployment rate (% of total labor force);
- Fundamental labor rights are effectively guaranteed (worst 0-1 best).
Economic growth indicators:
- Gross domestic product, constant prices;
- Gross domestic product per capita, constant prices.
The Raw Data sheet contains statistics for the categories of countries allocated by the UN for 2021. The Russia sheet contains statistics for Russia for 2000-2021. See the Codeback sheet for details on the metrics.
Data source: (UN 2021). UN. 2021. Downloads: Download the Sustainable Development Report 2021 and supplementary materials - Database Excel. URL: https://dashboards.sdgindex.org/downloads

Датасет содержит статистику социальных факторов и экономического роста. Социальные факторы:
- Коэффициент бедности составляет 3,20 доллара США в день (%);
- Субъективное благополучие (средний балл по лестнице, худший 0-10 лучший);
- Удовлетворение потребности в планировании семьи современными методами (% женщин в возрасте от 15 до 49 лет);
- Соотношение средней продолжительности получаемого образования между женщинами и мужчинами (%);
- Уровень безработицы (% от общей численности рабочей силы);
- Основные трудовые права гарантированы (наихудшие 0–1 наилучшие).
Показатели экономического роста:
- Валовой внутренний продукт в постоянных ценах;
- Валовой внутренний продукт на душу населения в постоянных ценах.
На листе Raw Data приведена статистика по категориям стран, выделенных, за 2021 г. На листе "Россия" приведена статистика по России за 2000-2021 гг. На листе Codeback приведена подробная информация о показателях.
Источник данных: (ООН 2021). ООН. 2021. Загрузки: Загрузите Отчет об устойчивом развитии 2021 и дополнительные материалы - База данных Excel. URL: https://dashboards.sdgindex.org/downloads
DOI: 10.17632/54whtdj426
title: Data for: Corporate Governance, Home Country Governance, and MNE CSR: Evidence from Ghana

description: This dataset is related to a sample of 360 firm-year observations pertaining to 44 subsidiaries of foreign MNEs operating in Ghana from 2010 to 2018. It includes data on corporate social responsibility (CSR) expenditure, corporate governance, and financial information of the sample firms, retrieved from their annual reports. Additionally, the dataset contains data on the home country of these MNEs from various sources, including 1) national governance of the home country, gathered from the World Bank Worldwide Governance Indicators (WGI) dataset, 2) national competitiveness, quality of infrastructure, and quality of financial system in the home country, obtained from Global Competitiveness Report, and 3) gross domestic product (GDP) per capita and GDP per capita growth of the home country, obtained from the World Bank. The industry classification for the subsidiary is obtained from the Refinitiv business classification (TRBC) available in Eikon. 
The dataset is composed of the following files: 
(1) reg_data.dta: provides all input data for all variables used in the analyses.
(2) reg_code.do: contains STATA codes for all the analyses.
(3) files contained in a folder named “output”: includes all the output from the statistical analyses using STATA.
(4) replicable_guide.docx: outlined the methodology used in gathering and analyzing the data.
DOI: 10.17632/k3p7sn6zw3
title: Coastal and nearshore sediment samples of the eastern coastal zone of Bangladesh

description: This dataset is composed of nearshore and coastal sediment from 42 samples. Samples are collected from three coastal areas in the eastern coastal zone of Bangladesh, which includes the part of the northern Bay of Bengal. 17 samples were collected from the Cox’s Bazar coast, numbered as C1 to C17; 10 samples are from the Teknaf coast, numbered T16 to T25; and 15 samples are from Saint Martin’s Island coast, numbered here as T1 to T15. Samples were retrieved from the seafloor using a Van Veen grab sampler from February 2018 to March 2019. After retrieving the samples, they were transported to the laboratory using geological sample bags. Samples were dried in the open air and taken at approximately 100g for sieving. All the samples fall below the 2 mm size of the sieve. So, six sieve meshes (1mm, 0.5mm, 0.25mm, 0.125mm, 0.063mm, and pan) were used for the determination of grain size. Sediment grain sizes were calculated using Folk and Ward (1957) formulae.
DOI: 10.6084/m9.figshare.5001362.v1
title: Importance of ultrasonography re-evaluation for referred patients diagnosed with thyroid cancer

description: <b>raw data</b>
DOI: 10.17632/bjf3r9xntn
title: Measurement and Analysis of Hand Anthropometric Parameters for Indian School Children of Age 6 to 17

description: 5th 25th 50th 75th and 95th percentile values
DOI: 10.17632/dt4p2c53xc
title: Hyaluronic Acid Data Set

description: Hyaluronic acid (HA) is a macromolecule found in the extracellular matrix of animal tissue with a high affinity for water. Hyaluronic acid's ability to readily absorb water and form large gels has made it a subject of interest among the cosmetic industry. Hyaluronic acid's increasing popularity in the cosmetic industry is largely in part due to claims that it can hydrate the skin by absorbing 1000 times its weight in water. The claim that hyaluronic acid can hold 1000 times its weight in water is not supported in the scientific literature, nor are there any studies that examine hyaluronic acid's ability to absorb only water or examine non-crosslinked hyaluronic acid. This study examines non-crosslinked hyaluronic acid of low and high molecular weight's ability to form a saturated gel in water. It was determined that hyaluronic acid of high molecular weight was able to absorb 30 times its weight in water and hyaluronic acid of low molecular weight was able to absorb 20 times its weight in water.
DOI: 10.17632/tnkrjdbcz8
title: BORAY: A ray tracing code for various magnetized plasma configurations

description: Ray tracing codes are useful to study the electromagnetic wave propagation and absorption in the geometrical optics approximation. In magnetized fusion plasma community, most ray tracing codes assume the plasma density and temperature be functions of the magnetic flux and study waves only inside the last closed flux surface, which are sufficient for the present day tokamak. However, they are difficult to be used for configurations with open magnetic field line plasmas, such as mirror machine and field-reversed-configuration (FRC). We develop a ray tracing code in cylindrical coordinates (r, ϕ, z) to support arbitrary axisymmetric configurations with both closed and open field lines plasmas. For wave propagation, the cold plasma dispersion relation is usually sufficient, and we require the magnetic field B(r, z) and species densities n_s0(r, z)  profiles as input. For wave absorption, we require a further temperature T_s0(r, z) profile to solve a hot kinetic plasma dispersion relation. In difference to other ray tracing codes which calculate the imaginary part of wave vector k_{⊥, i} for wave absorption, we calculate the imaginary part of wave frequency w_i, which is shown to be equivalent with the former technique under weak damping approximation. The code can use either numerical or analytical equilibrium. Examples and benchmarks with electron cyclotron wave, lower hybrid wave and ion cyclotron wave for tokamak, spherical tokamak (ST), FRC and mirror machine are shown.
DOI: 10.17632/7p7dpzcc6x
title: Supplementary data for hnRNPM protects against the dsRNA-mediated interferon response by repressing LINE-associated cryptic splicing

description: This study shows that depletion of hnRNPM results in global cryptic splicing. hnRNPM-repressed cryptic exons are enriched in LINE elements and can generate long stem-like double stranded RNAs (dsRNAs), which in turn stimulate antiviral signaling, elevate tumor immune infiltration, and improve cancer patient survival. Excel file contains unprocessed images from Western Blot and agarose gels.
DOI: 10.17632/93wprbfnzg
title: Data for: A Study on the Effects of Feed Temperature and Concentration on Design of a Multi-stage Pervaporation System for Isopropanol-Water Separation Using Commercial Available Modules with Inter-Stage Heating

description: Supporting Information