cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/uiccpb/wjyc0q
title: Supplt 1_OVID Medline search strategy.docx

description: :unav
DOI: 10.17632/5gg5fw8dhm.1
title: Cyber Aggression Between Intentions and Abilities of Cyber Wellness of Students

description: The self-administered questionnaire was used to collect data from 291 students intentionally, aged 15 to 21 at secondary schools in the city of Padang in Indonesia, and then analyzed using covariance-based structural equation modeling (SEM). Data analysis was performed using WarpPLS software version 4.0.
DOI: 10.5281/zenodo.3629238
title: beta-diketones

description: This data set was used to examine the reactive dynamics and<br> spectroscopic properties of three beta-diketones: malonaldehyde (MA,<br> propandial), acetoacetaldehyde (AAA, 3- oxobutanal) and acetylacetone<br> (AcAc, pentan-2,4-dion), in a neural network based manner. The data<br> set contains different geometries for the three molecules as well as<br> for substructures (Amons [1]). In total the data set contains 71208 geometries with reference<br> energies, forces and dipole moments calculated at the MP2/aug-cc-pVTZ<br> level of theory calculated using the MOLPRO 2018.2.0 [2]. For more details, see https://arxiv.org/abs/1911.09475 [1] Huang, B.; von Lilienfeld, O.A., arXiv:1707.04146<br> [2] Werner, H.-J.; Knowles, P. J.; Knizia, G.; Manby, F. R.; Schütz, M.; et al.<br> https://www.molpro.net, 2018.2.0
DOI: 10.6084/m9.figshare.11740050.v2
title: AGUsubmission.zip

description: This package includes the representative data used in the analyses in the paper entitled "Can Managed Aquifer Recharge Mitigate the Groundwater Overdraft in California’s Central Valley? ", submitted by Sarfaraz Alam, Mekonnen Gebremichael, Ruopu Li, and Dennis P. Lettenmaier
DOI: 10.7910/dvn/k6qu2j/2q8owg
title: simulations ComolaPrina coverage.do

description: :unav
DOI: 10.7910/dvn/k6qu2j/k11iyf
title: dyadic_dataset_ComolaPrina.tab

description: :unav
DOI: 10.7910/dvn/k6qu2j/plozsp
title: simulations ComolaPrina IMSE ErdosRenyi.do

description: :unav
DOI: 10.7910/dvn/k6qu2j/wu2ywe
title: simulations ComolaPrina IMSE WattsStrogatz.do

description: :unav
DOI: 10.7910/dvn/k6qu2j/yhldgr
title: log simulations Table B1 Column 9.smcl

description: :unav
DOI: 10.17632/svknkyvygw.1
title: Development and Validation of a Scale to Measure the Cyber-Aggression of Adolescent Using Rasch Analysis

description: The formulation of the problem in this research is whether the measurement instruments of students 'cyber aggression behavior and social skills as well as students' perceptions of the school climate are appropriate and effective as a valid and reliable measure of research and can reflect the construct of each variable? In general, this study aims to construct effective, valid and reliable measuring tools in revealing adolescent cyber-aggression behavior and the factors that influence it
DOI: 10.5281/zenodo.3628330
title: Role of black carbon in the formation of primary organic aerosols: Insights from molecular dynamics simulations: Supplementary Materials

description: This zip file contains supplements for the article entitled "Role of black carbon in the formation of primary organic aerosols: Insights from molecular dynamics simulations" authored by Zhou et al. including three different sets of data as follows: data: Data files that contain optimized atomistic configurations of organic molecules adsorbed on nanoparticles are provided. These .xyz files contain the atomic coordinates of the adsorbed organic molecules. The first line in each file contains the total number of atoms, the second line comprises three integers corresponding to the number of molecules, number of atoms in each molecule and number of atoms in the nanoparticle, and each subsequent line contains the atomic species and the three Cartesian coordinates (in Angstrom) for an atom. Please see the PDF in the directory for instructions. code: Sets of Lammps simulation input scripts. video: Supplements demonstrating the formation process of molecular clusters of these simulations.
DOI: 10.5281/zenodo.3628331
title: Role of black carbon in the formation of primary organic aerosols: Insights from molecular dynamics simulations: Supplementary Materials

description: This zip file contains supplements for the article entitled "Role of black carbon in the formation of primary organic aerosols: Insights from molecular dynamics simulations" authored by Zhou et al. including three different sets of data as follows: data: Data files that contain optimized atomistic configurations of organic molecules adsorbed on nanoparticles are provided. These .xyz files contain the atomic coordinates of the adsorbed organic molecules. The first line in each file contains the total number of atoms, the second line comprises three integers corresponding to the number of molecules, number of atoms in each molecule and number of atoms in the nanoparticle, and each subsequent line contains the atomic species and the three Cartesian coordinates (in Angstrom) for an atom. Please see the PDF in the directory for instructions. code: Sets of Lammps simulation input scripts. video: Supplements demonstrating the formation process of molecular clusters of these simulations.
DOI: 10.17037/data.00001526
title: Aid for reproductive, maternal, newborn and child health: data and analysis from application of the new Muskoka2 method, 2002-2017

description: The MS Excel file provides Muskoka2 estimates of aid for reproductive, maternal, newborn, and child health (RMNCH) over the period 2002-17 as reported in Dingle et al (2020). The Excel file includes the main reported figures, and the analyses, data, and assumptions underlying the reported figures. The Muskoka2 method responds to donors' and other stakeholders' request for a single, agreed method which produces accurate, predictable, transparent and up-to-date estimates that can be used for analyses from both donor and recipient perspectives. Future iterations of the Excel workbook will provide additional user-friendly guidance and updated estimates.
description: This dataset combines several existing source datasets: [1] The OECD's Creditor Reporting System (CRS) and "Members total use of the multilateral system" datasets, [2] The World Bank's World Development Indicators, [3] The World Health Organization Global Health Expenditure Database, [4] The United Nations Population Division of the Department of Economic and Social Affairs' World Population Prospects 2017, [5] The Institute for Health Metrics and Evaluation's Global Burden of Disease data.
DOI: 10.17632/59mzhd6r9g.1
title: Cyber Aggression Between Intentions and Abilities of Cyber Wellness of Student

description: This research is intentionally carried out to explain the behavior of cyber aggression students using the theory model planed of behavior. According to this theory, the behavior of cyber aggression is caused by the intention to carry out an attack. The intention to carry out attacks is influenced by three factors, namely subjective norms, attitudes, and perceived behavioral control. Furthermore, this study also provides an overview of the role of adolescent cyber wellness skills in the occurrence of cyber aggression behavior that is not based on the intention to carry out attacks online.
DOI: 10.17632/6fp72mzcjp.1
title: Supplemental Figure 1: Description of MID SEWTM skin extension set

description: Supplemental figure for: Yailian et al. Effectiveness and safety of an innovative silicone extender in suture reinforcement or dermatotraction (MID SEWTM): a retrospective study of 50 patients Submitted in JAAD, 2020
DOI: 10.17632/95mr7pr8rj.4
title: Two Daily Weather Datasets: Chiang Mai International Airport and Theodore Francis Green State Airport

description: Two daily weather datasets for experimenting data-driven models on two different weather types: 1. Chiang Mai International Airport, Chiang Mai, Thailand from January 1st 1998 to July 31st 2019. The data were acquired from the station via personal communication. The following files are provided: - chiang_mai_1998-2019_raw.csv : the raw data without any preprocessing. Note that some of the data are missing. - chiang_mai_1998-2019.csv : the preprocessed data: the dates and redundant variables were removed, the missing data were imputed with MICE algorithm and all units were changed to SI units. 2. Theodore Francis Green State Airport, Providence, RI from January 1st 2006 to October 31st 2019. The data were acquired from the National Oceanic and Atmospheric Administration (https://www.ncdc.noaa.gov/cdo-web/datatools/lcd). The following files are provided: - providence_2006-2019_raw.csv : the raw data with redundant variables removed. Some of the data are missing. - providence_2006-2019.csv : the preprocessed data: the dates were removed, the missing data were imputed with MICE algorithm and all units were changed to SI units. Additionally, we provide code in Python and shell scripts for reproducibility of the three autoencoder models in "Short-term Daily Precipitation Forecasting with Seasonally-Integrated Long Short-Term Memory Autoencoder". The code have the following requirements: - Python 3.6 or higher - Keras 2.2 or higher (Python library) - Tensorflow 1.12.0 or higher (Python library) Additionally, we use RAdam for stable learning rate schedules. RAdam can be installed via pip installer. pip install keras-rectified-adam The README.md file provides step-by-step instructions on code usage. REFERENCE: - Liu, L., Jiang, H., He, P., Chen, W., Liu, X., Gao, J., Han, J., 2019. On the variance of the adaptive learning rate and beyond. arXiv preprint arXiv:1908.03265. - Zaytar, M.A., Amrani, C.E., 2016. Sequence to sequence weather forecasting with long short-term memory recurrent neural networks. International Journal of Computer Applications 143, 7–11. doi:10.5120/ijca2016910497.
DOI: 10.17632/dg2d994fg9.1
title: Data for: Total synthesis of 2'-O-methyl-β-L-arabinosyluridine and reassignment the nucleoside from Penicillium sp. as 2'-O-methyl-β-L-uridine

description: Supporting Information Total synthesis of 2'-O-methyl-β-L-arabinosyluridine and reassignment the nucleoside from Penicillium sp. as 2'-O-methyl-β-L-uridine
DOI: 10.3886/e114855v1-21983
title: Replication data for: Health and the Political Agency of Women

description: We investigate whether women's political representation in state legislatures improves public provision of antenatal and childhood health services in the districts from which they are elected, arguing that the costs of poor services in this domain fall disproportionately upon women. Using large representative data samples from India and accounting for potential endogeneity of politician gender and the sample composition of births, we find that a 10 percentage point increase in women's representation results in a 2.1 percentage point reduction in neonatal mortality, and we elucidate mechanisms. Women's political representation may be an underutilized tool for addressing health in developing countries.
DOI: 10.17632/5b38d3v62c.1
title: Outcome and clinico-phenotypical features of acute Lymphoblastic leukemia/lymphoma with cutaneous involvement: a multicentric case-series

description: Figure 2. Various clinical aspects of skin involvement in ALL/LBL. A. Multiple head nodules/tumors in a child with T-LBL. B. Unique nodule/tumor on the arm in an adult patient with B-LBL. C. Multiple ulcerative lesions on the back of the leg in an adult patient with T-LBL. Abbreviations : LBL, lymphoblastic lymphoma Figure 3. Histological and immunohistochemical aspects of ALL/LBL. A. Skin biopsy of a T-LBL with a tumoral infiltrate involving the full height of the sample (Low magnification, H&E staining in FFPE sample). B. The infiltrate spares the epidermis (Medium magnification, H&E staining in FFPE sample). C. The infiltrate is composed of medium to large size cells with minimal cytoplasm, fine dusty chromatin, absent to inconspicuous nucleoli and irregular nuclear contour (High magnification, H&E staining in FFPE sample). D. Diffuse nuclear positive Ki67 immunostaining with high intensity in a T-LBL (Low magnification). E. Diffuse nuclear positive TdT immunostaining with medium intensity in a T-LBL (Low magnification). Abbreviations : LBL, lymphoblastic lymphoma; H&E, hematoxylin & eosin; FFPE, formalin-fixed paraffin-embbeded; TdT, terminal deoxynucleotidyl transferase. Table 2: Comparison of cutaneous immunohistochemical expression with bone marrow flow cytometric phenotype. Bold and underlined: antigens with discordant expression by leukemic cells in skin versus bone marrow NA: not available Table 3: Molecular features of the cohort.
DOI: 10.17632/5gg5fw8dhm.2
title: Cyber Aggression Between Intentions and Abilities of Cyber Wellness of Students

description: This research is intentionally carried out to explain the behavior of cyber aggression students using the theory model planed of behavior. According to this theory, the behavior of cyber aggression is caused by the intention to carry out an attack. The intention to carry out attacks is influenced by three factors, namely subjective norms, attitudes, and perceived behavioral control. Furthermore, this study also provides an overview of the role of adolescent cyber wellness skills in the occurrence of cyber aggression behavior that is not based on the intention to carry out attacks online.
DOI: 10.17632/95mr7pr8rj.5
title: Two Daily Weather Datasets: Chiang Mai International Airport and Theodore Francis Green State Airport

description: Two daily weather datasets for experimenting data-driven models on two different weather types: 1. Chiang Mai International Airport, Chiang Mai, Thailand from January 1st 1998 to July 31st 2019. The data were acquired from the station via personal communication. The following files are provided: - chiang_mai_1998-2019_raw.csv : the raw data without any preprocessing. Note that some of the data are missing. - chiang_mai_1998-2019.csv : the preprocessed data: the dates and redundant variables were removed, the missing data were imputed with MICE algorithm and all units were changed to SI units. 2. Theodore Francis Green State Airport, Providence, RI from January 1st 2006 to October 31st 2019. The data were acquired from the National Oceanic and Atmospheric Administration (https://www.ncdc.noaa.gov/cdo-web/datatools/lcd). The following files are provided: - providence_2006-2019_raw.csv : the raw data with redundant variables removed. Some of the data are missing. - providence_2006-2019.csv : the preprocessed data: the dates were removed, the missing data were imputed with MICE algorithm and all units were changed to SI units. Additionally, we provide code in Python and shell scripts for reproducibility of the three autoencoder models in "Short-term Daily Precipitation Forecasting with Seasonally-Integrated Long Short-Term Memory Autoencoder". The code have the following requirements: - Python 3.6 or higher - Keras 2.2 or higher (Python library) - Tensorflow 1.12.0 or higher (Python library) Additionally, we use RAdam for stable learning rate schedules. RAdam can be installed via pip installer. pip install keras-rectified-adam The README.md file provides step-by-step instructions on code usage. REFERENCE: - Liu, L., Jiang, H., He, P., Chen, W., Liu, X., Gao, J., Han, J., 2019. On the variance of the adaptive learning rate and beyond. arXiv preprint arXiv:1908.03265. - Zaytar, M.A., Amrani, C.E., 2016. Sequence to sequence weather forecasting with long short-term memory recurrent neural networks. International Journal of Computer Applications 143, 7–11. doi:10.5120/ijca2016910497.
DOI: 10.17632/9x7wn24rrp.1
title: Water-Energy-Food-Land-Climate Nexus data for the Case Study of Greece: National and River Basin District Scale

description: Complexity science methods applied for policies provide a means of exploring the effects of various types of spatial and temporal drivers and constraints on the behaviour of society and helps scenario-forming and the development of sound policies through stakeholder consultations. In the context of policy-making following a five-component Nexus approach that includes Water, Energy, Food, Land Use and Climate, System Dynamics Modelling is used for the holistic approach, since it presents various advantages, such as integrating different model outputs and handling system complexity via a building-block approach. To this end, the Nexus System Dynamics Model (Nexus_SDM) that establishes and quantifies the interlinkages among all five Nexus components for the national case study of Greece has been built in STELLA Professional (ISEE Systems--https://www.iseesystems.com/store/products/stella-professional.aspx). The methodology of data mapping and linking Nexus components in a complex system is followed, while outputs from thematic models are integrated producing an extensive multi-sectorial data set for the year 2010 that includes an exhaustive list of Water and Energy demands, Agricultural production and resulting agricultural value for 14 different crop types and 8 different animal types and their associated products. Green House Gas emissions from all sectors are presented as well. Data originate from open databases and national sources, such as Eurostat, the Greek National Statistical Authority (ELSTAT), the Hellenic Ministry of the Environment and Climate Change, the Association of Greek Tourism Enterprises and the Independent Power Transmission Operator of Greece are collected. Additional data from thematic models E3ME (https://www.camecon.com/how/e3me-model/) and OSeMOSYS (http://www.osemosys.org/) are also integrated. Advanced disaggregation algorithms are employed in order to disaggregate annual national-scale data to fourteen River Basin Districts in Greece and 12 months of year 2010. The data are used to map and quantify all interlinkages, identifying Nexus hotspots, i.e., which Nexus dimensions strongly affect others and threaten their security and which interlinkages are relatively weak. Mapping multiple Water-Energy-Food-Land Use-Climate Nexus data, analysing and quantifying all interlinkages among its Nexus components is critical in order to assess the Nexus, prioritise expenses and set the agenda for achieving sustainability. Such data sets are necessary to make the Nexus concept operational for policymakers and stakeholders in a participatory process and it is an important step towards achieving the United Nations Sustainable Development Goals. Acknowledgements: The data presented herein have been collected and processed within the project SIM4NEXUS. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under Grant Agreement No. 689150.
DOI: 10.17632/pntxmgf8td.1
title: Data for cross national comparative analysis of youth access to ICT resources and subjective well-being in the Middle East: A spatial bivariate copula regression modelling

description: Pooled cross-sectional panel data of the 2015-2018 PISA student questionnaire data files, along country level aggregated data on youth responses and polynomial shape files for geographical mapping, and spatial econometric modelling. It covers 409747 youth respondents distributed across 46 countries, and is useful for inter-temporal, intra-and-inter country comparative analysis of youth outcomes in the Sustainable Development Era.
DOI: 10.26186/5e2f8b3012533
title: High-resolution depth model for the Great Barrier Reef and Coral Sea - 100 m

description: This dataset contains bathymetry products from the compilation of all available source bathymetry data within the Great Barrier Reef into a 100 m-resolution Digital Elevation Model (DEM). The Great Barrier Reef (GBR) and Coral Sea is the largest coral reef ecosystem on Earth and stretches over 2500 km along the north-eastern Australia margin. Bathymetry mapping of this extensive reef system is vital for the protection of the GBR allowing for the safe navigation of shipping and improved environmental management. Over past ten years, deep-water multibeam surveys have revealed the highly complex shelf-edge drowned reefs and continental slope canyons. Airborne LiDAR bathymetry acquired by the Australian Hydrographic Office cover most of the GBR reefs, with coverage gaps supplemented by satellite derived bathymetry. The Geoscience Australia-developed Intertidal Elevation Model DEM improves the source data gap along Australia’s vast intertidal zone. All source bathymetry data were extensively edited as point clouds to remove noise, given a consistent WGS84 horizontal datum, and where possible, an approximate MSL vertical datum.
DOI: 10.5281/zenodo.3628635
title: Preprocessed Python Code Corpus

description: A preprocessed code corpus for the Python programming language.<br> The corpus was used for the experiments in the paper Big Code != Big Vocabulary: Open-Vocabulary Models for Source Code.<br> It contains preprocessed-tokenized files for training, validation, testing, and BPE encoding learning.<br> The BPE segmented versions of the above files are also included for three different encoding sizes i,e., 2000, 5000, and 10000 BPE merge operations as well as the learned BPE encodings.<br> Similar versions are also contained for splitting compound identifiers on camelCase and snake_case as in (Allamanis et al., 2015) as well as the corresponding subtoken maps.
DOI: 10.5281/zenodo.3628752
title: Computer-aided solvent mixture design for the crystallisation and isolation of mefenamic acid

description: The files contain the MINLP formulations presented in this publication. The MINLP problems are implemented and solved in GAMS version 28.2.0, using SBB, a local branch-&-bound MINLP solver.
DOI: 10.5281/zenodo.3628753
title: Computer-aided solvent mixture design for the crystallisation and isolation of mefenamic acid

description: The files contain the MINLP formulations presented in this publication. The MINLP problems are implemented and solved in GAMS version 28.2.0, using SBB, a local branch-&-bound MINLP solver.
DOI: 10.5519/qd.v84s8jjt
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (74 records)
DOI: 10.6084/m9.figshare.11733354.v3
title: Simulated significant wave height (3-hourly, 1850.01-2014.12) from FIO-ESM v2.0 historical experiment r1i1p1f1

description: Simulated significant wave height (3-hourly, 1850.01-2014.12) from FIO-ESM v2.0 historical experiment r1i1p1f1, which is branch from Jan 1, 301 of piControl experiment. The grid, named gx1v6, is the displaced pole (the North Pole displaced to the Greenland) grid with 1.1 degree in longitude and 0.27-0.54 degree in latitude.
DOI: 10.7910/dvn/5ihkic/5mbwba
title: Impurity_diffusion_data.tab

description: DFT data on impurity diffusion in Mg-Al system
DOI: 10.7910/dvn/5ihkic/miqqxi
title: Self_diffusion_data.tab

description: DFT data on self diffusion in Mg-Al system