cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26208/3snv-s428
title: An efficient bi-Gaussian ensemble Kalman filter for satellite infrared radiance data assimilation

description: The introduction of infrared water vapor channel radiance ensemble data assimilation (DA) has improved numerical weather forecasting at operational centers. Further improvements might be possible through extending ensemble data assimilation methods to better assimilate infrared satellite radiances. Here, we will illustrate that ensemble statistics under clear-sky conditions are different from cloudy conditions. This difference suggests that extending the ensemble Kalman filter (EnKF) to handle bi-Gaussian prior distributions may yield better results than the standard EnKF. In this study, we propose a computationally efficient bi-Gaussian ensemble Kalman filter (BGEnKF) to handle bi-Gaussian prior distributions. As a proof-of-concept, we used the 40-variable Lorenz 1996 model as a proxy to examine the impacts of assimilating infrared radiances with the BGEnKF and EnKF. A nonlinear observation operator that constructs radiance-like bimodal ensemble statistics was used to generate and assimilate pseudo-radiances. Inflation was required for both methods to effectively assimilate pseudo-radiances. In both 800- and 20-member experiments, the BGEnKF generally outperformed the EnKF. The relative performance of the BGEnKF with respect to the EnKF improved when the observation spacing and time between DA cycles (cycling interval) were increased from small values. The relative performance then degraded when observation spacing and cycling interval become sufficiently large. The BGEnKF generated less noise than the EnKF, suggesting that the BGEnKF produces more balanced analysis states than the EnKF. This proof-of-concept study motivates future investigation into using the BGEnKF to assimilate infrared observations into high-order numerical weather models.
DOI: 10.17632/5sx796yf3h.1
title: Capacidades de Governança para a Transformação Digital: Diagnóstico nos Estados Brasileiros e no Distrito Federal

description: Esta base de dados é parte de uma pesquisa conduzida pelo Grupo de Trabalho Conjunto para a Transformação Digital nos Governos Estaduais e Distrital - GTD.Gov, organizado pelo Conselho Nacional dos Secretários de Administração - CONSAD e pela Associação Brasileira de Entidades Estaduais de Tecnologia da Informação - ABEP-TIC. Problema de Pesquisa e Objetivo A transformação digital se baseia em novas (diferentes, inovadoras, disruptivas) estratégias, que usam as TICs como meio. É necessário discutir, portanto, o que a TD representa para organizações públicas. Ela teria o mesmo significado que para organizações privadas? Uma organização pública que tem iniciativas de governo eletrônico já é uma organização que passou pelo processo de transformação? Assim o objetivo deste é estudo é realizar um Diagnóstico de amplitude nacional para identificar as capacidades para a Transformação Digital dos Governos dos Estados Brasileiros e no Distrito Federal Fundamentação Teórica Para este estudo a Transformação Digital no setor público envolve, em termos práticos, uma melhor prestação de serviços aos cidadãos, a redução da burocracia, a extirpação de controles desnecessários, o aumento da eficiência e assertividade dos serviços, iniciativas e processos (MERGEL et al. 2019). O papel das TICs nesse processo é contribuir para a agilidade das operações, da comunicação, na geração de insights para a toma de decisão, e para que as operações sejam mais rápidas, com menos etapas, com menos papel e assim, mais efetivas(Wiedenhoft, Luciano e Pereira, 2019). Referências Bibliográficas Cunha, M.A.V.C. da and Miranda, P.R. de M. 2013. O uso de TIC pelos governos: uma proposta de agenda de pesquisa a partir da produção acadêmica e da prática nacional. Organizações & Sociedade. (2013). DOI:https://doi.org/10.1590/s1984-92302013000300010. Eade, Deborah. Capacity-building: An approach to people-centred development. Oxfam, 1997. Hinings, B., Gegenhuber, T., & Greenwood, R. (2018). Digital innovation and transformation: An institutional perspective. Information and Organization. Juiz, C., Guerrero, C., & Lera, I. (2014). Implementing Good Governance Principles for the Public Sector Wiedenhöft, G.C., Luciano, E.M. & Pereira, G.V. Information Technology Governance Institutionalization and the Behavior of Individuals in the Context of Public Organizations. Inf Syst Front (2019). https://doi.org/10.1007/s10796-019-09945-7 Wiedenhoft, G. C., Luciano, E. M., & Magnagnagno, O. A. (2017). Information Technology Governance In Public Organizations: identifying mechanisms that meet its goals while respecting principles. JISTEM-Journal of Information Systems and Technology Management, 14(1), 69-87. .https:// 10.4301/S1807-17752017000100004
DOI: 10.17632/z9w7d7gw9n.1
title: The effect of single and combined exposure to UV-C and UV-A LEDs on the inactivation and subsequent reactivation of Escherichia coli and Klebsiella pneumoniae in water disinfection

description: Results of inactivation and repair of Escherichia coli and Klebsiella pneumoniae under individual and combined exposure to UV-A and UV-C LEDs.
DOI: 10.17632/xf5cvrkwps.2
title: "HERMES CO2" – a tool to assess carbon dioxide emissions during production, construction and use stages of asphalt pavements

description: "HERMES CO2" spreadsheet tool assesses the amount of carbon dioxide CO2 emissions generated during the life of an asphalt pavement considering production stage, construction stage and use stage. The Life Cycle Assessment (LCA) approach is implemented. “HERMES CO2” maximizes openness and transparency of the analysis and the interaction allowed with the user. Furthermore, "HERMES CO2" comprises inputs that are seldom touched in other tools by including use stage. The work is part of the “HERMES” international research project.
DOI: 10.17632/7kx38d9h2v.2
title: Application of 3D Reflectance Confocal Microscopy: Melanocytic Proliferations as 3D Models; JAAD Supplemental Material

description: Melanoma on chronically sun-damaged skin (MSDS) is challenging to detect. Reflectance confocal microscopy (RCM) increases diagnostic accuracy, but relies upon interpretation of 2D horizontal sections. Our objective was to determine whether existing technology could be used to create 3D models, which would expand on data available for discriminating skin biology. Supplemental Document: Expanded manuscript describing the background and process. Supplemental Figure 1. Object files. 3D Model from confocal image stack of a selected large atypical cell showing multiple dendrites extending from the body of the cell and nuclear abnormalities. The opacity of the cell body is reduced, such that the nucleus can be seen internally. The object can be rotated freely and examined from any angle using a 3D viewer. NOTE: In order to view the 3D object file interactively and with transparency using Windows 10 3D Viewer App, please unzip file containing the .mtl and .obj to the DESKTOP (not a network drive or server). Once both files are on the desktop, double clicking on the .obj file will allow the native 3D viewer to open the model. Supplemental Figure 2. 3D reconstruction of fields of melanoma cells sampled from confocal stacks. The left panel reveals marked pleomorphism while the right panel reveals a relatively uniform, although atypical, collection of cells. Scale bar is 50µm. Supplemental Figure 3. Volume rendering of a stack of confocal images of melanoma on sun-damaged skin viewed along the z axis. Most refractile melanocytic cells are located in the basal layer at approx. 38µm from stratum corneum (yellow arrow), while rare pagetoid cells are present higher in the epidermis (green arrow). This image also reveals marked flattening of the DEJ (orange bracket). Scale Bar is 50µm. Supplemental Figure 4. Movie (.AVI) of a 3D reconstruction of a confocal image stack examining the DEJ by showing the dermal papillae, the blood vessels inside the DP and an adjacent hair follicle.
DOI: 10.17632/w5n6y48x89.1
title: JAAD Online-Only Mendeley Supplement

description: Cutaneous Langerhans cell histiocytosis in adults: a retrospective cohort study of adult patients treated at the Dana-Farber Cancer Institute between 2003-2017
DOI: 10.5281/zenodo.4072294
title: Test Assets for ckanext-mongodatastore (Reinhart&Rogoff Experiment)

description: This is a collection of digital assets, that are required for the evaluation of the CKAN plugin 'ckanext-mongodatastore'. The assets are based on the data provided by the publication 'Does High Public Debt Consistently Stifle Economic Growth? A Critique of Reinhart and Rogoff'
DOI: 10.17632/xfrp5szbrf.1
title: SPICE analysis code

description: A set of codes which is written for MATLAB. This code can be used to reach the figures of the paper, submitted to AESCTE journal.
DOI: 10.17632/gwpnj5hph3.1
title: A retrospective cohort of 432 survivors of Coronavirus Disease-2019 (Covid-19) from China

description: A total of 432 survivors with laboratory-confirmed SARS CoV-2 infection participated in this study. At discharge, we assessed instrumental activities of daily living (IADL) with Lawton’s IADL scale, dependence in activities of daily living (ADL) with the Barthel Index, and anxiety with Zung’s self-reported anxiety scale. Exposures included comorbidity, smoking, setting (Hubei vs. others), disease severity, symptoms, and length of hospital stay. Other risk factors considered were age, gender, and ethnicity (Han vs. Tibetan).
DOI: 10.6084/m9.figshare.13058465
title: R0170_20170710a_videos

description: Rat 0170, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13058465.v1
title: R0170_20170710a_videos

description: Rat 0170, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13063997
title: Deviatoric stress raman and saxs of CASH and CSH

description: Prepared in support of a future publication, contact dwg /at/ berkeley dot edu for more information
DOI: 10.6084/m9.figshare.13064030
title: Wikidata items with PMCIDs – 2020-08-20

description: A simple tab-separated file, gzipped, listing Wikidata identifiers (Q numbers) with PubMed Central identifiers (PMCID). There are over six million Wikidata items with PMCIDs.
DOI: 10.6084/m9.figshare.13064030.v1
title: Wikidata items with PMCIDs – 2020-08-20

description: A simple tab-separated file, gzipped, listing Wikidata identifiers (Q numbers) with PubMed Central identifiers (PMCID). There are over six million Wikidata items with PMCIDs.
DOI: 10.6084/m9.figshare.13064063
title: Wikidata items with PubMed IDs – 2020-08-20

description: A simple tab-separated file, gzipped, listing Wikidata identifiers (Q numbers) with PubMed identifiers (PMID). There are over 31 million Wikidata items with PMIDs.
DOI: 10.6084/m9.figshare.13064063.v1
title: Wikidata items with PubMed IDs

description: A simple tab-separated file, gzipped, listing Wikidata identifiers (Q numbers) with PubMed identifiers (PMID). There are over 31 million Wikidata items with PMIDs.
DOI: 10.21227/gq8s-7t68
title: A multi-source heterogeneous data monitoring method based on latent subspace

description: A high level of monitoring is necessary for the safety and product quality of the electrical fused magnesia furnace (EFMF). In this paper, a monitoring method based on latent subspace for EFMF is proposed to fully mine the effective information of multi-source heterogeneous data in the process. By minimizing the distance of different types of data in the subspace, the corresponding projection matrix is obtained. Then the data is projected into the obtained subspace to estimate whether fault occurs.In summary, the main contributions of this paper are threefold. (1) Heterogeneous data is applied to monitoring EFMF, and information collaborative processing of different source data is realized through common latent subspace. (2) The statistics of the system space and the residual space are weighted and fused to reduce the false alarm rate without affecting the missing alarm rate. (3) An EFMF fault-grading scheme is proposed to enhance the practicability of the algorithm and reduce the workload of operators. The proposed method is applied to the data of the EFMF and compared with the traditional algorithm. The experimental results show that the method is effective.
DOI: 10.21227/rjh5-fm78
title: A multi-source heterogeneous data monitoring method based on latent subspace

description: A high level of monitoring is necessary for the safety and product quality of the electrical fused magnesia furnace (EFMF). In this paper, a monitoring method based on latent subspace for EFMF is proposed to fully mine the effective information of multi-source heterogeneous data in the process. By minimizing the distance of different types of data in the subspace, the corresponding projection matrix is obtained. Then the data is projected into the obtained subspace to estimate whether fault occurs.In summary, the main contributions of this paper are threefold. (1) Heterogeneous data is applied to monitoring EFMF, and information collaborative processing of different source data is realized through common latent subspace. (2) The statistics of the system space and the residual space are weighted and fused to reduce the false alarm rate without affecting the missing alarm rate. (3) An EFMF fault-grading scheme is proposed to enhance the practicability of the algorithm and reduce the workload of operators. The proposed method is applied to the data of the EFMF and compared with the traditional algorithm. The experimental results show that the method is effective.
DOI: 10.7303/syn22006660.2
title: ElevateMS Study - Relationship Between Baseline Physical Ability and Performance in Active Functional Tests
DOI: 10.6084/m9.figshare.12972353.v2
title: table_list_rn6.rds

description: 6mer profile of R.norvegicus<i> </i><i><br></i>
DOI: 10.5281/zenodo.4072334
title: Test Assets for ckanext-mongodatastore (Reinhart&Rogoff Experiment)

description: This is a collection of digital assets, that are required for the evaluation of the CKAN plugin 'ckanext-mongodatastore'. The assets are based on the data provided by the publication 'Does High Public Debt Consistently Stifle Economic Growth? A Critique of Reinhart and Rogoff'
DOI: 10.6084/m9.figshare.13061336
title: R0183_20170802a_videos

description: Rat 0183, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13061336.v1
title: R0183_20170802a_videos

description: Rat 0183, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.5281/zenodo.4072333
title: Expression-based polygenic score from the amygdala 5HTT gene network

description: This pipeline intends to facilitate the calculation of biologically informed polygenic scores from collected genomic data. This template can be adapted to create other expression-based polygenic risk scores. Data is 1) step by step description and 2) a list of genes that compose the gene network.
description: {"references": ["de Lima RMS, Barth B, Arcego DM, et al. Amygdala 5-HTT Gene Network Moderates the Effects of Postnatal Adversity on Attention Problems: Anatomo-Functional Correlation and Epigenetic Changes. Front Neurosci-Switz. 2020;14(198).", "Silveira PP, Pokhvisneva I, Parent C, et al. Cumulative prenatal exposure to adversity reveals associations with a broad range of neurodevelopmental outcomes that are moderated by a novel, biologically informed polygenetic score based on the serotonin transporter solute carrier family C6, member 4 (SLC6A4) gene expression. Dev Psychopathol. 2017;29(5):1601-1617.", "Miguel PM, Deniz BF, Deckmann I, et al. Prefrontal cortex dysfunction in hypoxic-ischaemic encephalopathy contributes to executive function impairments in rats: Potential contribution for attention-deficit/hyperactivity disorder. The world journal of biological psychiatry : the official journal of the World Federation of Societies of Biological Psychiatry. 2017:1-14.", "Mulligan MK, Mozhui K, Prins P, Williams RW. GeneNetwork: a toolbox for systems genetics. In: Systems Genetics. Springer; 2017:75-120.", "Miller JA, Ding S-L, Sunkin SM, et al. Transcriptional landscape of the prenatal human brain. Nature. 2014;508(7495):199-206.", "Hari Dass SA, McCracken K, Pokhvisneva I, et al. A biologically-informed polygenic score identifies endophenotypes and clinical conditions associated with the insulin receptor function on specific brain regions. EBioMedicine. 2019;42:188-202."]}
DOI: 10.5281/zenodo.4072340
title: A Survey on the Adoption of Patterns for Engineering Software for the Cloud - Response Dataset

description: This work takes as a starting point a collection of patterns for engineering software for the cloud and tries to find how they are regarded and adopted by professionals. We investigate (1) their relevance for professional software developers, (2) the extent to which product and company characteristics influence their adoption, and (3) how adopting some patterns might correlate with the likelihood of adopting others. For this purpose, we surveyed 102 practitioners using an online questionnaire. Amongst other findings, we conclude that most companies are using these patterns, with the overwhelming majority (97%) using at least one. We observe that the mean pattern adoption tends to increase as companies mature, namely when varying the product operation complexity, active monthly users, and company size. Finally, we establish clear correlations in the adoption of specific pairs of patterns, with conditional probabilities as high as 94%, which hints on how some practices are dependent or influence the adoption of others.
DOI: 10.17608/k6.auckland.12886745.v2
title: Untangling the genetic link between type 1 and type 2 diabetes using functional genomics

description: All datasets and supplementary information for this article.
DOI: 10.5517/ccdc.csd.cc23hpx7
title: CCDC 1951509: Experimental Crystal Structure Determination

description: Related Article: Melia Lacaze, Nathalie Saffon-Merceron, Fabien Silly, Jacques Bonvoisin|2021|J.Mol.Struct.|1223|129319|doi:10.1016/j.molstruc.2020.129319
DOI: 10.25573/data.10304303.v4
title: Monthly Rain_ACP_Horizontal.xlsx

description: Monthly summaries of the Panama Canal Authority meteorological monitoring program. These data were collected from approximately 50 stations located in the Panama Canal watershed. Information about station locations can be found in the metadata in the file.<br><br>This file has been formatted horizontally so that monthly and seasonal patterns can be easily analyzed.<br><br>Published with permission from the Panama Canal Authority.
DOI: 10.25573/data.10304306.v4
title: Monthly Rain_ACP_Vertical.xlsx

description: Monthly summaries of the Panama Canal Authority meteorological monitoring program. These data were collected from approximately 50 stations located in the Panama Canal watershed. Information about station locations can be found in the metadata in the file.<br><br>This file has been formatted vertically so that long-term trends can be easily analyzed.<br><br>Published with permission from the Panama Canal Authority.
DOI: 10.25345/c5mf5g
title: MassIVE MSV000086246 - GNPS - CMI - IPH - The Association Between Milk Feedings in the Preterm Population
title: Qiita ID 13241 - The Association Between Milk Feedings in the Preterm Population, the Microbiome and Risk of Atopic Disease: Microbiome, Atopic Disease, and Prematurity (MAP Study) - Data was acquired using a Bruker Maxis Impact and C18 RP-UHPLC. Positive polarity acquisition of LC-MS/MS.
DOI: 10.3886/e113622v1-45940
title: Replication data for: Race, Ethnicity, and Discriminatory Zoning

description: Zoning policies can have marked impacts on the spatial distribution of people and land use, yet there is little systematic evidence on their origin. Investigating the causes of these regulations is complicated by the fact that land use and zoning have been co-evolving for nearly a century. We employ a novel approach to overcome this challenge, studying the factors underpinning the introduction of comprehensive zoning in Chicago. We find evidence consistent with a precursor to exclusionary zoning as well as support for the hypothesis that industrial use zoning was disproportionately allocated to neighborhoods populated by ethnic and racial minorities.
DOI: 10.3886/e105700v1-45880
title: Replication Files - "In the Shadow of the Mushroom Cloud: Nuclear Testing, Radioactive Fallout and Damage to U.S. Agriculture, 1945 to 1970"

description: Included are replication files for the Journal of Economic History manuscript titled "In the Shadow of the Mushroom Cloud: Nuclear Testing, Radioactive Fallout and Damage to U.S. Agriculture, 1945 to 1970." This paper studies the adverse effects radioactive fallout from atmospheric nuclear testing had on crop yields and livestock populations in the United States.<br><br>The project was written in STATA as part of my dissertation and the data was gathered from a myriad of sources. Unzip the files to a directory and replication requires that only the working directory be changed in the .DO files.<br>
description: Smallest Geographic Unit: County
DOI: 10.3886/e115972v1-44820
title: National Neighborhood Data Archive (NaNDA): Retail Establishments by Census Tract, United States, 2006-2015

description: This dataset contains measures of the number and per capita density of select types of retail establishment – such as grocery stores, hardware stores, clothing stores, and thrift stores – per United States census tract from 2006 through 2015. Establishment data was taken from the National Establishment Time Series (NETS) database which classifies establishments by North American Industry Classification System (NAICS) code and provides detailed address history. <br>
description: Retail establishments in all census tracts in the United States, excluding US island territories. Smallest Geographic Unit: census tract
DOI: 10.3886/e120763v1
title: Data and code for: The Dollar, Bank Leverage, and Real Economic Activity: An Evolving Relationship

description: The interest in how financial conditions affect real economic activity has grown since the great financial crisis (GFC), not least because some of the mechanisms at play in the financial sector may have changed. We shed light on this issue by examining the empirical relationship between global Purchasing Managers' Indices, world trade, and indicators of global financial conditions, with a special focus on the broad dollar index. We show that the influence of the dollar on real economic activity and global trade seems to have increased since the GFC, while that of the VIX has decreased.