cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5500338
title: Wind speed and power potential for Switzerland

description: When using the provided data, please cite the following article: Amato, F., Guignard, F., Walch, A., Mohajeri, N., Scartezzini, J. L., & Kanevski, M. (2021). Spatio-temporal estimation of wind speed and wind power using machine learning: predictions, uncertainty and technical potential. arXiv preprint arXiv:2108.00859. <strong>Summary: </strong> This dataset contains an estimation of the average yearly wind speed and of the wind power potential for Switzerland, at a spatial resolution of 250 x 250 meters and over the period from 2008 to 2017. Wind speed data are obtained by modelling data collected at an hourly frequency on a set of up to 208 monitoring stations over the country. The data are then interpolated using a spatio-temporal machine learning model, allowing the estimation of wind speed and its uncertainty at unsampled locations. Then, the modelled spatio-temporal wind speed field is used to estimate the wind power. This is computed based on the characteristic parameters of an Enercon E-101 wind turbine at 100 meters hub height. The latter indicates the distance from the turbine platform to the rotor of an installed wind turbine, showing how high the turbine stands above the ground without considering the length of the turbine blades. The hourly estimations of wind speed are then averaged over each of the ten years studied, for each 250 x 250 spatial location, while wind power data are summed over each year for each spatial unit. Advantages and limitations of the proposed method are discussed in Amato et al. (2021). <strong>Data description: </strong> The hourly estimation of wind speed and power for Switzerland from 2008 to 2017 are available under request. Here we share the annual values. For both wind speed and power, the data are available over 660697 spatial units of 250 x 250 meters each, covering the entire Swiss territory. Check details in the file Data_description.pdf. Data are provided in the pickle format, see https://docs.python.org/3/library/pickle.html#module-pickle.
description: {"references": ["Amato, F., Guignard, F., Walch, A., Mohajeri, N., Scartezzini, J. L., & Kanevski, M. (2021). Spatio-temporal estimation of wind speed and wind power using machine learning: predictions, uncertainty and technical potential. arXiv preprint arXiv:2108.00859."]}
DOI: 10.5281/zenodo.5500337
title: Wind speed and power potential for Switzerland

description: When using the provided data, please cite the following article: Amato, F., Guignard, F., Walch, A., Mohajeri, N., Scartezzini, J. L., & Kanevski, M. (2021). Spatio-temporal estimation of wind speed and wind power using machine learning: predictions, uncertainty and technical potential. arXiv preprint arXiv:2108.00859. <strong>Summary: </strong> This dataset contains an estimation of the average yearly wind speed and of the wind power potential for Switzerland, at a spatial resolution of 250 x 250 meters and over the period from 2008 to 2017. Wind speed data are obtained by modelling data collected at an hourly frequency on a set of up to 208 monitoring stations over the country. The data are then interpolated using a spatio-temporal machine learning model, allowing the estimation of wind speed and its uncertainty at unsampled locations. Then, the modelled spatio-temporal wind speed field is used to estimate the wind power. This is computed based on the characteristic parameters of an Enercon E-101 wind turbine at 100 meters hub height. The latter indicates the distance from the turbine platform to the rotor of an installed wind turbine, showing how high the turbine stands above the ground without considering the length of the turbine blades. The hourly estimations of wind speed are then averaged over each of the ten years studied, for each 250 x 250 spatial location, while wind power data are summed over each year for each spatial unit. Advantages and limitations of the proposed method are discussed in Amato et al. (2021). <strong>Data description: </strong> The hourly estimation of wind speed and power for Switzerland from 2008 to 2017 are available under request. Here we share the annual values. For both wind speed and power, the data are available over 660697 spatial units of 250 x 250 meters each, covering the entire Swiss territory. Check details in the file Data_description.pdf. Data are provided in the pickle format, see https://docs.python.org/3/library/pickle.html#module-pickle.
description: {"references": ["Amato, F., Guignard, F., Walch, A., Mohajeri, N., Scartezzini, J. L., & Kanevski, M. (2021). Spatio-temporal estimation of wind speed and wind power using machine learning: predictions, uncertainty and technical potential. arXiv preprint arXiv:2108.00859."]}
DOI: 10.6084/m9.figshare.16602110
title: data.xlsx

description: Data on enhancement of magnetic properties by grain boundary diffusioncollected for machine learning task
DOI: 10.6084/m9.figshare.16602110.v1
title: data.xlsx

description: Data on enhancement of magnetic properties by grain boundary diffusioncollected for machine learning task
DOI: 10.6084/m9.figshare.15043236
title: Esquema espacial de análisis Subcuencas y Regiones Shapefiles

description: Delimitación de las Unidades Hidrográficas del Perú por Subcuencas, y Regiones de Análisis (AAA)
DOI: 10.6084/m9.figshare.16587158
title: The Ebola virus soluble glycoprotein contributes to viral pathogenesis by activating the MAP kinase signaling pathway

description: Data set use to generate the figures in the manuscript "The Ebola virus soluble glycoprotein contributes to viral pathogenesis by activating the MAP kinase signaling pathway" by Furuyama and colleagues, Plos Pathogens 2021.
DOI: 10.6084/m9.figshare.16587158.v1
title: The Ebola virus soluble glycoprotein contributes to viral pathogenesis by activating the MAP kinase signaling pathway

description: Data set use to generate the figures in the manuscript "The Ebola virus soluble glycoprotein contributes to viral pathogenesis by activating the MAP kinase signaling pathway" by Furuyama and colleagues, Plos Pathogens 2021.
DOI: 10.5517/ccdc.csd.cc27fnkx
title: CCDC 2068709: Experimental Crystal Structure Determination

description: Related Article: Ameni Brahmia, Linda Bejaoui, Jan Rolicek, RachedBen Hassen, Goncagül Serdaroğlu, Savaş Kaya|2021|J.Mol.Struct.|1248|131313|doi:10.1016/j.molstruc.2021.131313
DOI: 10.5517/ccdc.csd.cc280qcd
title: CCDC 2086063: Experimental Crystal Structure Determination

description: Related Article: Ricardo Molina Betancourt, Phannarath Phansavath, Virginie Ratovelomanana-Vidal|2021|J.Org.Chem.|86|12054|doi:10.1021/acs.joc.1c01415
DOI: 10.6084/m9.figshare.4729723
title: Comparison of different strategies for using fossil calibrations to generate the time prior in Bayesian molecular clock dating

description: The archive contains the datasets used in Barba-Montoya et al. 2017. Comparison of different strategies for using fossil calibrations to generate the time prior in Bayesian molecular clock dating. Molecular Phylogenetics and Evolution.
DOI: 10.6084/m9.figshare.4729723.v1
title: Comparison of different strategies for using fossil calibrations to generate the time prior in Bayesian molecular clock dating

description: The archive contains the datasets used in Barba-Montoya et al. 2017. Comparison of different strategies for using fossil calibrations to generate the time prior in Bayesian molecular clock dating. Molecular Phylogenetics and Evolution.
DOI: 10.25573/data.16598810
title: Long-term (1979-2019) dynamics of orchid bees in Panama

description: Live sighting of Euglossini at baits in Pipeline Road, Panama, 1979-2018<br>Trapping (cineole baits) of Euglossini on Barro Colorado Island, Panama, 2009-2019
DOI: 10.25573/data.16598810.v1
title: Long-term (1979-2019) dynamics of orchid bees in Panama

description: Live sighting of Euglossini at baits in Pipeline Road, Panama, 1979-2018<br>Trapping (cineole baits) of Euglossini on Barro Colorado Island, Panama, 2009-2019
DOI: 10.5281/zenodo.5498072
title: Amazon cell phone reviews (MT multilingual)

description: English, Greek and Italian machine translated cell phone reviews
DOI: 10.5281/zenodo.5498071
title: Amazon cell phone reviews (MT multilingual)

description: English, Greek and Italian machine translated cell phone reviews
DOI: 10.6084/m9.figshare.16602218
title: panic2019

description: GWAS summary statistics from the Psychiatric Genomics Consortium (PGC)<br>
DOI: 10.5281/zenodo.4916312
title: CD163 peripheral inflammatory response in stroke

description: This dataset comprises the findings obtained in the study aimed at delineating the innate immune response in ischemic stroke patients. The attention was focused on circulating monocyte subtypes, in relationship to their relevance both in the pathogenesis and as putative therapeutic targets. In particular, we achieved in healthy control subjects and ischemic patients at 24 and 48 hours after stroke the following evaluations: 1)<em>CD163 and CD80 Expression in Peripheral Blood Monocytes (CD14++and CD16+) </em>expressed as percentage of total acquired events by cytofluorimetric analysis. 2)<em>Cytokines (TNF-alpha, IL-1beta, IL-4 and IL-10) Gene Expression in total Monocytes</em> were assayed by rt-PCR. All samples were assayed in triplicate and gene expression levels were calculated according to 2−∆∆Ct = 2− (∆Ct gene − ∆Ct housekeeping gene) formula by using Ct (cycle threshold) values. 3)<em>Correlation between the Percentage of CD163+/CD16+ Events and Stroke Severity at admission.</em>
description: Funding: Ricerca Corrente 2017-2019, Ministry of Health (Italy)
DOI: 10.5281/zenodo.4916311
title: CD163 peripheral inflammatory response in stroke

description: This dataset comprises the findings obtained in the study aimed at delineating the innate immune response in ischemic stroke patients. The attention was focused on circulating monocyte subtypes, in relationship to their relevance both in the pathogenesis and as putative therapeutic targets. In particular, we achieved in healthy control subjects and ischemic patients at 24 and 48 hours after stroke the following evaluations: 1)<em>CD163 and CD80 Expression in Peripheral Blood Monocytes (CD14++and CD16+) </em>expressed as percentage of total acquired events by cytofluorimetric analysis. 2)<em>Cytokines (TNF-alpha, IL-1beta, IL-4 and IL-10) Gene Expression in total Monocytes</em> were assayed by rt-PCR. All samples were assayed in triplicate and gene expression levels were calculated according to 2−∆∆Ct = 2− (∆Ct gene − ∆Ct housekeeping gene) formula by using Ct (cycle threshold) values. 3)<em>Correlation between the Percentage of CD163+/CD16+ Events and Stroke Severity at admission.</em>
description: Funding: Ricerca Corrente 2017-2019, Ministry of Health (Italy)
DOI: 10.5522/04/14743347
title: Fiction and Nonfiction print exposure, Narrative Transportation, Critical Thinking Disposition, and Epistemological Orientation, questionnaire responses

description: This is data from the study: An Investigation into the Relationship Between Fiction and Nonfiction Reading Exposure, and Factors of Critical Thinking.<br>This study was conducted as part of PhD research entitled: "The influence of reading fiction upon critical thinking".<br>This study was pre-registered:Hollis, H. (2019, February 21). An investigation into the effects of fiction reading on critical thinking. Retrieved from osf.io/97pmj<br><br>The data includes:Raw data: participant responses to each scale item.Final data: the scored version, aggregating answers from each scale item into complete scores for each scale.<br>Data is csv format, with txt ReadMe files that explain each variable.
DOI: 10.5522/04/14743347.v1
title: Fiction and Nonfiction print exposure, Narrative Transportation, Critical Thinking Disposition, and Epistemological Orientation, questionnaire responses

description: This is data from the study: An Investigation into the Relationship Between Fiction and Nonfiction Reading Exposure, and Factors of Critical Thinking.<br>This study was conducted as part of PhD research entitled: "The influence of reading fiction upon critical thinking".<br>This study was pre-registered:Hollis, H. (2019, February 21). An investigation into the effects of fiction reading on critical thinking. Retrieved from osf.io/97pmj<br><br>The data includes:Raw data: participant responses to each scale item.Final data: the scored version, aggregating answers from each scale item into complete scores for each scale.<br>Data is csv format, with txt ReadMe files that explain each variable.
DOI: 10.5281/zenodo.5500223
title: DUPS: Diachronic Usage Pair Similarity

description: The DUPS (Diachronic Usage Pair Similarity) dataset contains similarity judgements of English word usage pairs from different time periods, as described in the paper below. The WUG version of the DUPS dataset (version 2.0.0) contains diachronic Word Usage Graphs constructed from the similarity judgements of English word usage pairs contained in DUPS. In a word usage graph, the usages of a word are represented as nodes connected by edges weighted according to (human-annotated) semantic proximity. A description of the data format as well as the code used to generate the graphs from DUPS can be found at https://www.ims.uni-stuttgart.de/data/wugs. Both versions of the DUPS dataset can be downloaded from the Files section of this web page. Please cite this paper if you use any version of the dataset in your work: Mario Giulianelli, Marco Del Tredici, and Raquel Fernández. 2020. Analysing Lexical Semantic Change with Contextualised Word Representations. In <em>Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL-2020)</em>. Association for Computational Linguistics.
DOI: 10.15468/nreh2u
title: Vaccinium motuoense (Ericaceae), a new species from Xizang, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Tong, Yi-Hua, Zhao, Wang-Lin, Wang, Bing-Mou, Liu, En-De, Cai, Jie, Guo, Yong-Jie (2021): Vaccinium motuoense (Ericaceae), a new species from Xizang, China. PhytoKeys 181: 105-111, DOI: http://dx.doi.org/10.3897/phytokeys.181.71522, URL: http://dx.doi.org/10.3897/phytokeys.181.71522
DOI: 10.15468/sa8wme
title: Scenopinus jerei, a new species of window fly (Diptera, Scenopinidae) from Finland

description: This dataset contains the digitized treatments in Plazi based on the original journal article Pohjoismaeki, Jaakko, Haarto, Antti (2021): Scenopinus jerei, a new species of window fly (Diptera, Scenopinidae) from Finland. ZooKeys 1059: 135-156, DOI: http://dx.doi.org/10.3897/zookeys.1059.70085, URL: http://dx.doi.org/10.3897/zookeys.1059.70085
DOI: 10.5281/zenodo.5109456
title: 0713_CoRe_CognitiveRehab_SB_02

description: Dataset refers to a Randomized Controlled Trial aimed to evaluate the effectiveness of a computer-based cognitive training (CCT) in patients with Parkinson's disease and mild cognitive impairment (PD-MCI). The dataset contains cognitive performances in neuropsychological tests (raw scores) at baseline (T0) and post-intervention (T1) in CCT and two control groups (traditional paper-and-pencil cognitive training (PCT) and an unstructured activity intervention (CG)). Data highlights that the patients receiving CCT showed significant medium/large effect size improvements in many cognitive domains.
description: Funding: Ricerca Corrente 2017-2019, Ministry of Health (italy)
DOI: 10.5281/zenodo.5109455
title: 0713_CoRe_CognitiveRehab_SB_02

description: Dataset refers to a Randomized Controlled Trial aimed to evaluate the effectiveness of a computer-based cognitive training (CCT) in patients with Parkinson's disease and mild cognitive impairment (PD-MCI). The dataset contains cognitive performances in neuropsychological tests (raw scores) at baseline (T0) and post-intervention (T1) in CCT and two control groups (traditional paper-and-pencil cognitive training (PCT) and an unstructured activity intervention (CG)). Data highlights that the patients receiving CCT showed significant medium/large effect size improvements in many cognitive domains.
description: Funding: Ricerca Corrente 2017-2019, Ministry of Health (italy)
DOI: 10.5281/zenodo.5500420
title: Images processing FAPbI3 films

description: Dataset of processed microscope optical images and abs spectra for FAPbI3 films
DOI: 10.5281/zenodo.5500419
title: Images processing FAPbI3 films

description: Dataset of processed microscope optical images and abs spectra for FAPbI3 films
DOI: 10.15139/s3/wleyzt
title: Replication Data for: Labor Unions and Voter Turnout in the American States Direct versus Indirect Mobilization

description: This study examines the relationship between labor unions and voter turnout in the American states. Though it is well known that labor unions increase turnout directly (the individual-level), we know less about their indirect effects. Moreover, the indirect effects may consist of both nonmember mobilization (the individual-level) and aggregate strength (the state-level). To examine the direct and indirect mechanisms, I analyze both state-level panel data and individual-level data with a multilevel approach in this study. First, my panel analysis shows that labor unions are positively associated with turnout as expected. Yet, the association is observed only in midterm elections, but not in presidential elections. Second, more importantly, my individual-level analysis suggests that indirect nonmember mobilization and indirect aggregate strength of labor unions are positively related to turnout, while direct member mobilization is not. The findings imply that the direct effects of labor unions are limited and, thus, that decreasing levels of voter turnout due to recently declining union membership come primarily from indirect mobilization rather than direct mobilization.
DOI: 10.5281/zenodo.5500445
title: Aligned DNA sequence matrix for phylogenetic analyses in the article "Our unknown neighbor: a new species of rain frog of the genus Pristimantis (Amphibia: Anura: Strabomantidae) from the city of Loja, southern Ecuador"

description: The aligned matrix is in fasta format. Genes are arranged as follows: 12S = 1–909 16S = 910–1787 RAG-1 = 1788–2399
DOI: 10.5281/zenodo.5500444
title: Aligned DNA sequence matrix for phylogenetic analyses in the article "Our unknown neighbor: a new species of rain frog of the genus Pristimantis (Amphibia: Anura: Strabomantidae) from the city of Loja, southern Ecuador"

description: The aligned matrix is in fasta format. Genes are arranged as follows: 12S = 1–909 16S = 910–1787 RAG-1 = 1788–2399
DOI: 10.6084/m9.figshare.16602323
title: Test dataset

description: Test dataset of confocal image stacks. <br>Image format: .tif<br>Image names: TS1-00h, TS1-24h, TS1-32h, TS1-72h, TS1-120h, TS1-132h, <br>TS2-26h, TS2-44h, TS2-56h, TS2-69h <br><br>Data obtained from: <br> Refahi, Y., Zardilis, A., Michelin, G., Wightman, R., Leggio, B., Legrand, J., Faure, E., et al. (2021). A multiscale analysis of early flower development in Arabidopsis provides an integrated view of molecular regulation and growth control.. Developmental cell, 56 (4), 540-556.e8. https://doi.org/10.1016/j.devcel.2021.01.019
DOI: 10.6084/m9.figshare.16602323.v1
title: Test dataset

description: Test dataset of confocal image stacks. <br>Image format: .tif<br>Image names: TS1-00h, TS1-24h, TS1-32h, TS1-72h, TS1-120h, TS1-132h, <br>TS2-26h, TS2-44h, TS2-56h, TS2-69h <br><br>Data obtained from: <br> Refahi, Y., Zardilis, A., Michelin, G., Wightman, R., Leggio, B., Legrand, J., Faure, E., et al. (2021). A multiscale analysis of early flower development in Arabidopsis provides an integrated view of molecular regulation and growth control.. Developmental cell, 56 (4), 540-556.e8. https://doi.org/10.1016/j.devcel.2021.01.019
DOI: 10.6084/m9.figshare.15130857.v1
title: Near-real-time MODIS-derived vegetation index data products and online services for CONUS based on LANCE

description: This is a Near-Real-Time (NRT) Vegetation Index (VI) data set for the Conterminous United States (CONUS) based on MODIS data from Land, Atmosphere Near-real-time Capability for EOS (LANCE), an openly accessible NASA near-real-time EO data repository. The data set includes a variety of commonly used VIs including Normalized Difference Vegetation Index (NDVI), Vegetation Condition Index (VCI), Mean-referenced Vegetation Condition Index (MVCI), Ratio to Median Vegetation Condition Index (RMVCI), and Ratio to Previous-year Vegetation Condition Index (RVCI). LANCE enables the NRT monitoring of U.S. cropland vegetation conditions within 24 hours of observation. Meanwhile, this continuous data set with more than 20 years of vegetation condition observation would be suitable for time series analysis and change detection in many research fields such as agriculture, remote sensing, geographical information science and systems, environmental modeling, and Earth system science.<br>The complete set of VI data products is distributed via Web Map Service (WMS) and Web Coverage Service (WCS) as well as free to access through VegScape (https://nassgeodata.gmu.edu/VegScape/).
DOI: 10.5281/zenodo.5141916
title: 21-08-09_momcope_slc6a4_db

description: This database includes the raw data linked with the paper “Hidden pandemic: COVID‐19‐related stress, <em>SLC6A4 </em>methylation, and infants’ temperament at 3 months”, published on Scientific Reports, doi: <em>https://doi.org/10.1038/s41598-021-95053-z</em><em>. </em>This publication is part of the longitudinal and multi-centric “Measuring the outcomes of maternal COVID-19-related prenatal exposure (MOM-COPE)” research project. In this paper we report on (1) the effects of COVID-19-related prenatal stress on maternal and infants’ <em>SLC6A4 </em>methylation and (2) the association between infants’ <em>SLC6A4 </em>methylation and temperament assessed at 3 months of age. <strong>Procedures</strong> Maternal pandemic-related prenatal stress was assessed through the ad-hoc questionnaire attached (file name: 21-08-09_momcope_slc6a4_adhoc.pdf). Infant’s temperament at three months was assessed using the short form version of the Infant Behaviour Questionnaire-Revised, IBQ-R (Gartstein & Rothbart, 2003). The methylation status of the SLC6A4 gene’s region (chr17:28562750–28562958, 13 CpGs) was assessed by PCR amplification of bisulfite-treated DNA followed by Next Generation Sequencing. <strong>Analytical plan</strong> Bivariate Pearson’s correlation coefficients were computed to assess the association among COVID-19-related prenatal stress and both infants and mothers’ methylation status of <em>SLC6A4 </em>CpG sites. A principal component analysis (PCA) was used to reduce the number of methylation items. Linear general models were used to estimate: (1) the association between COVID-19-related prenatal stress and infants <em>SLC6A4 </em>PC1 methylation; and (2) the association between infants <em>SLC6A4 </em>PC1 methylation and 3-month surgency score. <strong>Findings in brief</strong> The findings are reported in full in the related paper (https://doi.org/10.1038/s41598-021-95053-z) and they revealed that greater COVID‐19‐related prenatal stress was significantly associated with higher infants’ SLC6A4 methylation in seven CpG sites. SLC6A4 methylation at these sites predicted infants’ surgency at 3 months.
description: Funding: Ministry of Health (5 x 1000, 2017); Roche Foundation for the independent research 2020