cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14724684
title: Genome-wide reconstruction of rediploidization following autopolyploidization across one hundred million years of salmonid evolution

description: AORe_concatenated_alignments - all AORe alignments used for MCMCtree<br>Supplementary_data_description.txt - description of supplementary datasets 1-20<br>Supplementary Data 1-20: Excel datasheets<br><br>dnds_alignments_trees.zip - all alignments and trees used in dn/ds analysis<br><br>aore_alignments_trees.zip - Supplementary data 7 : alignments and trees from AORe region<br><br>SSR_alignments_trees.zip - Supplementary data 7 : alignments and trees from SSR region<br><br>SSR_concatenated_alignments.zip - all SSR alignments used for MCMCtree<br><br>
DOI: 10.5281/zenodo.5510506
title: Recursos Educacionais Abertos para o Ensino e Aprendizado de Programação no Brasil: Primeiros Referenciais (dados)

description: Dados do artigo "Recursos Educacionais Abertos para o Ensino e Aprendizado de Programação no Brasil: Primeiros Referenciais". Os códigos usados estão disponibilizados no repositório do GitHub acessado por este link: Repositório de Código. <strong>Agradecimentos: </strong>Este estudo foi parcialmente financiado pela Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Código Financeiro 001 e pela Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP 2018/26636-2).
DOI: 10.5281/zenodo.5510505
title: Recursos Educacionais Abertos para o Ensino e Aprendizado de Programação no Brasil: Primeiros Referenciais (dados)

description: Dados do artigo "Recursos Educacionais Abertos para o Ensino e Aprendizado de Programação no Brasil: Primeiros Referenciais". Os códigos usados estão disponibilizados no repositório do GitHub acessado por este link: Repositório de Código. <strong>Agradecimentos: </strong>Este estudo foi parcialmente financiado pela Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Código Financeiro 001 e pela Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP 2018/26636-2).
DOI: 10.17028/rd.lboro.16774930
title: Supplementary information files for: Validity of Born-Markov master equations for single- and two-qubit systems

description: Supplementary files for article: Validity of Born-Markov master equations for single- and two-qubit systems.The urgent need for reliable simulation tools to match the extreme accuracy needed to control tailored quantum devices highlights the importance of understanding open quantum systems and their modeling. To this end, we compare here the commonly used Redfield and Lindblad master equations against numerically exact results in the case of one and two resonant qubits transversely coupled at a single point to a Drude-cut ohmic bath. All the relevant parameters are varied over a broad range, which allows us to give detailed predictions about the validity and physically meaningful applicability of the weak-coupling approaches. We characterize the accuracy of the approximate approaches by comparing the maximum difference of their system evolution superoperators with numerically exact results. After optimizing the parameters of the approximate models to minimize the difference, we also explore if and to what extent the weak-coupling equations can be applied at least as phenomenological models. Optimization may lead to an accurate reproduction of experimental data, but yet our results are important to estimate the reliability of the extracted parameter values such as the bath temperature. Our findings set general guidelines for the range of validity of the usual Born-Markov master equations and indicate that they fail to accurately describe the physics in a surprisingly broad range of parameters, in particular, at low temperatures. Since quantum-technological devices operate there, their accurate modeling calls for a careful choice of methods.<br>
DOI: 10.17028/rd.lboro.16774930.v1
title: Supplementary information files for: Validity of Born-Markov master equations for single- and two-qubit systems

description: Supplementary files for article: Validity of Born-Markov master equations for single- and two-qubit systems.The urgent need for reliable simulation tools to match the extreme accuracy needed to control tailored quantum devices highlights the importance of understanding open quantum systems and their modeling. To this end, we compare here the commonly used Redfield and Lindblad master equations against numerically exact results in the case of one and two resonant qubits transversely coupled at a single point to a Drude-cut ohmic bath. All the relevant parameters are varied over a broad range, which allows us to give detailed predictions about the validity and physically meaningful applicability of the weak-coupling approaches. We characterize the accuracy of the approximate approaches by comparing the maximum difference of their system evolution superoperators with numerically exact results. After optimizing the parameters of the approximate models to minimize the difference, we also explore if and to what extent the weak-coupling equations can be applied at least as phenomenological models. Optimization may lead to an accurate reproduction of experimental data, but yet our results are important to estimate the reliability of the extracted parameter values such as the bath temperature. Our findings set general guidelines for the range of validity of the usual Born-Markov master equations and indicate that they fail to accurately describe the physics in a surprisingly broad range of parameters, in particular, at low temperatures. Since quantum-technological devices operate there, their accurate modeling calls for a careful choice of methods.<br>
DOI: 10.34740/kaggle/dsv/2687927
title: COVID Vaccination in World (updated daily)
DOI: 10.17028/rd.lboro.16771765
title: Supplementary information files for: Self-assembly in soft matter with multiple length scales

description: Supplementary files for article: Self-assembly in soft matter with multiple length scales.Spontaneous self-assembly in molecular systems is a fundamental route to both biological and engineered soft matter. Simple micellization, emulsion formation, and polymer mixing are well understood. However, the principles behind emergence of structures with competing length scales in soft matter systems remain unknown. Examples include droplet-inside-droplet assembly in many biomacromolecular systems undergoing liquid-liquid phase separation, analogous multiple emulsion formation in oil-surfactant-water formulations, and polymer core-shell particles with internal structure. We develop here a microscopic theoretical model based on effective interactions between the constituents of a soft matter system to explain self-organization both at single and multiple length scales. The model identifies how spatial ordering at multiple length scales emerges due to competing interactions between the system components, e.g., molecules of different sizes and different chemical properties. As an example of single and multiple length scale assembly, we map out a generic phase diagram for a solution with two solute species differing in their mutual and solvent interactions. We further connect the phase diagram to a molecular system via molecular simulations of a block-copolymer system that has a transition from regular single-core polymer particles to multicore aggregates that exhibit multiple structural length scales. The findings provide guidelines to understanding the length scales rising spontaneously in biological self-assembly but also open venues to the development and engineering of biomolecular and polymeric functional materials and pharmaceutical formulations.<br>
DOI: 10.17028/rd.lboro.16771765.v1
title: Supplementary information files for: Self-assembly in soft matter with multiple length scales

description: Supplementary files for article: Self-assembly in soft matter with multiple length scales.Spontaneous self-assembly in molecular systems is a fundamental route to both biological and engineered soft matter. Simple micellization, emulsion formation, and polymer mixing are well understood. However, the principles behind emergence of structures with competing length scales in soft matter systems remain unknown. Examples include droplet-inside-droplet assembly in many biomacromolecular systems undergoing liquid-liquid phase separation, analogous multiple emulsion formation in oil-surfactant-water formulations, and polymer core-shell particles with internal structure. We develop here a microscopic theoretical model based on effective interactions between the constituents of a soft matter system to explain self-organization both at single and multiple length scales. The model identifies how spatial ordering at multiple length scales emerges due to competing interactions between the system components, e.g., molecules of different sizes and different chemical properties. As an example of single and multiple length scale assembly, we map out a generic phase diagram for a solution with two solute species differing in their mutual and solvent interactions. We further connect the phase diagram to a molecular system via molecular simulations of a block-copolymer system that has a transition from regular single-core polymer particles to multicore aggregates that exhibit multiple structural length scales. The findings provide guidelines to understanding the length scales rising spontaneously in biological self-assembly but also open venues to the development and engineering of biomolecular and polymeric functional materials and pharmaceutical formulations.<br>
DOI: 10.5066/p9gx2ty7
title: Pre-computed mean maximum 30-minute 2-year precipitation rasters from the 43 available conterminous states, for use in the StreamStats Fire-Hydrology application 2021

description: The U.S. Geological Survey (USGS) computed rasters of pre-solved values for the watersheds draining to the pixel delineation point representing the watershed's mean maximum 30-minute precipitation occurring on average once in 2 years from NOAA Atlas 14. These values will be served in the National StreamStats Fire-Hydrology application to describe delineated watersheds ( https://streamstats.usgs.gov/ ). The StreamStats application provides access to spatial analysis tools that are useful for water-resources planning and management, and for engineering and design purposes. The map-based user interface can be used to delineate drainage areas, to retrieve basin characteristics, to estimate flow statistics, and more.
DOI: 10.5281/zenodo.5557026
title: Crowdsourced air traffic data from The OpenSky Network 2020 [CC-BY]

description: <strong>Motivation</strong> The data in this dataset is derived and cleaned from the full OpenSky dataset to illustrate the development of air traffic during the COVID-19 pandemic. It spans all flights seen by the network's more than 2500 members since 1 January 2019. More data will be periodically included in the dataset until the end of the COVID-19 pandemic. <strong>License</strong> Creative Commons CC-BY The only difference with the original dataset comes from anonymised aircraft information. <strong>Disclaimer</strong> The data provided in the files is provided as is. Despite our best efforts at filtering out potential issues, some information could be erroneous. Origin and destination airports are computed online based on the ADS-B trajectories on approach/takeoff: no crosschecking with external sources of data has been conducted.<br> Fields <strong>origin</strong> or <strong>destination</strong> are empty when no airport could be found. Aircraft information come from the OpenSky aircraft database. Fields <strong>typecode</strong> and <strong>registration</strong> are empty when the aircraft is not present in the database. <strong>Description of the dataset</strong> One file per month is provided as a csv file with the following features: <strong>callsign</strong>: the identifier of the flight displayed on ATC screens (usually the first three letters are reserved for an airline: AFR for Air France, DLH for Lufthansa, etc.) <strong>number</strong>: the commercial number of the flight, when available (the matching with the callsign comes from public open API) <strong>aircraft_uid</strong>: a unique anonymised identifier for aircraft; <strong>typecode</strong>: the aircraft model type (when available); <strong>origin</strong>: a four letter code for the origin airport of the flight (when available); <strong>destination</strong>: a four letter code for the destination airport of the flight (when available); <strong>firstseen</strong>: the UTC timestamp of the first message received by the OpenSky Network; <strong>lastseen</strong>: the UTC timestamp of the last message received by the OpenSky Network; <strong>day</strong>: the UTC day of the last message received by the OpenSky Network; <strong>latitude_1</strong>, <strong>longitude_1</strong>, <strong>altitude_1</strong>: the first detected position of the aircraft; <strong>latitude_2</strong>, <strong>longitude_2</strong>, <strong>altitude_2</strong>: the last detected position of the aircraft. <strong>Examples</strong> Possible visualisations and a more detailed description of the data are available at the following page:<br> &lt;https://traffic-viz.github.io/scenarios/covid19.html&gt; <strong>Credit</strong> Martin Strohmeier, Xavier Olive, Jannis Lübbe, Matthias Schäfer, and Vincent Lenders<br> <strong>"</strong>Crowdsourced air traffic data from the OpenSky Network 2019–2020<strong>"</strong><br> <em>Earth System Science Data</em> 13(2), 2021<br> https://doi.org/10.5194/essd-13-357-2021
DOI: 10.5066/p9ytixse
title: Red Lionfish DNA data collected from Florida, USA and around the invasive distribution from 2007 to 2016

description: Red lionfish (Pterois volitans) have become a successful invasive predator across the Northwestern Atlantic, Caribbean, and Gulf of Mexico (GoM). Previous investigations have identified the southeast coast of Florida as the original site of introduction, but no region-wide genetic study has directly addressed the question of introduction location(s). This dataset includes previously unpublished red lionfish samples (n = 237) from six locations: The Bahamas, Florida Keys, Northwest Florida, North Carolina, Panama, and Southeast Florida. Sequences archived in NCBI from other locations in the Northern Region, Caribbean, and Gulf of Mexico basins were used in the analyses (N = 1558). Previously published sequences were obtained from Freshwater et al. (2009) (N = 396), Sealy et al. (2013) (N = 178), Whitaker and Janosik (2020) (N = 80), Butterfield et al. (2015) (N = 214), Toledo-Hernandez et al. (2014) (N = 118), Betancur-R et al. (2011) (N = 337), and Johnson et al. (2016) (N = 235). Previously unpublished North Carolina lionfish sequences were also obtained from the collection held by D. Wilson Freshwater (n = 2). Additionally, 14 microsatellite loci were multiplexed to assess connectivity and invasion pathways on 393 samples from the region.
DOI: 10.6084/m9.figshare.16744543.v1
title: Data for "Climate change projections for sustainable and healthy cities"

description: This dataset contains data used for global climate model (GCM)-based projections in Goodess et al. (2021) "Climate change projections for sustainable and healthy cities" published in Buildings & Cities.<i><br></i><b>Citation:</b>Goodess C., Berk S., Ratna S.B., Brousse O., Davies M., Heaviside C., Moore G., Pineo H. (2021). Climate change projections for sustainable and healthy cities. <i>Buildings and Cities</i>, <i>2</i>(1), 812–836. DOI: http://doi.org/10.5334/bc.111
DOI: 10.6084/m9.figshare.16744543
title: Data for "Climate change projections for sustainable and healthy cities"

description: This dataset contains data used for global climate model (GCM)-based projections in Goodess et al. (2021) "Climate change projections for sustainable and healthy cities" published in Buildings & Cities.<i><br></i><b>Citation:</b>Goodess C., Berk S., Ratna S.B., Brousse O., Davies M., Heaviside C., Moore G., Pineo H. (2021). Climate change projections for sustainable and healthy cities. <i>Buildings and Cities</i>, <i>2</i>(1), 812–836. DOI: http://doi.org/10.5334/bc.111
DOI: 10.6084/m9.figshare.16775287
title: Original data

description: These are the raw data pictures of Western Blot and the related statistical results.
DOI: 10.6084/m9.figshare.16775287.v1
title: Original data

description: These are the raw data pictures of Western Blot and the related statistical results.
DOI: 10.5281/zenodo.5525214
title: Supplemental data for characterization of alpha and beta interactions using the HeXe setup [arXiv: 2109.13735]

description: <strong>&gt;&gt;&gt;Preliminary Dataset&lt;&lt;&lt;</strong><br> <em>As the article has not yet been peer-reviewed. Pre-print available on arXiv: </em>2109.13735 Repository with supplemental data to:<br> <strong>Characterization of alpha and electron interactions in liquid xenon</strong> <strong>Note: </strong>When re-using the data, please make sure to cite the article (and not only the dataset) <br> The files contain the measured data points (as well as their statistical and systematic uncertainties) as shown in the publication.<br> All datasets are stored in the .csv format. <strong>20210924_yields_hexe_kr83m.csv</strong><br> This file contains the normalized light and charge yields as a function of the applied field from the measurement with the <sup>83m</sup>Kr source. The data is shown in Figure 16 (dots) of the publication <strong>20210924_yields_hexe_rn222.csv</strong><br> This file contains the normalized light and charge yields as a function of the applied field from the measurement with the <sup>222</sup>Rn source. The data is shown in Figure 17 (blue-ish points) of the publication <strong>20210924_drift_velocity_hexe_rn222.csv</strong><br> This file contains the measured electron drift velocity in liquid xenon at a temperature of 174.4 K in dependence of the field. The data was acquired using the <sup>222</sup>Rn source. Drift velocity is given in units of mm/µs and the datapoints are shown in Figure 19 (black dots) of the publication <strong>20210924_drift_velocity_hexe_kr83m.csv</strong><br> This file contains the measured electron drift velocity in liquid xenon at a temperature of 174.4 K in dependence of the field. The data was acquired using the <sup>83m</sup>Kr source. Drift velocity is given in units of mm/µs and are not displayed in the publications due to visibility reasons. <strong>Minimum working example to plot the drift velocity using the <sup>83m</sup>Kr data:</strong> <pre><code class="language-python"> 1 import numpy as np 2 import matplotlib.pyplot as plt 3 4 # load the data set 5 data = np.loadtxt("20210924_drift_velocity_hexe_kr83m.csv", delimiter=",") 6 7 # Plot the systematic uncertainty on the drift field 8 plt.errorbar(data[:,0], data[:,2], xerr=data[:,1], fmt="o", capsize=2, ecolor="darkgray", 9 alpha=0.7, elinewidth=3, color="black") 10 11 # Plot the actual data points 12 plt.errorbar(data[:,0], data[:,2], yerr=data[:,3], fmt="o", color="black") 13 14 # Label the axis and define the range 15 plt.ylabel("Drift Velocity [mm/µs]") 16 plt.xlabel("Drift Field [kV/cm]") 17 plt.xscale("log") 18 plt.xlim(0.006, 2) 19 plt.ylim(0, 2.4) 20 plt.show() </code></pre>
DOI: 10.6084/m9.figshare.14225945.v3
title: Gender Sensitization scale data

description: This dataset consist of two materials:One is the total variance explained table enlisted as Appendix_S1 where Principal Axis Factoring method was used with oblique rotation.<br>Second one is the table consisting communality value of the items after the PAF enlisted as Table_S1.
DOI: 10.5066/p9s30yh9
title: Mercury source identification in the Mobile and Tombigbee Rivers

description: This dataset details mercury concentrations and mercury stable isotope values collected as part of an environmental mercury assessment encompassing the Mobile and Tombigbee Rivers as well as two U.S. Environmental Protection Agency Superfund sites. The Tensaw River was also sampled as part of this study as a reference site, absent of mercury contamination. As a part of this survey, sediments, waters, and biota (largemouth bass) were measured to assess mercury transport and bioaccumulation of mercury within the Mobile River Basin. High mercury concentrations and isotope values indicative of industrial contamination were found in sediments and fish of Superfund sites. Lower concentrations and isotope values indicative of deposition were found within the Tensaw River and main branches of the Mobile and Tombigbee Rivers.
DOI: 10.5517/ccdc.csd.cc267b82
title: CCDC 2032833: Experimental Crystal Structure Determination

description: Related Article: Bertram Peters, Martin Möbs, Nick Michel, Frank Tambornino, Stefanie Dehnen|2020|ChemistryOpen|10|227|doi:10.1002/open.202000287
DOI: 10.5517/ccdc.csd.cc2877yq
title: CCDC 2092343: Experimental Crystal Structure Determination

description: Related Article: Xiai Luo, Yu Zhao, Susu Tao, Zhong-Tao Yang, Hui Luo, Weiguang Yang|2021|RSC Advances|11|31152|doi:10.1039/D1RA06330H
DOI: 10.5517/ccdc.csd.cc28785z
title: CCDC 2092350: Experimental Crystal Structure Determination

description: Related Article: Xiai Luo, Yu Zhao, Susu Tao, Zhong-Tao Yang, Hui Luo, Weiguang Yang|2021|RSC Advances|11|31152|doi:10.1039/D1RA06330H
DOI: 10.5517/ccdc.csd.cc287860
title: CCDC 2092351: Experimental Crystal Structure Determination

description: Related Article: Xiai Luo, Yu Zhao, Susu Tao, Zhong-Tao Yang, Hui Luo, Weiguang Yang|2021|RSC Advances|11|31152|doi:10.1039/D1RA06330H
DOI: 10.6084/m9.figshare.16383312
title: Data for biomass estimates, Dukes RNA old-growth forest

description: Data-set includes diameter measurements used for estimation of above-ground tree biomass in old-growth forest study plots at the Dukes Research Natural Area, Hiawatha National Forest, Michigan, USA. Data are from remeasurement of trees on permanent study plots in up to 9 censuses over 84 years (1935-2019). Analyses and discussion are published in K.D. Woods and C.C. Kern (202*), "Intermediate disturbances drive long-term fluctuation in old-growth forest biomass: an 84-year temperate forest record", Ecosphere (paper # to be added).
DOI: 10.6084/m9.figshare.16383312.v1
title: Data for biomass estimates, Dukes RNA old-growth forest

description: Data-set includes diameter measurements used for estimation of above-ground tree biomass in old-growth forest study plots at the Dukes Research Natural Area, Hiawatha National Forest, Michigan, USA. Data are from remeasurement of trees on permanent study plots in up to 9 censuses over 84 years (1935-2019). Analyses and discussion are published in K.D. Woods and C.C. Kern (202*), "Intermediate disturbances drive long-term fluctuation in old-growth forest biomass: an 84-year temperate forest record", Ecosphere (paper # to be added).
DOI: 10.6084/m9.figshare.12850643
title: The economic burden of severe asthma in children: a comprehensive study

description: The economic burden of severe asthma (SA) in children is poorly described. We aimed to determine the healthcare costs of SA in children for the French national health insurance (NHI). Children (6-18 years of age) with physician-confirmed diagnoses of SA or non-SA (NSA) were identified. Direct and indirect expenditures related to asthma and associated co-morbidities in the previous six months were determined, based on a physician-guided parental questionnaire and confirmed by medical records. The costs for the French NHI were assessed per child over a six month period. Data from 74 children, including 48 with SA (22 requiring omalizumab) and 26 with NSA, were analyzed. The global cost of SA was €3,982 per child over a six-month period, including €3,821 direct costs and €161.9 indirect costs. The global cost was €6,716 (4,220) for those requiring omalizumab vs. €1,669 (3,108) for those who did not (<i>p</i> p p The economic burden of SA in children for the French NHI is substantial and mainly driven by the most severe children requiring biologics.