cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17037/data.00001935
title: AZ-SMC Trial - In vivo treatment efficacy dataset

description: Data collected as part of the in vivo treatment efficacy study conducted during late 2016 and early 2017, to measure the effectiveness of the drug combination used for seasonal malaria chemoprevention (sulphadoxine-pyrimethamine plus amodiaquine).
DOI: 10.6084/m9.figshare.13200458.v1
title: R0216_20180228a_videos

description: Rat 0216, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13200458
title: R0216_20180228a_videos

description: Rat 0216, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.25318/1810026401-eng
title:  Monthly adjusted consumer expenditure basket weights

description: Statistics Canada, in partnership with the Bank of Canada, explores alternative and timely sources of expenditure data to estimate basket weights that reflect shifting consumption patterns during the COVID-19 pandemic. The data cover the majority of consumer goods and services.
DOI: 10.25318/1810026401-fra
title: Pondérations mensuelles ajustées du panier des dépenses à la consommation

description: Statistique Canada, en partenariat avec la Banque du Canada, explore l'utilisation de sources alternatives et actuelles pour estimer les pondérations du panier qui rendent compte de l'évolution des habitudes de consommation pendant la pandémie COVID-19. Les données couvrent la majorité des biens et services de consommation.
DOI: 10.25810/fx6e-r462.18
title: European Newspaper Coverage of Climate Change or Global Warming, 2004-2020 - September 2020 

description:         The Media and Climate Change Observatory Data monitors 120 sources (across newspapers, radio and TV) in 54 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.5281/zenodo.4251217
title: Global color maps of dwarf planet (1) Ceres from Dawn Framing Camera images

description: These are global maps of dwarf planet (1) Ceres described in "Resolved spectrophotometric properties of the Ceres surface from Dawn Framing Camera images" by Schröder <em>et al</em>., Icarus 288 (2017) 201-225 (arXiv). Global color maps created from these data files are shown in Fig. 7 of that paper. These files contain global maps of the photometrically corrected reflectance of the Ceres surface, with one map for each of the 7 narrow-band filter of the Dawn framing camera (FC2). Photometrically corrected reflectance means observed reflectance divided by model reflectance, and the global average of the photometrically corrected reflectance is unity by definition. The model is the Akimov photometric model with parameters valid for global average Ceres and an upper limit of 80° for the photometric angles. The model reflectance was calculated with surface topography derived from a global shape model. Global maps were created as the median of projected individual images of the photometrically corrected reflectance. The IMG and FITS files contain the data in floating point format. The PNG files are provided for visual reference.
DOI: 10.5281/zenodo.4251216
title: Global color maps of dwarf planet (1) Ceres from Dawn Framing Camera images

description: These are global maps of dwarf planet (1) Ceres described in "Resolved spectrophotometric properties of the Ceres surface from Dawn Framing Camera images" by Schröder <em>et al</em>., Icarus 288 (2017) 201-225 (arXiv). Global color maps created from these data files are shown in Fig. 7 of that paper. These files contain global maps of the photometrically corrected reflectance of the Ceres surface, with one map for each of the 7 narrow-band filter of the Dawn framing camera (FC2). Photometrically corrected reflectance means observed reflectance divided by model reflectance, and the global average of the photometrically corrected reflectance is unity by definition. The model is the Akimov photometric model with parameters valid for global average Ceres and an upper limit of 80° for the photometric angles. The model reflectance was calculated with surface topography derived from a global shape model. Global maps were created as the median of projected individual images of the photometrically corrected reflectance. The IMG and FITS files contain the data in floating point format. The PNG files are provided for visual reference.
DOI: 10.25377/sussex.12783965
title: Norms for the paper "Implicit Consequentiality in English: A Corpus of 300+ Verbs"

description: <b>Table of Norms for the paper: "Implicit Consequentiality in English: A Corpus of 300+ Verbs" </b><b>appearing in Behaviour Research Methods (2020)</b><br>Implicit consequentiality norms for 305 English interpersonal verbs. The table also contains information about length, measured valence, frequency (2 measures from the SUBTLEX-UK), and implicit causality as measured by Ferstl et al., 2011.<br>The cell values are rounded, so the values in column V (= U -T) can appear to be 1 out.<br><b>Abstract of Paper</b><b><br></b>This study provides implicit verb consequentiality norms for a corpus of 305 English verbs, for which Ferstl et al. (BRM, 2011) previously provided implicit causality norms. An on-line sentence completion study was conducted, with data analyzed from 124 respondents who completed fragments such as “John liked Mary and so…”. The resulting bias scores are presented in an Appendix, with more detail in supplementary material in the University of Sussex Research Data Repository (via 10.25377/sussex.c.5082122), where we also present lexical and semantic verb features: frequency, semantic class and emotional valence of the verbs. We compare our results with those of our study of implicit causality and with the few published studies of implicit consequentiality. As in our previous study, we also considered effects of gender and verb valence, which requires stable norms for a large number of verbs. The corpus will facilitate future studies in a range of areas, including psycholinguistics and social psychology, particularly those requiring parallel sentence completion norms for both causality and consequentiality.<br>
DOI: 10.15468/xqju3z
title: A checklist of the bats of Peninsular Malaysia and progress towards a DNA barcode reference library

description: This dataset contains the digitized treatments in Plazi based on the original journal article Voon-Ching Lim, Rosli Ramli, Subha Bhassu, John-James Wilson (2017): A checklist of the bats of Peninsular Malaysia and progress towards a DNA barcode reference library. PLoS ONE 12 (7): 1-65, DOI: 10.1371/journal.pone.0179555
DOI: 10.25318/3710015301-eng
title: Educators in public elementary and secondary schools, by work status, age group and sex

description: The number of educators in public elementary and secondary schools, by full-time and part-time work status, age group and sex.
DOI: 10.25318/3710015301-fra
title: Éducateurs dans les écoles primaires et secondaires publiques, selon le statut d'emploi, le groupe d'âge et le sexe

description: Le nombre d'éducateurs dans les écoles primaires et secondaires publiques, selon le statut d'emploi à temps plein et à temps partiel, le groupe d'âge et le sexe.
DOI: 10.25318/3710017301-eng
title: Number of students in regular programs for youth, private or independent elementary and secondary schools, by grade and sex

description: Private or independent school enrolments in regular programs for youth in elementary and secondary schools, by grade and sex.
DOI: 10.6084/m9.figshare.13200815
title: Meridional_momentum_flux_ty

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>Selected 12-20N, 80-90E from May 15 - July 15, 2015
DOI: 10.6084/m9.figshare.13200815.v1
title: Meridional_momentum_flux_ty

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>Selected 12-20N, 80-90E from May 15 - July 15, 2015
DOI: 10.25318/3710017301-fra
title: Nombre d'élèves dans les programmes réguliers pour les jeunes, écoles primaires et secondaires privées ou indépendantes, selon l'année d'études et le sexe

description: Effectif scolaire des programmes réguliers pour les jeunes dans les écoles primaires et secondaires privées ou indépendantes, selon l'année d'études et le sexe.
DOI: 10.17632/8ghybjgpr7.1
title: Data for: Tourism and Inequality: A Relook on the Kuznets Curve

description: Data sets form World Development Indicators, World Bank, to explain how inequality is impacted by tourism receipts. Data on inequality compiled form SWID data base
DOI: 10.6084/m9.figshare.13200830
title: Zonal_momentum_flux_tx

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>6hr mean<br>selected 12-20N, May 15-July 15, 2015
DOI: 10.6084/m9.figshare.13200830.v1
title: Zonal_momentum_flux_tx

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>6hr mean<br>selected 12-20N, May 15-July 15, 2015
DOI: 10.25318/3710017401-eng
title: Number of students in regular programs for youth, private or independent elementary and secondary schools, by age and sex

description: Private or independent school enrolments in regular programs for youth in elementary and secondary schools, by age and sex.
DOI: 10.6084/m9.figshare.13200836
title: SW_net

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>6hr mean<br>selected 12-20N, May 15-July 15, 2015
DOI: 10.6084/m9.figshare.13200836.v2
title: SW_net

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>6hr mean<br>selected 12-20N, May 15-July 15, 2015
DOI: 10.6084/m9.figshare.13200836.v1
title: Downward_SW

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>6hr mean<br>selected 12-20N, May 15-July 15, 2015
DOI: 10.6084/m9.figshare.13200833
title: LW_net

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>6hr mean<br>selected 12-20N, May 15-July 15, 2015
DOI: 10.6084/m9.figshare.13200833.v2
title: LW_net

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>6hr mean<br>selected 12-20N, May 15-July 15, 2015
DOI: 10.6084/m9.figshare.13200833.v1
title: Downward_LW

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>6hr mean<br>selected 12-20N, May 15-July 15, 2015
DOI: 10.25318/3710017401-fra
title: Nombre d'élèves dans les programmes réguliers pour les jeunes, écoles primaires et secondaires privées ou indépendantes, selon l'âge et le sexe

description: Effectif scolaire des programmes réguliers pour les jeunes dans les écoles primaires et secondaires privées ou indépendantes, selon l'âge et le sexe.
DOI: 10.6084/m9.figshare.13200854
title: Qlat_net

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>6hr mean<br>selected 12-20N, May 15-July 15, 2015
DOI: 10.6084/m9.figshare.13200854.v1
title: Qlat_net

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>6hr mean<br>selected 12-20N, May 15-July 15, 2015
DOI: 10.17028/rd.lboro.13193588
title: Datasets for Adaptive delay lines for absolute distance measurements in high-speed long-range Frequency Scanning Interferometry

description: <b>Phase1:</b> Data required to demonstrate frequency down-shift i.e. <i>fig3</i> and <i>fig4</i>. Target fixed at 825 mm from BS<sub>R</sub> and all eight bit configurations manually scanned. Data size corresponds corresponds to 10 nm scan with only ~ 1nm processed. Choose date length = 8364 and start at index 235,000.<b>Phase2a:</b> Data required to demonstrate effect of a low-pass-filter i.e. <i>fig5a</i> and <i>fig5b</i>. Target fixed at arbitrary point within meas. volume and all eight bit configurations scanned manually. Choose data length = 8364 and start index 95000.<b>Phase2b:</b> Calibration data for frequency to distance conversion i.e. fig6a. ADL fixed at 001 bit configuration and Renishaw XL80 running synchronously with target loc1 corresponding to 825 mm away from BSR and then moved in steps of 100 mm.<b>Phase3:</b> Data required to demonstrate absolute distance measurement relative to a datum with proposed FSI/ADL setup and compare performance with the Renishaw XL-80 i.e. <i>fig6b</i> (not the red line). Target moved at eight different positions with a step of ~100mm while Renishaw XL-80 records. The datum (BSR) was set at ~845mm. At each position the three closest to the corresponding zero-OPD surface bit configurations were recorded and their corresponding frequencies estimated using the non-integer peak detection algorithm.<b>Renishaw_XL80:</b> contains data for calibration stage (<i>Phase2b)</i> and performance comparison (<i>Phase3) </i>required for<i> fig6a </i>and<i> fig6b.</i>
DOI: 10.17028/rd.lboro.13193588.v1
title: Datasets for Adaptive delay lines for absolute distance measurements in high-speed long-range Frequency Scanning Interferometry

description: <b>Phase1:</b> Data required to demonstrate frequency down-shift i.e. <i>fig3</i> and <i>fig4</i>. Target fixed at 825 mm from BS<sub>R</sub> and all eight bit configurations manually scanned. Data size corresponds corresponds to 10 nm scan with only ~ 1nm processed. Choose date length = 8364 and start at index 235,000.<b>Phase2a:</b> Data required to demonstrate effect of a low-pass-filter i.e. <i>fig5a</i> and <i>fig5b</i>. Target fixed at arbitrary point within meas. volume and all eight bit configurations scanned manually. Choose data length = 8364 and start index 95000.<b>Phase2b:</b> Calibration data for frequency to distance conversion i.e. fig6a. ADL fixed at 001 bit configuration and Renishaw XL80 running synchronously with target loc1 corresponding to 825 mm away from BSR and then moved in steps of 100 mm.<b>Phase3:</b> Data required to demonstrate absolute distance measurement relative to a datum with proposed FSI/ADL setup and compare performance with the Renishaw XL-80 i.e. <i>fig6b</i> (not the red line). Target moved at eight different positions with a step of ~100mm while Renishaw XL-80 records. The datum (BSR) was set at ~845mm. At each position the three closest to the corresponding zero-OPD surface bit configurations were recorded and their corresponding frequencies estimated using the non-integer peak detection algorithm.<b>Renishaw_XL80:</b> contains data for calibration stage (<i>Phase2b)</i> and performance comparison (<i>Phase3) </i>required for<i> fig6a </i>and<i> fig6b.</i>
DOI: 10.6084/m9.figshare.13200860
title: Qsens_net

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>6hr mean<br>selected 12-20N, May 15-July 15, 2015
DOI: 10.6084/m9.figshare.13200860.v1
title: Qsens_net

description: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.surfaceflux.html<br>6hr mean<br>selected 12-20N, May 15-July 15, 2015
DOI: 10.25318/3710017501-eng
title: Number of students in official languages programs, private or independent elementary and secondary schools, by program type, grade and sex

description: Enrolments in regular second language programs (or core language programs), French immersion programs, and education programs in the minority official language offered in private or independent elementary and secondary schools, by type of program, grade and sex.
DOI: 10.17632/vjhy9gkzg3.1
title: VES-features

description: First column is only for numering. Second column are the names of the measured VES. Lat and Long columns are the respectives coordinates of each VES. "Alt" column shows the topographic height in meters and "Coast" the minimal distance to the coast (in kilometers). "POB" represent the basement depth in meters, from the medium sea level and obteined by VES; as is mentioned in the paper, these values are the ones minimize the error in the inversion process using Zhody´s algorithm. The last two columns show the coordinates of the coast point closest to the corresponding VES coordinate.
DOI: 10.17632/gj565g85fb.1
title: Xe and Kr release rates

description: We present the raw data obtained from release rate of Xe and Kr implanted in UO2. We performed different sample preparation (different annealing temperatures or polishing treatment) on polycristalline and monocrystalline UO2. Ion implantation were performed at various fluences in UO2 samples (between 9.5.1010 to 5.1014 i/cm2). Release rate of Xe and Kr are obtained at 1300°C under vacuum from desorption experiments performed on the PIAGARA plateform at the CENBG (Centre d’Etudes Nucléaires de Bordeaux-Gradignan). Since we made a variety of samples depending on multiple parameters (sample type, sample preparation, ion implantation type and fluence), these data represent a serious amount of work that could be saved for the scientific community that might use them for other purposes such as burst modelling
DOI: 10.25318/3710017501-fra
title: Nombre d'élèves dans les programmes de langues officielles, écoles primaires et secondaires privées ou indépendantes, selon le type de programme, l'année d'études et le sexe

description: Effectifs dans les programmes réguliers de langue seconde (ou programmes de langue seconde de base), les programmes d'immersion en français, et les programmes d'enseignement dans la langue officielle minoritaire offerts dans les écoles primaires et secondaires privées ou indépendantes, selon le type de programme, l'année d'études et le sexe.
DOI: 10.17632/7rrz9xrp2j.1
title: Predicting Population Health with Machine Learning: A Scoping Review Study Data

description: Objective: To determine how machine learning has been applied to prediction applications in population health contexts. Specifically, to describe which outcomes have been studied, the data sources most widely used and whether reporting of machine learning predictive models aligns with established reporting guidelines. Design: A scoping review. Data sources: MEDLINE, EMBASE, CINAHL, ProQuest, Scopus, Web of Science, Cochrane Library, INSPEC and ACM Digital Library were searched on 18 July 2018. Eligibility criteria: We included English articles published between 1980 and 2018 that used machine learning to predict population-health-related outcomes. We excluded studies that only used logistic regression or were restricted to a clinical context. Data extraction and synthesis: We summarised findings extracted from published reports, which included general study characteristics, aspects of model development, reporting of results and model discussion items. Results: Of 22 618 articles found by our search, 231 were included in the review. The USA (n=71, 30.74%) and China (n=40, 17.32%) produced the most studies. Cardiovascular disease (n=22, 9.52%) was the most studied outcome. The median number of observations was 5414 (IQR=16 543.5) and the median number of features was 17 (IQR=31). Health records (n=126, 54.5%) and investigator-generated data (n=86, 37.2%) were the most common data sources. Many studies did not incorporate recommended guidelines on machine learning and predictive modelling. Predictive discrimination was commonly assessed using area under the receiver operator curve (n=98, 42.42%) and calibration was rarely assessed (n=22, 9.52%). Conclusions: Machine learning applications in population health have concentrated on regions and diseases well represented in traditional data sources, infrequently using big data. Important aspects of model development were under-reported. Greater use of big data and reporting guidelines for predictive modelling could improve machine learning applications in population health. Registration number: Registered on the Open Science Framework on 17 July 2018 (available at https://osf.io/rnqe6/).
DOI: 10.17632/ng6bw2hhhc.1
title: Replication files for "Will you marry me, later? Age-of-marriage laws and child marriage in Mexico"

description: Replication files for "Will you marry me, later? Age-of-marriage laws and child marriage in Mexico"
DOI: 10.25318/3710017601-eng
title: Number of graduates from regular programs for youth, private or independent secondary schools, by age and sex

description: The number of high school graduates from regular programs for youth, private or independent schools, by age group and sex.
DOI: 10.25810/6qjv-1296.30
title: Indian Newspaper Coverage of Climate Change or Global Warming, 2000-2020 - September 2020

description:         The Media and Climate Change Observatory Data monitors 120 sources (across newspapers, radio and TV) in 54 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.25318/3710017601-fra
title: Nombre de diplômés des programmes réguliers pour les jeunes, écoles secondaires privées ou indépendantes, selon l'âge et le sexe

description: Le nombre de diplômés du secondaire, programmes réguliers pour les jeunes dans les écoles privées ou indépendantes, selon le groupe d'âge et le sexe.
DOI: 10.17632/yznh3nzg8b.1
title: hydroxychloquine sulphate in oral liquid bases

description: Stability data of extemporaneous suspensions of hydroxychloquine sulphate in oral liquid bases after tablet manipulation.
DOI: 10.17632/vnk9syjf8t.1
title: CCL20 in Psoriasis: A Potential Biomarker of Disease Severity, Inflammation, and Impaired Vascular Health

description: Supplemental Tables
DOI: 10.6084/m9.figshare.17134553
title: Optics express manuscript ID 447172

description: Here you will find the datasets used in the manuscript quantum cascade laser absorption spectrometer with low temperature multi-pass cell for precision clumped CO2 measurement.<br>
DOI: 10.6084/m9.figshare.17134553.v1
title: Optics express manuscript ID 447172

description: Here you will find the datasets used in the manuscript quantum cascade laser absorption spectrometer with low temperature multi-pass cell for precision clumped CO2 measurement.<br>
DOI: 10.5281/zenodo.5770714
title: Fishway_Obstruction_Data_v1.csv

description: This dataset contains pool-weir type fishway (sumerged notch and orifice) hydraulic scenarios with and without obstruction events in accordance with the publication: Fuentes-Pérez, J.F., García-Vega, A., Bravo-Córdoba, F.J., Sanz-Ronda, F.J. 2021. A Step to Smart Fishways: An Autonomous Obstruction Detection System Using Hydraulic Modeling and Sensor Networks. Sensors 2021, 21(20), 6909.
DOI: 10.5281/zenodo.5770713
title: Fishway_Obstruction_Data_v1.csv

description: This dataset contains pool-weir type fishway (sumerged notch and orifice) hydraulic scenarios with and without obstruction events in accordance with the publication: Fuentes-Pérez, J.F., García-Vega, A., Bravo-Córdoba, F.J., Sanz-Ronda, F.J. 2021. A Step to Smart Fishways: An Autonomous Obstruction Detection System Using Hydraulic Modeling and Sensor Networks. Sensors 2021, 21(20), 6909.
DOI: 10.15468/m3hj32
title: Urocleidoides spp. (Monogenea: Dactylogyridae) from the gills of Parodon nasus (Characiformes: Parodontidae) from a Brazilian stream with descriptions of two new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Oliveira, Glaucya Silva De, Silva, Reinaldo José Da, Vieira, Fernando Emmanuel Gonçalves, Acosta, Aline Angelina (2021): Urocleidoides spp. (Monogenea: Dactylogyridae) from the gills of Parodon nasus (Characiformes: Parodontidae) from a Brazilian stream with descriptions of two new species. Zootaxa 5081 (4): 535-550, DOI: https://doi.org/10.11646/zootaxa.5081.4.5