cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10353215
title: Datasets for : A Catalogue of Deconfliction Actions Extracted from Historical ADS-B Data

description: This data corresponds to the paper A Catalogue of Deconfliction Actions Extracted from Historical ADS-B Data  (https://doi.org/10.59490/joas.2023.7222).

The corresponding code can be found here: https://github.com/Vibujor/deconflictions.

Dowlnoad the data and put them in folder data/.



metadata_A2207.parquet contains the following information:



start: start time of trajectory

stop: stop time of trajectory

origin: origin airport

destination: destination airport

callsign

icao24

typecode

EOBT: Estimated Off-Block Time

route: flight plan associated with the trajectory

flight_id: unique identifier for each flight, corresponding to metadata.parquet

 



adsb_track_A2207.parquet contains ADS-B data corresponding to the AIRAC cycle 2207, spanning from July 14 to August 10, 2022, in the Air Control Center of Bordeaux, France (LFBBDX). It is composed of:



timestamp

icao24: unique transponder identifier, NaN if the flight has not been seen in ADS-B data.

latitude

longitude

ground speed

track 

vertical rate

callsign

altitude

flight_id: unique identifier for each flight
DOI: 10.5281/zenodo.10492706
title: Replication package for "Experimental Evidence on Alternative Policies to Increase Learning at Scale"

description: Duflo, Annie, Jessica Kiessel, and Adrienne Lucas (2023). Replication package for: "Experimental Evidence on Alternative Policies to Increase Learning at Scale." The Economic Journal. Data deposited at Zenodo, doi:10.5281/zenodo.10492707.
DOI: 10.5281/zenodo.10492707
title: Replication package for "Experimental Evidence on Alternative Policies to Increase Learning at Scale"

description: Duflo, Annie, Jessica Kiessel, and Adrienne Lucas (2023). Replication package for: "Experimental Evidence on Alternative Policies to Increase Learning at Scale." The Economic Journal. Data deposited at Zenodo, doi:10.5281/zenodo.10492707.
DOI: 10.5281/zenodo.10492802
title: Native Burmese python nesting data - Smith et al., 2024

description: Dataset from two native Burmese python (Python bivittatus) nests including nesting dates, distances to notable landscape features, and number of eggs laid.
DOI: 10.5281/zenodo.10492787
title: ECDC COVID-19 data - Whole table

description: The dataset merge all the information about the COVID-19 data originally downloaded by the site https://www.ecdc.europa.eu/en/covid-19.

The structure of the data simplifies the join with the shapefile of the country borders.

Raw data from ECDC, harmonization and homogenization of data from UNIPV - Laboratory of Geomatics
description: Data collected from ECDC (European Centre for Disease Prevention and Control).This database is provided by official sources.The generated information from this database could be used for scientific publications and useful for the future Public Health Observatories.
DOI: 10.5281/zenodo.10492788
title: ECDC COVID-19 data - Whole table

description: The dataset merge all the information about the COVID-19 data originally downloaded by the site https://www.ecdc.europa.eu/en/covid-19.

The structure of the data simplifies the join with the shapefile of the country borders.

Raw data from ECDC, harmonization and homogenization of data from UNIPV - Laboratory of Geomatics
description: Data collected from ECDC (European Centre for Disease Prevention and Control).This database is provided by official sources.The generated information from this database could be used for scientific publications and useful for the future Public Health Observatories.
DOI: 10.6084/m9.figshare.24849654.v3
title: Marketing Mix Modelling (MMM) training and evaluation dataset for a wide cross-section of eCommerce brands (https://www.conjura.com)

description: This data was made public by Conjura (https://www.conjura.com) to support a Marketing Mix Modelling (MMM) meta analysis study. The data can be used to the model the cost of acquiring customers (CAC) and return on advertising spend (ROAS) from a large cross-section of eCommerce brands in order to find robust Bayesian MMM models.
DOI: 10.6084/m9.figshare.23605521.v1
title: Replicating and Extending Hemispheric Asymmetries in Auditory Distraction: No Metacognitive Awareness for the Left-Ear Disadvantage for Changing-State Sounds

description: Two experiments explored hemispheric asymmetries in auditory distraction by manipulating the spatial location of presentation of to-be-ignored sound. Previous research revealed a left-ear disadvantage for the presentation of changing-state sequences during short-term serial recall (Hadlington et al., 2004; 2006), but did not provide a direct measure of the changing-state effect as no steady-state condition was incorporated. Experiment 1 addressed this by comparing changing-state with steady-state sequences in a visual-verbal serial recall task, and confirmed that the additional disruption produced via left-ear presentation stemmed from the acoustically varying nature of the sound. This left-ear disadvantage for the changing-state effect highlights right hemisphere dominance for processing acoustic variation within unattended sound. Using the same stimuli, Experiment 2 replicated these results and gained insight into participant’s metacognitive monitoring of the disruptive potential of auditory distractors. Participants prospectively rated the extent to which they would be distracted by steady-state and changing-state sequences presented to the left ear, right ear, or both ears, and judged whether the sounds had a beneficial or detrimental effect on their performance after each trial. Participants showed both prospective and retrospective awareness that changing-state sequences were more disruptive than steady-state sequences (cf. Bell et al., 2021). However, participants did not expect disruption to vary by auditory location and were unaware that changing-state sequences were more disruptive when presented to the left ear, relative to the right ear or both ears. Therefore, individuals have metacognitive awareness of the greater disruptive impact of changing- over steady-state sound, but not the accompanying left-ear disadvantage. Implications of these findings are considered in the context of theoretical accounts of auditory distraction.
DOI: 10.34740/kaggle/dsv/7384800
title: Billboard
DOI: 10.34740/kaggle/dsv/7384805
title: Billboard
DOI: 10.5281/zenodo.10492882
title: Sus scrofa personnalised GTF based on 11.1 sequence and ENSEMBL 102 annotation
DOI: 10.5281/zenodo.10492883
title: Sus scrofa personnalised GTF based on 11.1 sequence and ENSEMBL 102 annotation
DOI: 10.5281/zenodo.8271140
title: OSIRIS Stratospheric Temperature

description: OSIRIS spectra of limb scattered sunlight are used to retrieve vertical profiles of temperature over the altitude range from 35 to 60 km at a vertical resolution of approximately 3-3.5 km.


Version 7.3 is the newest release of the OSIRIS Level 2 temperature product. Each file contains one month of data.
DOI: 10.34740/kaggle/dsv/7384807
title: Billboard
DOI: 10.34740/kaggle/dsv/7384810
title: Billboard
DOI: 10.34740/kaggle/dsv/7384812
title: Billboard
DOI: 10.34740/kaggle/dsv/7384813
title: Billboard
DOI: 10.6084/m9.figshare.23605521
title: Replicating and Extending Hemispheric Asymmetries in Auditory Distraction: No Metacognitive Awareness for the Left-Ear Disadvantage for Changing-State Sounds

description: Two experiments explored hemispheric asymmetries in auditory distraction by manipulating the spatial location of presentation of to-be-ignored sound. Previous research revealed a left-ear disadvantage for the presentation of changing-state sequences during short-term serial recall (Hadlington et al., 2004; 2006), but did not provide a direct measure of the changing-state effect as no steady-state condition was incorporated. Experiment 1 addressed this by comparing changing-state with steady-state sequences in a visual-verbal serial recall task, and confirmed that the additional disruption produced via left-ear presentation stemmed from the acoustically varying nature of the sound. This left-ear disadvantage for the changing-state effect highlights right hemisphere dominance for processing acoustic variation within unattended sound. Using the same stimuli, Experiment 2 replicated these results and gained insight into participant’s metacognitive monitoring of the disruptive potential of auditory distractors. Participants prospectively rated the extent to which they would be distracted by steady-state and changing-state sequences presented to the left ear, right ear, or both ears, and judged whether the sounds had a beneficial or detrimental effect on their performance after each trial. Participants showed both prospective and retrospective awareness that changing-state sequences were more disruptive than steady-state sequences (cf. Bell et al., 2021). However, participants did not expect disruption to vary by auditory location and were unaware that changing-state sequences were more disruptive when presented to the left ear, relative to the right ear or both ears. Therefore, individuals have metacognitive awareness of the greater disruptive impact of changing- over steady-state sound, but not the accompanying left-ear disadvantage. Implications of these findings are considered in the context of theoretical accounts of auditory distraction.
DOI: 10.6084/m9.figshare.23605521.v2
title: Replicating and Extending Hemispheric Asymmetries in Auditory Distraction: No Metacognitive Awareness for the Left-Ear Disadvantage for Changing-State Sounds

description: Two experiments explored hemispheric asymmetries in auditory distraction by manipulating the spatial location of presentation of to-be-ignored sound. Previous research revealed a left-ear disadvantage for the presentation of changing-state sequences during short-term serial recall (Hadlington et al., 2004; 2006), but did not provide a direct measure of the changing-state effect as no steady-state condition was incorporated. Experiment 1 addressed this by comparing changing-state with steady-state sequences in a visual-verbal serial recall task, and confirmed that the additional disruption produced via left-ear presentation stemmed from the acoustically varying nature of the sound. This left-ear disadvantage for the changing-state effect highlights right hemisphere dominance for processing acoustic variation within unattended sound. Using the same stimuli, Experiment 2 replicated these results and gained insight into participant’s metacognitive monitoring of the disruptive potential of auditory distractors. Participants prospectively rated the extent to which they would be distracted by steady-state and changing-state sequences presented to the left ear, right ear, or both ears, and judged whether the sounds had a beneficial or detrimental effect on their performance after each trial. Participants showed both prospective and retrospective awareness that changing-state sequences were more disruptive than steady-state sequences (cf. Bell et al., 2021). However, participants did not expect disruption to vary by auditory location and were unaware that changing-state sequences were more disruptive when presented to the left ear, relative to the right ear or both ears. Therefore, individuals have metacognitive awareness of the greater disruptive impact of changing- over steady-state sound, but not the accompanying left-ear disadvantage. Implications of these findings are considered in the context of theoretical accounts of auditory distraction.
DOI: 10.5281/zenodo.10492785
title: OSIRIS Stratospheric Temperature

description: OSIRIS spectra of limb scattered sunlight are used to retrieve vertical profiles of temperature over the altitude range from 35 to 60 km at a vertical resolution of approximately 3-3.5 km.


Version 7.3 is the newest release of the OSIRIS Level 2 temperature product. Each file contains one month of data.
DOI: 10.5281/zenodo.8271139
title: OSIRIS Stratospheric Temperature

description: OSIRIS spectra of limb scattered sunlight are used to retrieve vertical profiles of temperature over the altitude range from 35 to 60 km at a vertical resolution of approximately 3-3.5 km.


Version 7.3 is the newest release of the OSIRIS Level 2 temperature product. Each file contains one month of data.
DOI: 10.34740/kaggle/dsv/7384815
title: Billboard
DOI: 10.34740/kaggle/dsv/7384817
title: Billboard
DOI: 10.34740/kaggle/dsv/7384818
title: Billboard
DOI: 10.34740/kaggle/dsv/7384820
title: Billboard
DOI: 10.5281/zenodo.10492896
title: Modification made on the annotation
DOI: 10.5281/zenodo.10492897
title: Modification made on the annotation
DOI: 10.34740/kaggle/dsv/7384822
title: Billboard
DOI: 10.5281/zenodo.10489444
title: Research Data for "Comparison of four laser-based methods for volumetric calibration of medium to large machine tools"

description: For calibration of medium to large machine tools, the trade-off among transient error effects, measurement uncertainty, and calibration effort is sali-ent. Novel directions are methods severely prioritizing low measurement time, cost, and operator complexity or aiming at full automation. This study compares the recently researched methods of static and dynamic on-the-fly calibration using a laser tracker, machine-integrated multilateration, and the commercially available laser tracer on a ZAYER Arion G machine tool. Direct comparison of the individually validated methods’ results shows general agreement, but also the need for careful interpretation to their relation among each other and in application in detail.
DOI: 10.5281/zenodo.10489445
title: Research Data for "Comparison of four laser-based methods for volumetric calibration of medium to large machine tools"

description: For calibration of medium to large machine tools, the trade-off among transient error effects, measurement uncertainty, and calibration effort is sali-ent. Novel directions are methods severely prioritizing low measurement time, cost, and operator complexity or aiming at full automation. This study compares the recently researched methods of static and dynamic on-the-fly calibration using a laser tracker, machine-integrated multilateration, and the commercially available laser tracer on a ZAYER Arion G machine tool. Direct comparison of the individually validated methods’ results shows general agreement, but also the need for careful interpretation to their relation among each other and in application in detail.
DOI: 10.5281/zenodo.10492868
title: Decessi e loro causa in Italia da gennaio 2015 a dicembre 2020

description: This data includes provisional monthly death counts derived from the analysis of death certificates that doctors compiled for all Italian deaths between January 2015 and December 2020. These counts correspond to 18 distinct causes of death and span 72 monthly death counts. Furthermore, the death counts are grouped into 420 strata, defined by 10 age groups, two sexes, and 21 Italian regions.

 

 
description: The original data is also available on https://www.istat.it/it/archivio/240401
DOI: 10.5281/zenodo.10492867
title: Decessi e loro causa in Italia da gennaio 2015 a dicembre 2020

description: This data includes provisional monthly death counts derived from the analysis of death certificates that doctors compiled for all Italian deaths between January 2015 and December 2020. These counts correspond to 18 distinct causes of death and span 72 monthly death counts. Furthermore, the death counts are grouped into 420 strata, defined by 10 age groups, two sexes, and 21 Italian regions.

 

 
description: The original data is also available on https://www.istat.it/it/archivio/240401
DOI: 10.6084/m9.figshare.24982930.v1
title: Supplementary tables S3-S6 from Deficiency of the ribosomal protein uS10 (RPS20) reorganizes human cells translatome according to the abundance, CDS length and GC content of mRNAs

description: The file contains Excel tables with NGS data
DOI: 10.6084/m9.figshare.24982930
title: Supplementary tables S3-S6 from Deficiency of the ribosomal protein uS10 (RPS20) reorganizes human cells translatome according to the abundance, CDS length and GC content of mRNAs

description: The file contains Excel tables with NGS data
DOI: 10.6084/m9.figshare.24982899
title: Fig1ANew

description: FIg1A_Ichthyosporea lifecycle image
DOI: 10.6084/m9.figshare.24982899.v1
title: Fig1ANew

description: FIg1A_Ichthyosporea lifecycle image
DOI: 10.5281/zenodo.10492891
title: FLAMENCO Learning Disabilities Dataset

description: In the context of the FLAMENCO project, we have released a dataset designed for predicting potential deficiencies in children's communication skills, tailored for Federated Learning. This dataset specifically focuses on addressing two prevalent deficiencies in communication skill development in children: autism and intellectual disability. For each deficiency, two CSV files are provided—one for training machine learning models and another for testing them. Each entry in these CSV files includes the following details:

 

-        case_id: An anonymized identifier used to distinguish cases.

-        client_id: Identifies the client to which the case belongs, useful for dataset splitting in federated settings.

-        A series of scores measuring specific communication skills:  These scores, such as Verbalization, Voicing, Syntax, etc., are derived from the child's performance in specialised gamified exercises and have been computed with the assistance of expert clinicians.



        target: Can be -1 (no clinician's diagnosis available for the case), 0 (no diagnosed deficiency in the case), 1 (indicates a positive diagnosis of communication deficiency by a clinician)


TThis project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreements No. 957406 (TERMINET).
DOI: 10.5281/zenodo.10492892
title: FLAMENCO Learning Disabilities Dataset

description: In the context of the FLAMENCO project, we have released a dataset designed for predicting potential deficiencies in children's communication skills, tailored for Federated Learning. This dataset specifically focuses on addressing two prevalent deficiencies in communication skill development in children: autism and intellectual disability. For each deficiency, two CSV files are provided—one for training machine learning models and another for testing them. Each entry in these CSV files includes the following details:

 

-        case_id: An anonymized identifier used to distinguish cases.

-        client_id: Identifies the client to which the case belongs, useful for dataset splitting in federated settings.

-        A series of scores measuring specific communication skills:  These scores, such as Verbalization, Voicing, Syntax, etc., are derived from the child's performance in specialised gamified exercises and have been computed with the assistance of expert clinicians.



        target: Can be -1 (no clinician's diagnosis available for the case), 0 (no diagnosed deficiency in the case), 1 (indicates a positive diagnosis of communication deficiency by a clinician)


TThis project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreements No. 957406 (TERMINET).
DOI: 10.6084/m9.figshare.24982941
title: Fig4A

description: Fig4A Ichthyosporea mitosis
DOI: 10.6084/m9.figshare.24982941.v1
title: Fig4A

description: Fig4A Ichthyosporea mitosis
DOI: 10.6084/m9.figshare.24975744.v2
title: Estimating Ephemeral Streams QGIS Layer Packages, Map Files, and Methods

description: This dataset was used to estimate total ephemeral stream length within the Coeur d'Alene, Fort Apache, and Menominee Reservations. It includes data that is publicly available through the USGS "The National Map" (USGS TNM Download v2.0), including NHDPlus High Resolution hydrography data, and Contour (1:24,000-scale) elevation data. It also includes geographic boundaries for the above mentioned Native American Reservations, as well as "eph5ha" raster data, developed by Kurt A. Fesenmyer, and used to approximate ephemeral stream locations. The remaining layers in the dataset include exported, site-specific NHDPlus hydrography data, and hand-digitized, estimated ephemeral streams, based on the eph5ha raster. A map PNG of all three reservations is also included, as well as the map file used to create that map image. Lastly, a PDF of the methods used for this mapping project is also attached.
DOI: 10.6084/m9.figshare.19383707.v2
title: Input Files

description: input.vcf and pntest_variants.txt (genotype point estimates) at 5,972 SNPs<br>cz_16s.nexus mtDNA 16s nexus
DOI: 10.24403/jp.1324425
title: Auswertung der Floristischen Kartierung und der Roten Liste Thüringens für den Naturschutz / Heiko Korsch ; Werner Westhus
DOI: 10.5287/ora-8neaq8xzw
title: Online Appendices to ‘“Aussi hardi … qu’aucun philosophe en France”: The Eighteenth-Century French Reception of Hume’s Essays’, in 'Hume’s Essays: A Critical Guide' (CUP)

description: The following are three online Appendices to my essay ‘“Aussi hardi … qu’aucun philosophe en France”: The Eighteenth-Century French Reception of Hume’s Essays’, in Max Skjönsberg and Felix Waldmann, eds., Hume’s Essays: A Critical Guide (Cambridge: Cambridge University Press, forthcoming in 2024).

Appendix I: Chronology of Eighteenth-Century French Translations of Hume’s Essays.

Appendix II: Hume’s Essays in Eighteenth-Century French Periodicals.

Appendix III: Some Other French Reuses and Responses to Hume’s Essays.
DOI: 10.6084/m9.figshare.22794809
title: Fig 1B

description: Fig 1B
DOI: 10.6084/m9.figshare.22794809.v2
title: Fig 1B

description: Fig 1B
DOI: 10.6084/m9.figshare.22794809.v1
title: Fig 1B

description: Fig 1B
DOI: 10.5281/zenodo.10021925
title: LagrangeBench Datasets

description: Datasets from the Paper LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite at NeurIPS 2023 Track on Datasets and Benchmarks.

 

Version 2024-01-11 (latest)



Files with force_fn were added to the three datasets with external forces: 2D_DAM, 2D_RPF, and 3D_RPF. The LagrangeBench codebase is already compatible with this new force handling.

Breaking: we added a force function to the dam break dataset. Up until now, this dataset didn't have an external force feature.
DOI: 10.5281/zenodo.10021926
title: LagrangeBench Datasets

description: Datasets from the Paper LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite at NeurIPS 2023 Track on Datasets and Benchmarks.
DOI: 10.5281/zenodo.10491868
title: LagrangeBench Datasets

description: Datasets from the Paper LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite at NeurIPS 2023 Track on Datasets and Benchmarks.

 

Version 2024-01-11 (latest)



Files with force_fn were added to the three datasets with external forces: 2D_DAM, 2D_RPF, and 3D_RPF. The LagrangeBench codebase is already compatible with this new force handling.

Breaking: we added a force function to the dam break dataset. Up until now, this dataset didn't have an external force feature.