cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19750015
title: Neural Force Field Model Checkpoints

description: Graph neural network model checkpoints accompanying the paper "Neural Scaling of Deep Chemical Models"
DOI: 10.5281/zenodo.6547002
title: Datasets and Code for "Hypothesis Tests with Functional Data for Surface Quality Change Detection in Surface Finishing Processes"

description: This is the set of data and computer code used for reproducing the results in Jin, Tuo, Tiwari, Bukkapatnam, Aracne-Ruddle, Lighty, Hamza, and Ding, 2022, “Hypothesis tests with functional data for surface quality change detection in surface finishing processes,” <em>IISE Transactions</em>, in press.
description: {"references": ["Jin, Tuo, Tiwari, Bukkapatnam, Aracne-Ruddle, Lighty, Hamza, and Ding, 2022, \"Hypothesis tests with functional data for surface quality change detection in surface finishing processes,\" IISE Transactions, in press.."]}
DOI: 10.5281/zenodo.6547001
title: Datasets and Code for "Hypothesis Tests with Functional Data for Surface Quality Change Detection in Surface Finishing Processes"

description: This is the set of data and computer code used for reproducing the results in Jin, Tuo, Tiwari, Bukkapatnam, Aracne-Ruddle, Lighty, Hamza, and Ding, 2022, “Hypothesis tests with functional data for surface quality change detection in surface finishing processes,” <em>IISE Transactions</em>, in press.
description: {"references": ["Jin, Tuo, Tiwari, Bukkapatnam, Aracne-Ruddle, Lighty, Hamza, and Ding, 2022, \"Hypothesis tests with functional data for surface quality change detection in surface finishing processes,\" IISE Transactions, in press.."]}
DOI: 10.25318/9810003501-fra
title: Grands groupes d’âge et sexe : Canada et régions métropolitaines de recensement

description: Donnéees sur les grands groupes d’âge et le sexe pour la population du Canada et des régions métropolitaines de recensement.
DOI: 10.6084/m9.figshare.19763398
title: Honey bees respond to multimodal stimuli following the Principle of Inverse Effectiveness_Dataset

description: Readme file for JEB243832 Journal of Experimental Biology (2022) 225, jeb243832. doi:10.1242/jeb.243832 <strong>Honey bees respond to multimodal stimuli following the Principle of Inverse Effectiveness</strong> Oswaldo Gil-Guevara1, *, Hernan A. Bernal2 and Andre J. Riveros1,3, * 1Departamento de Biología, Facultad de Ciencias Naturales, Universidad del Rosario. Cra. 26 #63B-48. Bogotá. Colombia. Bogotá, Colombia 2Programa de Ingeniería Biomédica, Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario. Bogotá, Colombia 3Department of Neuroscience. University of Arizona, Tuczon, AZ, 85721 USA. * Corresponding authors: 1*O.G., 1*O.G., oswaldo.gil.g@urosario.edu.co 1,3*A.J.R., ajosafat@email.arizona.edu ; andre.riveros@urosario.edu.co <strong>Readme:</strong> Data was collected using a variation of the conditioning of the proboscis extension response (PER) protocol (Giurfa and Sandoz, 2012; Matsumoto et al., 2012). We adapted a training apparatus that allows both precise and automatic delivery of olfactory and visual stimuli (Fig. 1A) (Jernigan et al., 2014; Riveros and Gronenberg, 2009; Riveros et al., 2020). We employed custom software in Processing and Arduino UNO to control airflow output from a set of pumps limited by electronic valves and electric currents connected to a set of LED lights (see methods). Data was processed directly into excel sheets and from there into R (RStudio) (R Core Team, 2021). The first three columns are categorical variables describing treatment distribution. The first column represents the treatments employed divided into modalities (olfaction, visual and bimodal) at three different intensities (low, mid, and high). The second column divides data into modalities (without differentiating the intensity) and the third column describes intensity (without differentiating the modality). The fourth column counts the number of individuals per individual treatment; the fifth column counts the consecutive number of individuals employed in the experiments. The sixth column represents the consecutive number of trials in which individual bees received the stimuli during the PER protocol. The seventh column shows the binary response (PER response). Finally, the eight-column shows the latency time to PER response.
DOI: 10.6084/m9.figshare.19763398.v1
title: Honey bees respond to multimodal stimuli following the Principle of Inverse Effectiveness_Dataset

description: Readme file for JEB243832 Journal of Experimental Biology (2022) 225, jeb243832. doi:10.1242/jeb.243832 <strong>Honey bees respond to multimodal stimuli following the Principle of Inverse Effectiveness</strong> Oswaldo Gil-Guevara1, *, Hernan A. Bernal2 and Andre J. Riveros1,3, * 1Departamento de Biología, Facultad de Ciencias Naturales, Universidad del Rosario. Cra. 26 #63B-48. Bogotá. Colombia. Bogotá, Colombia 2Programa de Ingeniería Biomédica, Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario. Bogotá, Colombia 3Department of Neuroscience. University of Arizona, Tuczon, AZ, 85721 USA. * Corresponding authors: 1*O.G., 1*O.G., oswaldo.gil.g@urosario.edu.co 1,3*A.J.R., ajosafat@email.arizona.edu ; andre.riveros@urosario.edu.co <strong>Readme:</strong> Data was collected using a variation of the conditioning of the proboscis extension response (PER) protocol (Giurfa and Sandoz, 2012; Matsumoto et al., 2012). We adapted a training apparatus that allows both precise and automatic delivery of olfactory and visual stimuli (Fig. 1A) (Jernigan et al., 2014; Riveros and Gronenberg, 2009; Riveros et al., 2020). We employed custom software in Processing and Arduino UNO to control airflow output from a set of pumps limited by electronic valves and electric currents connected to a set of LED lights (see methods). Data was processed directly into excel sheets and from there into R (RStudio) (R Core Team, 2021). The first three columns are categorical variables describing treatment distribution. The first column represents the treatments employed divided into modalities (olfaction, visual and bimodal) at three different intensities (low, mid, and high). The second column divides data into modalities (without differentiating the intensity) and the third column describes intensity (without differentiating the modality). The fourth column counts the number of individuals per individual treatment; the fifth column counts the consecutive number of individuals employed in the experiments. The sixth column represents the consecutive number of trials in which individual bees received the stimuli during the PER protocol. The seventh column shows the binary response (PER response). Finally, the eight-column shows the latency time to PER response.
DOI: 10.6084/m9.figshare.19763497
title: create_3D_vessel_first.m

description: Convert 2D vasculature image to 3D
DOI: 10.6084/m9.figshare.19763497.v1
title: create_3D_vessel_first.m

description: Convert 2D vasculature image to 3D
DOI: 10.5525/gla.researchdata.1290
title: Estimating prevalence and predictors of musculoskeletal disorders in Tanzania – A pilot study

description: Dataset contains individual participant records for the data gathered in the study as described. Variables included are the outcome measures analyses and all additional variables considered in analyses and summarised in the paper.
DOI: 10.6084/m9.figshare.19763494
title: create_3D_vessel_second.m

description: 2D vasculature image convert to 3D using Matlab 2
DOI: 10.6084/m9.figshare.19763494.v1
title: create_3D_vessel_second.m

description: 2D vasculature image convert to 3D using Matlab 2
DOI: 10.5281/zenodo.6546702
title: Data from the field experiment on katabatic winds on a steep slope (Grand Colon, French Alps), February 2019

description: These are the data from the field experiment described in the paper 'Katabatic winds over steep slopes: overview of a field experiment designed to investigate slope-normal velocity and near surface turbulence' by CHARRONDIERE, C., BRUN, C., COHARD, J.M., SICART, J.E., OBLIGADO, M., BIRON, R., COULAUD, C. & GUYARD, H. (2022), Boundary-Layer Meteorol. 187, 29-54.
description: {"references": ["Charrondi\u00e8re, C., Brun, C., Cohard, JM. et al. Katabatic Winds over Steep Slopes: Overview of a Field Experiment Designed to Investigate Slope-Normal Velocity and Near-Surface Turbulence. Boundary-Layer Meteorol 182, 29\u201354 (2022). https://doi.org/10.1007/s10546-021-00644-y", "Charrondi\u00e8re, C., Brun, C., Hopfinger, E., Cohard, J., & Sicart, J. (2022). Mean flow structure of katabatic winds and turbulent mixing properties. Journal of Fluid Mechanics, 941, A11. doi:10.1017/jfm.2022.281"]}
DOI: 10.5281/zenodo.6546701
title: Data from the field experiment on katabatic winds on a steep slope (Grand Colon, French Alps), February 2019

description: These are the data from the field experiment described in the paper 'Katabatic winds over steep slopes: overview of a field experiment designed to investigate slope-normal velocity and near surface turbulence' by CHARRONDIERE, C., BRUN, C., COHARD, J.M., SICART, J.E., OBLIGADO, M., BIRON, R., COULAUD, C. & GUYARD, H. (2022), Boundary-Layer Meteorol. 187, 29-54.
description: {"references": ["Charrondi\u00e8re, C., Brun, C., Cohard, JM. et al. Katabatic Winds over Steep Slopes: Overview of a Field Experiment Designed to Investigate Slope-Normal Velocity and Near-Surface Turbulence. Boundary-Layer Meteorol 182, 29\u201354 (2022). https://doi.org/10.1007/s10546-021-00644-y", "Charrondi\u00e8re, C., Brun, C., Hopfinger, E., Cohard, J., & Sicart, J. (2022). Mean flow structure of katabatic winds and turbulent mixing properties. Journal of Fluid Mechanics, 941, A11. doi:10.1017/jfm.2022.281"]}
DOI: 10.25345/c59p2w96n
title: MassIVE MSV000089469 - GNPS Casearia arborea DCM dataset
title: UPLC-DAD-ESI-(+)-HRMS/MS analysis of dichloromethane phase obtained from liquid/liquid partition of crude methanolic extract from leaves of Casearia arborea. The blank is included, representing the solvents used in chromatographic procedures steps.
DOI: 10.5281/zenodo.6547093
title: Banca dati emigrati salemitani riscontrati nell'elenco di Ellis Island

description: Banca dati emigrati salemitani riscontrati nell'elenco di Ellis Island. Questa banca dati è stata creata in occasione della ricerca dottorale dal titolo " Cento anni di emigrazione in Sicilia. Il caso di Salemi (1880- 1980)" realizzata nell'Università di Granada nel programma di dottorato de Estudios Migratorios.
DOI: 10.5281/zenodo.6547092
title: Banca dati emigrati salemitani riscontrati nell'elenco di Ellis Island

description: Banca dati emigrati salemitani riscontrati nell'elenco di Ellis Island. Questa banca dati è stata creata in occasione della ricerca dottorale dal titolo " Cento anni di emigrazione in Sicilia. Il caso di Salemi (1880- 1980)" realizzata nell'Università di Granada nel programma di dottorato de Estudios Migratorios.
DOI: 10.34740/kaggle/dsv/3511063
title: MLEnd Hums and Whistles
DOI: 10.5281/zenodo.6530914
title: Dataset for Surface waves prediction based on acoustic backscattering

description: Underwater acoustic measurements dataset is represented by three types of files “.raw", “.mat", ".dat" as follows:<br> * “.raw" format also represented by three types of data.<br> - “...search.raw" files contain complex envelop from all hydrophones calculated at four emitted frequencies<br> - “...chan.raw" files is a signal in a wide band from one of the hydrophones - for control and noise analysis.<br> - the largest files are the raw wideband signal from all hydrophones. One such file was saved per eight-hour sound emission cycle.<br> * Spectrogram files are saved in MATLAB format “.mat” v7 . Phasing of the antenna array (all-round view) and calculation of window spectra near each emitted pulse was carried out.<br> * ".dat" files contain features of the average spectrum of the backscattered signal.<br> * Direct measurements of surface wave characteristics, made by a Datawell DWR-G4 wave-rider buoy, accompanied the acoustic measurements. This data is included too. In this archive, we upload all available files of the "dat" and "mat" type and a limited number of "raw" files. You may unpack all ".tar.gz" files into one folder, preserving the directory tree, existing in the archives. Users should refer to the included “.pdf” file for the data format description and to a published preprint for a description of the experimental conditions and instrumentation characteristics. See [arXiv:arXiv:2204.10153] via https://arxiv.org/abs/2204.10153 (Also check when the link is updated to the journal paper) The authors are grateful to their colleges, who helped during the expedition. Data acquisition would be impossible without their contribution. This research was supported by the Russian Science Foundation, grant number 20-77-10081 (the expedition and motivation for study) and the State Contract with the Ministry of Education and Science of the Russian Federation, grant number 0030-2021-0017 (the instruments for underwater acoustic measurements).
DOI: 10.5281/zenodo.6546964
title: Single-cell datasets for distribution-based sketching

description: Contains preprocessed single-cell data for sketching single-cell samples. Preprocessed adata objects can be accessed using the 'read_h5ad' function in Scanpy. The HIV Vaccine Trials Network (HVTN) Flow Cytometry dataset (hvtn_preprocessed.h5ad) was originally downloaded from the Flow Repository under Repository ID FR-FCM-ZZZV (http://flowrepository.org/id/FR-FCM-ZZZV). The preeclampsia CyTOF dataset (preeclampsia_preprocessed.h5ad) was originally downloaded from the Flow Repository under Repository ID FR-FCM-ZYRQ (http://flowrepository.org/id/FR-FCM-ZYRQ). The NK-Cell CyTOF dataset (nk_cell_preprocessed.h5ad) from Ref. (https://www.nature.com/articles/ncomms14825) was originally downloaded from (https://github.com/eiriniar/CellCnn). The multiple sclerosis (MS) single-cell RNA sequencing dataset of peripheral blood samples (ms_preprocessed.h5ad) from Ref. (https://www.nature.com/articles/s41467-019-14118-w) was originally accessed from the Gene Expression Omnibus using the accession code GSE138266 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE138266).
DOI: 10.5281/zenodo.6546963
title: Single-cell datasets for distribution-based sketching

description: Contains preprocessed single-cell data for sketching single-cell samples. Preprocessed adata objects can be accessed using the 'read_h5ad' function in Scanpy. The HIV Vaccine Trials Network (HVTN) Flow Cytometry dataset (hvtn_preprocessed.h5ad) was originally downloaded from the Flow Repository under Repository ID FR-FCM-ZZZV (http://flowrepository.org/id/FR-FCM-ZZZV). The preeclampsia CyTOF dataset (preeclampsia_preprocessed.h5ad) was originally downloaded from the Flow Repository under Repository ID FR-FCM-ZYRQ (http://flowrepository.org/id/FR-FCM-ZYRQ). The NK-Cell CyTOF dataset (nk_cell_preprocessed.h5ad) from Ref. (https://www.nature.com/articles/ncomms14825) was originally downloaded from (https://github.com/eiriniar/CellCnn). The multiple sclerosis (MS) single-cell RNA sequencing dataset of peripheral blood samples (ms_preprocessed.h5ad) from Ref. (https://www.nature.com/articles/s41467-019-14118-w) was originally accessed from the Gene Expression Omnibus using the accession code GSE138266 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE138266).
DOI: 10.34740/kaggle/dsv/3511081
title: MLEnd Small Hums and Whistles
DOI: 10.5517/ccdc.csd.cc2bg9pt
title: CCDC 2158706: Experimental Crystal Structure Determination

description: Related Article: Hannes Vitze, Michael Bolte, Matthias Wagner|2022|CSD Communication|||
DOI: 10.6084/m9.figshare.19763533
title: Makassar_Data

description: Makassar Strait data
DOI: 10.5281/zenodo.6547128
title: Banca dati emigrati trapanesi riscontrati nell'elenco CEMLA

description: Questa banca dati è stata creata in occasione della ricerca dottorale dal titolo " Cento anni di emigrazione in Sicilia. Il caso di Salemi (1880- 1980)" realizzata nell'Università di Granada nel programma di dottorato de Estudios Migratorios.
DOI: 10.5281/zenodo.6547127
title: Banca dati emigrati trapanesi riscontrati nell'elenco CEMLA

description: Questa banca dati è stata creata in occasione della ricerca dottorale dal titolo " Cento anni di emigrazione in Sicilia. Il caso di Salemi (1880- 1980)" realizzata nell'Università di Granada nel programma di dottorato de Estudios Migratorios.
DOI: 10.6084/m9.figshare.19763530
title: Supplementary Material – Occurrence and distribution of Scrippsiella cf. acuminata (Dinophyta, Thoracospharaceae) in a tropical estuarine gradient

description: <strong>Table S1 –</strong> Environmental variables and cell density of <em>Scripssiella </em>cf.<em> acuminata </em>in the Paraguaçu River Estuary per month. LRC = Lower River Course; IB = Iguape Bay; PC = Paraguaçu Channel; &lt; d.L (below detection level). <br> This Supplementary Material is part of the Short Communication &lt;10.1590/2175-7860202273068&gt;
DOI: 10.6084/m9.figshare.19763590
title: Makassar_Data_separate

description: separate files for the makassar strait data
DOI: 10.6084/m9.figshare.19763590.v1
title: Makassar_Data_separate

description: separate files for the makassar strait data
DOI: 10.25318/4210002401-eng
title: Parent and guardian reasons for using main child care arrangement for children aged 0 to 5 years, by Indigenous identity

description: Percentage of children aged 0 to 5 years by parent and guardian reasons for using main early learning and child care arrangement (including location, affordable cost, and hours of operation) and by Indigenous identity.
DOI: 10.25318/4210002401-fra
title: Raisons des parents et des tuteurs justifiant le recours à leur mode de garde principal pour les enfants âgés de 0 à 5 ans, selon l’identité autochtone

description: Pourcentage d'enfants âgés de 0 à 5 ans selon les raisons des parents et des tuteurs justifient le recours à leur mode d'apprentissage et de garde des jeunes enfants principal (y compris l'emplacement, le coût abordable, et les heures d'ouverture) et selon l'identité autochtone.
DOI: 10.5281/zenodo.6547145
title: GPT-J Code Clone Detection

description: This is the dataset of GPT-J code clone detection. 'data/' folder contains the data to replicate our study. 'code/' folder contains the code to replicate our study. Each folder has its own README, please check the details there.
DOI: 10.5281/zenodo.6547150
title: 149 family representatives (Alphaproteobacteria)

description: Representatives of 149 families of Alphaproteobacteria from GTDB.
DOI: 10.5281/zenodo.6547149
title: 149 family representatives (Alphaproteobacteria)

description: Representatives of 149 families of Alphaproteobacteria from GTDB.
DOI: 10.25318/4210002501-eng
title: Reasons for not using any child care arrangement for children aged 0 to 5 years, by Indigenous identity

description: Percentage of children aged 0 to 5 years by reasons for not using any child care arrangement (including maternity/parental leave, the cost, and the child being in kindergarten) and by Indigenous identity.
DOI: 10.5281/zenodo.6514058
title: 149 alphaproteobacterial family representatives

description: Representatives of 149 alphaproteobacterial families from GTDB.
DOI: 10.5281/zenodo.6514057
title: 149 alphaproteobacterial family representatives

description: Representatives of 149 alphaproteobacterial families from GTDB.
DOI: 10.48370/ofd/4vgplv
title: Sorex araneus - 1, Zoological collection of the Mammal Research Institute, PAS

description: Sorex araneus (Common shrew) from Zoological collection of the Mammal Research Institute, PAS. Collected 1952-07-08, in: Białowieża National Park), Poland. Material type:
DOI: 10.25318/4210002501-fra
title: Raisons de ne pas avoir recours à un mode de garde pour les enfants âgés de 0 à 5 ans, selon l’identité autochtone

description: Pourcentage d'enfants âgés de 0 à 5 ans selon les raisons de ne pas avoir recours à un mode de garde (y compris le fait d'être en congé de maternité ou en congé parental, le coût, et le fait que l'enfant est à la maternelle) et selon l'identité autochtone.
DOI: 10.25318/4210002601-eng
title: Difficulty finding a child care arrangement for children aged 0 to 5 years, by Indigenous identity

description: Difficulties for parents and guardians in finding a child care arrangement, children aged 0 to 5 years, by Indigenous identity.
DOI: 10.25318/4210002601-fra
title: Difficultés à trouver un service de garde pour les enfants âgés de 0 à 5 ans, selon l’identité autochtone

description: Difficultés des parents et des tuteurs à trouver un mode de garde, enfants âgés de 0 à 5 ans, selon l'identité autochtone.
DOI: 10.25318/4210002701-eng
title: Type of difficulties for parents and guardians in finding a child care arrangement for children aged 0 to 5 years, by Indigenous identity

description: Percentage of children aged 0 to 5 years by type of difficulties encountered in finding early learning and child care arrangements and by Indigenous identity.
DOI: 10.25318/4210002701-fra
title: Type de difficultés des parents et des tuteurs à trouver un service de garde pour les enfants âgés de 0 à 5 ans, selon l’identité autochtone

description: Pourcentage d'enfants âgés de 0 à 5 ans selon le type de difficultés rencontré dans la recherche de différents modes d'apprentissage et de garde des jeunes enfants et selon l'identité autochtone.
DOI: 10.25318/4210002801-eng
title: Consequences of having encountered difficulties in finding child care for children aged 0 to 5 years, by Indigenous identity

description: Percentage of children aged 0 to 5 years whose parents and guardians encountered certain consequences as a result of having difficulty finding early learning and child care arrangements, by consequence and by Indigenous identity.
DOI: 10.25318/4210002801-fra
title: Conséquences des difficultés à trouver un service de garde pour les enfants âgés de 0 à 5 ans, selon l’identité autochtone

description: Pourcentage d'enfants âgés de 0 à 5 ans dont les parents et les tuteurs subissent certaines conséquences découlant de la difficulté à trouver un mode d'apprentissage et de garde des jeunes enfants, selon les conséquences et l'identité autochtone.
DOI: 10.25318/4210002901-eng
title: Use of non-parental child care in the evenings or on weekends, children aged 0 to 5 years

description: Percentage of children aged 0 to 5 years participating in non-parental child care in the evenings or on weekends.
DOI: 10.25318/4210002901-fra
title: Recours à des services de garde fournis par une personne non apparentée le soir ou la fin de semaine, enfants âgés de 0 à 5 ans

description: Pourcentage d'enfants âgés de 0 à 5 ans recevant des services de garde fournis par une personne non apparentée le soir ou la fin de semaine.
DOI: 10.25318/4510004801-fra
title: La solitude selon le genre et la province

description: Pourcentage de personnes âgées de 15 ans et plus selon la fréquence à laquelle elles se sentent seules, selon le genre, à l’échelle du Canada, des régions et des provinces.
DOI: 10.25318/4510004801-eng
title: Loneliness by gender and province

description: Percentage of persons aged 15 years and over by frequency with which they feel lonely, by gender, for Canada, regions and provinces.
DOI: 10.25318/4510004901-eng
title: Loneliness by gender and other selected sociodemographic characteristics

description: Percentage of persons aged 15 years and over by frequency with which they feel lonely, by gender and other selected sociodemographic characteristics: age group; immigrant status; visible minority group; Indigenous identity; persons with a disability, difficulty or long-term condition; LGBTQ2+ people; highest certificate, diploma or degree; main activity; and population centres and rural areas.