cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.8161430.v5
title: Computer vision to automatically assess infant neuromotor risk

description: Computer vision to automatically assess infant neuromotor risk<br><br>Claire Chambers, Nidhi Seethapathi, Rachit Saluja, Helen Loeb, Samuel Pierce, Daniel Bogen, Laura Prosser, Michelle J. Johnson, and Konrad Paul Kording<br>Code and instructions: https://github.com/cchamber/Infant_movement_assessment<br>This data set contains:- System to extract pose estimates from video. (pose_extraction.zip)- Zip file with 'data' and 'models' folders to add to code repository (infant_movement_assessment_repo_files.zip) - Meta-data of YouTube videos in normative database of healthy infant movement (meta_data_youtube_dataset.csv) - Meta-data of at-risk infant videos recorded in laboratory (meta_data_clinical_dataset.csv) - Raw pose estimates from YouTube videos included in normative database of healthy infant movement (pose_estimates_youtube_dataset.csv) - Raw pose estimates from videos recorded in laboratory (pose_estimates_clinical_dataset.csv)- URLs of YouTube videos used to adapt pose-estimation algorithm (URL_labelled_dataset.csv)- URLs of YouTube videos used for normative database of healthy infant movement (URL_pose_dataset.csv)- Search terms used to find infant videos on YouTube for adapting OpenPose and to include in the normative database of healthy infant movement (search_terms.txt)- Visualization of kinematic features- Supplemental table describing infants tested in the laboratory<br><br>
DOI: 10.60893/figshare.jcp.26820346.v1
title: Supplementary Material

description: Cartesian coordinates of all atoms in the ab initio predicted optimized structures in Figure 4 and the two structures consistent with experimental spectroscopic constants in Figure 6 (Table S1), and observed transition frequencies with assignments and residuals (observed minus calculated) for three isotopologues of cis-1,2-difluoroethylene-HCl (Tables S2-S4).
DOI: 10.17632/sbhch9pxwh
title: A Bluetooth Dataset for Proximity Detection in Indoor Environments Collected with Smartphones

description: How to cite this work:

Michele Girolami, Davide La Rosa, Paolo Barsocchi, "A CrowdSensing-based approach for proximity detection in indoor museums with Bluetooth tags", Ad Hoc Networks, Volume 154, 2024, 103367, ISSN 1570-8705,
https://doi.org/10.1016/j.adhoc.2023.103367.


The dataset contains 32 folders, named R<i>, <i> corresponds to the test number (R1 to R32).

 Each folder contains 2 files:
- -beacons.csv: the file with the raw data

 - timestamp: Unix timestamps in millis

 - name: name of the artwork

 - address: MAC address of the artwork's tag

 - major: ID of the artwork

 -rssi: RSSI value expressed in dBm estimated by the receiving device

--groundtruth.csv: the with the ground truth

 - timestamp: Unix timestamps in millis

 - event: the type of event associated with the entry. IN: visit check-in, OUT: visit check-out

 - artwork: ID of the artwork</i></i>
DOI: 10.6084/m9.figshare.26759917.v2
title: Seolhyang Phase-2

description: The following is the description of files.Sequence files were zipped<br><br><br>#######Phase-2 genome file##########Sulhyang_Hap2_vf.zip: #non-masked genomePhase-1.gff3: protein coding genes annotation file.Sulhyang_Hap2_masked.zip: #Hard-masked genomeH2_gene_vf.zip: gene sequenceH2_mRNA_vf.zip: mRNA sequenceH2_protein_vf.zip: amino acid sequence for all mRNA <br><br>
DOI: 10.6084/m9.figshare.26828050.v1
title: Coarse-grain MD input files and trajectories, antibody reach

description: Sample coarse-grain molecular dynamics input and output files for simulating the molecular reach of SARS-CoV-2 RBD binding antibody FD-11A. Simulations are steered molecular dynamics trajectories.
DOI: 10.6084/m9.figshare.28931087.v1
title: Machine learning models and data (from EJRH-S-25-00349)

description: <b>Advancing sediment modeling in large reservoir systems: Insights from multi-scale process coupling and machine learning</b>Yuning Tan <sup>a, b</sup>, Huaixiang Liu<sup> b*</sup>, Yongjun Lu<sup> b</sup>, Zhili Wang<sup> b</sup>, Wenjie Li<sup> a</sup><sup>a</sup> National Inland Waterway Regulation Engineering Research Center, Chongqing Jiaotong University, Chongqing 400074, China<sup>b</sup> State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Nanjing Hydraulic Research Institute, Nanjing 210029, ChinaFirst author: yntan@cqjtu.edu.cn (Yuning Tan)Corresponding author: liuhx@nhri.cn (Huaixiang Liu)<br>
DOI: 10.6084/m9.figshare.6725081.v1
title: Appendix 4.3.4: PAML-BEB selected site analysis

description: To validate our findings from aBSREL and MEME using a different method, we applied Phylogenetic Analysis by Maximum Likelihood (PAML) branch by site analysis to the luciferase sequences. We tested the alternative hypothesis, that there is a class of sites under selection (ω &gt; 1) on the EAncLuc ancestral branch identified as under selection in the aBSREL analysis, against the null hypotheses, that all classes of sites on all branches are evolving either under constraint (ω &lt; 1) or neutrality (ω = 1). A likelihood ratio test supported the alternative hypothesis, that 13% of sites in luciferase were in a positively selected class (ω = 3.25). Subsequent Bayes Empirical Bayes (BEB) estimation identified 31 sites with evidence of selection on these branches, 5 of which were significant. <br>
DOI: 10.6084/m9.figshare.7562435.v1
title: Efficacy of heavy eccentric calf training for treating mid-portion Achilles tendinopathy: a systematic review and meta-analysis

description: Dataset for published article.
DOI: 10.6084/m9.figshare.9890399.v1
title: The gtf of A3 generate by SUPPA2

description: The gtf of A3 generate by SUPPA2
DOI: 10.17632/2szfvnjc6x
title: The influence of gender-neutral advertising on digital consumers’ advertising attitudes

description: Gender-neutral advertising has become an important approach in terms of digital consumers, shifting from traditional stereotyped values towards the inclusiveness of both genders. To examine the influence of gender-neutral advertising on digital consumers, we measured the attitude towards gender-neutral and gender-stereotyped advertisements. To this end, a  questionnaire and within-study design were employed to gather responses to three advertisements of both types from the prevailing industries (beauty, kids, care). Respondents, recognised as digital consumers, showed a significantly higher advertising attitude score for gender-neutral advertisements, while socio-demographic variables were not recognised as covariates. The results have important implications for marketers and researchers, since neutral-gender advertising may outperform the traditional values of targeted gender marketing practices, and become the  prevailing form of gaining favourable impacts in young digital consumers.
DOI: 10.17632/nb8w26vhny
title: Data underlying the publication: Effects of different planting patterns on rhizosphere soil nutrients and microbial communities of rice

description: The data includes rhizosphere soil nutrient and enzyme activity content of rice in various growth stages under different planting patterns( Rice-Potato, Rice-Rapeseed, Rice-Fallow);and for the rhizosphere soil microorganisms of rice in different growth stages under different planting patterns, 16sRNA high-throughput sequencing was used to obtain the raw sequence RAW.DATA. After quality control, ASV classification was conducted based on 100% similarity, and the ASV annotation information was obtained by comparing and annotating with the Silva database.
DOI: 10.6084/m9.figshare.24504154.v1
title: MTtrans Model weight

description: <b>About this figshare deposit:</b>This figshare item is to store the weights of trained models. For source code and reproducibility about the study, please visit our github repository: https://github.com/holab-hku/MTtrans.<br><b>The naming of classes of model</b>: <b>M</b> stands for MPRA (Sample et al). <b>R</b> stands for ribosome profiling (Cao et al). As MTtrans is a multi-task model which aims to integrate different techniques, different combination of M and R leads to many different model classes. For example, <code><strong>3M</strong></code> means using 3 MPRA datasets to collectively train one MTtrans model, the resulting model will have 3 GRU tower. <code><strong>sMR</strong></code> means a sub-sampled MPRA was used together with a RP dataset.<b>Model checkpoints and configs</b>files name after <code>.pth</code> is the pytorch checkpoint file and <code>_cv%d</code> stands for different training repeats. Those name after <code>.ini</code> are the configuration files recording the hyper parameters and all other training settings.<code><strong>small_repective_filed_strides1113-model_best_cvx.pth</strong></code><b> </b>: the 3M model in the paper. The training process of model involves 3 MPRA datasets and <code><strong>V_PC3_RMSprop-model_best_cvx.pth</strong></code>: model sMR in the paper, which integrates a sub-sampled MRPA and the PC3 datasets<b>V_muscle_RMSprop-model_best_cvx.pth </b>: sMR model which use muscle RP dataset.<b>V_293_RMSprop-model_best_cvx.pth</b> : sMR model which trains on HEK293 RP dataset.
DOI: 10.17632/6v6ht5mcvg
title: Delphi-discussion on overtourism

description: This report reveals the results of the Delphi-study conducted in International School of Management in 2019. The quantitative and qualitative results are presented for 3 rounds of expert-discussion.
DOI: 10.6084/m9.figshare.13125524.v2
title: Output from the MarsWRF atmospheric model for the InSight landing site

description: Data from the MarsWRF atmospheric model used in Baker et al., (2020), "Evidence for vortex-dominated aeolian activity at InSight's landing site."<br>Includes two netCDF files, one with minute-by-minute predictions for the InSight landing site across a full "clear" Mars year (WRFgridA_InSight.nc) and another that includes the effects of a regional dust storm (WRFgridA_InSight_RDS.nc) but only covers the time period from landing to Ls 0. <br>Variables contained within both files:Sol = 'sol'Solar Longitude = 'ls'Tangential velocity = 'vtang'Threshold tangential velocity = 'vtangt'<br>Dust devil activity = 'dda'Wind direction = 'hmag'Atmospheric pressure = 'pres'Air temperature = 'tair'Friction speed = 'ust'<br>
DOI: 10.6084/m9.figshare.3529304.v1
title: Appendix A. Mathematical details of the continuous-time correlated random walk (CTCRW) model.

description: Mathematical details of the continuous-time correlated random walk (CTCRW) model.
DOI: 10.6084/m9.figshare.26955862.v1
title: BLB UAV Dataset

description: The dataset for model training
DOI: 10.17632/tb6bkc3g5m
title: Analyzed data on fiber-reinforced cementitious composite subjected to high temperature

description: Analyzed data for manuscript entitled "A multiscale investigation on the performance improvement of fiber-reinforced cementitious composites after exposure to high temperatures" in Cement and Concrete Composites, and co-submitted article entitled “Experimental dataset on the residual performance of fiber-reinforced cementitious composite subjected to high temperature” in Data in Brief.
DOI: 10.4121/14236922.v1
title: Data underlying the publication: nZVI impacts substrate conversion and microbiome composition in lactate-based chain elongation from D- and L-lactate substrates

description: Medium-chain carboxylates (MCC) derived from biomass biorefining are attractive biochemicals to uncouple the production of a wide array of products from the use of non-renewable sources. Biological conversion of biomass-derived lactate during secondary fermentation can be steered to produce a variety of MCC through chain elongation. We explored the effects of zero-valent iron nanoparticles (nZVI) and lactate enantiomers on substrate consumption, product formation and microbiome composition in batch lactate-based chain elongation.
DOI: 10.6084/m9.figshare.15042633.v2
title: Depleted Database Annotation Results

description: Annotation of 34 NCBI GenBank/RefSeq genomes using depleted databases for the preprint "The high-throughput gene prediction of more than 1,700 eukaryote genomes using the software package EukMetaSanity" by Neely, Hu, Alexander, and Tully, 2021<br>Extract files with the command:<br>tar -xzvf eukmetasanity.20210722.Depleted.tar.gz
DOI: 10.6084/m9.figshare.19114910.v3
title: The high spatial resolution multi-scale daily SPEI raster dataset over China from 1979 to 2018

description: The daily SPEI raster datasets of high spatial resolution in different timescales over China from 1979 to 2018 were developed based on the China Meteorological Forcing Dataset. It has a spatial resolution of 0.1° × 0.1°, a temporal resolution of 1-day, and the timescales of 30-, 90-, and 360-day. All data are in NetCDF format.
DOI: 10.17632/3vyjkm9jgw
title: An open-source toolbox for multiphase flow in porous media

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract Multiphase flow in porous media provides a wide range of applications: from the environmental understanding (aquifer, site-pollution) to industrial process improvements (oil production, waste management). Modeling of such flows involves specific volume-averaged equations and therefore specific computational fluid dynamics (CFD) tools. In this work, we develop a toolbox for modeling multiphase flow in porous media with OpenFOAM®, an open-source platform for CFD. The underlying idea of this app... Title of program: porousMultiphaseFoam Catalogue Id: AEUR_v1_0 Nature of problem This software solves multiphase flow in porous media. Versions of this program held in the CPC repository in Mendeley Data AEUR_v1_0; porousMultiphaseFoam; 10.1016/j.cpc.2014.10.005
DOI: 10.17632/gvygz8cnw9
title: Calabrese Whole Genome CRISPR Activation library in BE(2)-C Neuroblastoma cells - NGS dataset of library population

description: NGS data to confirm representative and balanced creation of the Calabrese whole genome activation library sets A and B in BE(2)-C neuroblastoma cells. 
Human Calabrese CRISPR Activation Pooled Library (Set A and B) was a gift from David Root and John Doench (Addgene #1000000111).
BE(2)-C cells from ATCC CRL-2268.
DOI: 10.6084/m9.figshare.28014950.v1
title: Ceyrei.mito.fasta.fasta

description: The mitochondrial genome of <i>Castanopsis eyrei</i>
DOI: 10.6084/m9.figshare.29083508.v1
title: Gridded data of embodied carbon from lime

description: 5,538,063 records are weight in urban building ECE of lime in two urban agglomerations from 2000 to 2020 at 500×500m grid scale.
DOI: 10.17632/rjpwj7rx9y
title: Escala de ciberactivismo entre estudiantes universitarios

description: 2. Muestra La muestra fue seleccionada de manera incidental entre los estudiantes de la Universidad de Almería durante el primer cuatrimestre del curso 2019-20. En total, respondieron al cuestionario completo 605 estudiantes de un total de 812 cuestionarios enviados a los universitarios matriculados en primero y segundo de la Facultad de Educación, con una tasa de respuesta del 74,5%. Si bien la tasa de respuesta es alta, la muestra además de basarse en un diseño no probabilístico tiene un cierto sesgo de edad (predominan jóvenes entre 17-19 años) y género (las mujeres son la mayoría). La matriz de datos en formato del paquete estadístico SPSS con toda la información detallada se encuentra disponible para descargar en Mendeley Data con el objeto de favorecer la transparencia y replicabilidad de los análisis (Fernández-Prados, 2020). 2. Instrumento El cuestionario contiene seis preguntas con un total de 21 items organizados en cuatro apartados, el primero con dos cuestiones sociodemográficas (sexo y edad), el segundo con otras dos preguntas relativas a la vía de acceso y dedicación diaria a internet, el tercero con una batería de cuatro ítems donde se interroga sobre finalidades y usos en internet (entretenerse, realizar trabajos universitarios, informarse y visitar redes sociales) sobre la base de una escala de frecuencia. Finalmente se plantea un listado de 11 acciones políticas y sociales en internet basadas en las recogidas en cuestionarios de encuestas nacionales e internacionales y las escalas de ciudadanía digital, con cuatro opciones de respuesta (“No lo he hecho y nunca lo haría”; “No lo he hecho, pero lo haría” “Lo he hecho anteriormente” y “Lo he hecho en los últimos 12 meses”). El análisis de fiabilidad de los 11 items alcanzó un alto coeficiente o alfa de Cronbach (.834)
DOI: 10.17632/td3gxy2nb6
title: Root-driven modulation of heavy metal fate in urban trees under acid rain and sewage sludge co-stress

description: Plant growth and soil heavy metals
DOI: 10.17632/wmfcw7cksx
title: Aerosol delivery of star polymer-siRNA nanoparticles as a therapeutic strategy to inhibit lung tumor growth

description: These datasets were used for the manuscript "Aerosol delivery of star polymer-siRNA nanoparticles as a therapeutic strategy to
inhibit lung tumor growth". Here we performed an in-depth characterization of cell uptake, intracellular trafficking, and gene silencing activity of miktoarm star polymer (PDMAEMA-POEGMA) nanoparticles (star nanoparticles) complexed to siRNA in lung cancer cells. We also investigated the potential of nebulized star-siRNA nanoparticles to accumulate into orthotopic mouse lung tumors to inhibit the expression of two genes (βIII-tubulin, PLK1) which: 1) are highly expressed in lung cancer cells; 2) play an important role in promoting tumor growth; and 3) are difficult to inhibit using chemical drugs. All raw data are available below and quantitative analysis can be reproduced from this dataset.
DOI: 10.6084/m9.figshare.14307305.v1
title: Concrete produced with recycled aggregate: a durability analysis for structural use

description: abstract: Construction and Demolition waste (CDW) is already used in many European countries as recycled aggregates to produce concrete for structural purposes. In Brazil, its use is still restricted to concretes with no structural function. The consumption of aggregates for the production of concrete is very large, and enabling the use of recycled aggregates in the production of concrete is essential to transform the civil construction industry into a more sustainable one. This work aimed to study the parameters that affect the durability of C30 grade concrete, produced with different types of recycled aggregate. We defined four types of coarse aggregates for carrying out this work: the natural (AN), the concrete (ARCO), the cementitious materials (ARCI) and the treated cementitious materials (ARCI Treated). We adopted 30% substitution content of natural aggregate for recycled aggregates. The treatment of the ARCI aggregate consisted of the application of water and cement solution, aiming to reduce its water absorption capacity. We determine the physical and mechanical characteristics of the concrete, in addition to carrying out indirect measurement tests of durability, by determining the permeability to air, penetration and migration of chloride ions, and determination of the carbonation depth. The results indicate that the concrete using the ARCO type aggregate, produced with 100% crushed concrete, presented characteristics like the reference concrete, indicating the possibility that it can be applied to reinforced concrete structures. As for the ARCI type aggregate, it presented inferior results when compared to the concrete reference for the tests of indirect measurement of durability, however, the concrete displayed good mechanical properties. The concrete produced with the treated ARCI did not perform better than the concrete with ARCI for most of the evaluated characteristics, indicating that the proposed treatment was not adequate.
DOI: 10.6084/m9.figshare.6108392.v1
title: Infant and adult vocalizations in home audio recordings

description: High child vocalization rate 5-minute sections of LENA audio recordings, plus annotations of infant and adult vocalizations, times and types. Adult vocalizations are coded as T (infant-directed), N (other-directed), and U (to unknown).Infant vocalizations are coded as C (canonical), X (non-canonical non-reflexive), R (reflexive), and V (vegetative).Full LENA audio recordings are available on HomeBank in the Warlaumont Corpus.
DOI: 10.6084/m9.figshare.923450.v1
title: Synthetic total-field magnetic anomaly data and code to perform Euler deconvolution on it

description: Synthetic data, source code, and supplementary text for the article "Euler deconvolution of potential field data" by Leonardo Uieda, Vanderlei C. Oliveira Jr., and Valéria C. F. Barbosa. This is part of a tutorial submitted to The Leading Edge (http://library.seg.org/journal/tle). Results were generated using the open-source Python package Fatiando a Terra version 0.2 (http://www.fatiando.org). This material along with the manuscript can also be found at https://github.com/pinga-lab/paper-tle-euler-tutorial <strong>Synthetic data and model</strong> Examples in the tutorial use synthetic data generated with the IPython notebook create_synthetic_data.ipynb. File synthetic_data.txt has 4 columns: x (north), y (east), z (down) and the total field magnetic anomaly. x, y, and z are in meters. The total field anomaly is in nanoTesla (nT). File metadata.json contains extra information about the data, such as inclination and declination of the inducing field (in degrees), shape of the data grid (number of points in y and x, respectively), the area containing the data (W, E, S, N, in meters), and the model boundaries (W, E, S, N, top, bottom, in meters). File model.pickle is a serialized version of the model used to generate the data. It contains a list of instances of the PolygonalPrism class of Fatiando a Terra. The serialization was done using the cPickle Python module. <strong>Reproducing the results in the tutorial</strong> The notebook euler-deconvolution-examples.ipynb runs the Euler deconvolution on the synthetic data and generates the figures for the manuscript. It also presents a more detailed explanation of the method and more tests than went into the finished manuscript.
DOI: 10.17632/8jngtysctt
title: Replication dataset for J. Evans and G. Ivaldi, "Contextual effects of immigrant presence on populist radical right support: testing the ‘halo effect’ on FN voting in France", Comparative Political Studies.

description: Stata data and syntax for replication of "Contextual effects of immigrant presence on populist radical right support: testing the ‘halo effect’ on FN voting in France", Comparative Political Studies.
DOI: 10.17632/dwsxfrmrzp
title: Data for: Production of molecular weight fractionated hemicelluloses hydrolysates from spent coffee grounds combining hydrothermal extraction and a multistep ultrafiltration/diafiltration

description: Data for the Production of molecular weight fractionated hemicelluloses hydrolyzates from spent coffee grounds combining hydrothermal extraction and a multistep ultrafiltration/diafiltration