cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7896081
title: Unlabeled Sentinel 2 time series dataset (training, T31TDL): Self-Supervised Spatio-Temporal Representation Learning of Satellite Image Time Series

description: This is a part of the unlabeled Sentinel 2 (S2) L2A dataset composed of patch time series acquired over France used to pretrain U-BARN. For further details, see section IV.A of the pre-print article "Self-Supervised Spatio-Temporal Representation Learning Of Satellite Image Time Series" available here. Each patch is constituted of the 10 bands [B2,B3,B4,B5,B6,B7,B8,B8A,B11,B12] and the three masks ['CLM_R1', 'EDG_R1', 'SAT_R1']. The global dataset is composed of two disjoint datasets: training (9 tiles) and validation dataset (4 tiles). In this repo,<strong> only data from the S2 tile T31TDL</strong> are available. To download the full pretraining dataset, see: 10.5281/zenodo.7891924 <strong>Global unlabeled dataset description</strong> Dataset name S2 tiles ROI size Temporal extent Train T30TXT,T30TYQ,T30TYS,T30UVU, T31TDJ,T31TDL,T31TFN,T31TGJ,T31UEP 1024*1024 2018-2020 Val T30TYR,T30UWU,T31TEK,T31UER 256*256 2016-2019
DOI: 10.5522/04/19085834
title: The TAWOS dataset

description: TAWOS (Peacock in Farsi and Arabic) is a dataset of agile open-source software project issues mined from Jira repositories including many descriptive features (raw and derived). The dataset aims to be all-inclusive, making it well-suited to several research avenues, and cross-analyses therein. This dataset is described and presented in the paper "A Versatile Dataset of Agile Open Source Software Projects" authored by Vali Tawosi, Afnan Al-Subaihin, Rebecca Moussa and Federica Sarro. The paper is accepted at the 2022 Mining Software Repositories (MSR) conference. Citation information will be available soon. For further information please refer to "https://github.com/SOLAR-group/TAWOS".<br>
DOI: 10.7294/19284779.v1
title: Software for "Evaluating the Role of Land Surface Moisture in Generating Asymmetrical Precipitation during the Landfall of Hurricane Florence (2018)"

description: This is software and data to support the manuscript "Evaluating the Role of Land Surface Moisture in Generating Asymmetrical Precipitation during the Landfall of Hurricane Florence (2018)," which has been accepted for publication in the journal Atmosphere. The software includes all code that is necessary to follow and evaluate the work. Additional software that is not included in this repository includes the Weather Research and Forecasting (WRF) version 3.6.1, which is available for free at the following website: https://www2.mmm.ucar.edu/wrf/users/. We are also including the namelist, initial condition, and boundary condition files that were used to generate the WRF model output. The model output files are available upon request. Public datasets include (1) the Atlantic hurricane database (HURDAT2; https://www.nhc.noaa.gov/data/#hurdat), (2) NCEP Stage IV precipitation available from the NCAR/UCAR (https://data.eol.ucar.edu/dataset/21.093), (3) National Weather Service upper air sounding data available from the University of Wyoming (http://weather.uwyo.edu/upperair/), and (4) vertical wind shear data from the Statistical Hurricane Intensity Prediction Scheme (SHIPS; https://rammb2.cira.colostate.edu/research/tropical-cyclones/ships/).(HURDAT2; https://www.nhc.noaa.gov/data/#hurdat), (2) NCEP Stage IV precipitation available from the NCAR/UCAR (https://data.eol.ucar.edu/dataset/21.093), (3) National Weather Service upper air sounding data available from the University of Wyoming (http://weather.uwyo.edu/upperair/), and (4) vertical wind shear data from the Statistical Hurricane Intensity Prediction Scheme (SHIPS; https://rammb2.cira.colostate.edu/research/tropical-cyclones/ships/).
DOI: 10.7294/19284779
title: Software for "Evaluating the Role of Land Surface Moisture in Generating Asymmetrical Precipitation during the Landfall of Hurricane Florence (2018)"

description: This is software and data to support the manuscript "Evaluating the Role of Land Surface Moisture in Generating Asymmetrical Precipitation during the Landfall of Hurricane Florence (2018)," which has been accepted for publication in the journal Atmosphere. The software includes all code that is necessary to follow and evaluate the work. Additional software that is not included in this repository includes the Weather Research and Forecasting (WRF) version 3.6.1, which is available for free at the following website: https://www2.mmm.ucar.edu/wrf/users/. We are also including the namelist, initial condition, and boundary condition files that were used to generate the WRF model output. The model output files are available upon request. Public datasets include (1) the Atlantic hurricane database (HURDAT2; https://www.nhc.noaa.gov/data/#hurdat), (2) NCEP Stage IV precipitation available from the NCAR/UCAR (https://data.eol.ucar.edu/dataset/21.093), (3) National Weather Service upper air sounding data available from the University of Wyoming (http://weather.uwyo.edu/upperair/), and (4) vertical wind shear data from the Statistical Hurricane Intensity Prediction Scheme (SHIPS; https://rammb2.cira.colostate.edu/research/tropical-cyclones/ships/).(HURDAT2; https://www.nhc.noaa.gov/data/#hurdat), (2) NCEP Stage IV precipitation available from the NCAR/UCAR (https://data.eol.ucar.edu/dataset/21.093), (3) National Weather Service upper air sounding data available from the University of Wyoming (http://weather.uwyo.edu/upperair/), and (4) vertical wind shear data from the Statistical Hurricane Intensity Prediction Scheme (SHIPS; https://rammb2.cira.colostate.edu/research/tropical-cyclones/ships/).
DOI: 10.18112/openneuro.ds004471.v1.0.1
title: London Heath Sciences Center Parkinson's Disease Dataset (LHSCPD)
DOI: 10.23708/ftcmem
title: Benefit-risk associated with the consumption of fish bycatch from tropical tuna fisheries (Seychelles, 2018): sample fish data

description: This dataset compiles the data used in the paper "Benefit-risk associated with the consumption of fish bycatch from tropical tuna fisheries”. The study aimed to assess the nutritional value of 20 pelagic fish species belonging to 10 families and caught as bycatch in tropical tuna fisheries from the western Indian Ocean. We focused on their beneficial contents in proteins, fats and essential omega-3, and considered also the omega-6/omega-3 ratio and mercury content. The benefit-risk assessment used a hazard quotient for three people categories: young children, children and adults. The influence of fish length on the nutritional composition of muscle was also assessed. The dataset provides total mercury, EPA+DHA and protein concentrations for 175 fish individuals of 20 species taken as bycatch in tropical tuna fisheries of the western Indian Ocean, and landed in Seychelles in 2018 (18 fishing dates/geographical positions). It is made of 175 rows, corresponding to fish individuals, and 24 columns presenting samples’ ID, taxonomic rank, scientific name, sampling date and coordinates, individual fork length and weight, sex, individual total mercury, protein, EPA and DHA concentrations. Sample collection and analytical methods are presented in the corresponding paper.
DOI: 10.18112/openneuro.ds004470.v1.0.1
title: Stereotactic Neurosurgery Dataset (SNSX)
DOI: 10.6084/m9.figshare.19768410
title: Determinants of spoken language comprehension in children with cerebral palsy

description: To identify determinants of spoken language comprehension (SLC) in children with cerebral palsy (CP). Cross-sectional data of 207 children with CP were included: 82 toddlers (18 months–3;11 years), 59 preschool children (4;0–5;11 years), and 66 schoolchildren (6;0–8;11 years), across all Gross Motor Function Classification System (GMFCS) levels. SLC was assessed using the Computer-Based instrument for Low motor Language Testing (C-BiLLT). Potential determinants were retrieved from medical files and through parental questionnaires. Per developmental stage, multivariable regression analyses were used to assess determinants of SLC. Fifty-nine percent of the children showed below average SLC. Significant determinants for SLC differed per developmental stage. In toddlers: age, motor type, functional communication and speech function (<i>R</i><sup>2</sup> = 0.637); in preschool children: functional communication, speech function and language activities (<i>R</i><sup>2</sup> = 0.820), and in schoolchildren: functional communication, intellectual functioning and arm-hand functioning (<i>R</i><sup>2</sup> = 0.807). For all developmental stages, functional mobility was not a significant determinant. A large proportion of children with CP across all GMFCS levels have SLC impairments. Findings indicate that SLC is strongly determined by functional communication classified with CFCS. We recommend standardized assessment and monitoring of SLC in all children with CP. IMPLICATIONS FOR REHABILITATIONChildren across all GMFCS levels can experience difficulties in spoken language comprehension.At all developmental stages, functional communication (classified with CFCS) is an important determinant of spoken language comprehension.Standardized assessment and monitoring of spoken language comprehension, language production, speech, and communication of all children with CP, is strongly recommended.When children show below average performances, especially in spoken language comprehension, intervening with speech and language therapy and guidance for parents, is advised. Children across all GMFCS levels can experience difficulties in spoken language comprehension. At all developmental stages, functional communication (classified with CFCS) is an important determinant of spoken language comprehension. Standardized assessment and monitoring of spoken language comprehension, language production, speech, and communication of all children with CP, is strongly recommended. When children show below average performances, especially in spoken language comprehension, intervening with speech and language therapy and guidance for parents, is advised.
DOI: 10.6084/m9.figshare.19780019
title: Effects and optimal dosage of resistance training on strength, functional capacity, balance, general health perception, and fatigue in people with multiple sclerosis: a systematic review and meta-analysis

description: To analyze the effectiveness of resistance training programs (RTP) on strength, functional capacity, balance, general health perception, and fatigue for people with Multiple Sclerosis (MS) and to determine the most effective dose of RTP in this population. Studies examining the effect of RTP on strength, functional capacity, balance, general health perception, and fatigue in MS patients were included. 44 studies were included. The meta-analysis, subgroup analysis and meta-regression methods were used to calculate the mean difference and standardized mean difference. Significant group differences were observed in knee extensor (<i>p</i> = 0.01) and flexor (<i>p</i> &lt; 0.001), but not in 1-repetition maximum. Regarding functional capacity and balance, differences between groups, in favour of the RTP group, were found in the Timed Up and Go Test (<i>p</i> = 0.001), walking endurance, (<i>p</i> = 0.02) gait speed (<i>p</i> = 0.02) and balance (<i>p</i> = 0.02). No significant differences between groups were observed in fatigue or general health perception. The results regarding the optimal dose are inconsistent. RTP improves strength, functional capacity, balance, and fatigue in people with MS. <b>Registration:</b> (PROSPERO): CRD42020182781Implications for rehabilitationResistance training is a valid strategy to improve isometric strength and functional capacity in MS patients.RTP using long durations (more than 6 weeks), high intensity (more than 80% 1-RM) and two-day weekly training frequency may be a correct stimulus to improve strength, functional capacity, balance, and fatigue in people with MS.Trainers and rehabilitators should consider these indicators in order to maximize muscular and functional adaptations in this population. Resistance training is a valid strategy to improve isometric strength and functional capacity in MS patients. RTP using long durations (more than 6 weeks), high intensity (more than 80% 1-RM) and two-day weekly training frequency may be a correct stimulus to improve strength, functional capacity, balance, and fatigue in people with MS. Trainers and rehabilitators should consider these indicators in order to maximize muscular and functional adaptations in this population.
DOI: 10.6084/m9.figshare.19780019.v1
title: Effects and optimal dosage of resistance training on strength, functional capacity, balance, general health perception, and fatigue in people with multiple sclerosis: a systematic review and meta-analysis

description: To analyze the effectiveness of resistance training programs (RTP) on strength, functional capacity, balance, general health perception, and fatigue for people with Multiple Sclerosis (MS) and to determine the most effective dose of RTP in this population. Studies examining the effect of RTP on strength, functional capacity, balance, general health perception, and fatigue in MS patients were included. 44 studies were included. The meta-analysis, subgroup analysis and meta-regression methods were used to calculate the mean difference and standardized mean difference. Significant group differences were observed in knee extensor (<i>p</i> = 0.01) and flexor (<i>p</i> &lt; 0.001), but not in 1-repetition maximum. Regarding functional capacity and balance, differences between groups, in favour of the RTP group, were found in the Timed Up and Go Test (<i>p</i> = 0.001), walking endurance, (<i>p</i> = 0.02) gait speed (<i>p</i> = 0.02) and balance (<i>p</i> = 0.02). No significant differences between groups were observed in fatigue or general health perception. The results regarding the optimal dose are inconsistent. RTP improves strength, functional capacity, balance, and fatigue in people with MS. <b>Registration:</b> (PROSPERO): CRD42020182781Implications for rehabilitationResistance training is a valid strategy to improve isometric strength and functional capacity in MS patients.RTP using long durations (more than 6 weeks), high intensity (more than 80% 1-RM) and two-day weekly training frequency may be a correct stimulus to improve strength, functional capacity, balance, and fatigue in people with MS.Trainers and rehabilitators should consider these indicators in order to maximize muscular and functional adaptations in this population. Resistance training is a valid strategy to improve isometric strength and functional capacity in MS patients. RTP using long durations (more than 6 weeks), high intensity (more than 80% 1-RM) and two-day weekly training frequency may be a correct stimulus to improve strength, functional capacity, balance, and fatigue in people with MS. Trainers and rehabilitators should consider these indicators in order to maximize muscular and functional adaptations in this population.
DOI: 10.34740/kaggle/dsv/5602203
title: Mahanagar Yatayat Dataset
DOI: 10.5281/zenodo.7896157
title: Neural network potential for H/Ru(0001).

description: Neural network potential for H atoms on static Ru(0001) surface in PROPhet (https://github.com/biklooost/PROPhet) LAMMPS format.
DOI: 10.5281/zenodo.7896156
title: Neural network potential for H/Ru(0001).

description: Neural network potential for H atoms on static Ru(0001) surface in PROPhet (https://github.com/biklooost/PROPhet) LAMMPS format.
DOI: 10.6084/m9.figshare.22762100
title: Data of An Optimal Scheduling Algorithm Considering the Worst Transactions Delay for Multi-channel Hyperledger Fabric Network

description: As the most popular consortium blockchain platform, Hyperledger Fabric (Fabric for short) has re-leased multiple versions that support different consensus protocols to address the risks faced in current and future network transactions. For example, Fabric v1.4 and v2.0 use Kafka and Raft mechanisms to complete consensus to ensure that the system can withstand failures such as crashes, network partitions, or network shutdowns. For a multi-channel Fabric network architecture, the system structure cannot guarantee any behavior of malicious nodes. Complex cooperation between peer groups on different channels can greatly affect the security and efficiency of the entire network architecture, which is challenging to estimate and optimize. To address the challenge, we design a drift plus penalty algorithm and the worst transaction delay algorithm based on random peer-node scheduling using the Lyapunov optimization framework. The drift plus penalty algorithm ensures the system’s stability and gives the maximum transaction processing rate under the minimum security probability. After the worst transaction delay algorithm discards the transactions waiting too long, the optimal scheduling is given considering the Fabric system’s security probability and queue accumulation. We installed the latest stable version v2.0 of Fabric on the cloud server to simulate the implementation of the two proposed algorithms, and the evaluation results verify their effectiveness.
DOI: 10.5281/zenodo.7896639
title: mopalia_ciliata_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.7896638
title: mopalia_ciliata_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.7896691
title: mopalia_kennerleyi_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.7896690
title: mopalia_kennerleyi_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.7896711
title: stomphia_didemon_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.7896710
title: stomphia_didemon_spades_01.fasta.gz

description: .
DOI: 10.34740/kaggle/dsv/5602295
title: Web-Scrapped data
DOI: 10.5281/zenodo.7895316
title: Data for "Diapycnal Upwelling over the Kyushu-Palau Ridge in the North Pacific Ocean"

description: Data on manuscript entitled "Diapycnal Upwelling over the Kyushu-Palau Ridge in the North Pacific Ocean" in Matlab format. Details about the variables in the mat files are described in Readme.txt.
DOI: 10.5281/zenodo.7895315
title: Data for "Diapycnal Upwelling over the Kyushu-Palau Ridge in the North Pacific Ocean"

description: Data on manuscript entitled "Diapycnal Upwelling over the Kyushu-Palau Ridge in the North Pacific Ocean" in Matlab format. Details about the variables in the mat files are described in Readme.txt.
DOI: 10.5281/zenodo.7896722
title: diodora_aspera_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.7896721
title: diodora_aspera_spades_01.fasta.gz

description: .
DOI: 10.25422/azu.data.22732586
title: Walkability in the United States

description: In 2019, the EPA released a census that included walkability ratings of various neighborhood blocks throughout the United States. For this visualization, an interactive map was created that displays walkability throughout the United States. More specifically, walkability ratings were grouped by county and placed into an index grouping based on those formulated by the EPA. In the visualization, there is a description of the EPA walkability index. This was designed with the intention of allowing anyone to open the graphic and understand what data it is displaying. Additionally, you can filter by region and state based on preferences. <br> <em>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</em> <em>This item is part of the </em><em>University of Arizona Libraries 2023 Data Visualization Challenge</em><em> and received an honrable mention in the undergraduate student category</em>
DOI: 10.5519/qd.l7sphv4a
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5 records)
DOI: 10.5066/p9wz9y4k
title: Per- and polyfluoroalkyl Substances in Drinking Water at Select Public Water Systems in West Virginia, 2022

description: These data were collected to understand the occurrence of per- and polyfluoroalkyl substances in drinking water samples at public water systems identified to have perfluorooctanoic acid or perfluorooctane sulfonic acid above laboratory reporting levels in previously collected raw-water samples, and provide a review of the analytical results. The West Virginia Department of Health and Human Resources will use this data to determine the potential risk to public health from PFAS contamination in these public water systems.
DOI: 10.5281/zenodo.4776213
title: Pseudo Boolean Evaluation 2015

description: Data and results from pb evaluation 2015.
DOI: 10.5281/zenodo.4776212
title: Pseudo Boolean Evaluation 2015

description: Data and results from pb evaluation 2015.
DOI: 10.5281/zenodo.7896744
title: nychealth/food-pricing-survey-nyc-2019: Final data release

description: This represents the only release for this data.
DOI: 10.5281/zenodo.7896745
title: nychealth/food-pricing-survey-nyc-2019: Final data release

description: This represents the only release for this data.
DOI: 10.57778/2x11-xn28
title: Tracking Vibrio: Population Dynamics and Community Ecology in Alabama Estuaries

description: Vibrio is a genus of halophilic, gram-negative bacteria found in estuaries around the globe. Integral parts of coastal cultures- like those along the Alabama Gulf Coast- often involve contact with vectors of pathogenic Vibrio spp. bacteria (e.g. consuming raw shellfish, fishing, water sports). High rates of morbidity and mortality from Vibrio spp. infections demonstrate the need for improved understanding, and ultimately prediction, of Vibrio spp. population dynamics in estuarine regions. Our study assessed meteorological, hydrographic, and biological correlates of V. parahaemolyticus and V. vulnificus at 10 sites in the Eastern Mississippi Sound System (EMSS) from April - October 2019. During the sampling period, median abundances of V. parahaemolyticus and V. vulnificus were 2.31 log MPN/L and 2.90 log MPN/L, respectively. Vibrio spp. population dynamics were largely driven by site-based variation, with sites closest to freshwater inputs having the highest abundances. The E-W wind scalar was a novel Vibrio spp. correlate in the EMSS- a relationship that warrants further study in other shallow estuarine basins. A potential salinity effect on bacterial-particle associations was identified, where V. vulnificus associated with large particles (>5 microns) in conditions outside of their optimal salinity (>18 ppt). Additionally, V. vulnificus abundances were correlated to those of harmful algal species like Akashiwo sanguinea and Heterocapsa spp. Correlates from this study may be used to inform the next iteration of predictive Vibrio models for the EMSS region and may lend additional insight to Vibrio spp. ecology and population dynamics in other shallow, microtidal estuaries.
DOI: 10.5066/p9lxc4p3
title: Repeat microgravity data from Yellowstone National Park, Wyoming

description: These data are microgravity measurements collected in Yellowstone National Park. Data are collected using multiple instruments, which each data file representing measurements from a specific instrument during a specific time period. The data dictionary explains the file format and contents, and the dataset will be updated as new data are collected.
DOI: 10.6084/m9.figshare.22745651
title: Prenatal stress, cytokines and birth outcomes

description: Dataset for a study about associations between emotional status in pregnancy, levels of pro- and anti-inflammatory cytokines, and birth outcomes. The dataset contains basic socio-demographic variables, data from standardized questionnaires PSS, EPDS, PANAS, and STAI, variables related to birth outcomes, and cytokine levels.
DOI: 10.5281/zenodo.7896778
title: The effect of printing orientation on mechanical properties of 3D-printed orthodontic aligners

description: Dataset for all analyses.
DOI: 10.5281/zenodo.7896777
title: The effect of printing orientation on mechanical properties of 3D-printed orthodontic aligners

description: Dataset for all analyses.