cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25919/5d3a195c49a85
title: Parkes observations for project P1010 semester 2019APRS_03

description: We propose Parkes NAPA radio observations of PSR B1055-52 to be carried out simultaneously with approved X-ray observations by XMM-Newton. We will look for radio-X-ray correlations in the pulse behavior. In particular, we will search for a correlation of the X-ray pulse intensity with the very unusual quasi-periodic on/off change in the radio pulse intensity. These quasi-periodic changes on short timescale (about 20 periods) are also phase-locked between interpulse and main pulse, indicating global magnetospheric rearrangements. While radio-X-ray correlations have been detected in two older pulsars, they occur on much longer timescales. PSR B1055-52 provides a rare opportunity to search for the short-term manifestations of similar global processes in the radio and X-ray light curves. This radio- and X-ray- bright pulsar also shows some interesting long-term flux variability which we will investigate.
DOI: 10.7299/x7wd40wn
title: Specimen records for the individual Mexican Wolf with the studbook number 1294
DOI: 10.5281/zenodo.3351680
title: Teenage Pregnancy and School Dropout - Data Sample - Casa do Adolescente Sao Paulo - SP

description: This data set was built from the data set stored at <em>https://doi.org/10.5281/zenodo.2633222</em> as part of an applied study about probable causality relations between teenage pregnancy and school dropout,<br> among other variables.<br> The variables assembled in the data set are: age, gender, ethnic group, occurrence of pregnancy, employment status, scholar enrollment and occurrence of pregnancy of the teenager's mother when they were teenagers.<br> The respondents are 343 in total.
DOI: 10.5281/zenodo.3351681
title: Teenage Pregnancy and School Dropout - Data Sample - Casa do Adolescente Sao Paulo - SP

description: This data set was built from the data set stored at <em>https://doi.org/10.5281/zenodo.2633222</em> as part of an applied study about probable causality relations between teenage pregnancy and school dropout,<br> among other variables.<br> The variables assembled in the data set are: age, gender, ethnic group, occurrence of pregnancy, employment status, scholar enrollment and occurrence of pregnancy of the teenager's mother when they were teenagers.<br> The respondents are 343 in total.
DOI: 10.5281/zenodo.3351767
title: additional file 1 and 2 for De novo transcriptome sequencing of Serangium japonicum (Coleoptera: Coccinellidae)

description: file1:some comman statastic results of transcriptome sequences of 6 S.japonicum samples. file2:GO classed different expression genes.
DOI: 10.5281/zenodo.3351768
title: additional file 1 and 2 for De novo transcriptome sequencing of Serangium japonicum (Coleoptera: Coccinellidae)

description: file1:some comman statastic results of transcriptome sequences of 6 S.japonicum samples. file2:GO classed different expression genes.
DOI: 10.5281/zenodo.3351951
title: Data supporting "Non-hydrostatic, non-linear processes in the surf zone", by Martins et al., submitted to JGR-Oceans

description: <pre>This file describes the structure of the sub-surface pressure and surface elevation data used in the paper "Non-hydrostatic, non-linear processes in the surf zone", submitted by Martins et al. to Journal of Geophysical Research: Oceans. The data set is composed of a single .mat file, which contains all raw timeseries for the 52 bursts used in the paper. Metadata and description of the data structure and variables are provided in the structure directly. This data set is distributed under the Creative Commons Attribution 4.0 International license. </pre> The collection of this data set was funded by the Engineering and Physical Sciences Research Council (EPSRC) grant EP/N019237/1, Waves in Shallow Water, awarded to Chris Blenkinsopp (University of Bath).
DOI: 10.5281/zenodo.3351952
title: Data supporting "Non-hydrostatic, non-linear processes in the surf zone", by Martins et al., submitted to JGR-Oceans

description: <pre>This file describes the structure of the sub-surface pressure and surface elevation data used in the paper "Non-hydrostatic, non-linear processes in the surf zone", submitted by Martins et al. to Journal of Geophysical Research: Oceans. The data set is composed of a single .mat file, which contains all raw timeseries for the 52 bursts used in the paper. Metadata and description of the data structure and variables are provided in the structure directly. This data set is distributed under the Creative Commons Attribution 4.0 International license. </pre> The collection of this data set was funded by the Engineering and Physical Sciences Research Council (EPSRC) grant EP/N019237/1, Waves in Shallow Water, awarded to Chris Blenkinsopp (University of Bath).
DOI: 10.25919/5d3a234da46eb
title: Sheep genome variants V2 unfiltered

description: Unfiltered variants from 935 sheep genomes
DOI: 10.21227/5v5e-jg39
title: Benchmarking Symbolic Regression and Local Linear Modelling Methods for Reinforcement Learning

description: Reinforcement Learning (RL) agents can learn to control a nonlinear system without using a model of the system. However, having a model brings benefits, mainly in terms of a reduced number of unsuccessful trials before achieving acceptable control performance. Several modelling approaches have been used in the RL domain, such as neural networks, local linear regression, or Gaussian processes. In this article, we focus on a technique that has not been used much so far:\ symbolic regression, based on genetic programming. Using measured data, this approach yields a nonlinear, continuous-time analytic model. We benchmark two state-of-the-art methods, SNGP -- Single Node Genetic Programming and MGGP -- Multi-Gene Genetic Programming, against a standard incremental local regression method called RFWR -- Receptive Field Weighted Regression. We have introduced slight modifications to the RFWR algorithm to better suit low-dimensional continuous-time systems. The benchmark is a highly nonlinear, dynamic magnetic manipulation system. The results show that using the RL framework and a proper approximation method, it is possible to design a stable controller of such a complex system without the necessity of any haphazard learning. While all of the approximation methods were successful, MGGP achieved the best results at the cost of higher computational complexity.
DOI: 10.21227/n2bk-nk93
title: Benchmarking Symbolic Regression and Local Linear Modelling Methods for Reinforcement Learning

description: Reinforcement Learning (RL) agents can learn to control a nonlinear system without using a model of the system. However, having a model brings benefits, mainly in terms of a reduced number of unsuccessful trials before achieving acceptable control performance. Several modelling approaches have been used in the RL domain, such as neural networks, local linear regression, or Gaussian processes. In this article, we focus on a technique that has not been used much so far:\ symbolic regression, based on genetic programming. Using measured data, this approach yields a nonlinear, continuous-time analytic model. We benchmark two state-of-the-art methods, SNGP -- Single Node Genetic Programming and MGGP -- Multi-Gene Genetic Programming, against a standard incremental local regression method called RFWR -- Receptive Field Weighted Regression. We have introduced slight modifications to the RFWR algorithm to better suit low-dimensional continuous-time systems. The benchmark is a highly nonlinear, dynamic magnetic manipulation system. The results show that using the RL framework and a proper approximation method, it is possible to design a stable controller of such a complex system without the necessity of any haphazard learning. While all of the approximation methods were successful, MGGP achieved the best results at the cost of higher computational complexity.
DOI: 10.6084/m9.figshare.9114341
title: Supplementary Material for: 40-Year Longitudinal Caries Development in German Adolescents in the Light of New Caries Measures

description: This study assessed the 40-year longitudinal caries development in German adolescents in the light of the sixth National Oral Health Survey in Children (NOHSC, 2016) employing initial DMFT (IDMFT), Significant Caries Index (SiC) and Specific Affected Caries Index (SaC). On the basis of the current NOHSC (randomized cluster selection using school list or regional community school surveys, 55,956 12-year-old sixth-graders examined by 482 calibrated community/study dentists) DMFT, SiC, a novel IDMFT including initial lesions (IT) and the recently introduced SaC were calculated and also recalculated for national and international surveys from the last 4 decades. In 2016, 78.8% of children were caries-free (DMFT = 0), 65.5% including IT lesions. The mean DMFT was 0.44 (single components: DT = 0.14, MT = 0.02, FT = 0.29, IT = 0.52) showing a clear association with the school type as marker for the socio-economic status. The mean number of affected teeth in children with DMFT &gt;0 was 2.07 (SaC) in comparison to almost 9 teeth in the 1970s. The current care index on the tooth level was 66.3%, leaving only 7.7% of children with restorative treatment needs. Longitudinally, a continuous caries decline of more than 80%, including the risk groups (SiC/SaC), to an internationally extremely low level was observed. In conclusion, the National Oral Health Surveys reveal a continuous caries decline to a very low caries level in 12-year-old 6th-graders in Germany even if IT lesions are included (IDMFT). In spite of proportional reductions in the risk groups (SiC/SaC), the polarized caries distribution according to socio-economic parameters reveals the need for targeted preventive programmes.
DOI: 10.6084/m9.figshare.9114341.v1
title: Supplementary Material for: 40-Year Longitudinal Caries Development in German Adolescents in the Light of New Caries Measures

description: This study assessed the 40-year longitudinal caries development in German adolescents in the light of the sixth National Oral Health Survey in Children (NOHSC, 2016) employing initial DMFT (IDMFT), Significant Caries Index (SiC) and Specific Affected Caries Index (SaC). On the basis of the current NOHSC (randomized cluster selection using school list or regional community school surveys, 55,956 12-year-old sixth-graders examined by 482 calibrated community/study dentists) DMFT, SiC, a novel IDMFT including initial lesions (IT) and the recently introduced SaC were calculated and also recalculated for national and international surveys from the last 4 decades. In 2016, 78.8% of children were caries-free (DMFT = 0), 65.5% including IT lesions. The mean DMFT was 0.44 (single components: DT = 0.14, MT = 0.02, FT = 0.29, IT = 0.52) showing a clear association with the school type as marker for the socio-economic status. The mean number of affected teeth in children with DMFT &gt;0 was 2.07 (SaC) in comparison to almost 9 teeth in the 1970s. The current care index on the tooth level was 66.3%, leaving only 7.7% of children with restorative treatment needs. Longitudinally, a continuous caries decline of more than 80%, including the risk groups (SiC/SaC), to an internationally extremely low level was observed. In conclusion, the National Oral Health Surveys reveal a continuous caries decline to a very low caries level in 12-year-old 6th-graders in Germany even if IT lesions are included (IDMFT). In spite of proportional reductions in the risk groups (SiC/SaC), the polarized caries distribution according to socio-economic parameters reveals the need for targeted preventive programmes.
DOI: 10.17632/ys4vdhdhcp.1
title: Data for: Black Point – pyroclasts of a Surtseyan eruption show no change during edifice growth to the surface from 100 m water depth

description: These data are inherent to the research paper "Black Point – pyroclasts of a Surtseyan eruption show no change during edifice growth to the surface from 100 m water depth", which covers aspects of volcanology, sedimentology and geochemistry.
DOI: 10.17632/xmfws87nky.1
title: Piovesello - Structure I - 3D models
DOI: 10.21227/xcdr-z296
title: Datasets for Multipath Clustering at 285 MHz and 5.3 GHz Bands Based on COST 2100 MIMO Channel Model

description: These datasets contain the whitened data of the COST2100 channel model and consist of eight XLSX files namely: Indo_BI_LOS_Sing_white, Indo_B2_LOS_Sing_white, SemiUr_B1_LOS_Mult_white, SemiUr_B1_LOS_Sing_white, SemiUr_B1_NLOS_Sing_white, SemiUr_B2_LOS_Mult_white, SemiUr_B2_LOS_Sing_white, and SemiUr_B2_NLOS_Sing_white. Each XLSX file consists of 30 sheets. All the sheets contain different number of rows but the same number of columns. The number of rows represents the number of multipaths and the nine columns represent the following: X_AOD_W (whitened x-component of the angle of departure), Y_AOD_W (whitened y-component of the angle of departure), Z_AOD_W (whitened z-component of the angle of departure), X_AOA_W (whitened x-component of the angle of arrival), Y_AOA_W (whitened y-component of the angle of arrival), Z_AOA_W (whitened z-component of the angle of arrival), delay_W (whitened delay), rel_pow (multipath's relative power), and refclusID (reference cluster ID).
DOI: 10.5281/zenodo.3351733
title: DWD European Weather 2

description: opendata.dwd.de - OpenData by Deutscher Wetter Dienst Conditions: https://www.dwd.de/EN/service/copyright/copyright_node.html dates and times are UTC.
DOI: 10.5519/qd.80r48ait
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2082 records)
DOI: 10.15151/esrf-es-186930003
title: Investigation of the influence of historical prepared ultramarine on the 'ultramarine sickness' by the sulfur speciation.
DOI: 10.15151/esrf-es-186930012
title: Investigation of the role of sulfur speciation in the degradation mechanism of ultramarine pigments in paintings
DOI: 10.17632/mkk5khxrbp.1
title: Genome Diversity and the Origin of the Arabian Horse
DOI: 10.17632/yjt5xgvft2.1
title: Financial data

description: This is the data of US and Chinese stock markets.
DOI: 10.5880/crc1211db.26
title: cpDNA alignments and phylogenetic trees of Cristaria (Malvaceae) from the Atacama Desert

description: The dataset contains material of the historical biogeographic study of the plant genus Cristaria (Malvacae) in the Atacama Desert. We provide here (1) the time calibrated phylogeny of the family Malvaceae in .tre data format (Cristaria_cp_4Foss_BeastTree.tre). Further (2) we provide two nexus files used for all phylogenetic analysis of the paper. The first nexus file (Cristaria_cp_Master.nex) is the concatenated sequence alignment with character set annotations for the three chloroplast marker (trnK/matK, rpl16, ndhF) as well as for hotspot regions and sequence inversions which were excluded and reverse complemented for analysis. The second nexus file (Cristaria_cp_Master_HSEX_INVREV.nex) is identical to the first one except from the fact that all hotspot regions were excluded and the inversions reverse complemented. This dataset was used for all phylogenetic studies as it is presented here. Finally (3), we provide a combined tree file (Cristaria_cp_RAxML-tree_BS_PP.xtg) including the phylogenetic tree of the Maximum Likelihood analysis (RAxML) with additional posterior probability values from the Bayesian Inference analysis (MrBayes). The tree file can be loaded with the program TreeGraph2 (Ströve
DOI: 10.5284/1055094
title: Former Railway Bridge of the Barnsley to Barnetby Railway: Photographic Survey

description: Level 1 Photographic Survey of the structure located at SE8412 1059. The works have been undertaken in advance works for the Lincolnshire Lakes Flood Alleviation scheme. This proposed flood defence improvement scheme comprises multiple locations immediately adjacent to the River Trent to the west of the Scunthorpe area, between the village of Susworth to the south and Amcotts to the north. The scheme has the potential to impact on the surviving remains of the bridge on the right (eastern) bank of the River Trent north of Burringham. The field survey for Former Railway Bridge of the Barnsley to Barnetby Railway was carried out in one phase by two members of the Mott MacDonald built heritage team. Non-intrusive investigations were carried out including the survey and recording of the fabric of the structure and its structural elements. The survey consisted general shots of the exterior fabric of the building. Location: Former Railway Bridge of the Barnsley to Barnetby Railway NGR: SE 8412 1059 Site area: Eastern bank of River Trent. Survey required: Level 1 recording
DOI: 10.5284/1055095
title: Land off Oldmixon Road, Weston-super-Mare, North Somerset: Archaeological Evaluation (OASIS ID: cotswold2-355325)

description: An evaluation was carried out on site in March and April 2018 by Cotswold Archaeology; 22 trenches were excavated. Five trenches contained archaeology mainly comprising ditches and pits of Roman date. A wall in trench 12 is likely to be Roman, having been sealed by a layer of alluvium containing Roman material. The remaining 17 trenches were devoid of archaeological features.
DOI: 10.17632/27x79gms73.1
title: Dataset for Gender and User Feedback: an Exploratory Study

description: 919 reviews from eight countries written by users with usernames identified by manual analysis as female or male.
DOI: 10.17632/fjm652j7gf.2
title: CALM scale evaluation dataset

description: Study aim: to test reliability and sensitivity of the CALM scale for evaluation of responses to large body balance perturbations in the mediolateral direction. Design: analysis was conducted on data from 46 healthy university students of both genders. Task The task aim was to recover the body balance after unpredictable perturbations, trying to maintain the initial Romberg posture. Perturbations were applied through varying displacements of the support base on a custom made moveable platform. Support base displacements were made in the mediolateral direction, in three modalities: rotation, translation and the combined translation-rotation. Displacements were made in both directions in three speeds (20, 30 and 40º (cm)/s). Combination of modality, direction and perturbation velocity factors resulted in 18 distinct perturbations, making each perturbation unique in the protocol. The sequence of perturbations was pseudorandomized among all possibilities of variation of postural perturbation. Statistical analysis Reliability: Intra and inter-rater analyzes were performed by means of Cohen’s kappa. CALM scale scores and corresponding kinematic data were correlated by the Spearman's correlation. Analysis was performed through pairwise comparisons, using the Mann-Whitney U test for group-related comparisons in each perturbation mode by velocity, and the Wilcoxon matched pairs test for effects of perturbation mode (rotation X translation X combined; three velocities averaged), and velocity (low X high; separately for each perturbation mode). Statistically significant effects are reported only. Highlights Scale for evaluation of compensatory arm and leg movements to balance perturbation Large magnitude unpredictable balance perturbations in the mediolateral direction Patterns of compensatory movements are rated as a function of their stability High reliability and sensitivity to perturbation magnitude and training Instrument potentially able to predict probability of falls in at-risk individuals
DOI: 10.17632/sbyfzp22tr.1
title: Revisão de trabalhos correlacionados

description: Este arquivo refere-se a lista de trabalhos finais selecionados como trabalhos correlacionados a pesquisa realizada sobre Interação apoiada pela utilização de um Sistema de Relatório com DashBoard para suporte ao docente de curso EAD
DOI: 10.17632/vytyg7sdxx.3
title: Asymmetric centromere and dynamic microtubules coordinate to ensure biased sister chromatid segregation in Drosophila male germline stem cells

description: Many stem cells utilize asymmetric cell division (ACD) to produce a self-renewed stem cell and a differentiating daughter cell. How non-genic information could be inherited differentially to establish distinct cell fates is not well understood. Here, we report a series of spatiotemporally regulated asymmetric components, which ensure biased sister chromatid attachment and segregation during ACD of Drosophila male germline stem cells (GSCs). First, sister centromeres are differentially enriched with proteins involved in centromere specification and kinetochore function. Second, temporally asymmetric microtubule activities and polarized nuclear envelope breakdown allow for the preferential recognition and attachment of microtubules to asymmetric sister kinetochores and sister centromeres. Abolishment of either the asymmetric sister centromeres or the asymmetric microtubule activities results in randomized sister chromatid segregation. Together, these results provide the cellular basis for partitioning epigenetically distinct sister chromatids during stem cell ACDs, which opens new directions to study these mechanisms in other biological contexts.
DOI: 10.5286/isis.e.rb1990103
title: Structure of RbCuCo(CN)6
DOI: 10.5281/zenodo.3351742
title: Water Vapor Sorption Properties of Illinois Shales under Dynamic Water Vapor Conditions: Experimentation and Modeling

description: Data sets for the Publication 'Water Vapor Sorption Properties of Illinois Shales under Dynamic Water Vapor Conditions: Experimentation and Modeling' in Water Resources Research.
DOI: 10.5281/zenodo.3351743
title: Water Vapor Sorption Properties of Illinois Shales under Dynamic Water Vapor Conditions: Experimentation and Modeling

description: Data sets for the Publication 'Water Vapor Sorption Properties of Illinois Shales under Dynamic Water Vapor Conditions: Experimentation and Modeling' in Water Resources Research.
DOI: 10.17632/9ygd4rv47d.1
title: Dataset for reservoir impoundment operation coupling parallel dynamic programming with importance sampling and successive approximation

description: This dataset contains the basic parameters of some reservoirs in China, which are necessary for reservoir operation simulation.
DOI: 10.5061/dryad.t469v60/1
title: Dryad Item 10.5061/DRYAD.T469V60/1

description: (:tba)
DOI: 10.5061/dryad.t469v60/2
title: Dryad Item 10.5061/DRYAD.T469V60/2

description: (:tba)
DOI: 10.5061/dryad.t469v60/4
title: Dryad Item 10.5061/DRYAD.T469V60/4

description: (:tba)
DOI: 10.5061/dryad.t469v60/5
title: Dryad Item 10.5061/DRYAD.T469V60/5

description: (:tba)
DOI: 10.5061/dryad.t469v60/6
title: Dryad Item 10.5061/DRYAD.T469V60/6

description: (:tba)
DOI: 10.5061/dryad.t469v60/7
title: Dryad Item 10.5061/DRYAD.T469V60/7

description: (:tba)
DOI: 10.5061/dryad.t469v60/9
title: Dryad Item 10.5061/DRYAD.T469V60/9

description: (:tba)
DOI: 10.17632/ng5b232hs7.1
title: Atherosclerotic Plaque Locations May Be Related to Different Ischemic Lesion Patterns

description: Atherosclerotic Plaque Locations May Be Related to Different Ischemic Lesion Patterns
DOI: 10.5061/dryad.t469v60/10
title: Dryad Item 10.5061/DRYAD.T469V60/10

description: (:tba)
DOI: 10.5061/dryad.t469v60/11
title: Dryad Item 10.5061/DRYAD.T469V60/11

description: (:tba)
DOI: 10.5061/dryad.t469v60/12
title: Dryad Item 10.5061/DRYAD.T469V60/12

description: (:tba)
DOI: 10.5061/dryad.t469v60/13
title: Dryad Item 10.5061/DRYAD.T469V60/13

description: (:tba)
DOI: 10.5061/dryad.t469v60/14
title: Dryad Item 10.5061/DRYAD.T469V60/14

description: (:tba)
DOI: 10.5061/dryad.t469v60/15
title: Dryad Item 10.5061/DRYAD.T469V60/15

description: (:tba)
DOI: 10.5061/dryad.t469v60/16
title: Dryad Item 10.5061/DRYAD.T469V60/16

description: (:tba)
DOI: 10.5061/dryad.t469v60/3
title: Dryad Item 10.5061/DRYAD.T469V60/3

description: (:tba)
DOI: 10.5061/dryad.t469v60/8
title: Dryad Item 10.5061/DRYAD.T469V60/8

description: (:tba)
DOI: 10.5061/dryad.t469v60/17
title: Dryad Item 10.5061/DRYAD.T469V60/17

description: (:tba)
DOI: 10.5519/qd.hls83ole
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1933 records)