cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20337372
title: A MATHEMATICAL OPTIMIZATION APPROACH BASED ON LINEARIZED MIP MODELS FOR SOLVING FACILITY LAYOUT PROBLEMS

description: ABSTRACT One of the strategies used to optimize production processes is to define the best layout. For this, the relative positioning of the various equipment, areas, or functional activities inside the company is studied. Proper arrangement of facilities will result in shorter process times and higher productivity. In general, the objective function of the facility layout problem (FLP) is to reduce the total material handling cost. Although over six decades have been passed since the first work on FLP modeling was published, research on many aspects of this problem is still in an early stage and needs to be further explored, which motivated this study. In this paper, the unequal area of rectangular blocks with fixed dimensions and input/output points are considered for FLPs. Four new mixed-integer programming (MIP) models based on previous research formulations are developed. Then, a mathematical optimization approach based on the linearization of the models is applied. An algorithm that solves the linearized MIP model by CPLEX setting a time limit for the solution obtained excellent results for different test problems when compared to those reported in the literature.
DOI: 10.6084/m9.figshare.20337378
title: RESEARCH ON THE MAIN METHODS OF CORE STRENGTH TRAINING IN SPRINTERS

description: ABSTRACT Introduction With the development of increasingly competitive sports, coaches began experimenting with new methods for training athletes. Although among the most explored training methods is core strength training, a set of muscle groups that stabilize the trunk and hips, there are few studies on the effectiveness of this training dedicated to sprinters. Objective This paper investigates the training method of sprinters based on core strength training, studying the method and its influence on athletes’ performance. Methods Sixteen athletes with similar technical levels and physical fitness were selected, and professional coaches were invited to test the training samples. The athletes were randomly assigned to the experimental and control group (8 in each). The experimental group received core strength training for eight weeks, while the control group received general training. Results Off-core training affected the ankle joint angle of the support leg and the ankle joint angle of the swing leg (P &lt; 0.01). After eight weeks of training, the performance of both groups improved without considerable differences. The high jump results of the athletes in the experimental group also improved compared to the previous training. Conclusion The physical function of athletes can be improved through core strength training to improve the sprinters’ competitive level and technical ability. Level of evidence II; Therapeutic studies - investigation of treatment outcomes.
DOI: 10.6084/m9.figshare.20337378.v1
title: RESEARCH ON THE MAIN METHODS OF CORE STRENGTH TRAINING IN SPRINTERS

description: ABSTRACT Introduction With the development of increasingly competitive sports, coaches began experimenting with new methods for training athletes. Although among the most explored training methods is core strength training, a set of muscle groups that stabilize the trunk and hips, there are few studies on the effectiveness of this training dedicated to sprinters. Objective This paper investigates the training method of sprinters based on core strength training, studying the method and its influence on athletes’ performance. Methods Sixteen athletes with similar technical levels and physical fitness were selected, and professional coaches were invited to test the training samples. The athletes were randomly assigned to the experimental and control group (8 in each). The experimental group received core strength training for eight weeks, while the control group received general training. Results Off-core training affected the ankle joint angle of the support leg and the ankle joint angle of the swing leg (P &lt; 0.01). After eight weeks of training, the performance of both groups improved without considerable differences. The high jump results of the athletes in the experimental group also improved compared to the previous training. Conclusion The physical function of athletes can be improved through core strength training to improve the sprinters’ competitive level and technical ability. Level of evidence II; Therapeutic studies - investigation of treatment outcomes.
DOI: 10.34740/kaggle/dsv/3960131
title: LUFlow Network Intrusion Detection Data Set
DOI: 10.5281/zenodo.6859867
title: Dynamics of the euphotic zone in the Black Sea: The synergy of data from profiling floats, machine learning and numerical modeling

description: The dataset contains ARGO data, CMEMS model results and data emulated by Neural networks (NN) used in the study 'Dynamics of the euphotic zone in the Black Sea: The synergy of data from profiling floats, machine learning and numerical modeling' - <strong>NNalongARGO.tar.gz</strong>: archive contains Matlab binary files consisting of NN-derived BGC variables (Chlorophyll-a, Oxygen and backscatter at 700 nm) along ARGO float pathes together with ARGO data themselves (time, latitude, longitude, salinity, temperature, sigma_T and BGC variables); all variables have 1m vertical resolution; depth range is [1m 150m] ; additionally, float ogs7 data include NO3, float hzg1 data exclude Chlorophyll-a and backscatter at 700 nm; (filenames are <em>floatname</em>_euph_1mRes_150mALLINCLNN.mat) - <strong>NN2018_CMEMS_ARGO.tar.gz</strong>: archive contains Matlab binary files consisting of NN-derived BGC variables (Chlorophyll-a, Oxygen and backscatter at 700nm) along ARGO float pathes in 2018 with vertical resolution taken von CMEMS (13 depth levels ); NN was applied either on CMEMS physics ('C') or on ARGO physics ('A'); additionally, CMEMS BGC model data (Chlorophyll-a and Oxygen) along these pathes are included; (filenames are <em>floatname</em>_2018_NNARGOCMEMS.mat) - <strong>NNReconBlackSea.tar.gz</strong>: archive contains Matlab binary files consisting of basin wide NN derived BGC variables (Chlorophyll-a, Oxygen and backscatter at 700nm) for the years 2015-19 and 2010/11 (weekly mean data); additionally CMEMS data (time, latitude, longitude, salinity, temperature, sea surface height) are provided at CMEMS model upper 15 depth levels; (filenames are reconNNCMEMS_2015_2019.mat and reconNNCMEMS_2010_2011.mat, respectively)
DOI: 10.5258/soton/d2092
title: Dataset Underpinning the Southampton Doctoral Thesis "Investigating Nanoscale Catalysts from Primary Growth to Catalytic Activity"

description: This dataset contains relevant data concerning the thesis of George F Tierney - Investigating Nanoscale Catalysts from Primary Growth to Catalytic Activity. The data enclosed in the .zip files is split into the respective results chapters of the thesis, and further named depending on the figures the dataset relates to.
DOI: 10.6084/m9.figshare.20337447
title: data.xlsx

description: urban bird
DOI: 10.6084/m9.figshare.20337447.v1
title: data.xlsx

description: urban bird
DOI: 10.15139/s3/y8rrfe
title: Replication Data for: Prevalence and risk factors of sarcopenia in patients with diabetes: A meta-analysis

description: The supplementary Table 1 shows a detailed search strategy. Supplementary Figure 1 shows the risk of bias in each study. Supplementary Figure 2 shows the results of sensitivity analysis.
DOI: 10.5281/zenodo.6759333
title: Code and data for "Global warming generates predictable extinctions of warm- and cold-water marine benthic invertebrates via thermal habitat loss"

description: <pre>This repository contains the following information: Datasets S1 to S4 can all be loaded, manipulated, and analysed in R using script provided in Data S5 to obtain the results of the paper, Reddin et al. 2022, "Global warming generates predictable extinctions of warm and cold-water marine benthic invertebrates via thermal habitat loss". Data S1. (separate file) The original downloaded PaleoDB dataset. Data S2. (separate file) The pre-prepared dataset of occurrences. Data S3. (separate file) The finished environmental dataset. Data S4. (separate file) Additional environmental dataset. Data S5. (separate file) The R-code for the main analysis. Data S6. (compressed directory) Output data and code from the simulations. Table S7 (separate file). List of data source publications for PaleoDB data used in our study. Listed are the data source author list (ref_author), year (ref_pubyr), and reference number as appears in the PaleoDB (reference_no). </pre>
DOI: 10.5281/zenodo.6759332
title: Code and data for "Global warming generates predictable extinctions of warm- and cold-water marine benthic invertebrates via thermal habitat loss"

description: <pre>This repository contains the following information: Datasets S1 to S4 can all be loaded, manipulated, and analysed in R using script provided in Data S5 to obtain the results of the paper, Reddin et al. 2022, "Global warming generates predictable extinctions of warm and cold-water marine benthic invertebrates via thermal habitat loss". Data S1. (separate file) The original downloaded PaleoDB dataset. Data S2. (separate file) The pre-prepared dataset of occurrences. Data S3. (separate file) The finished environmental dataset. Data S4. (separate file) Additional environmental dataset. Data S5. (separate file) The R-code for the main analysis. Data S6. (compressed directory) Output data and code from the simulations. Table S7 (separate file). List of data source publications for PaleoDB data used in our study. Listed are the data source author list (ref_author), year (ref_pubyr), and reference number as appears in the PaleoDB (reference_no). </pre>
DOI: 10.5281/zenodo.5500232
title: Model outputs of Wei et al. (2022): "Salt intrusion as a function of estuary length in periodically weakly stratified estuaries", published in Geophysical research Letters.

description: The .mat file includes all model data used in the study "Salt intrusion as a function of estuary length in periodically weakly stratified estuaries", published in Geophyscial Research Letters, 2022. The .txt file contains description of all physical variables contained in the .mat file.
description: Laurent O. Amoudry and Xiaoyan Wei also aknowledge the support of the Natural Environment Research Council (NERC) CHAMFER project (NE/W004992/1); Megan E. Williams aknowledges the ANID | Fondo Nacional de Desarrollo Científico y Tecnológico (FONDECYT): 11191077.
DOI: 10.5281/zenodo.5500231
title: Model outputs of Wei et al. (2022): "Salt intrusion as a function of estuary length in periodically weakly stratified estuaries", published in Geophysical research Letters.

description: The .mat file includes all model data used in the study "Salt intrusion as a function of estuary length in periodically weakly stratified estuaries", published in Geophyscial Research Letters, 2022. The .txt file contains description of all physical variables contained in the .mat file.
description: Laurent O. Amoudry and Xiaoyan Wei also aknowledge the support of the Natural Environment Research Council (NERC) CHAMFER project (NE/W004992/1); Megan E. Williams aknowledges the ANID | Fondo Nacional de Desarrollo Científico y Tecnológico (FONDECYT): 11191077.
DOI: 10.5281/zenodo.6507872
title: SemEval-2022 Task 8: Multilingual news article similarity

description: This dataset contains pairs of news articles drawn from the first half of 2020 and annotated for seven aspects of similarity: <strong>GEO</strong>: How similar is the geographic focus (places, cities, countries, etc.) of the two articles? <strong>ENT:</strong> How similar are the named entities (e.g., people, companies, organizations, products, named living beings), excluding previously considered locations appearing in the two articles? <strong>TIME</strong> Are the two articles relevant to similar time periods or describing similar time periods? <strong>NAR</strong> How similar are the narrative schemas presented in the two articles? <strong>OVERALL</strong> Overall, are the two articles covering the same substantive news story? (excluding style, framing, and tone) <strong>STYLE</strong> Do the articles have similar writing styles? <strong>TONE</strong> Do the articles have similar tones? Further details are provided in Chen et al. (2022). SemEval-2022 Task 8: Multilingual news article similarity. In Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022). https://aclanthology.org/2022.semeval-1.155/ The data in this repository includes pairs of URLs and annotations. The text of webpages is generally via the Internet Archive in this special collection: https://archive.org/details/2020-multilingual-news-article-similarity . A script to download and process the webpages is available at https://github.com/euagendas/semeval_8_2022_ia_downloader .
description: This research has received funding through the Volkswagen Foundation. We thank Media Cloud for access to increased API volume. We thank the Internet Archive which made it possible for participants to all have access to the same data. We are deeply grateful to the annotators and task participants: thank you. The webpages annotated in this dataset are mostly available via the Internet Archive in this special collection: https://archive.org/details/2020-multilingual-news-article-similarity
description: {"references": ["Chen et al. (2022). SemEval-2022 Task 8: Multilingual news article similarity. In Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)"]}
DOI: 10.5281/zenodo.6507871
title: SemEval-2022 Task 8: Multilingual news article similarity

description: This dataset contains pairs of news articles drawn from the first half of 2020 and annotated for seven aspects of similarity: <strong>GEO</strong>: How similar is the geographic focus (places, cities, countries, etc.) of the two articles? <strong>ENT:</strong> How similar are the named entities (e.g., people, companies, organizations, products, named living beings), excluding previously considered locations appearing in the two articles? <strong>TIME</strong> Are the two articles relevant to similar time periods or describing similar time periods? <strong>NAR</strong> How similar are the narrative schemas presented in the two articles? <strong>OVERALL</strong> Overall, are the two articles covering the same substantive news story? (excluding style, framing, and tone) <strong>STYLE</strong> Do the articles have similar writing styles? <strong>TONE</strong> Do the articles have similar tones? Further details are provided in Chen et al. (2022). SemEval-2022 Task 8: Multilingual news article similarity. In Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022). https://aclanthology.org/2022.semeval-1.155/ The data in this repository includes pairs of URLs and annotations. The text of webpages is generally via the Internet Archive in this special collection: https://archive.org/details/2020-multilingual-news-article-similarity . A script to download and process the webpages is available at https://github.com/euagendas/semeval_8_2022_ia_downloader .
description: This research has received funding through the Volkswagen Foundation. We thank Media Cloud for access to increased API volume. We thank the Internet Archive which made it possible for participants to all have access to the same data. We are deeply grateful to the annotators and task participants: thank you. The webpages annotated in this dataset are mostly available via the Internet Archive in this special collection: https://archive.org/details/2020-multilingual-news-article-similarity
description: {"references": ["Chen et al. (2022). SemEval-2022 Task 8: Multilingual news article similarity. In Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)"]}
DOI: 10.6084/m9.figshare.19732064.v1
title: Dwelling size and usability in London: a study of floor plan data using machine learning

description: Based on a dataset of dwelling unit plans (<i>n</i> = 2283) with detailed dimensions derived from open-access plan data using machine learning, this paper analyses the size and usability of dwellings in London. Half of London’s housing stock was built before the Second World War but has been extensively modified. Due to greater pressure on the housing market and problems with dwelling size, London was the first local authority in England to reintroduce space standards for all housing sectors in 2011. Providing a first comprehensive analysis of space standards and dwelling size in London at room level and across all built periods, the data shows that 61% of London homes fail the recommended minimum dwelling sizes of the London Housing Design Guide (2010), 51% a bedroom standard and 88% at least one of the dimensional requirements. The paper quantifies the extent to which homes fail both recent and historical space standards and discusses their effectiveness in relation to dwelling usability and issues of design.
DOI: 10.6084/m9.figshare.19732064
title: Dwelling size and usability in London: a study of floor plan data using machine learning

description: Based on a dataset of dwelling unit plans (<i>n</i> = 2283) with detailed dimensions derived from open-access plan data using machine learning, this paper analyses the size and usability of dwellings in London. Half of London’s housing stock was built before the Second World War but has been extensively modified. Due to greater pressure on the housing market and problems with dwelling size, London was the first local authority in England to reintroduce space standards for all housing sectors in 2011. Providing a first comprehensive analysis of space standards and dwelling size in London at room level and across all built periods, the data shows that 61% of London homes fail the recommended minimum dwelling sizes of the London Housing Design Guide (2010), 51% a bedroom standard and 88% at least one of the dimensional requirements. The paper quantifies the extent to which homes fail both recent and historical space standards and discusses their effectiveness in relation to dwelling usability and issues of design.
DOI: 10.57745/uaplhm/egqbqo
title: Bonnes_pratiques_dataverse.pdf

description: :unav
DOI: 10.5281/zenodo.6860771
title: Mapping test data with various range sensors

description: This is a test data for range-IMU SLAM systems recorded with various range sensors: - Ouster OS0-32 & OS0-64 - Livox Avia - Intel Realsense L515 & D455 - Microsoft Azure Kinect - Stereolabs ZED2i The groundtruth trajectories are estimated by aligning point cloud scans with a 3D environment map created with a survey-grade LiDAR (FARO Focus).
DOI: 10.5281/zenodo.6860770
title: Mapping test data with various range sensors

description: This is a test data for range-IMU SLAM systems recorded with various range sensors: - Ouster OS0-32 & OS0-64 - Livox Avia - Intel Realsense L515 & D455 - Microsoft Azure Kinect - Stereolabs ZED2i The groundtruth trajectories are estimated by aligning point cloud scans with a 3D environment map created with a survey-grade LiDAR (FARO Focus).
DOI: 10.6084/m9.figshare.20337528
title: hyperkalemia chronic kidney disease

description: NANANANA
DOI: 10.6084/m9.figshare.20337537
title: Data from "Phylogeny and evolution of the genus Cervus (Cervidae, Mammalia) as revealed by complete mitochondrial genomes"

description: Sequences of mitogenomes from the ""Phylogeny and evolution of the genus Cervus (Cervidae, Mammalia) as revealed by complete mitochondrial genomes" in fasta and GenBank formats.
DOI: 10.6084/m9.figshare.14980852
title: Synthesis of MoS<sub>2</sub>/Fe<sub>3</sub>O<sub>4</sub>/aminosilane/glycidyl methacrylate/melamine dendrimer grafted polystyrene/poly(N-vinylcaprolactam) nanocomposite for adsorption and controlled release of sertraline from aqueous solutions

description: A new MoS<sub>2</sub>/Fe<sub>3</sub>O<sub>4</sub> dendrimer grafted polystyrene (PST)/poly(N-vinylcaprolactam) (PNVCL) was prepared as a temperature-sensitive nanocomposite for adsorption and controlled release of sertraline. The maximum adsorption capacity of nanocomposite for sertraline was about 5.24 mgg<sup>−1</sup> under optimum pH of 8, equilibrium time of 30 min and adsorbent dosage of 5 gL<sup>−1</sup>. The kinetic of sertraline sorption follow the pseudo-second-order kinetic model, and the corresponding isotherm was well fitted with the Redlich–Peterson isotherm model. The highest release of sertraline was obtained at 50 °C during 24 h. The non-Fickian diffusion of the sertraline release from nanocomposite was achieved at 37 and 50 °C.
DOI: 10.6084/m9.figshare.14980852.v1
title: Synthesis of MoS<sub>2</sub>/Fe<sub>3</sub>O<sub>4</sub>/aminosilane/glycidyl methacrylate/melamine dendrimer grafted polystyrene/poly(N-vinylcaprolactam) nanocomposite for adsorption and controlled release of sertraline from aqueous solutions

description: A new MoS<sub>2</sub>/Fe<sub>3</sub>O<sub>4</sub> dendrimer grafted polystyrene (PST)/poly(N-vinylcaprolactam) (PNVCL) was prepared as a temperature-sensitive nanocomposite for adsorption and controlled release of sertraline. The maximum adsorption capacity of nanocomposite for sertraline was about 5.24 mgg<sup>−1</sup> under optimum pH of 8, equilibrium time of 30 min and adsorbent dosage of 5 gL<sup>−1</sup>. The kinetic of sertraline sorption follow the pseudo-second-order kinetic model, and the corresponding isotherm was well fitted with the Redlich–Peterson isotherm model. The highest release of sertraline was obtained at 50 °C during 24 h. The non-Fickian diffusion of the sertraline release from nanocomposite was achieved at 37 and 50 °C.
DOI: 10.6084/m9.figshare.20337573
title: Data from "Phylogeny and evolution of the genus Cervus (Cervidae, Mammalia) as revealed by complete mitochondrial genomes"

description: Sequences od Cervus with accession number OL679912 – OL679924 in Fasta and GenBank formats.
DOI: 10.6084/m9.figshare.20325242
title: Supplementary Table 1 from Colour vision in thrips (Thysanoptera)

description: Supplemental Table 1. Summarised results of visual attraction studies in thrips. This table is included as a digital supplement XLS file. Information provided in this table has been updated and modified from [53]. Within each row, each representing one individual study, colour response is ranked with a preference score. A preference score of 1 indicates the colour with the largest number of thrips caught, while increasing numbers (up to 6) indicate colours with fewer thrips caught. When certain colours did not result in significantly different catch numbers, we appended lower-case letters to an equivalent preference score number value. The letters are ordered from the highest catch levels (a) to the lowest catch levels (f). For the graphical display of these colour response results shown in Figure 5, we normalized the greatest preference response (1) to the largest circle (diameter = 1) and gave subsequently lower responses smaller circles (diameter = 0.5, 0.33, 0.25, 0.2, and 0.17). Insignificant differences in preference received equivalently sized circles. For species where multiple studies were available, we averaged the responses and renormalized the largest circle to the best (lowest) mean preference score. Lifestyle, hosts, origin, and distribution information shown in this table was gathered from [46–52]. (NA) Not applicable/Not available. (*) UV reflectance not reported, white -UV assumed. (**) UV reflectance not reported, white +UV assumed. (+) Colour attraction ranking based on several experiments in the same study. (++) Fluorescent yellow caught the most numbers in this study.