cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8zyrz7ccbh.1
title: Plant immune system activation is necessary for efficient interaction with auxin secreting beneficial bacteria

description: Plants continuously monitor the presence of microorganisms through their immune system to establish an adaptive response. Unlike immune recognition of pathogenic bacteria, how beneficial bacteria interact with the plant immune system is not well understood. Analysis of colonization of Arabidopsis thaliana by auxin producing beneficial bacteria revealed that activation of the plant immune system is necessary for efficient bacterial colonization and auxin secretion. A feedback loop is established in which bacterial colonization triggers an immune reaction and production of reactive oxygen species, which, in turn, stimulate auxin production by the bacteria. Auxin promotes bacterial survival and efficient root colonization, allowing the bacteria to inhibit fungal infection and promote plant health.
DOI: 10.17632/hswwzgw6rp.1
title: CONTRACTIONWAVE: Dense optical flow software to quantify cellular contractility

description: CONTRACTIONWAVE (CW) is a free software developed in Python Programming Language that allows the user to visualize, quantify, and analyze cell contractility parameters in a simple and intuitive format. The software enables the user to acquire membrane kinetics data of cell contractility during contraction-relaxation cycles through image capture and a dense optical flow algorithm. Both method and software were developed using multidisciplinary knowledge, which resulted in a robust data extraction protocol. CONTRACTIONWAVE was originally published in Scalzo et al., Dense optical flow software to quantify cellular contractility, Cell Reports Methods (2021), doi.org/10.1016/j.crmeth.2021.100044. Any use of CW should cite the paper. CW are distributed under the terms of the GNU General Public License version 2, and its source code is available at https://github.com/marceloqla/ContractionWavePy
DOI: 10.17632/tm6jwdrvwn.1
title: SS_data

description: Here saves the raw and final data of forced oscillation testing in manuscript ''
DOI: 10.17632/y6936wrfty.1
title: Rawa data accreta

description: Raw data of sFlt-1 and PLGF
DOI: 10.17632/dv9k2m72jv.2
title: Marine Geology-original Data-Characteristics and Possible Formation Process of Ferromanganese Beachrock in an Intertidal Zone of East China Sea Influenced by Buried Ancient Woods

description: This data store is only for submission to Marine Geology
DOI: 10.17632/z24p6yzxzs.1
title: Open source computational simulation for moth-inspired navigation algorithm

description: The goal of this project is to developed an open-source componential framework that can be used as a platform of a benchmark tool, that would allow to investigate the performance of bio-inspired olfactorial navigators (i.e. agents that locate an odor source via chemosensation), in a virtual turbulent environment. The open-source componential framework-‘MothPy' (package written in Python) developed by our team allows the user to adjust different indices regarding the behavior of the flyer (e.g. ground speed) or the behavior of the plume (e.g. meandering amplitude, puff spread rate). The bio-inspired navigators used in this project are male moths, which are known for expertise in locating a volatile odor source (i.e. female moth as the odor-source). The searching behavior of the simulated navigators was defined base on two navigation strategies that has been previously proposed. The archived data show the flight performance of multiple virtual moth-inspired navigators, in different simulated environments. To provide a comprehensive quantitative comparison we used the bio-statistical analyses commonly used in the neurotheological study of animals' locomotion.
DOI: 10.17632/mf5hxr6rk6.1
title: Dataset_AKAMINE2

description: Dataset for paper name "Internal Validation of a Risk Scoring System for Venous Thromboembolism After Total Hip or Knee Arthroplasty".
DOI: 10.17632/6hm6pc3y43.1
title: Cotton Leaf Dataset

description: Cotton Database leaf images
DOI: 10.17632/h89nh393cz.1
title: Liv ACCO1

description: Patients ventilated beyond 6 days in a South African medical-surgical ICU: Quality of life and mortality at 6 and 12 months post discharge
DOI: 10.17632/jppdw94y4f.1
title: Raw data on the deformation of low carbon steel and tungsten steel

description: This data set includes 16 raw data of triaxial compression deformation experiment of low carbon steel and tungsten steel (one types of tungsten alloys) under temperatures of 25-900 °C, pressures of ~100-300 MPa, and strain rates of 10-6-10-3 s-1 in a Paterson gas-medium deformation apparatus.
DOI: 10.17632/2968k3xs82.1
title: A typcial measurements data of ship plume by a sniffer device

description: This data set is the time series value of sulfur dioxide and carbon dioxide concentrations measured in the plume of a ship flown by a UAV carrying a sniffer device.It can be used to understand the characteristics of ship plume and evaluate the monitoring effect of UAV
DOI: 10.17632/x6hsv688mx.5
title: Data for the study Jurassic to Early Cretaceous sedimentary record: Indications of Palaeo-Pacific Plate subduction in Southeast China

description: Appendix A. Detrital composition point count information for all samples. Appendix B. Zircon U-Pb dating results for the primary and secondary standards. Appendix C. Zircon U-Pb dating results and rare earth elements for the sandstone samples BM201901, BM201903, ZP201903, DB201910, HF201902, and HF201903. Appendix D. Zircon U-Pb dating results and related rare earth elements for the six tuff samples BM201907, ZP201908, DB201905, MN201912, HZ201901, and HF201904. Appendix E. Summary of the crystallization and metamorphic ages of the Triassic rocks (Table 1), Early Paleozoic rocks (Table 2), Early to Middle Jurassic rocks (Table 3), and Middle to Late Jurassic rocks (Table 4) from Southeast China.
DOI: 10.17632/x6hsv688mx.6
title: Data for the study Jurassic to Early Cretaceous sedimentary record: Indications of Palaeo-Pacific Plate subduction in Southeast China

description: Appendix A. Detrital composition point count information for all samples. Appendix B. Zircon U-Pb dating results for the primary and secondary standards. Appendix C. Zircon U-Pb dating results and rare earth elements for the sandstone samples BM201901, BM201903, ZP201903, DB201910, HF201902, and HF201903. Appendix D. Zircon U-Pb dating results and related rare earth elements for the six tuff samples BM201907, ZP201908, DB201905, MN201912, HZ201901, and HF201904. Appendix E. Summary of the crystallization and metamorphic ages of the Triassic rocks (Table 1), Early Paleozoic rocks (Table 2), Early to Middle Jurassic rocks (Table 3), and Middle to Late Jurassic rocks (Table 4) from Southeast China.
DOI: 10.17632/jg3f5d6n3b.1
title: Faba bean dataset

description: The field experiment was conducted to evaluate farmers' weed management practices under field conditions. The treatments were arranged in a split plot design consisting of three divergent Faba bean (Vicia faba L.) Varieties, and four levels of farmers' weed management practices. The data for plant height, number of branches, and number of seeds pod-1, pods plant-1, weed biomass, total above-ground biomass, and grain yield were recorded from eight randomly sampled plants from the central six rows. The raw data, after checking for normality and homogeneity, was analyzed for variance using GenStat statistical software ver. 14, following split-plot design structure
DOI: 10.17632/3mdzkr5b4k.2
title: 20-minute whole blood clotting test systematic review

description: Study title: The 20-minute whole blood clotting test (20WBCT) for snakebite coagulopathy - a systematic review and meta-analysis of diagnostic test accuracy. Abstract: Background The 20-minute whole blood clotting test (20WBCT) has been used to detect coagulopathy following snakebite for almost 50 years. A systematic review and meta-analysis of the 20WBCT was conducted to evaluate the accuracy of the 20WBCT to detect coagulopathy, indicative of systemic envenoming. Methods and findings Databases were searched from inception up to 09/12/2020 to identify studies that compared the 20WBCT and INR/fibrinogen on five or more subjects. Data was extracted from full-text articles by two reviewers using a predetermined form. Authors of 29 studies that lacked sufficient details in the manuscript were contacted and included if data meeting the inclusion criteria were provided. Included studies were evaluated for bias using a tailored QUADAS-2 checklist. The study protocol was prospectively registered on PROSPERO database (CRD42020168953). The searches identified 3,599 studies, 15 met the inclusion criteria and 12 were included in the meta-analysis. Data was reported from 6 countries and included a total of 2,270 patients. The aggregate weighted sensitivity of the 20WBCT at detecting INR &gt;1.4 was 0.84 (CI 0.61 to 0.94), the specificity was 0.91 (0.76 to 0.97) and the SROC AUC was 0.94 (CI 0.91 to 0.96). The aggregate weighted sensitivity of the 20WBCT at detecting fibrinogen &lt;100 mg/dL was 0.72 (CI 0.58 to 0.83), the specificity was 0.94 (CI 0.88 to 0.98) and the SROC AUC was 0.93 (0.91 to 0.95). Both analyses that used INR and fibrinogen as the reference test displayed considerable heterogeneity. Conclusions In the absence of laboratory clotting assays, the 20WBCT remains a highly specific and fairly sensitive bedside test at detecting coagulopathy following snakebite. However, clinicians should be aware of the importance of operator training, standardized equipment and the lower sensitivity of the 20WBCT at detecting mild coagulopathy and resolution of coagulopathy following antivenom. The data includes Individual patients values from seven studies included in the systematic review. Institutions are anonymous at the request of the host researchers. 20WBCT_SR_repository_1 includes cleaned data used to perform meta-analysis 20WBCT_IDP includes cleaned data provided by six primary authors. This data (in addition to data extracted from figures in a further two publications (Ratnayake et al 2017 and Sano-martins et al 1994) was used to calculate the secondary analyses (severe coagulopathy and comparisons of false negatives and true positives). The authors from one study declined permission to deposit their individual patient data. 20WBCT_IDP+6-12h This data was used to calculate the secondary analysis at assessing the sensitivity and specificity after antivenom.
DOI: 10.17632/39b9bbprcx.3
title: Dataset: Podporozhye

description: Spatial data are created based on different open data sources for the neighborhood area of the city Podporozhye (Leningrad Region, Russia) with a center in Tokari village. The Dataset consists of: 1. Edges – spatial line data, describing the potential roads. 2. Vertexes – spatial point data, describing the edges endpoints. 3. Terminals – spatial point data, describing centroids of artificial harvest units. 4. Zones – spatial data, used for graph decomposition. 5. Clusters – harvesting blocks, clustered via Statistica "Clustenring" tool (K-means) and authors method. 6. Fire ponds allocation – spatial data. Since we are dealing with graph modeling of the forest road network, edge weights are obtained as weighted road construction costs. Used coordinate system: EPSG 32638 Area: approximately 1400 km^2. The graph contains 247 668 nodes, 1 143 690 edges, 239 terminals divided into 11 zones. For legal information please read the relevant file. Changelog: 1. Added Clusters archive. Results presented at conference VI All-Russian scientific and technical conference «Forests of Russia: Policy, Industry, Science, Education» [Леса России: политика, промышленность, наука, образование] 26.05.2021, St. Petersburg, Russia. Бачериков И.В., Симоненкова А.В., Симоненков М.В. Исследование кейса: Подпорожье. Применение метода кластеризации k-средних для объединения лесосек в группы [Bacherikov I., Simonenkova A., Simonenkov M. Case Study: Podporozhye. Application of k-Means Clustering Method for Logging Sites Grouping] 2. Added Fire Ponds Allocation. Results will be presented at The 2nd International Electronic Conference on Forests — Sustainable Forests: Ecology, Management, Products and Trade (IECF2021), 01.09.2021, online.
DOI: 10.17632/prw6hpk4w2.3
title: (Dataset) Accessibility Assessment in Mobile Applications for Android

description: (Dataset) Evaluation of accessibility in Android mobile applications on Google Play available for Ecuador.
DOI: 10.17632/svp3xmmt23.2
title: Dataset: Estonia

description: This dataset presents the DTW digital map for an area of interest in Estonia, bounded by points. Area: 150 km^2. Reference coordinate system: WGS EPSG 4326. Coordinates: Point 1 X 26.892116; Y 59.168692; Point 2 X 26.891690; Y 59.303397; Point 3 X 26.716087; Y 59.303132; Point 4 X 26.717204; Y 59.168429. Changelog: 1. Added Fire Ponds Allocation. Results will be presented at The 2nd International Electronic Conference on Forests — Sustainable Forests: Ecology, Management, Products and Trade (IECF2021), 01.09.2021, online.
DOI: 10.34740/kaggle/dsv/2400151
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.17632/v4v5vt366k.3
title: Opisthorchis viverrini infection induces metabolic and fecal microbial disturbances in association with liver and kidney pathologies in hamsters

description: All spectral data obtained from urine, hepatic and serum hamsters. The hamsters were allocated into two groups with 20 per group: 1) Ov+, the infected group, which hamsters were orally inoculated 50 metacercariae of O. viverrini; and 2) Ov-, non-infected control group at 1 and 4 mpi.
DOI: 10.17632/hzpt9pbcvb.1
title: Mechanisms of Arbuscular mycorrhizal fungus (AMF) (Funneliformis mosseae) reduces heavy metal stress and promotes the growth of Populus yunnanensis

description: This is the original data of the research paper, four treatments of Populus yunnanensis were yielded in total, including poplars inoculated with (M+Cd0) or without AMF inoculation (M-Cd0) under Cd-free supplementation, and poplars inoculated with (M+Cd50) or without AMF inoculation (M-Cd50) under 50 mg kg-1 Cd2+ supplementation, respectively. One poplar seedling was cultured per pot, and 4-6 replicates of each treatment were carried out.
DOI: 10.17632/k9kc7rzh5j.1
title: Stroke VR-based intervention

description: Stroke VR-based intervention
DOI: 10.17632/dh3jcdf22h.1
title: Mg/Ca and reconstructed SST data of sediment core ABP-S4, collected from the Indian Sector of the Southern Ocean

description: The sediment core ABP-S4 was collected from the Indian sector of the Southern Ocean (40°3’30’’S; 48°5’44’’E, 3665 m depth). The chronology of the core is based on AMS 14C dates. Age-depth modelling was performed using the program-Undatable. SST values were estimated using a recently developed Bayesian model- BayMag which includes multivariate non-thermal sensitivities from pH, salinity, cleaning and dissolution. The record spans a period from 3.4 Ayr BP to 39.09 Ayr BP. The data file includes age-depth constraints, measured Mg/Ca values, and estimated SST. Mg/Ca analysis was performed using ICP-OES.
DOI: 10.17632/h2kyzcj3r5.1
title: Raw_data_by_jeong_et_al

description: This data is a raw data set provided for review of research papers in the marine geology journal. Research paper title is An uneven rhodolith distribution controlled by sea-bottom conditions near jeju island, korea
DOI: 10.17632/dv4m9bbn9y.2
title: Central Spitsbergen Snow Avalanche Activity 2016-2020

description: These data include all individual snow avalanches and the associated daily avalanche activity index for all avalanches observed in Nordenskiöld Land on Spitsbergen, Svalbard, uploaded to the regObs database, and analyzed as a portion of a study investigating the synoptic controls on avalanche activity in this location (reference forthcoming). Data in this dataset were originally obtained from the regObs.no database (www.regobs.no). RegObs is the Norwegian Water Resources and Energy Directorate's system for acquiring, storing, and visualizing natural hazards observations in Norway. The data in this dataset were retrieved from regObs using methods contained in the now-deprecated Github repository at https://github.com/ragnarekker/varsomdata, and then manually checked and processed as described in the referenced publication. This dataset was developed and analyzed in a research paper examining the role of synoptic-scale atmospheric circulation patterns in the Nordenskiöld Land region of central Spitsbergen, the largest island in the Svalbard archipelago (reference forthcoming). This work found synoptic conditions leading to increased precipitation, stronger winds, and increased air temperatures were associated with more observed avalanche activity. The dataset includes avalanches observed during the winter months (December-May) from 1 December 2016 to 31 May 2020. Data are organized in two files. The first, "individual_avalanches.csv") includes the 632 individual avalanches identified in the regObs observations. Data from each avalanche identified is contained in a separate record (632 records). The second, "Daily_activity.csv", includes the daily avalanche activity considered in aggregate for all 729 winter days analyzed in this work. Each winter day is represented by a record (729 records). In addition, the “Daily_activity.csv” file contains the data related to the synoptic type derived from the Niedźwiedź Classification. This is a well-established subjective classification of atmospheric circulation types in the Svalbard region. The full description of the classification provided by Tadeusz Niedźwiedź from University of Silesia in Katowice (Poland) is found in: Niedźwiedź, T.: The atmospheric circulation, in: Climate and Climate Change at Hornsund, Svalbard, edited by: Marsz, A. A., and Styszyńska, A., Gdynia Maritime Univsersity, Gdynia, Poland, 57-74, 2013. These data are a unique dataset included in the analyses of the following publication: Hancock, H., Hendrikx, J., Eckerstorfer, M., and Wickström, S.: Synoptic control on snow avalanche activity in central Spitsbergen, The Cryosphere Discuss., 2021, 1-35, doi:10.5194/tc-2021-48, 2021.
DOI: 10.5281/zenodo.5075452
title: BRESOV_H2020_Project-GenomicData

description: Genomic data BRESOV
DOI: 10.5281/zenodo.5075451
title: BRESOV_H2020_Project-GenomicData

description: Genomic data BRESOV
DOI: 10.17632/kvjd6nj2bh.1
title: Smc_collisions

description: Raw data files for viability spotting assays, western blottings, ChIP-qPCR, entrapment assay and expression analysis of HaloTagged protein variants. The data comes from the paper addressing Smc-Smc collisions in B. subtilis (A low Smc flux avoids collisions and facilitates chromosome organization in B. subtilis).
DOI: 10.17632/yb6fd93dbw.1
title: MPE-D-20-00291R1

description: Appendix and Supplementary Material for MPE-D-20-00291R1.
DOI: 10.17632/j8tvmkpmwf.1
title: Marine Composites SEM

description: Scanning electron microscope images of epoxy/glass and polyester/glass composite coupons exposed to real marine environment for 6 and 12 months
DOI: 10.17632/xftjw8wc8h.1
title: Sustainable objectives and commitments deceived by fisheries subsidies for ‘temporary cessations’ in times of COVID

description: Data supporting the findings published in "Sustainable objectives and commitments deceived by fisheries subsidies for ‘temporary cessations’ in times of COVID" (Le Brenne et al. 2021; https://doi.org/10.1016/j.marpol.2021.104670), as well as all codes (written in R language​) used for figures and statistics. GitHub: https://github.com/fredlm/french-fleet-covid-fund.git
DOI: 10.17632/y98fwg264s.2
title: Applied energy sources demands of hypothetical manufacturing companies

description: Because the sustainable development of a society is strongly related to the sustainable development of its manufacturing companies, more and more of the companies decide to install and operate on-site energy conversion (utility) systems (ECS). In consequence, many approaches for the design and operation of ECSs are developed. The provided data set contains the applied energy sources demand of different hypothetical manufacturing companies to make different approaches for the design and operation comparable. Altogether 32 company types (all having a production system with parallel machines) are considered and distinguished according to the following production-related parameters: production system size (i.e., number of machines), job size (i.e., mean processing times) and variability (i.e., processing time distribution), energy demand type (i.e., energy demand course), and energy demand variability (i.e., energy demand distribution). For each company type, we provide the energy demands of 240 production days. In addition, the energy demand data is generated with respect to two scheduling objectives: makespan and total flow time. Thus, a total of 15,360 energy demand time series (32 company types, 2 scheduling objectives, and 240 production days) is available. The data consist of three parts: First part lists the planning horizons (lengths) of the time series for each production day. The second part contains the raw data of the energy demands (one time series per company type and scheduling objective). The third part contains the aggregated values (10 minutes aggregated to one period). Note that the combination of part one and two enables the separation of the data of an individual production day. Further detail about the data can be found in “A flexible approach for the dimensioning of on-site energy conversion systems for manufacturing companies”.
DOI: 10.17632/7dn4xsvkjz.1
title: Impacts of selective logging on haemosporidian infection and physiological correlates in tropical birds

description: Data used to investigate effects of selective logging and feeding strata on the prevalence of avian haemosporidian infections, and the effects of infections on physiological and nutritional markers.
DOI: 10.17632/kcb5xvz4wy.1
title: Appendix A. Supplementary data

description: The supporting information includes the following five tables： Table A1 Fractional atomic coordinates (×104) and equivalent isotropic displacement parameters (Å2×103) for (2-5-py)2MnBr4. Table A2 Anisotropic displacement parameters (Å2×103) for (2-5-py)2MnBr4. The anisotropic displacement factor exponent takes the form: -2π2[h2a*2U11+2hka*b*U12+…]. Table A3 Bond length for (2-5-py)2MnBr4. Table A4 Bond angle for (2-5-py)2MnBr4. Table A5 Performance parameters of white LEDs at different currents. The crystal structure is stored in the Cambridge Crystal Structure Database, and the relevant link has been given.
DOI: 10.17632/7kk6zpm5kr.1
title: Data for: Marketing investment information: differentiation resource or secret? published by RAC-Revista de Administração Contemporânea

description: Data from the marketing information disclosure and the life cycle of Brazilian companies listed on b3 in the cyclical and non-cyclical consumption sector
DOI: 10.17632/2b9vb9rw4y.1
title: Data for: Stress and brain transcriptome: replicability and cluster analysis of standardized data from published experiments

description: Stress dataset cluster files