cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tvsdykd2nf.1
title: Crystallographic information files of pure M3(HITP)2 and M3(HHTP)2

description: Data are used in the following manuscripts：
Journal: ACS Catalysis
Manuscript ID: cs-2022-00819d
Title: "Conductive Two-Dimensional Magnesium Metal–Organic Frameworks for High-Efficiency O2 Electroreduction to H2O2"
Author(s): Dong, Kai; liang, jie; Wang, Yuanyuan; Zhang, Longcheng; Xu, Zhaoquan; Luo, Yongsong; Li, Tingshuai; Liu, Qian; Li, Na; Tang, Bo; Alshehri      , Abdulmohsen ; Li, Quan; Ma, Dongwei; Sun, Xuping
DOI: 10.17632/r5fv5txtfs.1
title: Panel and Bolling Caves Eukaryotic Microbiome Barcode Data

description: These results are published in Environmental Microbiology Reports

Alveolates (Dinoflagellates, Ciliates and Apicomplexans) and Rhizarians are the Most Common Microbial Eukaryotes in Temperate Appalachian Karst Caves 
A. Bruce Cahoon and Robert D. VanGundy
Department of Natural Sciences. The University of Virginia’s College at Wise, Wise, VA 24293

The purpose of this study was to survey the eukaryotic microbiome of two karst caves in the Valley and Ridge  physiographic region of the Appalachian Mountains. Caves are known to harbor eukaryotic microbes but their very low densities and small cell size make them difficult to collect and identify. Microeukaryotes were surveyed using two methodologies, filtering water and submerging glass microscope slides mounted in periphytometers in cave pools. The periphyton sampling yielded 13.5 times more unique Amplicon Sequence Variants (ASVs) than filtered water. The most abundant protist supergroup was Alveolata with large proportions of the ASVs belonging to dinoflagellate, ciliate, and apicomplexan clades. The next most abundant were Rhizarians followed by Stramenopiles (diatoms and chrysophytes) and Ameobozoans. Very few of the ASVs, 1.5%, matched curated protist sequences with greater than 99% identity and only 2.5% could be identified from surface plankton samples collected in the same region. The overall composition of the eukaryotic microbiome appears to be a combination of bacterial grazers and parasitic species that could possibly survive underground as well as cells, cysts and spores probably transported from the surface.
DOI: 10.17632/rzczt2n4kr.1
title: dataset_index

description: IMOEX, SSEC, BSE, IBOVESPA, FTSE, DAX, S&P 500 2013-2021 daily
DOI: 10.17632/7x27pg63hd.1
title: Dataset for “An Industrial Demonstration Study on CO2 Mineralization Curing for Concrete”

description: Dataset for “An Industrial Demonstration Study on CO2 Mineralization Curing for Concrete”
DOI: 10.17632/tt9m2y94nb.1
title: Dynamic engagement of cognitive control in intra-sentential code-switching during comprehension

description: The current dataset relates to the manuscript titled "Dynamic engagement of cognitive control in intra-sentential code-switching during comprehension" which examined whether the deployment of cognitive control was modulated by the intra-sentential code-switching types during comprehension. L1-dominant Chinese-English bilinguals were administered a self-paced reading task in two reading contexts, namely, alternation context and dense code-switching context. We assessed language switch cost and reversed language dominance effect in the self-paced reading task and examined how these language control measures related to domain-general inhibition and monitoring capacities. A Flanker task was used to measure domain-general inhibitory (indexed by the conflict effect, i.e., the performance difference between incongruent and congruent trials) and monitoring (indexed by the global response times in the task) skills. The results showed a larger switch cost asymmetry in alternation context compared to dense CS context. In addition, bilinguals’ inhibition skills were associated with second language (L2) switch cost in alternation context, while monitoring tended to predict the language dominance effect in dense code-switching context. These findings suggest that alternation context exerts high requirement to reactive inhibition while dense code-switching context tends to induce proactive monitoring during comprehension. We conclude that intra-sentential code-switching types trigger different aspects of cognitive control during comprehension.
DOI: 10.17632/8d879w4c8g.1
title: NF-κB-inhibitor QNZ suppresses B-cell hyper-activation and ameliorates the progression of experimental systemic lupus erythematosus

description: This data for "QNZ suppresses B-cell hyper-activation and ameliorates the progression of experimental systemic lupus erythematosus".
DOI: 10.17632/ngnc4rj8jy.1
title: Links between volume fractions of non-180 degree domains of the tetragonal and monoclinic phases in 0.75NaNbO3 – 0.15KNbO3 – 0.10CdNb2O6

description: Domain structures of ceramic grains were analysed by taking into account coexisting ferroelectric phases divided into non-180 degree domains  (mechanical twins) in a solid solution with the 0.75NaNbO3 – 0.15KNbO3 – 0.10CdNb2O6 composition.
DOI: 10.17632/4gxxsdfd4r.1
title: Isolation and antibacterial Activity of Anomanol B and other secondary metabolites from the stem bark of Anonidium mannii (Annonaceae).

description: Data was obtain by running NMR, Mass and IR Spectroscopy  on compounds isolated from Anonidium mannii stem bark extract by chromatography techniques. The data was got by running experiments of the pure compounds on analytical instruments (NMR, Mass spectrum, IR) developed using software on the instruments/remote computer. The data was then interpreted to determine the structures of the compounds and values are shown on tables S1 to S4 as summary.
DOI: 10.17632/k4ycfhbmbx.4
title: A hierarchical approach to combine histological grade and immunohistochemical factors to identify high-risk luminal breast cancers

description: Dataset for submitted paper "A hierarchical approach to combine histological grade and immunohistochemical factors to identify high-risk breast luminal cancers"
DOI: 10.17632/gm4dxssf5h.1
title: Row Dataset_Tamara Popkhadze

description: Row Data from Bloomberg on Stock Market Quotes and indicating indices
Market: Russian equity market
Period: 2010-2021
Equities: IMOEX index basic equities
Indicators: Psychological Line, trading volumes, Relative strength index, Russian Volatility Index
Hypothesis: 
H1 There is a relationship between morbidity sentiment and future returns on investments in marketable assets:
A period of future optimism about the use of the market (investors invest in assets, positively evaluating the growth of future dynamics, which increases the drive of asset prices) is followed by a correction in the market, investors achieve losses.
Pessimistic moods are manifested by properties for a frequent market perspective, forming a state of underestimation of assets; an increase in drawdown is compensated for the time of the subsequent correction and adds profit.
H2 The Investor Sentiment Index model, built on indices calculated for the Russian market, has greater predictive power and accuracy than individual indices used in most cases for the US market. Individual indexes can be based on primary data (surveys of research institutes), secondary data, or mixed types of data.
DOI: 10.17632/p7y8yv7psn.1
title: Supplementary Material: Plant traits database for climate change adaptation and mitigation in Northwest Portugal

description: The database collects and organizes plant traits information with a particular focus on plant species’ adaptation, mitigation, and ornamental characteristics. It includes information about 287 plant species presently occurring in Porto, Portugal, more precisely in urban green spaces with high urban ecological novelty levels.
DOI: 10.17632/z94k4brz49.1
title: The effect of dividend payments on the growth prospects of companies depending on their form of ownership

description: Исследовательский вопрос: 
Как влияют дивидендные выплаты на перспективы роста компаний?
Цель:
Разработка рекомендаций по увеличению эффективности системы дивидендной политики для обеспечения роста компаний в зависимости от её формы собственности: частной или государственной. 
Выборка: 59 компаний и 531 наблюдений
Период -  2011-2019гг. 
Данные собраны из Bloomberg и Спарк.
DOI: 10.17632/r3pjs9vnrm.1
title: Efficient polishing of additive manufactured titanium alloys. Data

description: Additive manufactured parts presented in  were developed at the Israel Aerospace Industries (IAI) and manufactured at The Israel Institute of Metals of the Technion using the process parameters recommended by the machine manufacture EOS, except the recommended "Stripe-width" which was doubled. The used machine was ALM EOS M290. The parts were developed for evaluation of surface treatment techniques via fatigue testing, thus 8 locations of the tensile stress concertation of Kt = 3.2 were introduced as highlighted in red in Fig. 3 in the main article. The part geometry enables:
•	Multiple load paths via branching / junctions.
•	Surface roughness conditions of a geometrically complex structure having relatively hidden radii surfaces.
•	Local differences (gradients) in the thermal mass.
The mechanically weakest axis, i.e., z  axis, of the parts is parallel to the part loading axis.
In total 15 parts were plasma electrolytic polished (PeP), with 6 of them being particle blasted (PB) before PeP. The PeP conditions are given in PDF format. 
As-built, PeP and PB+PeP samples underwent same cyclical tensile loading testing in order to determine their fatigue resistance. It must be mentioned that the target results of the fatigue testing was successful 700 000 cycles. None of the tested surface treatment technologies could provide satisfactory results as noted in the main article. A photograph of as-built samples that failed the cyclical loading tests is given in JPG format. 
MMPDS data for Ti-6AL-4V Sheet configuration, Kt=3  and the reasons for using this data is presented in JPG format.
Additionally, micrographs and surface roughness of the parts after after particle blasting is provided in JPG and PDF formats respectively.
DOI: 10.17632/zwshr65gnc.1
title: A Data-set about Surface Damage Identification for Heritage Site Protection: A Mobile Crowdsensing Solution Based on Deep Learning

description: The dataset has been collected to address the general problem of built heritage protection against both deterioration and loss. In order to continuously monitor and update the structural health status, a crowd-sensing solution based on powerful and automatic deep learning technique is proposed. The aim of this solution is to get rid of the limitations of manual and visual damage detection methods that are costly and time consuming. Instead, automatic visual inspection for damage detection on walls is efficiently and effectively performed using an embedded Convolutional Neural Network (CNN). 
This CNN detects the most frequent types of surface damage on wall photos. The study has been conducted in the Kasbah of Algiers where the four following types of damage have been considered: Efflorescence, Spall, Crack, and Mold. The CNN is designed and trained to be integrated into a mobile application for a participatory crowd-sensing solution. The application should be widely and freely deployed, so that any user can take a picture of a suspected damaged wall, and get an instant and automatic diagnosis, through the embedded CNN. 
In this context, we have used MobileNetV2 with a transfer learning approach. A set of real images have been collected and manually annotated, and have been used for training, validation, and test. Extensive experiments have been conducted in order to assess the efficiency and the effectiveness of the proposed solution, using a 5 fold cross validation procedure. 
Obtained results show in particular a mean weighted average precision of 0.868±0.00862 (with a 99% of confidence level) and a mean weighted average recall of 0.84±0.00729 (with a 99% of confidence level). Obtained results show that our method remains effective even when using a small network and medium to low resolution images. 

In order to provide the CNN to be deployed, as well as the dataset used for the test, to the researchers, we have made them available online. Also a source code to perform a quick test on Google Collaboratry is available. The model has been saved in Keras "h5" format, and also in a TensorFlow Lite "tflite" format, ready to be deployed on a mobile application. 

Files published are:
 - "Test_Kasbah_damage.ipynb": python source code to perform the test, in Google Collaboratry.
 - "multi_label_CV_final.h5": the CNN saved in a h5 keras format, to be used for the test, and other purposes. 
 - "test_multi_label.zip": the test dataset used in the paper, saved in a zip compressed file (634 images). 
 - "multi_label_CV_final.tflite" : the CNN saved in a tflite format, ready for deployment in a mobile application.
DOI: 10.5281/zenodo.6406318
title: DA Diffusion Simulation for: A fluorescent nanosensor paint reveals the heterogeneity of dopamine release from neurons at individual release sites

description: Code developed for the revision of: Elizarova, S., Chouaib, A., Shaib, A., Mann, F., Brose, N., Kruss, S., & Daniel, J. A. (2021). A fluorescent nanosensor paint reveals the heterogeneity of dopamine release from neurons at individual release sites. BioRxiv, 2021.03.28.437019. https://doi.org/10.1101/2021.03.28.437019
DOI: 10.5281/zenodo.6406317
title: DA Diffusion Simulation for: A fluorescent nanosensor paint reveals the heterogeneity of dopamine release from neurons at individual release sites

description: Code developed for the revision of: Elizarova, S., Chouaib, A., Shaib, A., Mann, F., Brose, N., Kruss, S., & Daniel, J. A. (2021). A fluorescent nanosensor paint reveals the heterogeneity of dopamine release from neurons at individual release sites. BioRxiv, 2021.03.28.437019. https://doi.org/10.1101/2021.03.28.437019
DOI: 10.17632/8bfy28d8mf.2
title: Effect of Mesenchymal Stem Cells With/Without Silymarin Against Liver Fibrosis in In Vitro Cell Line HepG2 with Study on Nuclear Factor-Kappa β, Caspase3, Apoptosis, Necrosis, Proliferation,and Collagen

description: We hypothesize Mesenchymal Stem Cells could Improve Liver Fibrosis. This research is an experimental pre and post test in vitro. Hepatocyte stem cells were taken from the umbilical cord of newborns, processed in the Prodia stem cell laboratory (Prostem). Hep.G2 cell line culture cells from ATCC, USA. Cell lines were divided into 4 groups: Cb (negative control), C1 (positive control / silymarin), C2 (Mesenchymal stem cells / MSC), C3 (MSC+Sylimarin), each group made 3 plates, consisting of 7 wells. Examination was carried out on NF-kβ, Caspase-3, Apoptosis, Necrosis, Proliferation, and cytopathologically seen the growth of collagen.
Cytopathological test of cell line hepG2 showed fibroblast growth. In the isolation of UC-MSC, the phenotype results were CD 73+, CD90+, CD105+ and Lin- and condotioned medium BDNF, SDF1, FGF, VEGF, EGF, NGF, IL10, IL1β, IFN-α, MCP1, IL6, IL12p70, IL17A, IL18, IL23
NF-kβ test used Anova test, NF-kβ inhibition at 24 and 48 hours compared to control, significant p<0.05. The difference between the treatment variables at 24 hours was not significant but the difference was significant at 48 hours.
Caspase-3 test at 24 hours used Anova test. At 48 hours Kruskal Wallis test. Caspase inhibition compared to control, not significant, between treatment variables significantly different at 48 hours p<0.008
Apoptosis test at 24 hours used the Kruscal Wallis test, while at 48 hours the ANOVA test was used. Apoptotic inhibition compared to control was significant, at 24 hours with p<0.002 at 48 hours with p<0.001. Significant differences in treatment variables were obtained at the 24th hour with p<0.002. While the 48th hour is not significant.
Necrosis test at 24 hours used the Kruscal Wallis test and at 48 hours the ANOVA test was used. Necrosis inhibition compared to control, C2 significance, at 24 hours or 48 hours, for C1 and C3 was not significant. The sylimarin test is not significant
The proliferation test at 24 and 48 hours used the Kruscal Wallis test. C2 activated proliferation compared to control, significant, p=0.338 at 24 hours and p=0.337 at 48 hours. C1 p=0.002 and C3 p=0.002 at 24 and 48 hours, not significant. The sylimarin test is not significant
Our conclusion are disclosed as follow : There is collagen growth. Mesenchymal stem cells inhibited NF-kβ, necrosis, apoptosis, proliferation activation significantly, caspase-3 inhibition was not significant, while sylimarin for NF-kβ inhibitory effect, apoptosis, was significant, but the effect of inhibition of necrosis, caspase and proliferation activation, was not significant.
DOI: 10.17632/bz8tcv6dgh.1
title: Mandibular Condyle Tissue Reaction to Low Intensity Pulsed Ultrasound in Young Adult Rats: Micro Computed Tomographic and Histomorphometric Datasets

description: Herein the data associated to the manuscript with the same title submitted to "Data in Brief" journal is provided. Sheet one presents the data used for calculating the error of measurements and intra-class correlation coefficient (ICC) test. Sheet two is the data from different groups which compared using either independent sample t-test or generalized estimating equation (GEE). The results of the statistical analysis are available in Tables 1-4 in the manuscript.  Further interpretation of the datasets can be found in https://doi.org/10.1016/j.bonr.2021.101122 [1].
DOI: 10.5281/zenodo.6406519
title: Radiofrequency ultrasound signals from bovine cartilage samples degraded with trypsin and collagenase

description: The folder Repository_RF_data contains the radiofrequency (RF) data acquired with an ArtUS EXT-1H system (Telemed, Italy) equipped with a 192 elements linear probe L15-7H40-A5 working in the frequency range 7.5-15 MHz, in the matlab format ".mat". Data were collected at 15 MHz, with a sampling rate of 40 MHz, adjusting the focus in the middle of the samples. The analysed samples were bovine cartilage samples, divided in three groups: - Control group: cartilage sample without any chemical treatment. - Trypsin group: cartilage samples immersed in a trypsin solution for 4h. - Collagenase group: cartilage samples immersed in a collagenase solution for 24h. The folder Repository_RF_data includes 2 matlab variables: - trypsin.mat = data acquired from 6 samples before and after the trypsin treatment - collagenase.mat = data acquired from 6 samples before and after the collagenase treatment Each variable is a TxN cell, where T is the time point of evaluation and N is the number of samples. The first row of each variable corresponds to the time zero of treatment, that is the control group; while the second row includes measurement at the final time point of treatment (4h for trypsin an 24h for collagenase). In particular, a single RF frame was acquired for all the analyses. Each recorded RF frame resulted in a matrix in which the columns (57) represented the number of RF scanning lines in a specific RF window, while the rows (727) constituted the number of samples in a single scanning line. For the details, see the articles published on Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Sorriento A, Cafarelli A, Valenza G, Ricotti L. Ex-vivo quantitative ultrasound assessment of cartilage degeneration. Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:2976-2980. doi: 10.1109/EMBC46164.2021.9630198. PMID: 34891870.
DOI: 10.5281/zenodo.6406518
title: Radiofrequency ultrasound signals from bovine cartilage samples degraded with trypsin and collagenase

description: The folder Repository_RF_data contains the radiofrequency (RF) data acquired with an ArtUS EXT-1H system (Telemed, Italy) equipped with a 192 elements linear probe L15-7H40-A5 working in the frequency range 7.5-15 MHz, in the matlab format ".mat". Data were collected at 15 MHz, with a sampling rate of 40 MHz, adjusting the focus in the middle of the samples. The analysed samples were bovine cartilage samples, divided in three groups: - Control group: cartilage sample without any chemical treatment. - Trypsin group: cartilage samples immersed in a trypsin solution for 4h. - Collagenase group: cartilage samples immersed in a collagenase solution for 24h. The folder Repository_RF_data includes 2 matlab variables: - trypsin.mat = data acquired from 6 samples before and after the trypsin treatment - collagenase.mat = data acquired from 6 samples before and after the collagenase treatment Each variable is a TxN cell, where T is the time point of evaluation and N is the number of samples. The first row of each variable corresponds to the time zero of treatment, that is the control group; while the second row includes measurement at the final time point of treatment (4h for trypsin an 24h for collagenase). In particular, a single RF frame was acquired for all the analyses. Each recorded RF frame resulted in a matrix in which the columns (57) represented the number of RF scanning lines in a specific RF window, while the rows (727) constituted the number of samples in a single scanning line. For the details, see the articles published on Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Sorriento A, Cafarelli A, Valenza G, Ricotti L. Ex-vivo quantitative ultrasound assessment of cartilage degeneration. Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:2976-2980. doi: 10.1109/EMBC46164.2021.9630198. PMID: 34891870.
DOI: 10.6084/m9.figshare.16988539.v1
title: Data and R code from: Multiple anthropogenic pressures eliminate the effect of biodiversity on ecosystem functions

description: Biodiversity contributes to maintaining ecosystem functions when faced with anthropogenic pressures. However, ecosystems are now exposed to a rapidly growing number of such pressures, and it remains unknown whether biodiversity can still sustain ecosystem functioning under anthropogenic pressures. Here we investigated the effects of soil biodiversity on soil functions and properties when faced with an increasing number of simultaneous global change factors (GCFs). Higher soil biodiversity had a positive effect on soil functions and properties when zero and only a few (e.g., 1 – 4) GCFs were applied, but this positive effect was eliminated by the co-occurrence of<br>numerous GCFs. This was attributable to the reduction of soil fungal abundance and the relative abundance of a bacterial cluster. These results suggest that biodiversity can contribute to ecosystem functions only when a few GCFs are active, but that this will be jeopardized by the presence of multiple GCFs. Our study indicates that reducing the number of anthropogenic pressures should be a goal in ecosystem management, in addition to biodiversity conservation.
DOI: 10.5281/zenodo.6406549
title: Cohesion data of microservices of Spinnaker application

description: This repository stores the cohesion data of the Spinnaker application.
DOI: 10.5281/zenodo.6406548
title: Cohesion data of microservices of Spinnaker application

description: This repository stores the cohesion data of the Spinnaker application.
DOI: 10.5281/zenodo.6406539
title: Single-Writer Synthetic Strikethrough Dataset

description: This dataset is based on the train set from https://doi.org/10.5281/zenodo.4765062 and contains registered pairs of clean and struck-through handwritten. The text, a passage from Bram Stoker's Dracula, was written by a single writer, using a blue ballpoint pen on regular white paper. The 126 word images have been synthetically struck through (generated via: https://doi.org/10.5281/zenodo.4767062), using one of the following stroke types: single horizontal line, double horizontal lines, diagonal, cross, wave, zigzag, scratch.