cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/5269fdh6g8
title: Structural redundancy in supracellular actomyosin networks enables robust tissue folding. Yevick et al.

description: Myosin network data at when folding initiates (t=0): including vertices (myosin nodes), interfaces (network connections), raw myosin image, membrane image, and image of mask applied.
DOI: 10.17632/gwcs3h598t
title: hGH transgenic cell and pig genome PCR

description: confirmation of transgenic PFF cell line establish by PCR and hGH transgenic pig genomic PCR. This data is original underlying image for journal submission.
DOI: 10.17632/nmbmgmzv7z
title: Data for: Jiadifenolide induces expression of cellular communication network factor (CCN) genes, and CCN2 possesses neurotrophic activity in neuronal precursor cells derived from human induced pluripotent stem cells

description: Jiadifenolide induces expression of cellular communication network factor (CCN) genes, and CCN2 possesses neurotrophic activity in neuronal precursor cells derived from human induced pluripotent stem cells Jiadifenolide has been reported to have neurotrophin-like activity in primary rat cortical neurons, and also possesses neurotrophic effects in neuronal precursor cells derived from human induced pluripotent stem cells (hiPSCs), as we have previously reported. However, the molecular mechanisms by which jiadifenolide exerts its neurotrophic effects in rat and human neurons are unknown. Thus, we aimed to investigate the molecular mechanisms and pathways by which jiadifenolide promotes neurotrophic effects. Here, we found that jiadifenolide activated cellular communication network factor (CCN) signaling pathways by up-regulating mRNA level expression of CCN genes in human neuronal cells. We also found that CCN2 (also known as connective tissue growth factor, CTGF) protein promotes neurotrophic effects through activation of the p44/42 mitogen-activated protein kinase (MAPK) signaling pathway. This is the first discovery which connects neurotrophic effects with CCN signaling.
DOI: 10.17632/sfdmvyd7v4
title: Data for: Yunpiheluo decoction attenuates insulin resistance in ZDF rats by regulating liver miR-29a-3p

description: Raw data of RP-HPLC detection method for active constituents in lyophilized powder of Yunpiheluo
DOI: 10.17632/k57tt93kgr
title: MD-2831 Update Java version in the Docker containers

description: MD-2831 Update Java version in the Docker containers
DOI: 10.17632/k6nbzds97v
title: landslide susceptibility of Czechia

description: results of susceptibility models that were calculated using logistic regression
DOI: 10.17632/j9pvkrh3pr
title: Data for: Lead oxide nanospheres in seismically deformed zircon: traces of paleo-earthquakes?

description: The uploaded data represent TEM and SHRIMP results of the zircon grains from Ivrea-Verbano Zone (Northern Italy).
DOI: 10.17632/2dfgzyfppv
title: Data for: Using referenda to improve targeting and decrease costs of conditional cash transfers

description: This is the data associated with the paper "Using referenda to improve targeting and decrease costs of conditional cash transfers." This dataset is also available through the World Banks Microdata Repository, which contains a broader description of the data collection process, in January of 2019: http://microdata.worldbank.org/index.php/home.
DOI: 10.17632/djvb6k8brb
title: Biofilm migration videos

description: Video 1: Active detachment of bacterial cells from the frontline of interstitial biofilms and free movement of planktonic cells or small bacterial clusters were noticed after 24 h of biofilm culture in a humid chamber. Video 2: The dispersed cells seeded a nearby area and re-established a standalone “daughter” biofilm. The “daughter” biofilms expanded to merge with the primary biofilm and lead to migration of the interstitial biofilm.
DOI: 10.17632/5szx89y8fm
title: Data for: Classroom Experiments as a Replication Device

description: Dataset for the accompanying paper: "Classroom Experiments as a Replication Device". Data in Stata 15 .dta format, and code in the .do file.
DOI: 10.17632/sm8rft3bvf
title: Data for: Fourier transform CO spectra near 1.19 μm
DOI: 10.17632/bkg9wxr6b8
title: Data for: Synchronous A-type and adakitic granitic magmatism at ca. 2.2 Ga in the Jiao–Liao–Ji belt, North China Craton: Implications for rifting triggered by lithospheric delamination
DOI: 10.17632/h34bzs29r5
title: Prediction of Consciousness Recovery in Deep Coma after Acute Traumatic Brain Injury based on EEG Functional Connectivity Features and Decision Tree Classifier

description: In recent years advanced neurocomputing and machine learning techniques have been used successfully for the prediction of medical outcomes. In the presented study, a novel computer model is presented for the prediction of the recovery of consciousness in patients with severe traumatic brain injuries in acute coma. The model reconstructs the time courses of synchronized neuronal components in EEG data and uses their topographies as features in Decision Tree classifier. The data were obtained from patients with severe TBI in acute state (1-7 days after trauma). A total of 21 patients with GCS score of 3-4 upon arriving at the emergency unit were assigned to training and test sets. The core set of predictors included topographies of cross-frequency phase interactions and correspondent Phase Locking Values. With each of these sets we designed a model predicting the recovery of consciousness based on Glasgow Coma Scale measurements as of 3 months after the trauma. We performed a binary classification: ‘positive’ for those with GCS score &gt; 10, and ‘negative’ for the patients with GCS &lt; 7 being measured 3 months after the trauma. Accuracy, ROC/AOC were used as measurements of performance of the predictive model. It was discovered that the patterns of EEG functional connectivity in the theta and alpha frequency bins recorded during tactile simulation in acute coma are distinctive with regard to the level of consciousness which the patients exhibited further on. In the area of predicting the recovery of consciousness in TBI patients, DT classifier delivered modest results. This study shows that nonlinear analysis of EEG can be a useful method for discriminating between positive and negative outcome with regard to recovery of consciousness in patients early after trauma. It is suggested that this analysis may be a complementary tool to help clinicians deliver early bedside diagnosis.
DOI: 10.17632/z9btpyd8vr
title: Data for: Possible involvement of HSP70 in pancreatic cancer cell proliferation after heat exposure and impact on RFA postoperative patient prognosis

description: The data including each experiments' results related to this article.
DOI: 10.17632/5rv34hm7xj
title: Data for: Response characteristics of gradient data from the frequency-domain controlled-source electromagnetic method
DOI: 10.17632/dvm6cxwgkn
title: Data for: The cardiovascular toxicity induced by gatifloxacin and ciprofloxacin in zebrafish

description: the data for the cardiovascular toxicity induced by gatifloxacin and ciprofloxacin in zebrafish
DOI: 10.17632/h4fyh7xvfn
title: Data for: Propagation properties of Hot Flow Anomalies at Mars: MAVEN observations

description: This table contains a list of Hot Flow Anomalies at Mars with their basic parameters detected by MAVEN spacecraft
DOI: 10.17632/m7jz75gvrn
title: Data for: Addition-type Alkoxysilyl-substituted Polynorbornenes for Post-Combustion Carbon Dioxide Separations

description: Supplemental Information
DOI: 10.17632/6crh35nc96
title: Data for: Sustainability assessment of inland transportation in China: A triple bottom line-based network DEA approach

description: Inland transport in China by provinces, 2006-2015
DOI: 10.17632/j72f6nhxh8
title: Data for: Lithological, mineralogical and geochemical characteristics of sandstone-hosted uranium deposits in the Yili Basin: Implications for diagenetic high temperature caused by coal self-ignition?

description: The U, Mo and Se concentrations of sandstones in Yili Basin, western China
DOI: 10.17632/tm2w9wf2zr
title: Data for: Numerical simulation of entropy generation due to natural convection heat transfer using a Kernel Derivative-Free (KDF) incompressible smoothed particle hydrodynamics (ISPH) model

description: This file contains 18 animations related to the current work as a supplementary material
DOI: 10.17632/nst62jhc22
title: Data for: A global analysis of the morphology of linear erosion features

description: Length, width and depth of erosion features as function of selected soil and environmental factors
DOI: 10.17632/ss44mvx545
title: Data for: Production of phycocyanin by <i>Leptolyngbya</i> sp. in desert environments

description: Experimental data for light and temperature experiments for biomass and phycocyanin production under turbidostat cultivation conditions for Leptolyngbya sp. QUCCCM 56 Statistical Analysis data files for phycocyanin extraction from A. platensis and Leptolyngbya sp. QUCCCM 56
DOI: 10.17632/3gg4wcxby5
title: Parliamentary election results Romania 2008

description: The dataset contains the votes obtained by each party's candidates in the single seated districts in the Romanian parliamentary elections (Chamber of Deputies) in 2008.
DOI: 10.17632/prjjdsss2m
title: Biogeochemical Selectiveness of Cedars Over Metamorphic Rocks of the Escambray Complex, Sancti Spiritus, Cuba.

description: Cedars (Thuja L), growing in well-developed alluvium overlying Cretaceous metamorphic rocks from the Escambray Complex, were sampled to determinate whether concentrations of copper and other pathfinder elements in plant tissue were related to ore in the studied sector.  These results are compared to those obtained from a soil sampling using the same grid as for the biogeochemical sampling.  At each sampling point, leaves, flowers, and the end of young branches were sampled.
The main elements concentrated on cedars are lead (65%), silver (24 %), and copper (8%), which are elements directly related to the studied pyrite-copper outcrop.  Soil samples chiefly concentrate molybdenum (81%), which is not a pathfinder element for this type of ore.  Accordingly, to the results of the degree of contrast of the different anomalies, the best material to be sampled are the ends of young branches.  However, also the flowers and the leaves from cedar give better result than the soil sampling. A compound sample of branches, flowers and leaves is also recommended for sampling. Since the biogeochemical sampling is more effective, and it reduces the overall quantity of samples, it is recommended to introduce this method, although more experimental work should be done to improve the quality of the interpretation.
These results are also a demonstration of the effectiveness of biogeochemical samplings in tropical environments.
DOI: 10.17632/3kb6hwbz8r
title: Data for "An Exact Approach for the Minimum-Cost Bounded-Error Calibration Tree Problem"

description: Data used in the above-mentioned paper.
DOI: 10.17632/74k8hs78db
title: raw measured data of mercury intrusion, N2 and CO2 adsorption, permeability tests.

description: All the data was abtained under the support of the National Science Foundation of China (Grand No: 41430317, 41402136) and the Scientific Research Foundation of Key Laboratory of Coalbed Methane Resources and Reservoir Formation Process, Ministry of Education (China University of Mining and Technology) (Grand No: 2019-009). The data file from mercury intrusion method is named by "data of MIP", the data file from N2 and CO2 adsorption tests was entitled "data of N2 adsorption" and "data of CO2 adsorption", and the data file from permeability test is named by "20160910". The data listed here can be cited and interpreted for researching.
DOI: 10.17632/7spcpt5rm3
title: Dataset 4O.5: Solutions files, sigma = 10, part 5 (Nam et al., Robustness and parameter geography in post-translational modification systems)

description: All proper solutions files for Paramotopy runs with \sigma = 10 on ILR-sampled parameter points in [10^{-p}, 10^p]^6, with \epsilon_2 = \phi_0 = 0, for p = 1, 2, 3, 4, 5.
DOI: 10.17632/bf2whz9p6g
title: Data for: Effect of high-pressure processing on carotenoids profile, color, microbial and enzymatic stability of cloudy carrot juice

description: Please find in attached files all results from our experiment for proving obtained results.
DOI: 10.17632/32n8cc4syr
title: Data on the calculation of thermo-gasdynamic characteristics of open-cathode fuel cell stack depending on the location of the oxidizer/cooling supply system

description: The content of this data computational calculated data of the distribution of temperature fields, gas flows oxidizer, air flows in the cooling system of the bipolar plate, depending on the location of the oxidizer/cooling supply system. Solid Works Flow Simulation and Solid Works Simulation software program complex were used to perform calculations.
DOI: 10.17632/dkf65jd9fc
title: Data on A Goal Programming Model for Optimizing the Reverse Logistics Network of Glass Containers, and an Application in Turkey

description: Since there is no data available in the literature or through internet, we really made an effort to find real data and try to estimate non-available data through available ones, correctly. Scalar and parameters of the mathematical model in the study are estimated according to assumptions shown as below, and are given in folders. Assumptions • There are 3 source of glass containers. These are from recycle bins, HORECA and other waste recyclers, and those amounts are estimated according to some past data. • All cost parameters are foreknown which are calculated from real data, and will be shown in detail. • Cost parameters will be determined with estimated inflation rate for the future periods and revenue parameters will be determined according to government payments per ton of recycled glass. • Glass container consumption is directly proportional with the population of a town. So, for districts in which this data does not exist, the amount of glass can be collected through recycle bins is estimated according to their populations. • The glass container source from other recyclers are assumed as 10% of total amount of glass containers available through recycle bins in each period. • At the beginning of first period, 10 million Turkish Liras (TL) budget is available. Thereby, Bp parameter becomes 10,000,000 for the first period and 0 for the rest of periods. • For operational side of glass recycling facility, we have stayed in touch with a real firm named “Cam Kırığı” located in Gebze/Istanbul through telephone interviews to get data (telephone interview, March 2019). • The information about the glass manufacturer belongs to Sisecam Company, which is biggest glass manufacturer in Turkey. • Equivalent cost parameters for future periods will be adjusted according to official price increases and inflation expectations. • 1 year consists of 250 workdays. So, WD scalar becomes 250. • Distances between facilities and glass container sources are based on highway routes. • One driver and one assistant are required for each truck type 1 whereas only a driver is needed for truck type 2. So, these are summed with the required number of workers in the facility in order to find total number of personnel.
DOI: 10.17632/jp9m2nmpry
title: Heparan sulfate co-immobilized with cRGD ligands and BMP2 on biomimetic platforms promotes BMP2 mediated osteogenic differentiation. Figure 5

description: We knocked down beta1 or beta3 integrins on C2C12 cells and we plated these cells on biomimetic platforms presenting immobilized heparan sulfate (iHS) with adsorbed BMP2 (aBMP2) compared to the conditions with soluble BMP2 (sBMP2) and BMP2 directly immobilized (iBMP2). The knocking down reduced p-SMAD 1/5/9 levels at short time points (1.5 hour) and ALP expression 3 days after plating. p-SMAD 1/5/9 remained low on cRAD platforms, however the expression of ALP was up-regulated on cRAD platforms presenting iHS and aBMP2. Figure 5a: Cells were silenced for either beta1 or beta3 integrins and plated on cRGD and cRAD platforms presenting sBMP2, iHS, iHS + aBMP2 and iBMP2, and fixed after 1.5 h for p-SMAD1/5/9 staining. Representative immunofluorescence images shown the intensity of p-SMAD1/5/9 translocated into cell nuclei on all different conditions and cell-type. The quantification of the triplicate expriment is shown in figure 5b of Sefkow-Werner et al. 2020 (submitted). Figure 5c: Representative ALP staining of C2C12 cells scrambled, silenced for beta1 (si beta1) and beta3 (si beta3) integrins, plated on cRGD or cRAD platforms co-presenting sBMP2, iHS, iHS+aBMP2 and iBMP2 and fixed after 3 days. The quantification of the triplicate expriment is shown in figure 5d of Sefkow-Werner et al. 2020 (submitted).
DOI: 10.17632/hnmb43sj5s
title: Experimental data for computing semantic similarity between concepts using multiple Inheritances in Wikipedia category graph

description: In this data article, we provide experimental data to compute the semantic similarity between the concepts (words) taken from the gold standard word similarity benchmarks MC30 (English), RG65 (Spanish), and RG65 (French). This data is related to the multiple inheritance-based semantic similarity methods proposed in In M. J. Hussain, et al. The dataset contains four folders named as "Benchmarks_results_graphs", "French_RG65", "MC30", and "Spanish_RG65" respectively. The folder "Benchmarks_results_graphs" contains the Pearson correlation values of the experimental results of English (MC30), French (RG65), and Spanish (RG65) benchmarks. The Folders “French_RG65”, “MC30”, and “Spanish_RG65” have all the necessary pre-processed data files to execute the python based program to compute the semantic similarity between French, English, and Spanish Wikipedia concepts according to our methods. For example, the folder “French_RG65” contains: (1) the experiments on RG65 (French) benchmark in the sub-folder named as “French_RG65_results”, (2) the required data for the computation of Information Content (IC) with respect to category hyponyms and category pages in the sub-folder names as “predate_fr”, (3) the disambiguated French Wikipedia concepts in the file named as “disambiguated_benchmark.csv”, (4) the French Wikipedia concepts page ids in the file named as “fr_RG65_pageid.csv”, (5) the French Wikipedia page associated categories in the file named as “fr_RG65_page_categories.txt”, (6) the source code to compute the semantic similarity between the concepts of French Wikipedia using IC with respect to category hyponyms in the file named as “RG_French_Sim_IC_hypos.txt”, (7) the source code to compute the semantic similarity between the concepts of French Wikipedia using IC with respect to category pages in the file named as “RG_French_Sim_IC_pages.txt.”, and (8) the source code to reproduce the data associated to Table 3 in the file named as “Table3_French.txt”. These data folders provide all the necessary pre-processed data files to execute the python-based program to reproduce the experimental results of our semantic similarity methods and further analysis on the graphical structures of different Wikipedia category graphs.
DOI: 10.17632/rvytxvd32g
title: CARS spectral profiles for homonuclear diatomic molecules

description: Title of program: CARS Catalogue Id: AAHJ_v1_0 Nature of problem Raman spectra of molecules can be obtained with a much higher degree of sensitivity using Coherent Anti-Stokes Raman Spectroscopy (CARS). Calculations based on comparisons of experimental CARS data with computer-synthesized spectra are very useful for the determination of temperature and molecular concentrations in many engineering and scientific applications. These calculations are also invaluable to the basic understanding of the CARS process itself. Some of these important applications includ ... Versions of this program held in the CPC repository in Mendeley Data AAHJ_v1_0; CARS; 10.1016/0010-4655(78)90111-X This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/sp782yzk77
title: Data for: Governance factors of sustainable stormwater management: A study of case cities in China and Sweden
DOI: 10.17632/vdvmj3zwf4
title: Overlay IE2020

description: Using artificial intelligence, deep learning in particular, requires datasets that are accurately annotated. An annotated impact echo dataset of concrete bridge specimens with overlay systems (Overlay IE2020) is formed to benchmark, develop, and apply deep learning models for concrete bridge deck evaluation using non-destructive evaluation and testing methods. Overlay IE 2020 includes impact echo waveforms stored in text files where the first column represents the time and the second column represents the amplitude of the signal. This dataset (once it is unzipped) is segmented in three folders, each contains impact echo waveforms collected from defected (D) and sound (S) concrete with bonded overlay system. In addition, Overlay IE 2020 also includes debonded overlay regions (DB) all validated with the ground truth (known location and geometry of the defects and overlay system).
DOI: 10.17632/9kk56t3gjh
title: Data for: Platelet-to-lymphocyte ratio is associated with cardiovascular disease in continuous ambulatory peritoneal dialysis patients

description: This is the inflammation-related data of 70 patients with CAPD in our center.
DOI: 10.17632/d34rjd5ydz
title: Morphometric variables of Menippe frontalis collected in Posorja, Ecuador

description: The file presents the morphometric variables recorded for Menippe frontalis in Posorja, Ecuador.  A digital Vernier Calliper was used.
DOI: 10.17632/gs6dx4kdtx
title: Data for: ARE EXTINCTION DEBTS REFLECTED IN TEMPORAL CHANGES OF LIFE HISTORY TRAIT PROFILES? A FIFTEEN-YEAR REAPPRAISAL OF BRYOPHYTE METACOMMUNITIES IN A FRAGMENTED LANDSCAPE

description: Research data is composed of three excel files as follows: Estimates_abundance_epiphyll: contains the estimate abundance of epiphyll by 20x20 m subquadrant of each 1-ha study plot for all the fragment reserves studied. PDBFF_epiphyllous_community_structure_dataset: contains the species record for each 1-ha study plot for all the fragment reserves studied. PDBFF_Epiphyllous_species_Life_history_traits: life history traits code for all epiphyllous species in the PDBFF reserves
DOI: 10.17632/d3fsrz6yw7
title: Developmental expression of human tau in Drosophila melanogaster glial cells induces motor deficits and disrupts maintenance of PNS axonal integrity, without affecting synapse formation.

description: Examining the pathological significance of developmental human tau expression in Drosophila PNS glial cells
DOI: 10.17632/htxxxhvv2t
title: Data for: Molecular cloning and functional analysis of TRAF6 from Yangzhou great white goose Anser anser
DOI: 10.17632/nkkgfwh3t7
title: Data for: Lactic Acid-Mediated Endothelial to Mesenchymal Transition through TGF-β1 Contributes to in-Stent Stenosis in Poly-L-Lactic Acid Stent

description: Supplementary figures and figure legends for the main text.
DOI: 10.17632/9crbzcs97z
title: Data for: Effects of pH on the incubation and early development of fish species with different reproductive strategies

description: The data from my article has the measurements made on eggs and larvae. It has the measured limnological variables.