cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/s5s8dz7r69.1
title: Laser Doppler Anemometry Dataset of Water Flow Downstream of a Venturi Nozzle at Fully Developed and Disturbed Inlet Flow Conditions.

description: This dataset contains velocity measurements in water collected with two laser Doppler anemometry probes downstream of a Venturi nozzle. The measuring volume size is 0.92 mm (along x-axis) and 0.06 mm (y-axis and z-axis). Measurements were carried out at four bulk Reynolds numbers between 50.000 and 945.000, at temperatures of 20 °C and 60 °C and at an abs. pressure of 2.5 bar. No positional corrections have been applied to the present dataset. Besides results for a fully developed upstream velocity profile (undisturbed), an asymmetric swirl disturbance generator was installed upstream of the Venturi nozzle and the measurement regime was repeated (disturbed). Detailed information about the experimental setup and procedures are available at DOI:10.1016/j.flowmeasinst.2020.101756. Describtion of the data structure: individual_burst_data: Filenames indicate in that order, separated by "_": - the upstream flow condition ("undist": fully developed pipe flow, "dist": asymmetric swirl disturbance generator 6D upstream of the optical access) - Reynolds-number in the upstream DN 150 pipe (e.g. "Re50k": Re = 50000) - Fluid temperature (e.g. "60C": T = 60 °C) - Number of the individual measurement out of three repeat measurements each (e.g. "1": First of three repeat measurements) - Description of the measurement system used (e.g. "ch1": System 1 was used for measurement) Each file contains one individual valid LDA burst event per row with four columns: x / mm - Horizontal position of the measuring volume center inside a 2-dimensional coordinate system that is perpendicular to the flow and with point of origin at the pipe axis. y / mm - Vertical position of the measuring volume center inside a 2-dimensional coordinate system that is perpendicular to the flow and with point of origin at the pipe axis. t / s - Relative time since start of the point-wise LDA measurement consisting of a number of individual LDA bursts. v / m/s - stream-wise particle velocity of this individual LDA burst. LDA bursts were collected at 300 points distributed all over the cross-sectional area of the glass pipe. due to limitations in software data handling, the resolution of the relative burst event time is limited to 1 millisecond. As a result, coincidental time stamps are occuring. Likewise, reset of the relative time appears sometimes. mean_velocities_data: Filenames follow the same scheme as for the individual burst data. Each file contains one row for each of the 300 measurement positions. x / mm - See above. y / mm - See above. v_mean / m/s - Average velocity of the LDA burst ensemble from the associated individual_burst_data-file. Averaging was carried out by inverse velocity weighting. Additionally, velocities were interpolated from nearby points if less than 10 bursts were recorded. Tu / % - Relative turbulence intensity. One standard deviation of the LDA burst velocity distribution divided by the arithm. mean velocity.
DOI: 10.17632/7xf7gktjjg.2
title: Oil body formation in Marchantia polymorpha is controlled by MpC1HDZ and serves as a defense against arthropod herbivores. Romani, Banic et al.
DOI: 10.17632/cdmtdhfz79.1
title: Deficiency in 3-hydroxysteroid-8, 7-isomerase enhances epidermal permeability barrier

description: Deficiency in 3-hydroxysteroid-8, 7-isomerase enhances epidermal permeability barrier
DOI: 10.17632/cr5p228zy7.1
title: Appendix A. Supplementary data

description: supplementary-fig. 1. Spectra of the leader tip for As, Fs and Gs at different time. (1)-(12) the spectra of leader As. (13)-(22) the spectral images of leader Fs. (13a)-(22a) the corresponding spectra of leader Fs. (23)-(28) the spectral images of leader Gs. (23a)-(28a) the corresponding spectra of leader Gs. supplementary-fig. 2. Spectra of the dart stepped leader tip for Bds, Cds and dart leader Id and Kd at different time. (1)-(9) the spectra of dart stepped leader Bds, (10)-(14) the spectra of dart stepped leader Cds, (15)-(20) the spectra of dart leader Id, (21)-(26) the spectral images of dart leader Kd. (21a)-(26a) the corresponding spectra of dart leader Kd.
DOI: 10.17632/nj9r2k8zp9.1
title: Raw data for modeling the impact of consumer satisfaction on dairy brand attitude, brand preference and purchase intentions in Morocco

description: Research data are collected via an online self-administered questionnaire from a sample of Moroccan consumers of a dairy brand. The questionnaire was self-administered via the Google Forms tool during the months of April 2020. A total of 195 responses from consumers were received, including 110 women and 85 men. The age of the respondents varies between 16 and 60 years old with an average age of 24.9587. In addition, 78.6% of the respondents are single, 19.5% married and 1.9% divorced. The findings indicate a positive influence of consumer satisfaction on brand attitude, brand preference, and purchase intentions.
DOI: 10.17632/nj9r2k8zp9.2
title: Raw data for modeling the impact of consumer satisfaction on dairy brand attitude, brand preference and purchase intentions in Morocco

description: Research data are collected via an online self-administered questionnaire from a sample of Moroccan consumers of a dairy brand. The questionnaire was self-administered via the Google Forms tool during the months of April 2020. A total of 195 responses from consumers were received, including 110 women and 85 men. The age of the respondents varies between 16 and 60 years old with an average age of 24.9587. In addition, 78.6% of the respondents are single, 19.5% married and 1.9% divorced. The findings indicate a positive influence of consumer satisfaction on brand attitude, brand preference, and purchase intentions.
DOI: 10.17632/rcc9263krx.1
title: CTC Model

description: A model to describe inclusive education
DOI: 10.17632/9jndrnghj5.1
title: Barcodes of rock matrix during chemical dissolution

description: The dataset contains data for two numerical experiments simulating chemical dissolution of rock matrix. Experiments are done for 2D models generated as a truncated Gaussian field. The input parameters such as pressure drop, diffusion coefficient and reaction rate varied as provided in files ParN.txt. Output parameters are time-dependent porosity, permeability, and tortuosity of the pore space. Also the barcodes for connectivity components of the rock matrix are provided in files BarcodesXXXX.txt to characterize the changes in topology of the pore space and rock matrix.
DOI: 10.17632/cdmtdhfz79.2
title: Deficiency in 3-hydroxysteroid-8, 7-isomerase enhances epidermal permeability barrier

description: Deficiency in 3-hydroxysteroid-8, 7-isomerase enhances epidermal permeability barrier
DOI: 10.17632/k2shp5x3vn.1
title: Reconocimiento geológico-petrológico-paleonteológico de la región del Potrero el Llano, Aldama,Chihuahua.

description: Este conjunto de datos contiene fotografías, durante trabajo de investigación, de las unidades geológicas aflorantes, de edad cretácico tardío, así como material paleontológico de la región del Potrero el Llano, municipio de Aldama, Chihuahua. Dentro de la carta geológico-minera H13-D42 (1:50,000), situado en la provincia fisiografia Sierras y Llanuras del Norte.
DOI: 10.17632/smymkjcbxx.1
title: Field monitoring results of a residential exhaust air heat pump (air to air heat pump)

description: Figure 1 (Fig1_Measurement_Setup) shows a hydraulic illustration of the investigated exhaust air heat pump (EHA-HP) and the position of the installed sensors. Air temperature and humidity on all four sides of the unit (outdoor air, extract air coming from the building, supply air to the building and exhaust air leaving the house) and electrical power consumption of the unit (compressor and ventilators) were measured and logged. The measurement period was 55 winter days with an interval of 1 second. In addition, the dynamic pressure difference (as an indication of the air volume rate) on the exhaust side was logged during the measurement period. Finally, the air volume rates of the unit at different ventilation levels was measured using Constant injection tracer gas method. Figure 2 (Fig2_summary_Vol_rates) summarizes the measured air volume rates and ventilators’ powers usage in different levels. The measurements were conducted in a KfW 55 efficient house with a living area of 235 m² near Stuttgart, Germany. The EHA-HP was installed in an air based hybrid heating system as the central heating source of the building. Figure 3 (Fig3_Applied_Sensors) gives an overview of the applied measurement methods and used sensors. Logging and conversion of signals were conducted using a modular I/O system; the fieldbus controller Ethernet 750-881 from WAGO Kontakttechnik.
DOI: 10.17632/smymkjcbxx.2
title: Field monitoring data on a residential exhaust air heat pump system (air to air heat pump)

description: Figure 1 (Fig1_Measurement_Setup) shows a hydraulic illustration of the investigated exhaust air heat pump (EHA-HP) and the position of the installed sensors. Air temperature and humidity on all four sides of the unit (outdoor air, extract air coming from the building, supply air to the building and exhaust air leaving the house) and electrical power consumption of the unit (compressor and ventilators) were measured and logged. The measurement period was 55 winter days with an interval of 1 second. In addition, the dynamic pressure difference (as an indication of the air volume rate) on the exhaust side was logged during the measurement period. Finally, the air volume rates of the unit at different ventilation levels was measured using Constant injection tracer gas method. Figure 2 (Fig2_summary_Vol_rates) summarizes the measured air volume rates and ventilators’ powers usage in different levels. The measurements were conducted in a KfW 55 efficient house with a living area of 235 m² near Stuttgart, Germany. The EHA-HP was installed in an air based hybrid heating system as the central heating source of the building. Figure 3 (Fig3_Applied_Sensors) gives an overview of the applied measurement methods and used sensors. Logging and conversion of signals were conducted using a modular I/O system; the fieldbus controller Ethernet 750-881 from WAGO Kontakttechnik.
DOI: 10.17632/mz3khsphdb.1
title: Dataset for estimating occurrence probability of causation for plugged, abandoned and decommissioned oil and gas wells

description: The data provides an alternative source for obtaining the failure data to conduct a probabilistic risk analysis of abandoned and decommissioned wells. The datasets were obtained through a plugging and abandonment workshop involving 10 engineers and academics with considerable knowledge of abandoned well safety issues and field experience.
DOI: 10.17632/tmrs92j7pv.8
title: COVID-19: Time Series Datasets India versus World

description: This dataset consists of COVID-19 time series data of India since 24th March 2020. The data set is for all the States and Union Territories of India and is divided into five parts, including i) Confirmed cases; ii) Death Count; iii) Recovered Cases; iv) Temperature of that place; and v) Percentage humidity in the region. The data set also provides basic details of confirmed cases and death count for all the countries of the world updated daily since 30 January 2020. The end user can contact the corresponding author (Rohit Salgotra : nicresearchgroup@gmail.com) for more details. . [Dataset is updated Thrice a Week]
DOI: 10.17632/vbff93rh3n.3
title: Punishment controls helper defence against egg predators but not against fish predators in cooperatively breeding cichlids

description: Helping behaviour in some cooperative breeders is apparently maintained by a combination of coercion and reciprocity. In such pay-to-stay systems, alloparental brood care of subordinate group members functions as a service to dominants, which tolerate subordinates based on how much help they provide. Cooperative territory defence is a key task of cooperative breeders, but it is unknown how territory defence by subordinates is socially regulated. Diverse costs and benefits associated with defending the territory against different threats suggest that these defence behaviours may be maintained through divergent selection regimes, and they might be regulated through different social processes. In the cooperatively breeding cichlid fish Neolamprologus pulcher, unrelated subordinates help defending the territory against egg predators even if they do not participate in reproduction and therefore do not suffer direct or indirect fitness costs through predators of eggs. This behaviour has therefore been interpreted as altruistic. Subordinates also defend the group territory against predators of juveniles and adults, which might at least partly reflect their own direct fitness interests and could be maintained through mutualistic interactions among group members. Here, we directly compared the regulation of these two types of defence behaviours and tested whether they are enforced by breeders. We prevented subordinates from defending the territory against egg-predators or predators of adults and observed whether they received more aggression in response to this treatment. We found that subordinates received more aggression from breeders after withheld defence against egg-predators, but not after withheld defence against fish predators. This suggests that territory defence against egg-predators by helpers is enforced by breeders and hence subject to negotiations and trading, whereas defence against fish predators is likely based on mutualistic fitness benefits.
DOI: 10.17632/65whgkj3th.1
title: TEPS_DARS_validation_Polish

description: Dataset from validation study of TEPS and DARS in polish language. It includes data from TEPS, DARS and some other questionnaires.
DOI: 10.17632/775s3xrhrk.1
title: Development of Putative Isospecific Inhibitors for HDAC6 using Random Forest, QM-Polarized docking, Induced-fit docking, and Quantum mechanics

description: Histone deacetylases have been recognized as a potential target for epigenetic aberrance reversal in the various strategies for cancer therapy, with HDAC6 implicated in various forms of tumor growth and cancers. Diverse inhibitors of HDAC6 has been developed, however, there is still the challenge of iso-specificity and toxicity. In this study, we built a categorical random forest model on all HDAC6 inhibitors curated in the Chembl database (3,742). The model had an 85% balanced accuracy upon rigorous validations and was used to screen the SCUBIDOO database; 7785 hit compounds resulted and were docked into HDAC6 CD2 active-site. The top two compounds had a binding affinity of -78.56kcal/mol and -78.21kcal/mol respectively. The compounds were subjected to exhaustive docking protocols (Qm-polarized docking and Induced-Fit docking). Upon optimization of the compounds, the compounds showed improved binding affinity, putative specificity for HDAC6, and good ADMET properties. We have therefore developed an accurate and reliable model to screen for HDAC6 inhibitors and suggested a series of optimized structures showing high binding affinity and putative specificity for HDAC6.
DOI: 10.17632/7j845nz5wh.1
title: Data for: Recommender Systems for Sensor-based Ambient Control in Academic Facilities

description: Academic spaces are an environment that promotes student performance not only because of the quality of its equipment, but also because of its ambient comfort conditions, which can be controlled by means of actuators that receive data from sensors. Something similar can be said about other environments, such as home, business, or industry environment. However, sensor devices can cause faults or inaccurate readings in a timely manner, affecting control mechanisms. The mutual relationship between ambient variables can be a source of knowledge to predict a variable in case a sensor fails. Moreover, the relationship between these variables and the occupation of spaces by students over time also contains an adequate knowledge of the context for prediction. This dataset provides sensor readings from sensors over time in different academic rooms. The data are supplied in a file in Excel format .xlsx. It containts several sheets corresponding with the different smart spaces (laboratories and classrooms). Each dataset is a matrix where the rows are the time dates of the readings, and there are three columns for the sensor readings of temperature, CO2 and humidity.
DOI: 10.17632/h2r32zhgwn.1
title: mRNA structural dynamics shape Argonaute-target interactions

description: Selection of raw imaging data and custom code used in Ruijtenberg et al.
DOI: 10.17632/x9ttg84pzt.1
title: Discovery of a small molecule drug candidate for selective NKCC1 inhibition in brain disorders

description: Supplemental dataset and structures
DOI: 10.17632/97bf86hv9s.1
title: XPS data - Polymetallic (Mn-Fe-Pb) sulfides subject to cyanide leaching under sonication conditions and after an alkaline pretreatment

description: X-ray photoelectron spectroscopy (XPS) was employed to follow surface changes during leaching of a silver-containing polymetallic (Mn-Fe-Pb) sulfide under a) conventional leaching, b) ultrasound-assisted leaching, and c) leaching of a sample after an alkaline pretreatment. Leaching experiments were conducted in triplicate and for each experiment a mineral sample was taken at determined times during the leaching process.
DOI: 10.17632/cg5gjdmyf6.1
title: Mitochondrial DNA sequences and microsatellite analyses of Opisthorchis viverrini

description: The attached files are the data set of mitochondrial DNA sequences deposited in GenBank and microsatellites analysis of Opisthorchis viverrini collected from different localities in Thailand and Laos. These data set was used for publication in the "International Journal for Parasitology" entitle "Impact of geography and time on genetic clusters of Opisthorchis viverrini identified by microsatellite and mitochondrial DNA analysis.
DOI: 10.17632/fc2r9rdxbt.3
title: Dataset of an in-use tertiary building collected from a detailed 3D Mobile Monitoring System and Building Automation System for indoor and outdoor air temperature analysis

description: A Mobile Monitoring System (MMS) has been designed taking into account the use of technology with high sensor accuracy and the ability to be installed easily and quickly in different cardinal locations, distribution spaces, volumes and at different heights of a tertiary in-use building located in Leioa (Bilbao). Two types of MMS have been designed with the objective of carrying out two types of analysis; one intended to do a global indoor air temperature uncertainty analysis and the other focused on doing a global outdoor air temperature uncertainty analysis. Eight tripods make up the interior MMS with twenty sensors at different heights, which have been installed in different offices in the building to collect indoor air temperature measurements at different heights and locations. In addition, eight sensors make up the exterior MMS to collect data from outdoor air temperature measurements around the building envelope. Both MMS have been integrated into the existing Building Automation System (BAS) of the tertiary building; some data collected by the BAS has also been taken into account for the uncertainty analysis of indoor and outdoor air temperature. The interior and exterior MMS datasets have been compiled based on a rigorous data collection process, with the potential to use the data to study the spatial air temperature behaviour, taking into account the impact of solar radiation, the heating system and the electrical energy consumption. Furthermore, it enables the global uncertainty of indoor and outdoor air temperature measurements on an in-use building to be estimated and to break it down into the different uncertainty sources, such as the sensor accuracy, vertical and horizontal temperature variability, solar radiation, occupancy and heating system effects. Finally, it enables the optimization of monitoring and control systems for BAS, heating and HVAC systems, as well as any monitoring system implemented in research tests using indoor and/or outdoor temperature measurements as key variables.
DOI: 10.17632/fwx62p3t3w.1
title: CYP2D6 genotyping

description: we investigated the influence of CYP2D6 polymorphism on the pharmacokinetics of risperidone in Chinese patients with schizophrenia. The total number of north Han Chinese patients included in this study was 130, including 78 males and 52 females with schizophrenia aged 30.6 (18-46) years old, not known to be related to each other. Genotyping was performed using the iPLEX™ Assay with a Sequenom MassARRAY®-SNP platform (CapitalBio Technology Co., Ltd.). The polymorphisms detected were as follows: 1708delT, 886C&gt;T, 1022C&gt;T, 1847G&gt;A, 2540delAACT, 100C&gt;T, 1612T&gt;A, 2989G&gt;A, 77G&gt;A, 3202C&gt;T, 882G&gt;C, 2951G&gt;C, 1977_1978insG, 2550delAl, 1759G&gt;A, 2616delAAG, 2936A&gt;C, representing the following alleles: normal or uncertain function *1, *2,*43; decrease of function *9,*10, *14,*17, *41, *49; loss of function *3, *4, *6, *7, *11, *19, *20, *44, *56.
DOI: 10.17632/2z6yvnh78b.1
title: Operative management of non-iatrogenic pediatric and adolescence peripheral arterial trauma: An experience from a resource challenged setting

description: To evaluates the management and outcome of non-iatrogenic pediatric and adolescence extremity arterial injuries in a resource-challenged setting.
DOI: 10.17632/5tsbvzz3wp.1
title: Management of extremity venous thrombosis in neonates and infants: an experience from resource challenged settings

description: We aimed to evaluate the outcome of different treatment modalities for extremity venous thrombosis (VT) in neonates and infants, highlighting the current debate on their best tool of management.
DOI: 10.17632/89d2d85g9s.1
title: Succession planning initiatives and knowledge retention: A survey dataset

description: In this data statement, a survey design has been adopted. Data was analysed by using Statistical Package for Social Science (SPSS). The sample for this study consisted of 102 respondents drawn from 150 potential respondents randomly selected from a list of SMEs. There are three sections of the questionnaire. Section A consists of questions relating to the demographic questions. Section B reflects on the six independent variables and Section C consists of questions on the dependent variable. Six hypotheses were developed and tested through multiple regression analysis. There are six hypotheses proposed and tested. The study hypothesized that training, management support, career path, positive vision, strong organizational culture and technological advancement contribute significantly towards knowledge retention. The findings only managed to find support to two of the hypotheses. only management support and strong organizational culture were found to significantly contribute towards knowledge retention. Scholars have indicated that successful implementation of knowledge management is depended on the culture being embedded within organization. Whereas management support towards knowledge retention provide employees with the feeling of moving forward and sense of job responsibility. Thus, sense of belongingness among the work units within organization will be established and provide support for the knowledge sharing process to be implemented successfully.
DOI: 10.17632/8hy77vxtbw.2
title: Microbiome Profile in Adult Balanoposthitis Patients: Relationship with Redundant Prepuce, Skin Physical Barrier Status and Inflammation

description: Supplementary data for Original article