cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jj2vtn2kb4.1
title: DATASET I & II

description: DATASET I is provided by the Biomedical Research Ethics Committee of Shanghai Changzheng Hospital (Approval file number: 2017SL013). DATASET II is provided by Shanghai Fengxian District Central Hospital and approved by the ethics committee of the hospital (Approval file number: 2018-KY-09).
DOI: 10.17632/sy5sxn5svj.1
title: Changes in lower limb alignment due to flexion and rotation – a 3D simulation of radiographic measurements

description: Raw Data + R-Code of the study "Changes in lower limb alignment due to flexion  and rotation – a 3D simulation of radiographic measurements"
DOI: 10.17632/82c548svpy.1
title: Unlocking lettuce yield potential by Aspergillus niger inoculation

description: Raw data associated with the paper Unlocking lettuce yield potential by Aspergillus niger inoculation. Data include vegetative growth parameters measured in lettuce plants and the orthoimage obtained from aerial photos used to generate vegetation indices.
DOI: 10.17632/82c548svpy.2
title: Field evaluation of the effect of Aspergillus niger on lettuce growth using conventional measurements and a high-throughput phenotyping method based on aerial images

description: Raw data associated with the paper Field evaluation of the effect of Aspergillus niger on lettuce growth using conventional measurements and a high-throughput phenotyping method based on aerial images (10.1371/journal.pone.0274731). Data include vegetative growth parameters measured in lettuce plants and the orthoimage obtained from aerial photos used to generate vegetation indices.
DOI: 10.17632/xynhp8mspt.1
title: 20E-dependent tyrosine phosphorylation of phospholipase C gamma underpins egg development in the malaria vector Anopheles gambiae

description: The data set describes investigations using western blotting, immunofluorescence, RNA interference and the injection of pharmacological inhibitors to define the signalling events that underpin egg development in the malaria vector Anopheles gambiae following a blood meal. These events are of interest since a better understanding of how mosquitoes develop eggs may offer novel opportunities to intervene to reduce their reproductive output and thus malaria transmission. The data show that blood feeding is associated with a robust and tissue-specific increase in tyrosine phosphorylation in the reproductive tract and specifically in epithelial cells of the developing ovarian follicles. This tyrosine phosphorylation is inhibited by a tyrosine kinase inhibitor while also reducing the number of eggs that develop. We go on to show that one of the proteins phosphorylated after blood feeding is phospholipase C gamma and that this phosphorylation is also required for optimal egg development. We further link this phosphorylation event to the ecdysteroid hormone 20E which is produced by the female in response to blood feeding. We show that while 20E is necessary for PLC gamma phosphorylation it is not alone sufficient, suggesting the involvement of other blood feeding regulated factors such as insulin.
Finally using both RNAi and pharmacological inhibitors we show that optimal phosphorylation of PLC gamma is dependent on signalling by Src family tyrosine kinases. Depletion or selective inhibition of these kinases reduces both phosphorylation of PLC gamma and the development of eggs. The bulk of the data deposited in this repository represent the original western blot and immunofluorescence images that were used as representative examples in the figures as well as those used to demonstrate the reproducibility of the observations and build the graphs presented.
DOI: 10.17632/xynhp8mspt.2
title: 20E-dependent tyrosine phosphorylation of phospholipase C gamma underpins egg development in the malaria vector Anopheles gambiae

description: The data set describes investigations using western blotting, immunofluorescence, RNA interference and the injection of pharmacological inhibitors to define the signalling events that underpin egg development in the malaria vector Anopheles gambiae following a blood meal. These events are of interest since a better understanding of how mosquitoes develop eggs may offer novel opportunities to intervene to reduce their reproductive output and thus malaria transmission. The data show that blood feeding is associated with a robust and tissue-specific increase in tyrosine phosphorylation in the reproductive tract and specifically in epithelial cells of the developing ovarian follicles. This tyrosine phosphorylation is inhibited by a tyrosine kinase inhibitor while also reducing the number of eggs that develop. We go on to show that one of the proteins phosphorylated after blood feeding is phospholipase C gamma and that this phosphorylation is also required for optimal egg development. We further link this phosphorylation event to the ecdysteroid hormone 20E which is produced by the female in response to blood feeding. We show that while 20E is necessary for PLC gamma phosphorylation it is not alone sufficient, suggesting the involvement of other blood feeding regulated factors such as insulin.
Finally using both RNAi and pharmacological inhibitors we show that optimal phosphorylation of PLC gamma is dependent on signalling by Src family tyrosine kinases. Depletion or selective inhibition of these kinases reduces both phosphorylation of PLC gamma and the development of eggs. The bulk of the data deposited in this repository represent the original western blot and immunofluorescence images that were used as representative examples in the figures as well as those used to demonstrate the reproducibility of the observations and build the graphs presented.
DOI: 10.17632/8h9xvbcyx7.1
title: Digital accessibility of mathematics-best universities' websites: dataset of automatic web accessibility assessment for website home pages

description: The dataset contains the results of automatic digital accessibility assessment of the official websites of universities that are the best in the field of mathematics. The study was carried out in September 2022. Universities were selected according to the QS World University Rankings 2022 by Subject "Mathematics". Automatic web accessibility assessment was performed using the WAVE web accessibility evaluation tool (WebAIM, USA). The dataset is presented as an Excel file (Auto_testing_top_math_universities.xlsx) in English. The home pages of the official websites of the top 10 universities in the world ("WorldUnivSitesAccessChecking" sheet) and the top 10 universities of the Russian Federation ("RussianUnivSitesAccessChecking" sheet) were analyzed.
DOI: 10.17632/pzpfg2fdcd.1
title: Eastern Canada hourly wind speed dataset 126 stations

description: The data set includes hourly wind speed observations for 126 stations. The study included 13 stations in the province of New Brunswick, 35 – in New Foundland and Labrador, 23 – in Nova Scotia, 5 – in Prince Edward Island, and 50 in the province of Quebec. All stations passed the modified Mann-Kendall (MMK) test for serially correlated data using Hamed & Rao variance correction approach, so the samples can be considered stationary (i.e. there is no monotonic trend in the data).  Moreover, the stations passed the Bayesian change point detection procedure of Seidou et al. without detection of shifts. 

“Government of Canada,” Historic data. https://climat.meteo.gc.ca/historical_data/search_historic_data_e.html (accessed Sep. 02, 2022).
DOI: 10.17632/nw3cjv75j5.1
title: Data for: Developing plant models of reduced complexity by chemical process engineering way of thinking

description: Files in 'Plant' folder refers to a simplified example plant model, implemented in the framework of Programmable Process Structures.

Plant_N.pl: contains the description of the underlying process network, regarding the example plant model of medium-complexity.
Plant_D.pl: contains the initial conditions (mass, biomass, components, etc.) and parameters (coefficients of equations, limit values, etc.),
Plant_G.graphml: Starting from these above case-specific files and from the general definition of state and transition meta-prototypes, the general-purpose kernel program generates the editable graphical model. 
Plant_G_prot.graphml: Local programs for the calculation of underlying processes.
Meteo.pl: contains the meteorological data for the simulation (Data content: ID, Year, Month, Day, Hours, Sunhours, Temp,  Press, Humidity, Precipitation, Radiation, Wind, Winddirection, Wind_ns, Wind_ew).

In the knowledge of the prototype elements, the second generating algorithm of the PPS kernel prepares the dynamic databases of the simulation, namely:
Plant_Exp.pl: Contains the declaration of Prolog clauses, describing the local programs.
Plant_Use.pl: Contains the declaration of the Prolog facts, describing the case specific model elements with their initial values and parameters.

 Plant_Out.csv: Contains the actually selected part of simulation results.
DOI: 10.17632/2948mwvk4k.1
title: Metformin usage and risk of endometrial cancer recurrence

description: Data set for patients with endometrial cancer, diabetes, metformin usage and treatment for the endometrial cancer
DOI: 10.17632/kxs784r2gs.1
title: Data on chrysanthemum aphid mortality under the influence of various DNA fragments

description: The data were obtained under laboratory conditions on small chrysanthemum seedlings affected by aphids. Mortality is recorded daily for a week. It was found that Macsan-11 at a concentration of 100 ng / microliter has a significant effect on the viability of aphids, however, to achieve the best effect, double treatment was carried out at intervals of a day.
DOI: 10.17632/8c5hkbwykd.1
title: Multi-Laboratory Hematoxylin and Eosin Staining Variance Supervised Machine Learning Dataset

description: We provide the generated dataset used for supervised machine learning in [1]. The data is in CSV format and contains all principal components and ground truth labels per tissue type. Tissue type codes used are; C1 for kidney, C2 for skin, and C3 for colon. 'PC' stands for the principal component. For feature extraction specifications, please see the original design in [1]. Features have been extracted independently for each tissue type.

Reference:
[1] Prezja, F.; Pölönen, I.; Äyrämö, S.; Ruusuvuori, P.; Kuopio, T. H&E Multi-Laboratory Staining Variance Exploration with Machine Learning. Appl. Sci. 2022, 12, 7511. https://doi.org/10.3390/app12157511
DOI: 10.5281/zenodo.7070645
title: Data for Li et al., submitted to Global biogeochemical cycles

description: Sr-Mg isotopic compositions and major ion concentrations of Changjiang River samples
DOI: 10.5281/zenodo.7070646
title: Data for Li et al., submitted to Global biogeochemical cycles

description: Sr-Mg isotopic compositions and major ion concentrations of Changjiang River samples
DOI: 10.1285/9788883051289p23
title: Analisis de la empleabilidad, sus antecedentes y Consecuencias

description: El presente trabajo elabora la conceptualizaciómn de la empleabilidad desde las diferntes perspectivas que han estudiado este fenómeno y revisa los resultados de la investigación empirica sobre sus antecedentes y sus efectos o consecuencias. También señala las implicaciones teóricas y practicas de los resultados obtenidos en los estudios revisados y los retos para investigaciones futuras.
DOI: 10.17034/f30306ce-3d70-4850-91ac-7027c14e3b1d
title: Dataset for "Stabilized Radiation Pressure Acceleration and Neutron Generation in Ultrathin Deuterated Foils"

description: Dataset underpinning the results presented in the article titled, "Stabilized Radiation Pressure Acceleration and Neutron Generation in Ultrathin Deuterated Foils", published in Physical Review Letters (2022) Abstract of the paper: Premature relativistic transparency of ultrathin, laser-irradiated targets is recognized as an obstacle to achieving a stable radiation pressure acceleration in the “light sail” (LS) mode. Experimental data, corroborated by 2D PIC simulations, show that a few-nm thick overcoat surface layer of high Z material significantly improves ion bunching at high energies during the acceleration. This is diagnosed by simultaneous ion and neutron spectroscopy following irradiation of deuterated plastic targets. In particular, copious and directional neutron production (significantly larger than for other in-target schemes) arises, under optimal parameters, as a signature of plasma layer integrity during the acceleration.
DOI: 10.18462/iir.pcm.2016.0008
title: Standardization of PCM characterization via DSC.

description: This work investigates the influence of particle size on crystallization behaviour of microencapsulated and emulsified n-octadecane using differential scanning calorimetry (DSC) and laser diffraction. Analyses of microcapsules show a stepwise decrease of nucleation temperature (from 26 °C to 14 °C) with decreasing particle size (from 300 μm to 3 μm). Further reduction of particle size in emulsions (&lt; 0.2 μm) results in a slight decrease of nucleation temperature (&lt;2 °K). Analyses of cooling thermograms of emulsions show two peaks, a minor peak around 8-9 °C and a major peak, which onset nucleation temperature Tc is influenced substantially by the lipophilic character of the surfactants (Tc varies between 13 °C and 22 °C).
The minor peak is attributed to the transition from rotator to stable crystal phase and its signal increases with decreasing particle size.
DOI: 10.34949/zywx-9253
title: A Randomized Phase III Trial of Oxaliplatin (OXAL) Plus 5-Fluorouracil (5-FU)/Leucovorin (CF) With or Without Cetuximab (C225) After Curative Resection for Patients With Stage III Colon Cancer
DOI: 10.5281/zenodo.1414476
title: Parameters And Simulations For Two Ruthenium Complexes

description: In this dataset we include the parameters for two ruthenium complexes,  <em>cis-</em>[Ru(II)(dmso)<sub>4</sub>Cl<sub>2</sub>] and the hydrolyzed complex <em>trans-</em>[Ru(II)(dmso)<sub>2</sub>(H<sub>2</sub>O)<sub>3</sub>Cl<sub>2</sub>], called <strong>2</strong> and <strong>1.2</strong>, respectively. Each decompressed folder includes the parameters obtained using the MCPB.py program from Ambertools, the scripts used for solvation, as well as a sample simulation.
DOI: 10.5281/zenodo.4750910
title: Data on under-ice temperatures and solar radiation in Lake Ngoring (Qinghai-Tibet)

description: Dataset description: <br> Data on under-ice temperatures and solar radiation were collected in Lake Ngoring in winter 2015/2016 in a field experiment on under-ice mixing and radiation regime of Tibetan lakes. See Kirillin et al. (submitted to Geophysical Research Letters 2021) for the details on the experiment. _Metadata_ Study site: Lake Ngoring (35° 02.65'N, 97° 42.23'E)<br> Observation period: 01 Nov 2015 - 01 Jun 2016 -- DATASET 1 Data type: Time series of water temperature [°C] at different depths. Probes: <br> T-Solo (RBR Canada) Pre-processing: data sampled at 10 s rate and averaged over 30 min intervals. data file(s): <br> TibetTemp.csv data format: comma separated variables<br> data table contains temperature values (one column per measurement depth) except<br> 1st column: UTC Date and Time [dd-mmm-yyyy HH:MM]<br> 1st row: Depth from the surface [metres] ----<br> DATASET 2 Data type: quantum irradiance [μmol s^-1 m^-2] at 2.4 m and 3.6 m depth from the lake surface probe(s): JFE Advantech DEFI2-L cosine corrected PAR radiation logger (JFE Advantech, Japan) Pre-processing: data sampled at 10 min rate and averaged over 30 min intervals. data file(s): <br> TibetRad.csv data format: comma separated variables<br> 1st column: UTC Date and Time [dd-mmm-yyyy HH:MM]<br> 2nd column: quantum irradiance [μmol s^-1 m^-2] at 2.4 m depth<br> 3rd column: quantum irradiance [μmol s^-1 m^-2] at 3.6 m depth<br>
DOI: 10.5291/ill-data.9-10-1452
title: Dynamics in detergentless microemulsions
DOI: 10.6084/m9.figshare.21062662
title: Supplementary Material for: Clinical, Economic, and Humanistic Impact of Short-Bowel Syndrome/Chronic Intestinal Failure in Portugal (PARENTERAL Study)

description: <b><i>Introduction:</i></b> This study aimed to assess the clinical, economic, and humanistic impact of short-bowel syndrome/chronic intestinal failure (SBS/CIF) in Portugal. <b><i>Methods:</i></b> This is a retrospective multicenter cohort chart review study, with a cross-sectional component for quality-of-life (QoL) evaluation. Inclusion criteria comprised patients with SBS/CIF, aged ≥1 year, with stable parenteral nutrition (PN). Data collection included patient chart review over a 12-month period and patient/caregiver self-report and SF-36/PedsQL™ questionnaires. Main endpoints comprised clinical and PN characterization, healthcare resource use (HRU), direct costs, and patient QoL. <b><i>Results:</i></b> Thirty-one patients were included (11 adults and 20 children). Patients’ mean age (standard deviation [SD]) was 57.9 (14.3) years in adults and 7.5 (5.0) years in children, with a mean time since diagnosis of 10.2 (5.9) and 6.6 (4.2) years, respectively. PN was administered for a mean of 5.2 and 6.6 days/week in adults and children, respectively; home PN occurred in 81.8% of adults and 90.0% of children for a mean of 9.6 and 10.8 months/year, respectively. The mean annual number of hospitalizations was 1.9 and 2.0 which lasted for a mean of 34.0 and 29.4 days in adults and children, respectively. Twenty-one and forty hospitalization episodes were reported in adults and children, respectively, of which 71.4% and 85.0% were due to catheter-related complications. Mean annual direct costs per patient amounted to 47,857.53 EUR in adults and 74,734.50 EUR in children, with PN and hospitalizations as the main cost-drivers. QoL assessment showed a clinically significant impaired physical component in adults and a notable deterioration in the school functioning domain in children. <b><i>Conclusion:</i></b> In Portugal, SBS/CIF patient management is characterized by a substantial therapeutic burden and HRU, translating into high direct costs and a substantial impairment of the adults’ physical function and children’s school functioning.
DOI: 10.6084/m9.figshare.21068995
title: Supplementary Material for: A Systematic Review of Health Literacy Measurement Instruments in Portugal

description: <b><i>Introduction:</i></b> Health literacy evaluation is considered a priority issue in the health literacy research field. The complexity of the multiple definitions of health literacy and the diversity of instruments to evaluate health literacy has become a challenge to the establishment of comparisons across different studies. This work aimed to provide a systematic literature review of the existing measurement instruments adapted or developed for different groups of the Portuguese population. <b><i>Methods:</i></b> A comprehensive search of digital databases was conducted to systematize and understand the available knowledge about health literacy measurement in Portugal and to identify assessment tools and studies developed. The selection process was based on PRISMA guidelines. <b><i>Results:</i></b> A total of 17 publications were analysed regarding different aspects, which resulted in the identification of 11 different instruments, that were adapted or developed to measure health literacy in different groups of the Portuguese population, mainly adults, adolescents, and young adults. Seven instruments focusing on general health literacy (including e-health), 2 on mental health literacy, and the other 2 on oral health literacy were identified. <b><i>Discussion/Conclusion:</i></b> This study presents the first general overview of health literacy measurement in Portugal and clearly shows that to deepen our knowledge of health literacy in the Portuguese population it is essential to broaden the scope and the target of health literacy assessment to have a comprehensive understanding that will allow transforming our reality regarding health and disease.
DOI: 10.18113/d3kq19
title: Modeling ice melange in an ice-sheet model
DOI: 10.18739/a2vq2sb8s
title: DataHawk2 Uncrewed Aircraft System data from the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) campaign, B1 level

description: This dataset is derived from DataHawk2 fixed-wind uncrewed aircraft system (UAS) flights that were conducted in the central Arctic Ocean over sea ice during the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition. The data include Coordinated Universal Time (UTC), aircraft position and attitude, atmospheric thermodynamic conditions (pressure, temperature, humidity) from various sensors, approximate brightness temperature of the surface and overlying atmosphere, and estimated horizontal winds. A flight flag is included to indicate when the aircraft is in flight. All the data have been synchronized, quality controlled, and interpolated at 10 hertz (Hz). Data at their native frequency are provided in the A1 level files, and are available in the Arctic Data Center at doi:10.18739/A2R20RX6S. The purpose of this dataset is to provide information on the thermodynamic and kinematic states of the lower atmosphere, and provide detailed observations of turbulence between the surface and one kilometer. Two flight patterns were implemented during the campaign with the DataHawk2: an orbital profile extending from the ice surface to 1000 meter(m) or cloud base if lower, and a “racetrack” pattern where the aircraft was held at a constant altitude while sampling horizontally between two circles. The latter was used to collect data on the spatial variability of thermodynamic properties over the ice surface, particularly over inhomogeneities in the surface such as leads. Displaying latitude, longitude and altitude will help users to identify the flight pattern. Thermodynamic and kinematic measurements have been validated with radiosonde-based measurements. More information on the data and methods used for synchronization and quality control can be found in de Boer, G. R. Calmer, G. Jozef, J. Cassano, J. Hamilton, D. Lawrence, S. Borenstein, A. Doddi, C. Cox, J. Schmale, A. Preußer and B. Argrow (2021): Observing the Central Arctic Atmosphere and Surface with University of Colorado Uncrewed Aircraft Systems, Nature Scientific Data, in prep.
DOI: 10.25318/3610010101-eng
title: Distributions of household economic accounts, number of households, by income quintile and by socio-demographic characteristic

description: This table contains 186 series (not all combinations necessarily have data for all years). This table contains data described by the following dimensions (Not all combinations are available): Geography (1 item: Canada);  Income quintile (6 items: All quintiles; Lowest income quintile; Second income quintile; Third income quintile; ...);  Socio-demographic characteristics (31 items: All households; One-person households; Single less than 65 years; Single 65 years and older; ...).
DOI: 10.5281/zenodo.1463849
title: data_set_ANN + results

description: <strong>Excel sheets:</strong>

 

<strong>IN</strong> - input (independent) variable values for all 64 data points

  variable ID 1 = frequency of the 1<sup>st</sup> free vibration mode (Hz)

  variable ID 3 = frequency of the 2<sup>nd</sup> free vibration mode (Hz)

  variable ID 3 = frequency of the 3<sup>rd</sup> free vibration mode (Hz)

 

<strong>TARGET</strong> - target (dependent) variable values for all 64 data points

  variable ID 1 = damage location (m) = distance from beam edge

 

<strong>TARGET vs OUTPUT</strong> - target (expected) vs. output (yielded by the proposed ANN) values

 

 

<strong>Check reference below</strong> (to be added when the paper is published)

https://www.researchgate.net/publication/328870831_12_Neural_Networks_-_Structural_Damage_-_Localization