cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/bg26ctff7f.1
title: Determinants of unintended pregnancy among women attending Kenyatta National Hospital Antenatal Care Clinic

description: Background. Unintended pregnancy is a public health problem that cuts across all the countries in the world due to its negative health and socio-economic outcomes to the mother, family, and society in general. It predisposes women of child-bearing age to risk factors like unsafe abortion, maternal deaths, malnutrition, mental illness because of stress, and vertical transmission of HIV. There is no representative information on its prevalence and correlates among women attending antenatal clinics in Nairobi, Kenya, hence the need for this study. Method. In a cross-sectional study design, data was collected using a structured, pretested and interviewer guided questionnaire from a sample size of 227 pregnant women attending the antenatal clinic at the Kenyatta National Hospital, Nairobi. The prevalence of unintended pregnancies was calculated, and logit regression models were fitted to predict the correlates of unintended pregnancies. Results. In this study, a third (29.9%) of the pregnant women reported that their current pregnancy was unintended. Individual factors such as age less than 25 years [AOR 8.1 (95% CI 1.4-48.6)), p=0.001], use of contraceptive method [AOR 7.9 (95% CI 2.5-25.0), p&lt;0.001] and the woman being the sole decision-maker on when to get pregnant [AOR 3.8 (95% CI 1.3-11.2), p=0.014] were independent predictors of unintended pregnancy. Conclusion. The study finding strongly highlights the need for reinforcing targeted contraceptive counselling during antenatal and postnatal clinics. Raise awareness on the benefits of Contraceptive to all mothers delivering in government health facilities to reduce unintended pregnancy.
DOI: 10.17632/fgw7j6bdrw.1
title: Microalgae Nannochloropsis oculata cultivation: influence of air pump shutdown time and Na2SiO3 concentration

description: Data for the PCA computation as included in the article. Includes raw data.
DOI: 10.17632/ypt9mwg5nt.1
title: AERO4River's Experimental Tests: Performance Comparison of Meta-Heuristics Applied to Optimal Signal Design for Parameter Identification

description: This dataset contains experimental tests used to develop the mathematical model of the second version of the AERO4River. The AERO4River is an autonomous surface vehicle based on a 3 degrees of freedom (DoF) catamaran-like vessel with an innovative air propulsion system with azimuth control. The tests were conducted in the open field, at UFJF Lake and João Penido Dam, in Minas Gerais, Brazil. The shared data includes a total of 40 identification experiments performed with the SOESGOPE (Suboptimal Excitation Signal Generation and Optimal Parameter Estimation) method, investigating its applicability in the following metaheuristics: Particle Swarm Optimization (PSO), Genetic Algorithm (GA), Bat Algorithm (BA), Whale Optimization Algorithm (WOA), Gray Wolf Optimizer (GWO), Salp Swarm Algorithm (SSA), Arithmetic Optimization Algorithm (AOA) and Multi-trial vector-based Differential Evolution (MTDE). In this context, the dataset includes 5 experiments designed for each technique and also 18 experiments used to validate the estimated model, all of which were captured in manual operational tests. For more information on the AERO4River and the identification methodology, see the articles: (1)"Development of Optimal parameter estimation methodologies applied to a 3DOF autonomous surface vessel" (IEEE Access); (2) "Hull and Aerial Holonomic Propulsion System Design for Optimal Underwater Sensor Positioning in Autonomous Surface Vessels" (Sensors Article) and (3)"Project and Control Allocation of a 3DoF Autonomous Surface Vessel With Aerial Azimuth Propulsion System" (IEEE Acess).
DOI: 10.17632/h988nzhdcn.1
title: Real-World Effects of Biologics on Renal Function in Psoriatic Patients: A Retrospective Study

description: Supplemental tables and figures
DOI: 10.17632/yd9yr2p86z.1
title: ΕΡΕΥΝΗΤΙΚΟ ΠΡΩΤΟΚΟΛΛΟ ΣΥΛΛΟΓΗΣ ΔΕΔΟΜΕΝΩΝ MAPS-Mini (by NTUA)

description: ΕΡΕΥΝΗΤΙΚΟ ΠΡΩΤΟΚΟΛΛΟ ΣΥΛΛΟΓΗΣ ΔΕΔΟΜΕΝΩΝ MAPS-Mini (by NTUA). Οδηγός εκπαίδευσης παρατηρητών έρευνας.
DOI: 10.17632/s4wwkv5bkc.1
title: SVR ML dataset for D1-D2-A ratcheted systems

description: The dataset consists of 45144 D1-D2-A models, characterized by their energy gap (D2-D1 ENERGY GAP) and the electronic coupling (J) between D1 and D2 and the frequency (FREQUENCY) and Huang-Rhys factor (SIGMA) of the intramolecular vibrational mode serving as a vibronic ratchet. The dataset lists the LE resonance values (LOCAL-EXCITON RESONANCE) and the calculated values of the acceptor yields at 1 ps (A_1PS) for each of these models.
DOI: 10.17632/3zsj38td6p.1
title: Topical sirolimus therapy for nevus sebaceus and epidermal nevus: a case series. Mendeley Supplemental Table 1.

description: Mendeley Supplemental Table 1.
DOI: 10.17632/vmj7b9ppxx.1
title: Personality Ontology Corpus for Indonesian Social Media Text

description: The corpus contains a list of words/phrases in non-formal Indonesian language which mapped to specific traits and sub-traits of Big Five Personality traits. This list has been curated by psychologists and linguistic experts.
DOI: 10.17632/28dp2jy9xn.2
title: Supplementary material - EFFECTS OF LAND-USE AND -COVER CHANGES ON STREAMFLOW REGIME IN THE BRAZILIAN SAVANNAH

description: This is supplementary material of the research entitled "EFFECTS OF LAND-USE AND -COVER CHANGES ON STREAMFLOW REGIME IN THE BRAZILIAN SAVANNAH"
DOI: 10.17632/gtspnmyxgy.1
title: Test title ck2

description: test file
DOI: 10.25573/data.10059530.v16
title: Monthly summary_Galeta Station

description: Monthly and daily summary from Galeta Island marine laboratory<br>Location: 9.402742°, -79.860837°<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer)<br><br>Galeta Island Marine Laboratory physical monitoring station established in 1974<br>Galeta station is located 6 km North East of the city of Colon. Established in the 1960’s.
DOI: 10.17632/b47gyb2g6b.1
title: WhatsApp based Multiple Mini Interviews at SMDC: Student feedback

description: WhatsApp based Multiple Mini Interviews (MMI) conducted at Shalamar Medical and Dental College as an induction criteria for medical students were conducted in January 2021. Feedback regarding the process from the candidates who applied for the admission process was taken based on the 4 questions. The questionnaire was uploaded on docs.google and the candidates informed via email after they had successfully completed the MMI process. 197 candidates responded and the results were compiled. More than 90% responded positively in all 4 questions.
DOI: 10.17632/shvph7b6t3.2
title: Interventions for molluscum contagiosum: a systematic review and network meta-analysis with normalized entropy assessment

description: Supplementary tables and figures
DOI: 10.17632/srn6bx9xjg.1
title: centrifuge

description: centrifuge
DOI: 10.17632/7c53s35t44.1
title: Fear of Falling Avoidance Behaviors in Older Adults

description: In a cross-sectional study, a total of 203 people aged over 60 years were recruited in Tehran and assessed using the Fear of Falling Avoidance Behaviors Questionnaire, Falls Efficacy Scale (FES-1), and Life Habits tests (Life-H). Data were used to measure the prevalence of fear of falling and its correlation with life habits.
DOI: 10.17632/2m656jrwpn.1
title: Mass Spec Molecular Oncology Charpentier et al., 2021

description: These files contain the full analysed mass spec data of the results presented in Charpentier et al., 2021 Molecular Oncology. We focused on MELOE-1, a melanoma neoantigen whose expression is restricted to tumor cells as a result of lineage-specific transcription and tumor-specific IRES-dependent translation of the polycistronic meloe RNA (Godet et al., 2008 and Bobinet et al., 2013). Our previous study on MELOE-1 translation reported the presence of an IRES activity located around 250nt upstream of MELOE-1 ORF (Carbonnelle et al., 2013). In the present work, we looked for the ITAF(s) that could bind to this region. To this aim, we in vitro transcribed the 275nt RNA sequence upstream of MELOE-1 ORF, biotinylated it and coupled it to a streptavidin BIAcore chip. We then prepared whole cell lysates from three melanoma cell-lines M117, M134 and M170, ran them on the RNA-coated BIAcore chip (40 rounds of 5 min injections) and then recovered the eluted material for mass spectrometry analysis. references: Godet Y et al. MELOE-1 is a new antigen overexpressed in melanomas and involved in adoptive T cell transfer efficiency. J Exp Med 2008;205(11):2673–2682. Bobinet M et al. Overexpression of Meloe Gene in Melanomas Is Controlled Both by Specific Transcription Factors and Hypomethylation. PLoS ONE 2013;8(9):e75421. Carbonnelle D et al. The Melanoma Antigens MELOE-1 and MELOE-2 Are Translated from a Bona Fide Polycistronic mRNA Containing Functional IRES Sequences. PLoS ONE 2013;8(9).
DOI: 10.17632/2sgkcpfh65.2
title: Satellite image classification with a pre-trained neighborhood spatial relationship using graph theory at the decision level

description: This file include the classification results of classification results of NN, SVM, decision fusion.
DOI: 10.17632/6drdk26j5f.1
title: Dataset: survey: People attitude towards credit

description: The respondents are active participants in the Vkontakte social network and Telegram messenger. The respondents answered it at their own will and anonymously. The text of the invitation to the survey looked like this: "Hello! We invite you to take part in a study aimed at studying people's attitudes towards loans. The profile is anonymous. We hope that it will be interesting for you to answer a few questions. "The data was obtained through an online survey from January 28 to March 31, 2021. The questions are formulated with an eye to the possibility of subsequent qualitative analysis by other scientists. The questionnaire contains the socio-demographic data of the respondents. The central part of the questionnaire contains questions to understand people's attitudes towards loans, including during the COVID-19 pandemic. Seven hundred sixteen (N=716) people took part in the survey. The reported study was funded by RFBR, project number 20-310-70042.
DOI: 10.25573/data.10059518.v16
title: Monthly summary_San Lorenzo Crane

description: Monthly and daily summaires from the San Lorenzo (Formerly know as Fort Sherman) Canopy Access Crane. <br><br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer)<br>Established in 1997, the San Lorenzo canopy crane (9.281031°, -79.974518°) is located approximately 11 km South West from the city of Colon, in the middle the Parque Natural San Lorenzo (formerly known as Fort Sherman) and is surrounded by 300-year old, low-land tropical rainforest
DOI: 10.5281/zenodo.5142599
title: Investigating the two regimes of fibrin clot lysis: an experimental and computational approach

description: <strong>Investigating the two regimes of fibrin clot lysis: an experimental and computational approach</strong> Dataset and python files (Python3) to reproduce all figures and simulations presented in the manuscript. **********************<br> * Run_simulations.py *<br> ********************** * To run the simulations:<br> python3.8 Run_simulations.py arg1 arg2 arg3 arg4 - arg1:<br> Directory with experimental lysis profiles<br> <br> - arg2:<br> Directory to store initial conditions of the lysis (i.e state of the system after clot formation)<br> if the directory does not exist, it is created.<br> <br> - arg3:<br> Directory to store the simulated lysis profiles<br> if the directory does not exist, it is created. - arg4:<br> index of the first set of clotting kinetic parameters (92 sets of parameters) - arg5:<br> index of the last set of clotting kinetic parameters (92 sets of parameters) * Example: python3.8 Run_simulations.py Raw_Data/ Init/ Results/ 0 92 <br> * Requires:<br> - module_fibrin_polymerization_Diamond_kinetics.py<br> - module_kinetics.py<br> - solid_Diamond_Anand_dict.py (dictionnary with parameters of the simulations)<br> - output_parameters_polymerization_T1000.txt (sets of clotting kinetic parameters)<br> - Mean_LAT_LYS_shell.txt (mean fraction of shells during slow and fast lysis for each experiment. Used to compute the distribution of shells for the surrogate model) <br> ****************************************<br> * make_analysis_figures_simulations.py *<br> **************************************** * To reproduce the figures associated to simulation results:<br> python3.8 make_analysis_figures_simulations.py arg1 arg2 arg3 arg4 - arg1:<br> Directory with experimental lysis profiles - arg2:<br> Directory with the simulated lysis profiles - arg3:<br> Directory with initial conditions - arg4:<br> Directory with the results of the sensitivity analysis * Example: python3.8 make_analysis_figures_simulations.py Raw_Data/ Results/ Init/ Sensitivity_Analysis/ * PDF Figures are created in the current directory * Requires:<br> - module_analyze_simulations.py<br> - module_analyze_data.py<br> - output_parameters_polymerization_T1000.txt<br> - manip_summary.txt (clot formation time, slow lysis time, fast lysis time for each experiment)<br> - Experiments_sorted.txt (experimental conditions, sorted by increasing order of concentrations) <br> ****************************************<br> * make_analysis_figures_experiments.py *<br> **************************************** * To reproduce the figures associated to experimental results:<br> python3.8 make_analysis_figures_experiments.py arg1 - arg1:<br> Directory with experimental lysis profiles * Example: python3.8 make_analysis_figures_experiments.py Raw_Data/ * PDF Figures are created in the current directory * Requires:<br> - module_analyze_data.py<br> - Experiments.txt (contains experimental conditions)
DOI: 10.5281/zenodo.5142598
title: Investigating the two regimes of fibrin clot lysis: an experimental and computational approach

description: <strong>Investigating the two regimes of fibrin clot lysis: an experimental and computational approach</strong> Dataset and python files (Python3) to reproduce all figures and simulations presented in the manuscript. **********************<br> * Run_simulations.py *<br> ********************** * To run the simulations:<br> python3.8 Run_simulations.py arg1 arg2 arg3 arg4 - arg1:<br> Directory with experimental lysis profiles<br> <br> - arg2:<br> Directory to store initial conditions of the lysis (i.e state of the system after clot formation)<br> if the directory does not exist, it is created.<br> <br> - arg3:<br> Directory to store the simulated lysis profiles<br> if the directory does not exist, it is created. - arg4:<br> index of the first set of clotting kinetic parameters (92 sets of parameters) - arg5:<br> index of the last set of clotting kinetic parameters (92 sets of parameters) * Example: python3.8 Run_simulations.py Raw_Data/ Init/ Results/ 0 92 <br> * Requires:<br> - module_fibrin_polymerization_Diamond_kinetics.py<br> - module_kinetics.py<br> - solid_Diamond_Anand_dict.py (dictionnary with parameters of the simulations)<br> - output_parameters_polymerization_T1000.txt (sets of clotting kinetic parameters)<br> - Mean_LAT_LYS_shell.txt (mean fraction of shells during slow and fast lysis for each experiment. Used to compute the distribution of shells for the surrogate model) <br> ****************************************<br> * make_analysis_figures_simulations.py *<br> **************************************** * To reproduce the figures associated to simulation results:<br> python3.8 make_analysis_figures_simulations.py arg1 arg2 arg3 arg4 - arg1:<br> Directory with experimental lysis profiles - arg2:<br> Directory with the simulated lysis profiles - arg3:<br> Directory with initial conditions - arg4:<br> Directory with the results of the sensitivity analysis * Example: python3.8 make_analysis_figures_simulations.py Raw_Data/ Results/ Init/ Sensitivity_Analysis/ * PDF Figures are created in the current directory * Requires:<br> - module_analyze_simulations.py<br> - module_analyze_data.py<br> - output_parameters_polymerization_T1000.txt<br> - manip_summary.txt (clot formation time, slow lysis time, fast lysis time for each experiment)<br> - Experiments_sorted.txt (experimental conditions, sorted by increasing order of concentrations) <br> ****************************************<br> * make_analysis_figures_experiments.py *<br> **************************************** * To reproduce the figures associated to experimental results:<br> python3.8 make_analysis_figures_experiments.py arg1 - arg1:<br> Directory with experimental lysis profiles * Example: python3.8 make_analysis_figures_experiments.py Raw_Data/ * PDF Figures are created in the current directory * Requires:<br> - module_analyze_data.py<br> - Experiments.txt (contains experimental conditions)
DOI: 10.25573/data.10059470.v15
title: Monthly summary_Culebra Station Tower

description: Punta Culebra Nature Center meteorological station. Established in 2002. <br>Location: 8.910718°N, -79.528919°<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer)
DOI: 10.25573/data.10059467.v16
title: Monthly summary_Agua Salud, Celestino Tower

description: Monthly and daily summaries from the Agua Salud Celestino Tower. <br>Location 9.21142N, 79.72656W<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer, photosynthetically active radiation), soil moisture, net radiation, air pressure, evapotranspiration<br><br>Established in 2015 and is located at the eastern edge of the Soberania Nation Park, in an area of pastures and forest patches. The tower is 40ft (12.2m) tall
DOI: 10.25573/data.10059464.v16
title: Monthly summary_Bocas Station

description: Monthly and daily summary from the Bocas del Toro Research StationLocation: 9.351553°, -82.256565°<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, dissolved oxygen, turbidity, salinity, pH<br><br>Sensors located on a platform located approximately 60m from the end of the station’s dock. Platform includes meteorological tower, Sea Surface Temperature probe and several sea level sensors. The current platform was built in 2012 to replace the original platform.
DOI: 10.25573/data.10059461.v17
title: Monthly summary_AVA Tower

description: Barro Colorado Island, AVA tower.Two Sensors: North and South<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer, photosynthetically active radiation)<br>Established in Mar, 2011 as part of the ForestGEO Tropical Ecology, Assessment and Monitoring (TEAM) project.<br>The original tower was Located near the center of the island at the north west corner of the 50ha plot (9.1568°, -79.8486°).<br>In 2018 this tower was struck by a tree fall and rendered unusable.<br>In Feb. 2019 a new 45m tower was build close by (9.1568°, -79.8486°). <br><br><br>
DOI: 10.25573/data.10059458.v15
title: Monthly Summary_BCI, Vertical

description: Monthy and daily summary from Barro Colorado Island (BCI). Data organized in vertical format for long-term trend analysis<br>Location 9°9'42.36"N, 79°50'15.67"W<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, soil moisture, runoff, potential evapotranspiration, wet/dry season starting dates<br><br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>The data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy.<br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.
DOI: 10.25573/data.10059455.v15
title: Monthly Summary_BCI, horizontal

description: Monthly and daily summary from Barro Colorado Island (BCI). Data organized in horizontal format for seasonal and inter-year comparisons<br>Location 9°9'42.36"N, 79°50'15.67"W<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, soil moisture, runoff, potential evapotranspiration, wet/dry season starting dates<br><br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>The data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy.<br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.
DOI: 10.17632/7hdjzw5hzd.1
title: List of Tea Mosquito Bugs, Helopeltis bradyi, antennae unigenes related to odorant reception mechanism

description: The data contain the list of Tea Mosquito Bugs (TMB) , Helopeltis bradyi, antennae unigenes involved in TMB odorant reception. The data resulted from de novo transcriptome analysis from TMB antennae, which includes; 39 OBPs (odorant-binding proteins), 10 CSPs (chemosensory proteins), 81 Ors (odorant receptors), 1 Orcos (co-receptors), 9 SNMPs (sensory neuron membrane proteins), 3 GRs (gustatory receptors) and 4 IRs (ionotropic receptors).
DOI: 10.17632/myv2bh7hkr.1
title: Business Agility for Small and Medium Enterprises

description: This data is raw data from respondents used in processing SmartPLS data. The test results of the first SmartPLS model are also attached.
DOI: 10.17632/jybwkxyhvf.1
title: Problems in volumetric flow rate and liquid level control of a continuous stirred tank bioreactor with structured and unstructured kinetics

description: Numerical codes and input datasets for: "Problems in volumetric flow rate and liquid level control of a continuous stirred tank bioreactor with structured and unstructured kinetics" by K. Bizon & B. Tabiś.
DOI: 10.25573/data.10042400.v13
title: Barro Colorado Island, Lutz tower 1m_Relative Humidity

description: Barro Colorado Island (BCI), Lutz catchment tower, 1mLocation 9°9'42.36"N, 79°50'15.67"W<br>Relative Humidity, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>
DOI: 10.17632/4p2jdcp378.3
title: Codes and Data Package: Covid-19 Fiscal Support and its Effectiveness

description: This package contains the data as well as the Matlab files needed to replicate the empirical findings in "Covid-19 Fiscal Support and its Effectiveness", Economics Letters 205, pp. 109939/1–5: https://doi.org/10.1016/j.econlet.2021.109939 Abstract: This paper uses a threshold-augmented Global VAR model to quantify the macroeconomic effects of countries' discretionary fiscal actions in response to the Covid-19 pandemic and its fallout. Our results are threefold: (1) fiscal policy is playing a key role in mitigating the effects of the pandemic; (2) all else equal, countries that implemented larger fiscal support are expected to experience less output contractions; (3) emerging markets are also benefiting from the synchronized fiscal actions globally through the spillover channel and reduced financial market volatility.