cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/bpkbp5fy29.1
title: Determinants of male involvement in antenatal care in Palabek Refugee settlement,Northern Uganda

description: Background: In 2014, Uganda launched the National Male Involvement Strategy in Maternal and Child Health. In 2020, the District Health Management Information System report for Lamwo district, where Palabek Refugee Settlement is located, indicated a 10% male involvement in antenatal care (ANC). We investigated determinants of male involvement in ANC in Palabek Refugee Settlement to inform programs on improvement of male involvement in ANC in a refugee setting.
Methodology: We conducted a community-based cross-sectional analytical study among a proportionate sample of mothers in Palabek Refugee Settlement from October-December 2021. Using a standardized questionnaire, we collected information on demographics and the constructs of the socio-ecological model where consent was given. We summarized data in tables and figures. We used Pearson chi-square test to determine significance of independent variables at bivariate level. A multivariable logistic regression model was run for all variables found significant at bivariate analysis to determine association between the different independent variables and male involvement in ANC. 
Results: We interviewed 423 mothers. The mean age of their male partners was 31 years, SD 7. Eighty-one percent (343/423) of male partners had formal education, with 13% (55/423) having a source of income and 61% (257/423) having access to ANC information during their pregnancy. The level of male involvement in ANC in Palabek Refugee Settlement was 39% (164/423). Male involvement in ANC was positively associated with access to information on ANC (AOR 3.0; 95%Cl: 1.7-5.4) and frequent couple discussion on ANC (AOR 10.1; 95%Cl: 5.6-18.0). However, it was negatively associated with distance ≥3km to the health facility (AOR 0.6 ;95%Cl: 0.4-1.0).          
Conclusions: Approximately one in three male partners in Palabek Refugee Settlement were involved in ANC. Male partners who had access to information during ANC and those who had frequent discussions were more likely to get involved in ANC. Men who lived ≥3 kilometers from the health facility were less likely to be involved in ANC. We recommend intensified awareness creation on importance of male involvement in ANC and implementation of integrated community outreaches to reduce distance to the health facility.
DOI: 10.17632/dhkntt7x4w.1
title: Dynamometric and Non-Dynamometric Normal Reference values of Trunk Musculature Performance in individuals with different Body Composition 

description: Trunk muscles are very helpful to stipulate continuous effort throughout the day. They are able to slog when they are having sufficient endurance or else it can be able to cause low back pain if the endurance is inadequate. Through the assessment of trunk muscle performance one can easily predict the onset or episodes of low back pain. There is no such evidence which states the normative reference values of Dynamometric and Non-dynamometric tests with respect to different body composition. Dynamometric testing can be done with the help of Back leg chest dynamometer and modified Sorensons method is used for Non-Dynamometric testing of the trunk muscles. Muscle performance testing is very important to check the strength and endurance of trunk musculature so as to determine the deconditioning and plan various rehabilitation approaches accordingly.This study is a cross-sectional study in which male and female healthy participants having age of 19-40 years was recruited for the study. Sampling has been done by Stratified random sampling method. Informed consent was taken from the recruited participants prior to the participation in the study.
DOI: 10.6084/m9.figshare.22110041
title: Data

description: The four main dataframes (and one supporting) for analyzes published in "Urban tree composition is associated with breeding success of a passerine bird, but effects vary within and between years" (2023)
DOI: 10.6084/m9.figshare.22110041.v1
title: Data

description: The four main dataframes (and one supporting) for analyzes published in "Urban tree composition is associated with breeding success of a passerine bird, but effects vary within and between years" (2023)
DOI: 10.5281/zenodo.7646459
title: SciExpeM - 10.5281/zenodo.7646459

description: Westmoreland et al. - J. Phys. Chem. 1989, 93, 25, 8171–8180
DOI: 10.5281/zenodo.7646458
title: SciExpeM - 10.5281/zenodo.7646459

description: Westmoreland et al. - J. Phys. Chem. 1989, 93, 25, 8171–8180
DOI: 10.6084/m9.figshare.22105787
title: ECOPICS_Mx_Aboveground biomass from Pico de Orizaba Protected Park

description: ECOPICS Project : Aboveground Plant Dry Mass from 0.2 5 x 0.25m soil monolith Field campaign October-November 2017 Last modification : May 2022 by Isabelle Barois and Martín de los Santos The above-ground plant biomass was sampled per species on the top of the monolith (0.25 x 0.25m). Samples were dried in the oven and weighed after by Maricruz Álvarez. All the masses are therefore Dry Masses. The dry biomass of each green species was weighed and recorded independently. The dry biomass of the dry species was weighted all together and only the dominance of each dry species was expressed as a percentage of the total by monolith. The Aboveground Dry Mass Is = total dry green Biomass + total dry Biomass Each monolith has a unique name made of : Altitudinal level : from 3400 to 4400 (every 200 m) Plot Number : from 1 to 30 Target Species names: Tree, <em>Pinus hartwegii</em>; Shrub,<em>Oxylobus arbutifolius/Chianolaena</em> <em>lavandulifolia</em> and; Herb, <em>Lupinus monticola/Senecio roseus</em>.
DOI: 10.6084/m9.figshare.22105787.v2
title: ECOPICS_Mx_Aboveground biomass from Pico de Orizaba Protected Park

description: ECOPICS Project : Aboveground Plant Dry Mass from 0.2 5 x 0.25m soil monolith Field campaign October-November 2017 Last modification : May 2022 by Isabelle Barois and Martín de los Santos The above-ground plant biomass was sampled per species on the top of the monolith (0.25 x 0.25m). Samples were dried in the oven and weighed after by Maricruz Álvarez. All the masses are therefore Dry Masses. The dry biomass of each green species was weighed and recorded independently. The dry biomass of the dry species was weighted all together and only the dominance of each dry species was expressed as a percentage of the total by monolith. The Aboveground Dry Mass Is = total dry green Biomass + total dry Biomass Each monolith has a unique name made of : Altitudinal level : from 3400 to 4400 (every 200 m) Plot Number : from 1 to 30 Target Species names: Tree, <em>Pinus hartwegii</em>; Shrub,<em>Oxylobus arbutifolius/Chianolaena</em> <em>lavandulifolia</em> and; Herb, <em>Lupinus monticola/Senecio roseus</em>.
DOI: 10.6084/m9.figshare.22105787.v1
title: ECOPICS_Mx_Aboveground biomass from Pico de Orizaba Protected Park

description: ECOPICS Project : Aboveground Plant Dry Mass from 0.2 5 x 0.25m soil monolith Field campaign October-November 2017 Last modification : May 2022 by Isabelle Barois and Martín de los Santos The above-ground plant biomass was sampled per species on the top of the monolith (0.25 x 0.25m). Samples were dried in the oven and weighed after by Maricruz Álvarez. All the masses are therefore Dry Masses. The dry biomass of each green species was weighed and recorded independently. The dry biomass of the dry species was weighted all together and only the dominance of each dry species was expressed as a percentage of the total by monolith. The Aboveground Dry Mass Is = total dry green Biomass + total dry Biomass Each monolith has a unique name made of : Altitudinal level : from 3400 to 4400 (every 200 m) Plot Number : from 1 to 30 Target Species names: Tree, <em>Pinus hartwegii</em>; Shrub,<em>Oxylobus arbutifolius/Chianolaena</em> <em>lavandulifolia</em> and; Herb, <em>Lupinus monticola/Senecio roseus</em>.
DOI: 10.17632/4p47m9nhh8.1
title: Agricultural extention advisory services targeting farmers with disabilities in Ghana

description: The factors influencing targeting of farmers with disabilities (FWDs) for agricultural extension advisory services by extension agents in Ghana was examined using survey data. A questionnaire hosted on Google form was used to collect data from 528 extension agents from the 16 administrative regions in Ghana using simple random sampling technique.
DOI: 10.17632/4xkdc3jp3w.1
title: Generalized Epilepsy Reveals Increased Theta Oscillation in the Motor Cortex in Resting-State Magnetoencephalography

description: Kumagaya General Hospital
DOI: 10.17632/7jyhrpb478.1
title: Modelling Sustainability in Cyber-Physical Systems: A Systematic Mapping Study

description: Supporting sustainability through modelling and analysis has become an active area of research in Software Engineering. Therefore, it is important
and timely to survey the current state of the art in sustainability in Cyber-Physical Systems (CPS), which is one of the most actively developing classes of complex software systems. This work discusses the results of a Systematic Mapping Study (SMS) aiming at identifying the relevant primary studies reporting on CPS modelling approaches addressing sustainability over the last 10 years. Our literature search yielded 2209 papers, of which 104 primary studies were deemed relevant for a detailed characterisation from the perspective of nine research questions, to extract information about sustainability attributes, methods, models/meta-models, metrics, processes and tools used to improve the sustainability of CPS. These questions also aimed at collecting data about domain-specific modelling approaches and application domains. The final results report on nine questions, highlight interesting correlations among them, and identify literature gaps worth investigating in the near future.
DOI: 10.17632/7jyhrpb478.2
title: Modelling Sustainability in Cyber-Physical Systems: A Systematic Mapping Study

description: Supporting sustainability through modelling and analysis has become an active area of research in Software Engineering. Therefore, it is important and timely to survey the current state of the art in sustainability in Cyber-Physical Systems (CPS), which is one of the most actively developing classes of complex software systems. This dataset presents the results of a Systematic Mapping Study (SMS) aiming at identifying the relevant primary studies reporting on CPS modelling approaches addressing sustainability over the last 10 years. Our literature search yielded 2209 papers, of which 104 primary studies were deemed relevant for a detailed characterisation from the perspective of nine research questions, to extract information about sustainability attributes, methods, models/meta-models, metrics, processes and tools used to improve the sustainability of CPS. These questions also aimed at collecting data about domain-specific modelling approaches and application domains. The results of this characterization can be found in this dataset. This dataset also includes all the papers that were retrieved from the searches from the different libraries and were not included in the SLR.
DOI: 10.17632/7jyhrpb478.3
title: Modelling Sustainability in Cyber-Physical Systems: A Systematic Mapping Study

description: Supporting sustainability through modelling and analysis has become an active area of research in Software Engineering. Therefore, it is important and timely to survey the current state of the art in sustainability in Cyber-Physical Systems (CPS), which is one of the most actively developing classes of complex software systems. This dataset presents the results of a Systematic Mapping Study (SMS) aiming at identifying the relevant primary studies reporting on CPS modelling approaches addressing sustainability over the last 10 years. Our literature search yielded 2209 papers, of which 104 primary studies were deemed relevant for a detailed characterisation from the perspective of nine research questions, to extract information about sustainability attributes, methods, models/meta-models, metrics, processes and tools used to improve the sustainability of CPS. These questions also aimed at collecting data about domain-specific modelling approaches and application domains. The results of this characterization can be found in this dataset. This dataset also includes all the papers that were retrieved from the searches from the different libraries and were not included in the SLR.
DOI: 10.17632/7jyhrpb478.4
title: Modelling Sustainability in Cyber-Physical Systems: A Systematic Mapping Study

description: Supporting sustainability through modelling and analysis has become an active area of research in Software Engineering. Therefore, it is important and timely to survey the current state of the art in sustainability in Cyber-Physical Systems (CPS), which is one of the most actively developing classes of complex software systems. This dataset presents the results of a Systematic Mapping Study (SMS) aiming at identifying the relevant primary studies reporting on CPS modelling approaches addressing sustainability over the last 10 years. Our literature search yielded 2209 papers, of which 104 primary studies were deemed relevant for a detailed characterisation from the perspective of nine research questions, to extract information about sustainability attributes, methods, models/meta-models, metrics, processes and tools used to improve the sustainability of CPS. These questions also aimed at collecting data about domain-specific modelling approaches and application domains. The results of this characterization can be found in this dataset. This dataset also includes all the papers that were retrieved from the searches from the different libraries and were not included in the SLR.
DOI: 10.18746/bmth.data.00000297
title: Data accompanying "Low microplastic loads in European eel (Anguilla anguilla) during their marine-freshwater transition"
DOI: 10.6084/m9.figshare.22109414.v6
title: Single-cell gene set enrichment analysis and transfer learning for functional annotation of scRNA-seq data

description: Although an essential step, the functional annotation of cells often proves particularly challenging in the analysis of single-cell transcriptional data. Several methods have been developed to accomplish this task. However, in most cases, these rely on techniques initially developed for bulk RNA sequencing or simply make use of marker genes identified from cell clustering followed by supervised annotation. To overcome these limitations and automatise the process, we have developed two novel methods, the single-cell gene set enrichment analysis (scGSEA) and the single cell mapper (scMAP). scGSEA combines latent data representations and gene set enrichment scores to detect coordinated gene activity at single-cell resolution. scMAP uses transfer learning techniques to repurpose and contextualise new cells into a reference cell atlas. Using both simulated and real datasets, we show that scGSEA effectively recapitulates recurrent patterns of pathways’ activity shared by cells from different experimental conditions. At the same time, we show that scMAP can reliably map and contextualise new single cell profiles on a breast cancer atlas we recently released. Both tools are provided in an effective and straightforward workflow providing a framework to determine cell function and significantly improve annotation and interpretation of scRNA-seq data.
DOI: 10.17632/96zrthhy8x.1
title: PBM Data for Hybrid Lithium-ion Modelling

description: This data includes a reduced order P2D lithium ion battery model features for standard driving test cycles. Alongside with this, experimental and Full Order Model SoC estimations are included, as well as momentary field information like test step and time.
DOI: 10.5281/zenodo.7603986
title: Decreasing trends of ammonia emissions over Europe seen from remote sensing and inverse modelling

description: The set consists of 5 files that constitute the main calculations of ammonia emissions over Europe for the years 2013-2020. <br> The detailed description of variables follows: 1) PriorEmission.nc<br> - Pall: tensor of the size 240 x 200 x 12 x 8 (lat x lon x months x years) with ammonia prior emissions used in the study [ng/m2/s] 2) PosteriorEmission.nc<br> - Xall: tensor of the size 240 x 200 x 12 x 8 (lat x lon x months x years) with ammonia posterior emissions [ng/m2/s] 3) UncertaintyEmission.nc<br> - Uall: tensor of the size 240 x 200 x 12 x 8 (lat x lon x months x years) with uncertainty of posterior emissions [ng/m2/s] 4) FLEXPART.tar.gz<br> FLEXPART source-receptor relationships (SRRs) for ammonia. The directory contains respective directories for each year between 2013 and 2020. For each year, 365 or 366 (leap years) subdirectories are listed named as OUT_001, OUT_002 etc. which represent daily runs. In each of the directories, the classic FLEXPART output is found as explained in detail in Pisso et al. (2019), https://doi.org/10.5194/gmd-12-4955-2019. The file grid_time_**************.nc contains the FLEXPART SRRs named with the variable spec001_mr with size 1 x 72000 x 8 x 1 x 200 x 240 (nageclass x pointspec x time x height x latitude x longitude). Pointspec is 72000 because we release from -10E to 50E and from 25N to 75N to cover Europe every 0.5 degrees for 6 vertical levels that match the first 6 levels of the averaging kernel of the satellite product. This gives 100*120*6=72000. Time = 8 is the days that we go backward in time to account for all sources of ammonia given an average lifetime 12-24 hours. Longitude = 240 and latitude = 200 are the grid size defined for Europe as the emissions, namely from -10E to 50E and from 25N to 75N with a resolution of 0.25 degrees. 5) stations_vmodVSobs.mat <br> - st_list: list of stations identifiers, 53 stations in total<br> - st_coord: stations coordinates [lot,lat]<br> - st_OBSdays: matrix of the size 53 x (366*8) with observations in daily resolution [ug/m3]<br> - st_ind_obs: logical matrix of the size 53 x (366*8) with indicators when each station provides observation (1) and when not (0)<br> - st_prior_vmod_days: matrix of the size 53 x (366*8) with calculated concentrations using model with prior emission [ug/m3]<br> - st_post_vmod_days: matrix of the size 53 x (366*8) with calculated concentrations using model with posterior emission [ug/m3]
DOI: 10.6084/m9.figshare.22065302
title: ECOPICS_Mx_Soil mesofauna from Pico de Orizaba Protected Park

description: Each plot has a unique name made of : <strong>Altitudinal</strong> <strong>level</strong> : from 3400 to 4400 (every 200 m) <strong>Plot</strong> <strong>Number</strong> : from 1 to 30 <strong>Species</strong> <strong>names</strong>: Tree, <em>Pinus hartwegii</em>; Shrub,<em>Oxylobus arbutifolius/Chianolaena</em> <em>lavandulifolia</em> and; herb, <em>Lupinus monticola/Senecio roseus</em>. In each plot, at two meters of influence of the target plant (tree, shrub and herb) with a nucleator (5 cm diameter and 10 cm height), three samples of litter were collected (if present) at a depth dependent on the thickness of said layer. Once the sample of the mulch was taken, a sample of the first 20cm of the soil was collected with the same nucleator, the samples were placed gently in boxes independently (litter and soil) for transport to the laboratory. There we proceed to the extraction of the mesofauna with home made Berlese funnels. The number of organisms were extrapolated to one square meter. Morphological identification of Collembola families was performed using the keys of Christiansen & Bellinger 1980-81 and Janssens, 2021 in Red de Biodiversidad y Sistemática, INECOL, A.C., Xalapa. The other organisms their Morphological identification (taxa organism) was made using the Dindal's, (1990) key in Red de Ecología Funcional, INECOL, A.C., Xalapa. Mesofauna survey sheet contains the raw data : <strong>Mesofauna density: </strong>number of individuals (litter and soil) of each families of collembola and others taxa in each plot (density ind/m2)
DOI: 10.6084/m9.figshare.22065302.v2
title: ECOPICS_Mx_Soil mesofauna from Pico de Orizaba Protected Park

description: Each plot has a unique name made of : <strong>Altitudinal</strong> <strong>level</strong> : from 3400 to 4400 (every 200 m) <strong>Plot</strong> <strong>Number</strong> : from 1 to 30 <strong>Species</strong> <strong>names</strong>: Tree, <em>Pinus hartwegii</em>; Shrub,<em>Oxylobus arbutifolius/Chianolaena</em> <em>lavandulifolia</em> and; herb, <em>Lupinus monticola/Senecio roseus</em>. In each plot, at two meters of influence of the target plant (tree, shrub and herb) with a nucleator (5 cm diameter and 10 cm height), three samples of litter were collected (if present) at a depth dependent on the thickness of said layer. Once the sample of the mulch was taken, a sample of the first 20cm of the soil was collected with the same nucleator, the samples were placed gently in boxes independently (litter and soil) for transport to the laboratory. There we proceed to the extraction of the mesofauna with home made Berlese funnels. The number of organisms were extrapolated to one square meter. Morphological identification of Collembola families was performed using the keys of Christiansen & Bellinger 1980-81 and Janssens, 2021 in Red de Biodiversidad y Sistemática, INECOL, A.C., Xalapa. The other organisms their Morphological identification (taxa organism) was made using the Dindal's, (1990) key in Red de Ecología Funcional, INECOL, A.C., Xalapa. Mesofauna survey sheet contains the raw data : <strong>Mesofauna density: </strong>number of individuals (litter and soil) of each families of collembola and others taxa in each plot (density ind/m2)
DOI: 10.6084/m9.figshare.22065302.v1
title: ECOPICS_Mx Soil mesofauna

description: Each plot has a unique name made of : <strong>Altitudinal</strong> <strong>level</strong> : from 3400 to 4400 (every 200 m) <strong>Plot</strong> <strong>Number</strong> : from 1 to 30 <strong>Species</strong> <strong>names</strong>: Tree, <em>Pinus hartwegii</em>; Shrub,<em>Oxylobus arbutifolius/Chianolaena</em> <em>lavandulifolia</em> and; herb, <em>Lupinus monticola/Senecio roseus</em>. In each plot, at two meters of influence of the target plant (tree, shrub and herb) with a nucleator (5 cm diameter and 10 cm height), three samples of litter were collected (if present) at a depth dependent on the thickness of said layer. Once the sample of the mulch was taken, a sample of the first 20cm of the soil was collected with the same nucleator, the samples were placed gently in boxes independently (litter and soil) for transport to the laboratory. There we proceed to the extraction of the mesofauna with home made Berlese funnels. The number of organisms were extrapolated to one square meter. Morphological identification of Collembola families was performed using the keys of Christiansen & Bellinger 1980-81 and Janssens, 2021 in Red de Biodiversidad y Sistemática, INECOL, A.C., Xalapa. The other organisms their Morphological identification (taxa organism) was made using the Dindal's, (1990) key in Red de Ecología Funcional, INECOL, A.C., Xalapa. Mesofauna survey sheet contains the raw data : <strong>Mesofauna density: </strong>number of individuals (litter and soil) of each families of collembola and others taxa in each plot (density ind/m2)