cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17638/datacat.liverpool.ac.uk/1149
title: Poly-ε-Lysine or Mel4 Antimicrobial Surface Modification on a Novel Peptide Hydrogel Bandage Contact Lens - Advanced Materials Interfaces
DOI: 10.17632/zgvvp9p7p2.1
title: Relatório DATA SCIENCE - AIRBNB - CURITIBA 2017 - AirDNA

description: Data Science refere-se a uma área de pesquisa ainda emergente relacionada à coleta, preparação, análise, visualização, gerenciamento e preservação de grandes coleções de informações digitais. (Stanton, 2012). Para dar maior transparência aos dados utilizados nesta pesquisa, o relatório pode ser acessado aqui.
DOI: 10.17632/h6vg2kzvtm.1
title: Proactive gaze is present during biological and non-biological motion observation: data

description: The file Data proactive.xlsx reports the latency of participants' gaze shifts towards the end of a dots configuration translational movement, calculated from the time of dots configuration movement onset, in five different Experiments. The total duration of dots configuration movement was 1600 ms. Each sheet separately reports gaze latency in milliseconds recorded from each participant, during each trial, in each Experiment. The folder Stimuli contains 9 videos used as stimuli in Experiment 1 (Video 1, and 2), Experiment 2 (Video 3, and 4), Experiment 3 (Video 5, and 6), Experiment 4 (Video 7, and 8), and Experiment 5 (Video 9). The file Videos legends.docx describes each video.
DOI: 10.17632/j249tyfcnw.1
title: 2frictionalDecollementModel_AMSdataset

description: AMS (anisotropy of magnetic susceptibility) dataset of an analogue model simulating a fold-and-thrust belt above two adjacent décollements. Samples from the model are measured with the MFK1-FA Kappabridge (Agico Inc.) using an AC field strength of 200 A/m with a frequency of 976 Hz. For each sample the location within the model is given (x,y, in local coordinate system). Note, that the dataset is divided into surface and deep samples. This dataset is used in following publication: 'Influence of décollement friction on anisotropy of magnetic susceptibility in a fold-and-thrust belt model' by Schöfisch, T. et al. 2020
DOI: 10.6084/m9.figshare.12902549.v1
title: FCM indices data_(to share).xlsx

description: This study used a randomized controlled experiment to compare the impact of an educational card game versus a text-based article about the Arctic social-ecological system, on systems thinking skills. A total of 41 participants (game: n=20; reading: n=21) created pre- and post-intervention mental models of the system, based on a ‘fuzzy cognitive mapping’ approach.
DOI: 10.6084/m9.figshare.12902573
title: Poblaciones específicas de destinatarios de los estudios revisados

description: Poblaciones específicas de destinatarios de los estudios revisados
DOI: 10.6084/m9.figshare.12902573.v1
title: Poblaciones específicas de destinatarios de los estudios revisados

description: Poblaciones específicas de destinatarios de los estudios revisados
DOI: 10.17632/mb9wr5pn5n.1
title: Agriculture and Employment in creating and fostering pro poor growth in Central Africa

description: The table presents data from 10 out of 11 CEEAC countries gathered from the WDI database. It features the following series of variables: - the income share of the lowest 20%, - the total natural resources rents (% GDP), - agriculture, value added (annual % growth), - GDP growth (annual %), - Industry, value added (annual % growth), - the total population growth (annual % growth), - Rural population growth (annual %), - Urban population growth (annual %), - Services, value added (annual % growth) , - Domestic credit to private sector by banks (% of GDP), - Employment in agriculture (% of total employment) (modeled ILO estimate), - Employment in industry (% of total employment) (modeled ILO estimate), - Employment in service (% of total employment) (modeled ILO estimate), - Inflation, GDP deflator (annual %), - GINI index (World Bank estimate), - Gini (%), - Vast majority income (annual % growth). Data are then treated in E-views to regress pro poor growth (measured by the income share held by the lowest 20% and by the vast majority income growth) with the value added of the primary (agriculture), the secondary (industry) and the tertiary (service) sectors; employment the both sectors, the natural resources rents and other control variables like GDP growth, inflation and inequality.
DOI: 10.17632/g9xgv9s7hn.1
title: Notch and Bmp signaling pathways act coordinately during the formation of the proepicardium

description: Raw data related to article https://doi.org/10.1002/dvdy.229 Notch and Bmp signaling pathways act coordinately during the formation of the proepicardium Laura Andrés-Delgado et al., 2020 Developmental Dynamics
DOI: 10.6084/m9.figshare.12899915
title: R0195_20170929a_videos

description: Rat 0195, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.12899915.v1
title: R0195_20170929a_videos

description: Rat 0195, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.17632/t75wjsw6bw.1
title: Conjunctival melanoma detection using deep learning in smartphone images

description: The approach of our study is anterior segment examination using a smartphone image with deep learning system, which is similar to previous dermatology literature of skin cancer detection. This study was based on publicly accessible ocular images on the web. We collected anterior segment images from the Google image search engine. The strategy of image search was based on the following keywords: “conjunctiva”, “pterygium”, “conjunctival nevus”, “conjunctival melanoma”, and “conjunctival malignant melanoma”. The most recent image from the search was performed on Autumn 31, 2020. Images were manually classified by two board-certified ophthalmologists, and the ambiguous images were excluded to clarify the image domains.
DOI: 10.17632/xtfnf5r3pf.1
title: Sorption of U(VI), Np(V), and Eu(III) on goethite

description: Here is sorption data of U(VI), Np(V), and Eu(III) on synthesized goethite in a wide range of experimental conditions.
DOI: 10.34740/kaggle/dsv/1456717
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.17632/ckmh2h7sc5.1
title: SfePy: Numerical simulation of flow in deformable porous media

description: Code for finite element simulation of flow in deformable porous media.
DOI: 10.17632/dgyx5fzbgt.1
title: Path Max-Betweenness and Total-Betweenness Estimation

description: Here, we provide the data of both path max-betweenness and total-betweenness approaches.
DOI: 10.6073/pasta/e695b3c039617b7dc127fd077d35602a
title: Water quality data collected by the Citizen-Led Environmental Observatory (CLEO) from multiple nearshore sites in Lake Lillinonah, Connecticut, USA, 2010-current

description: Included in this data package are water quality data from the Citizen-Led Environmental, a Observatory (CLEO) volunteer water quality monitoring program run by Friends of the Lake (FOTL) and Fairfield University at Lake Lillinonah, Connecticut, USA. The program has been operational since 2008 (data available 2010-current). Trained volunteer monitors collect data from dock locations across the lake on water temperature, Secchi disk depth, water color, presence of floating woody debris, recreation potential, trash, particle type and surface scum. Volunteers collect data between 3:00 and 7:00 PM three times per week from Memorial Day through Labor Day. In addition to the variables listed above, CLEO volunteers collect routine water samples on a biweekly basis, as well as any time there is a notable algal bloom. The routine samples are analyzed for nutrient (total nitrogen and total phosphorus) concentrations as well as concentrations of the cyanobacterial toxin microcystin. The blooms samples are analyzed for microcystin only. These data are available in EDI packages EDI568 (nutrients) and EDI569 (toxins).
DOI: 10.6084/m9.figshare.12902549
title: Data for article: "Impact of gameplay vs. reading on social-ecological systems thinking:A fuzzy cognitive mapping approach

description: This study used a randomized controlled experiment to compare the impact of an educational card game versus a text-based article about the Arctic social-ecological system, on systems thinking skills. A total of 41 participants (game: n=20; reading: n=21) created pre- and post-intervention mental models of the system, based on a ‘fuzzy cognitive mapping’ approach.
DOI: 10.6084/m9.figshare.12902549.v3
title: Data for article: "Impact of gameplay vs. reading on social-ecological systems thinking:A fuzzy cognitive mapping approach

description: This study used a randomized controlled experiment to compare the impact of an educational card game versus a text-based article about the Arctic social-ecological system, on systems thinking skills. A total of 41 participants (game: n=20; reading: n=21) created pre- and post-intervention mental models of the system, based on a ‘fuzzy cognitive mapping’ approach.
DOI: 10.6084/m9.figshare.12902549.v2
title: Data for article: "Impact of gameplay vs. reading on social-ecological systems thinking: A fuzzy cognitive mapping approach"

description: This study used a randomized controlled experiment to compare the impact of an educational card game versus a text-based article about the Arctic social-ecological system, on systems thinking skills. A total of 41 participants (game: n=20; reading: n=21) created pre- and post-intervention mental models of the system, based on a ‘fuzzy cognitive mapping’ approach.
DOI: 10.5066/p9et243q
title: Data in support of Pennsylvania StreamStats upgrade to the basin delineation database

description: In cooperation with the Federal Emergency Management Agency, Pennsylvania Department of Environmental Protection, Pennsylvania Department of Transportation, and Susquehanna River Basin Commission, the U.S. Geological Survey (USGS) has compiled a series of GIS datasets for Pennsylvania to be implemented into the USGS StreamStats application. These data were compiled from the high definition National Hydrography Dataset (NHD) and the 10-meter resolution National Elevation Dataset (NED). By using these datasets, and those from the U.S. Geological Survey Data Release https://doi.org/10.5066/P9HK9SSQ, users will be able to delineate watersheds and calculate basin characteristics using the StreamStats application.
DOI: 10.17632/yfx9h649wz.2
title: BookClub artistic makeup and occlusions face data

description: The novel BookClub artistic makeup data set contains images of 21 subjects. Each subject’s data may contain a photo-session series of photos with no-makeup, various makeup, and images with other obstacles for facial recognition, such as wigs, glasses, jewellery, face masks, or various types of headdress. Overall, the data set features 37 photo-sessions without makeup or occlusions, 40 makeup sessions, and 17 sessions with occlusions. Each photo-session contains circa 168 RAW images of up to 4288×2848 dimensions (available by request) of six basic emotional expressions (sadness, happiness, surprise, fear, anger, disgust), a neutral expression, and the closed eyes photo-shoots taken with seven head rotations at three exposure times on the off-white background. Default publicly available downloadable format is a JPEG of the 1072×712 resolution. The subjects’ age varies from their twenties to sixties. Race of the subjects is predominately Caucasian and some Asian. Gender is approximately evenly split between sessions. The photos were taken over the course of two months. A few sessions were done later, and some subjects posed at multiple sessions over several week intervals in various clothing with changed hairstyles. The motivation for the novel BookClub data set creation was an attempt to fill in the apparent gap in the makeup and occlusions data sets of high quality and resolution images featuring sophisticated original artistic makeup and non-trivial occlusions, made in the controlled environment with a wide variety of the represented emotions, orientations, lighting conditions per subject, for subjects representing age ranges, genders, and race. To emulate the real-life conditions, when makeup or other occlusions of the subjects may not be predicted and included into training sets beforehand, non-makeup and non-occlusion sessions were selected into the training set, which amounted to roughly 6200 images. Then, the facial recognition accuracy estimation was run with the same as above mentioned training parameters of AlexNet for each makeup and occlusion photo-session. While the majority of the sessions, were correctly identified, scoring high 93−100% accuracy, some sessions scored significantly lower accuracy in the 50−90% range, and some sessions were misidentified. Some sessions with especially high contrast, dark pigment makeup, or created by professional artists scored close to 0% accuracy. Even worse, someof the low accuracy makeup scored high guess scores for the wrong subject, it appears making accuracy &lt; 90% effectively unreliable by upper bound. Experiments on the novel BookClub data set of artistic makeup and occlusions have demonstrated that even contemporary state-of-the-art face recognition algorithms such as AlexNet (even retrained on a large amount of data) when meeting with real-life obstacles, perform poorly at the desired high confidence levels.
DOI: 10.17632/gw3rcd3769.1
title: Food Webs Prelim Arthropod Data

description: Morphospecies and environmental data for macroarthropod and microarthropod collections from leaf litter in the Liko Na Pilina experiment. In February 2019, we collected single leaf litter samples under canopies of 19 studied plant species to examine macroarthropod populations. This collection was the first of eight collections to be conducted on a quarterly basis and rotated across the four blocks twice. Collections per species were standardized by volume (i.e., one approximately 27 cm x 27 cm bag per species) and distributed spatially as evenly as possible across individuals planted per species in the four plots per block; small collections were made from beneath several individuals per species. We identified 74 macroarthropod morphospecies, ranging between 17 and 35 per plant species. We also performed microarthropod collections as part of a June-July 2017 pilot study focusing on oribatid mites. Litter was collected from 11 tree species. We used four 25-cm2 quadrats placed on the ground at the underneath the plant canopies and found 13 morphospecies of mites. We investigated relationships among the arthropod community (both micro- and macro-arthropods) and the plant functional traits using Redundancy Analyses (RDA) in R (R Development Core, 2018). RDA ordinates invertebrate species using axes that are constrained to be linear combinations of the plant functional traits, in such a way that the relationship between the invertebrate species and the plant functional traits can be clearly seen. We started with the 15 functional traits data that were used to design the experimental treatments (Ostertag et al., 2015) and then ran Variance Inflation Factor (VIF) analyses to look for collinearity. We eliminated all variables with a VIF&gt;10. Functional trait variables included in the RDA were foliar C and P concentrations, foliar δ13C (a measure of integrated water-use efficiency), maximum plant height, seed mass, altitudinal range (a measure of habitat breadth), and shade ratio (a measure of the canopy architecture). While the taxonomic details of the arthropod data sets are still being worked out, RDA shows that the macroarthropod (Figure 5a) and microarthropod (Figure 5b) communities depend on the functional traits of the plant species and thus that primary consumers' functional traits affect the arthropod community. For macroarthropods, C concentration was the only significant variable (P = 0.002), which was tested by the distribution-free Monte Carlo test (999 permutations), in which the distribution of the test statistics under the null hypothesis is generated by random permutations of cases. For microarthropods, only height was significant (P = 0.026) and shade ratio was marginally not significant but potentially important (P = 0.098).
DOI: 10.17632/46dnvw6sdh.1
title: US trade & German trade

description: trade balance
DOI: 10.17632/7wj7yyjkh9.1
title: A comprehensive autonomous navigation system for wheel loaders

description: A comprehensive autonomous navigation system for wheel loaders
DOI: 10.17632/y3h34szx5z.1
title: EXT1-dependent lipidomics, glycomics, and proteomics

description: Comparison between lipid species (Table S5), N- and O-glycans (Table S2), and peptides (Table S4) isolated from Endoplasmic reticulum membranes of EXT1 knock-down and control HeLa cells. Proteins identified by mass spectrometry, as partners of EXT1 in ER membranes (Table S6).
DOI: 10.17632/2mfzds3mmv.1
title: Dynamics of Lnp1, ATL1 and a luminal ER marker in cells depleted for EXT1

description: Dynamics of Lnp1 in control Cos7 cells Dynamics of Lnp1 in EXT1 k.d. Cos7 cells Dynamics of ATL1 in control Cos7 cells Dynamics of ATL1 in EXT1 k.d. Cos7 cells Photoactivation of the PA-KDEL-GFP marker in control Cos7 cells Photoactivation of the PA-KDEL-GFP marker in EXT1 k.d. Cos7 cells
DOI: 10.17632/kfs32kj7sd.1
title: Dataset

description: this data is about lipid peroxidation (MDA) and oxidative stress (GPx) and change of body weight in male rat induced by chlorpyrifos and the protective effect of Rosmarinus Officinalis in Liver, Kidney, and Blood in five groups of male rat
DOI: 10.17632/z5579jrtr2.1
title: Data for: A Study on the Effects of Feed Temperature and Concentration on Design of a Multi-stage Pervaporation System for Isopropanol-Water Separation Using Commercial Available Modules with Inter-Stage Heating

description: Supporting Information
DOI: 10.17632/dd64yzjp55.1
title: Can an App based Maxillofacial Trauma Score predict operative time, length of stay and need for ICU?

description: Purpose: Injury and Trauma scores are the mainstay of predicting outcomes of trauma patients. ZS maxillofacial trauma score is based on four previous facial trauma scores and is user friendly, app-based visually coded facial trauma scoring. Our study was designed to seek the application of app based ZS maxillofacial trauma score to predict the operative time, ICU need and length of stay. Patients and Methods: We performed a retrospective chart review of patients who presented to a university medical college teaching hospital with maxillofacial fractures from October 2018 until October 2019. ZS maxillofacial trauma scoring app was used to calculate facial. Our primary predictor variable was ZS maxillofacial trauma score. Our primary outcome of interest was operative time. Our secondary outcome of interest was ICU need and length of stay. Correlation analysis, linear regression and logistic regression was performed for statistical analysis. A statistical p value of .05 was considered significant at a 95% confidence interval. Results: There were 95 males and 5 female patients included in the study. The age ranged from 3 to 84 years with a mean of 30.76 (SD=14.04). A statistically significant correlation between the ZS score and operative time (r=0.67, p&lt;0.001) was observed. ZS score predicted operative time (b1=7.67, p&lt;0.001) in our study sample. Increasing ZS trauma score was also significantly associated with ICU requirement (X2(3)=13.682, p=.003). Conclusions: App based ZS maxillofacial trauma score can predict the operative time and need for ICU. Keywords: Facial trauma; perioperative outcomes; trauma score; ZS maxillofacial trauma score. ZS maxillofacial trauma score is a simple, intuitive, user-friendly and visual app based scoring system which provides a composite score that can be utilized for documentation, communication and prognostic purpose. The ZS score can predict the operative time and ICU requirement which is a surrogate marker of patient outcomes and can be used to quantify the severity of facial trauma, perioperative outcomes and the cost of treatment. As it is an app based scoring system, it has the potential to be integrated into the electronic medical record system, which can simplify the documentation of facial trauma. Medical devices and apps are already invaluable tools for us, and as their features and uses expand, they are expected to become even more widely incorporated into nearly every aspect of clinical practice. We believe an app based facial trauma score like the ZS score can provide meaningful, accurate, and timely information and guidance to the end user in order to serve the vital purpose of improving patient outcomes.
DOI: 10.7910/dvn/dbnbeu/vek7ey
title: README.txt

description: A description of all of the files in this replication archive.
DOI: 10.17632/7w4hsm63nk.1
title: Trigeminal neuralgia in Ethiopian Patients

description: This is a data set was from a facility based cross sectional study aimed to assess clinical characteristics, treatment, and associated factors in Trigeminal neuralgia (TN) patients in a Addis Ababa, Ethiopia. We analyzed total of sixty-one patients (n=61) from four health facilities in Addis Ababa Ethiopia. All patients with confirmed TN who presented to the four health facilities during the six month study period were included in the study. All the patients were interviewed and examined by board certified neurologist. Structured questionnaires were utilized to extract demographic, clinical, and imaging data from all the patients after informed consent was obtained. Descriptive analysis, Chi-square, student t-test, binary and multivariate analysis were used to describe the results. The data set contains the following data: demographic, clinical characteristics related to trigeminal neuralgia such as classification, duration of illness, involved side, involved nerve branch, history of dental extraction, quality of pain, triggering factors, triggering zone, treatment satisfaction, type of medications, and comorbidity. Additional data related to associated autonomic dysfunction, family history of trigeminal neuralgia, symptoms changes with seasonal changes, history of surgical procedures, and brain imaging findings. These data represent a data obtained by cross sectional at neurological out patients clinics. Therefore, it should be analyzed and interpreted accordingly. We decided to share these data with other colleagues because, this is the first study about Trigeminal neuralgia in Ethiopia, if not the sub-Saharan Africa (SSA). Such paucity of clinical information from the sub Saharan Africa regarding trigeminal neuralgia resulted in wide spread miss management, delayed diagnosis, and sub-optimal treatment of patients with trigeminal neuralgia in Africa. Thus far, this is the first cohort of trigeminal neuralgia patients in Ethiopia. Therefore, we decided to characterize their clinical features and simultaneously opt to determine the cause of delayed diagnosis and treatment satisfaction of our patients. One of the most important finding from our study was the high prevalence of dental extraction (41%) among TN patients in Ethiopia. This information is vital to us in such as way close to half of our patients with trigeminal neuralgia initially visited dental health professional for trigeminal-related facial pain. This finding indirectly indicate the level of miss diagnosis and delayed diagnosis our patients face currently in Ethiopia. Furthermore, this data indicate those patients who initially visited dental office for their facial pain were tends to be on higher dose of carbamazepine compared to those with out history of dental extraction. These findings were explained by the combined adverse effect of delayed diagnosis and extraction of healthy tooth resulted in requirement of higher dose of carbamazepine to control the facial pain. Thank you
DOI: 10.5281/zenodo.4010850
title: Z=0.04 core collapse helium star models

description: Core collapse models of helium stars at Z=0.04
DOI: 10.5281/zenodo.4010849
title: Z=0.04 core collapse helium star models

description: Core collapse models of helium stars at Z=0.04