cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/g3f7wkzc45.1
title: Olkokola Meteorological Station

description: Data collected at station established by Duquesne University on 25 May 2019 at S, E. Data are collected with a Meter (Pullman, WA, USA) ATMOS41 sensor suite and logged with a ZL6 data logger. All data are reported in local time, EAT, UT+3. Data collected included: Solar radiation (W m^-2) Precipitation (mm) Lightning activity (incidence) Lightning distance (km) Wind direction (degrees) Wind speed (m/s) Wind gust speed (m/s) Air temperature (degrees Celsius) Vapor pressure (kPa) Atmospheric pressure (kPa) Sensor angle, x-axis (degrees) Sensor angle, y-axis (degrees) Maximum precipitation rate (mm/hr) Relative humidity sensor temperature (degrees Celsius) Vapor pressure deficit (kPa) Data are recorded every 15 minutes and uploaded hourly. This dataset will be updated periodically. For questions or more information, please contact PI: David Kahler, kahlerd@duq.edu.
DOI: 10.17632/k3nk84s7vp.1
title: High-speed railway and IPO underpricing

description: The HSR data including the station, line and the scheduled trip information are collected from the Chinese Research Data Services Platform, and manually checked in the reports from the China Department of Transportation as Dong (2018). The financial data for the IPO firms is obtained from the WIND database, and the prefecture-level socioeconomic data are drawn from the China City Statistical Yearbooks from 1990 to 2018. Our sample period spans from 1991 to 2018, where 1991 is the establishment time of China’s stock market.
DOI: 10.17632/ykypdppy9n.1
title: Modeling the interplay between plastic tradeoffs and evolution in changing environments

description: MatLab simulation code and scripts reproducing all figures in Tikhonov, Kachru, Fisher (2019), "Modeling the interplay between plastic tradeoffs and evolution in changing environments". Optional pre-computed simulation data included to speed-up figure plotting; remove or rename any data file to rerun the relevant simulations from scratch.
DOI: 10.18739/a26w9688b
title: Surface precipitation and fog particle size distribution: FM (Fog Monitor) 10, Summit, Greenland, 2011-2014

description: The data set consists of measurements of precipitation and cloud particle size distributions made by Droplet Measurement Technologies (DMT) Fog Monitor 10s (FM100) acquired from June 2011 through June 2014 at Summit Station, Greenland (72 ºNorth, -38 ºWest, 3209 meters). The data was collected as part of the NSF (National Science Foundation) funded project “Closing the Isotope Hydrology at Summit: Measurements of Source Regions, Precipitation and Post-deposition Processes”. The purpose of the data set is to complement observations of isotopic composition of surface accumulation and vapor, ultrasonic wind measurements, meteorology and the properties of the snow surface.
DOI: 10.25345/c5765n
title: MassIVE MSV000084136 - Extracellular matrix hydrogel derived from decellularized tissues enables endoderm organoids culture
title: Organoids have huge therapeutic potential and are increasingly opening up new avenues within regenerative medicine. However, the clinical application is greatly limited by the lack of effective GMP-complaint systems for organoid expansion in culture. Here, we envisage that the use of extracellular matrix hydrogels derived from decellularized tissues (DT) can provide the instructive native environment necessary to direct cell growth. These gels possess the biochemical signature of tissue-specific ECM, and have the potential for clinical translation due to their natural, non-carcinogenic origin. We show that gels developed from decellularized porcine small intestinal mucosa have similar physiological range and mechanical properties to commercially available gels. ECM-derived gels enable formation and growth of endoderm-derived organoids and, moreover, supports in vivo organoid growth. The development of these ECM-derived hydrogels opens up the potential for human organoids to be used clinically.
DOI: 10.17632/c8854nww3p.2
title: Early adaptation strategies of Saccharomyces cerevisiae and Torulaspora delbrueckii to co-inoculation in high sugar grape-like media.

description: Supplementary files from the article "AEarly adaptation strategies of Saccharomyces cerevisiae and Torulaspora delbrueckii to co-inoculation in high sugar grape-like media"
DOI: 10.5281/zenodo.3352229
title: MANOVA dataset 'Environmental specificity in Drosophila-bacteria symbiosis affects host developmental plasticity'

description: MANOVA dataset from the manuscript 'Environmental specificity in <em>Drosophila</em>-bacteria symbiosis affects host developmental plasticity' (2019)
DOI: 10.5281/zenodo.3352230
title: MANOVA dataset 'Environmental specificity in Drosophila-bacteria symbiosis affects host developmental plasticity'

description: MANOVA dataset from the manuscript 'Environmental specificity in <em>Drosophila</em>-bacteria symbiosis affects host developmental plasticity' (2019)
DOI: 10.17638/datacat.liverpool.ac.uk/921
title: Comparison of atomic layer deposited Al2O3 and (Ta2O5)0.12(Al2O3)0.88 gate dielectrics on the characteristics of GaN-capped AlGaN/GaN metal-oxide-semiconductor high electron mobility transistors
DOI: 10.5281/zenodo.3351938
title: Demo data for TPS Measurement comparison

description: A data set to be used to demonstrate TPS Measurement comparison
DOI: 10.5281/zenodo.3351939
title: Demo data for TPS Measurement comparison

description: A data set to be used to demonstrate TPS Measurement comparison
DOI: 10.25345/c5q650
title: MassIVE MSV000084141 - cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.
title: cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.cLTP test.
DOI: 10.5281/zenodo.3352429
title: DWD European Weather 2

description: opendata.dwd.de - OpenData by Deutscher Wetter Dienst Conditions: https://www.dwd.de/EN/service/copyright/copyright_node.html dates and times are UTC.
DOI: 10.6084/m9.figshare.9116993.v2
title: qqh CSC data.xlsx

description: Dataset show ‘Cancer stem-like cells with hybrid epithelial/mesenchymal phenotype leading the collective invasion ’ , each fig data in different sheets in order.
DOI: 10.5281/zenodo.3351947
title: Extreme events changes over China under 1.5-4°C global warming targets: projected by an ensemble of regional climate model simulations

description: This file is for the upload of data for 2019JD031057R.
DOI: 10.5281/zenodo.3351948
title: Extreme events changes over China under 1.5-4°C global warming targets: projected by an ensemble of regional climate model simulations

description: This file is for the upload of data for 2019JD031057R.
DOI: 10.5281/zenodo.3350385
title: No interactions between heparin and atacicept

description: This dataset is related to "No interactions between heparin and atacicept, an antagonist of B cell survival cytokines" (Kowalczyk-Quintas C, Willen D, Willen L, Golob M, Schuepbach-Mallepell S, Peter B, Eslami M, Vigolo M, Broly H, Samy E, Yalkinoglu Ö, Schneider P).
DOI: 10.5281/zenodo.3350386
title: No interactions between heparin and atacicept

description: This dataset is related to "No interactions between heparin and atacicept, an antagonist of B cell survival cytokines" (Kowalczyk-Quintas C, Willen D, Willen L, Golob M, Schuepbach-Mallepell S, Peter B, Eslami M, Vigolo M, Broly H, Samy E, Yalkinoglu Ö, Schneider P).
DOI: 10.17632/7tc9j8nynb.1
title: Anthropogenic marine debris found in peri-urban and urban mangroves on Penang Island, Malaysia

description: The abundance diversity parameters and intertidal sorting of accumulated anthropogenic marine debris (AMD) were evaluated in the urban and peri-urban mangroves along the coast of Penang Island, Malaysia. Debris items were counted and classified along 80 m transects in progressively higher water marks from as close to the seaward side as practical, within a 100 m2 quadrat sampling frame. Abundance, diversity, evenness, and patterns of accumulation in relation to tidal levels were compared between four sites which were sampled at different periods over 2 months and constrained by possible changes in their previous individual wind fields, and neap-spring tidal development. Plastics made up most of the AMD with plastic bags, sheets, and fragments being the most common items found at all sites. More AMD was retained in the urban sites compared to peri-urban sites, consistent with their larger resident population density. Diverse debris forms were consistent with the type of land use and population livelihood in each area, with a clear separation between the most urbanised and peri-urban sites on the NE and NW coasts and the urban and peri-urban sites on the SE and SW coastlines on the island. At the low tidal levels close to the edge in the urban sites, we observed the largest differences in abundance, diversity, and evenness over a similar parameter compared to the transects away from the edge, owing to sorting and edge effect. These patterns of change and differences across transects and sites, suggested: 1) an independence of accumulated material with neap-spring phases, for a constant wind field; 2) a mangrove canopy and root structure away from the edge that efficiently retains deposited materials with little sorting through the main body of the canopy; and 3) materials deposited closer to the edge are increasingly lost to the water body due to the edge effect.
DOI: 10.25387/g3.8796785
title: Supplementary Materials for Shorinola et al., 2019

description: The supplementary Table file contains Table S1 and Table S2. Table S1 contains information on mutants with significantly different seminal root number phenotypes to Cadenza. Table S2 contains information on all the mutants phenotyped in both Screen A and B. The supplementary figure file contains Figure S1, Figure S2 and Figure S3. Figure S1 shows the relationship between the seminal root number measurements in Screen A and Screen B. Figure S2 and Figure S3 show representative images and embryo size measurement of mutants with validated altered seminal root number phenotypes, respectively<br>
DOI: 10.25387/g3.8796785.v1
title: Supplementary Materials for Shorinola et al., 2019

description: The supplementary Table file contains Table S1 and Table S2. Table S1 contains information on mutants with significantly different seminal root number phenotypes to Cadenza. Table S2 contains information on all the mutants phenotyped in both Screen A and B. The supplementary figure file contains Figure S1, Figure S2 and Figure S3. Figure S1 shows the relationship between the seminal root number measurements in Screen A and Screen B. Figure S2 and Figure S3 show representative images and embryo size measurement of mutants with validated altered seminal root number phenotypes, respectively<br>
DOI: 10.5063/f1639n12
title: Ocurrence data base of the mountain carnivores in Northwestern Mexico, script and matrix for model the diversity and habitat use for each species

description: Database of the events of occurrence of the mountain carnivores in Northwestern Mexico during a camera trap survey on 2015-2017.This script was written to model the habitat use of the mountain carnivores in Northwestern Mexico for landscape covariates: forest cover, proportion of Abundance was estimated with camera-trap surveys and refers to the number of events (at least one picture per week) during the survey. We sampled habitat variables in five concentric circles (buffers of 25-, 75-, 150-, 450- and 600-m radius) around each camera trap. Landscape covariates were: a) Terrain ruggedness index using the Mexican digital elevation model (INEGI 2015) with a 15 m resolution per pixel. (b) Forest cover of the study site using 2013 land cover maps (Hansen et al. 2013). (c) Map of vegetation types; all pine forest is considered secondary vegetation because of disturbances caused by wildfires and forest management practices.
DOI: 10.17632/j9hnbbxcpm.1
title: datasets for GRDEISCDM

description: These data are 29 benchmark datasets from the University of California at Irvine (UCI) machine learning repository. We discretized all the numerical attributes using the minimum description length (MDL) method for datasets-GRDEISCDM(MDL) and replacing all missing values for data-GRDEISCDM(UR+MDL).
DOI: 10.17632/mm4nm7ndp2.1
title: BDI-SPEECH

description: Data concerning depressive symptoms using the Bahasa Malaysia version of the Beck Depression Inventory-II (Malay-BDI II) questionnaire with the associated acoustic features of speech and demographic information. The data was gathered from a population on social media of Bahasa Malaysia Speaker.
DOI: 10.17632/fk8ym6k4vg.1
title: Dosimeter measurements

description: Tube output and Half value layer (HVL) measurements from different mammographic systems. Measurements wered one with different procedures and different type of dosimeters: Ionization chamber (IC) and solid state dosimeters (SSD). The data is part of a peer-reviewed article.
DOI: 10.17632/n64x7h4znj.2
title: Data for: Are there opportunities for sustainable tourism in the province of Manabí – Ecuador?. The case study of Puerto López

description: These are the data from the questionnaire conducted for the results presented in the article "Are there opportunities for sustainable tourism in the province of Manabí – Ecuador?. The case study of Puerto López".
DOI: 10.17632/w77b87fvct.1
title: A maize leaf image dataset with three water treatment levels

description: A novel maize leaf data set is constructed, which contains 18040 images under three water treatments (well-watered, reduced-watered and drought-stressed). These local leaf images are cropped from 656 original maize digital images under natural environment. On the one hand, maize water stress status can be detected through exploring leaf phenotypic traits, like color changes, curling and wilting. On the other hand, a mass of image data is augmented that helps a lot to train a CNN.
DOI: 10.17632/2h3f6ny77g.1
title: Data for Service with a Smiley Face: Emojional Contagion in Digitally Mediated Relationships

description: This data demonstrates emotional contagion effects within a digital marketing communication. The use of smiling emojis creates a positive affective reaction which mediates the effect on relationship strength within a service marketing context. This effect is conditional upon the existence of a communal relationship. Data was collected in one lab study and two online studies to demonstrate this effect. In study 1, use of biometric equipment shows that unconscious affect, measured through frames spent smiling, serially mediates the effect of conscious (self-reported) affect on relationship strength with the message sender. In studies 2 and 3, the effects of the smiling emoji on positive affect and relationship strength are conditional upon an existing communal relationship between sender and receiver.
DOI: 10.25919/5d3ae61aec866
title: Parkes observations for project P1016 semester 2019APRS_05

description: Understanding rotating radio transients (RRATs) has the potential to uproot our understanding of core-collapse supernovae and the overall evolution of neutron stars. Despite this, RRATs remain an enigma and has numerous potential and conflicting explanations in the literature. These observations will observe a sample of RRATs with the UWL receiver, in tandem with the Five-hundred-meter Aperture Spherical Telescope (FAST), in order to directly test many of the competing theories that exist around RRATs and answer the question of where they fit amongst the overall population of neutron stars.
DOI: 10.5281/zenodo.3352280
title: dataset, Heating quinoa shoots results in yield loss by inhibiting fruit production and delaying maturity

description: Full dataset and scripts used for Tovar et al. Heating quinoa shoots results in yield loss by inhibiting fruit production and delaying maturity
DOI: 10.5281/zenodo.3352281
title: dataset, Heating quinoa shoots results in yield loss by inhibiting fruit production and delaying maturity

description: Images used for Tovar et al. Heating quinoa shoots results in yield loss by inhibiting fruit production and delaying maturity
DOI: 10.17632/rbhgn839np.2
title: Data for: Environmental conditions and paternal care determine the synchronous hatching of coral reef fish larvae

description: For all fishes, hatching is a short but crucial event and the conditions under which it occurs considerably influence the success of the larvae. For coral reef fish, hatching is even more important because it marks the beginning of the dispersal phase. The timing of hatching dictates the conditions that the larvae will encounter, potentially influencing their survival and dispersal. Despite this importance, very few studies looked at hatching of marine fishes in the natural environment because of important technical constrains. In this study we directly examined the temporal pattern of hatching during the night. Using remote night vision cameras and infrared lights to avoid disturbances, we successfully document in situ hatching events of three coral reef fish species, all benthic brooders (Abudefduf saxatilis, Stegastes partitus, and Elacatinus lori). Hatching timing, rate and duration were computed from the observations and highlight different hatching strategies used by the fish species. The analysis of the fish behaviors shows that the males display parental cares beyond the incubation period of the eggs and increase activity during the hatching events. With this study, we can relate the hatching events to the environmental context, giving us a better understanding of the factors influencing the beginning of the larval phase. These observations highlight the benefit of in situ studies to better understand the characteristics and potential consequences of hatching. This dataset contains video examples of the hatching events for the three species and the data extracted from the videos for the analysis of the hatching rates and the paternal care behaviors.
DOI: 10.25387/g3.8864960
title: Supplemental Material for Martinez de San Vincent et al., 2019

description: Phenotyping images and related files are provided as a zipped file. Phenotyping images are provided as image files. Descriptions and plate layouts are provided in file C.ortho_phenotyping_images_info.xlsx<br>Scores for SGATools are in Totals_SGA_06042018_score045.xlsx
DOI: 10.25387/g3.8864960.v1
title: Supplemental Material for Martinez de San Vincent et al., 2019

description: Phenotyping images and related files are provided as a zipped file. Phenotyping images are provided as image files. Descriptions and plate layouts are provided in file C.ortho_phenotyping_images_info.xlsx<br>Scores for SGATools are in Totals_SGA_06042018_score045.xlsx
DOI: 10.17632/54zgt6sp2h.1
title: ProjectJUST.com effects on sustainable clothing purchase intention

description: Millennials might prefer sustainable food and electric cars, but their desire for low prices and stylish clothing leads them to retailers who use sweatshops and damage the environment. Activists have mobilized, but the effects of their efforts remain insufficiently assessed. This study assessed the effects of a sustainable clothing activist website, ProjectJUST.com, on Millennials’ intention to purchase sustainable clothing. One group who had visited ProjectJUST.com (n = 700), and another who had not (n = 685) responded to an online survey. A vetted structural equation model (SEM) derived from the theory of planned behavior was then fit across and within each group. Results suggested that perceived personal relevance had slightly more salient effects on intention to purchase sustainable clothing compared to the consumer knowledge that ProjectJUST.com contained. ProjectJUST.com users also felt relatively confident in their consumer knowledge, and they already intended to buy sustainable clothing when they landed on the website suggesting such websites serve as an important shopping resource but are unlikely to influence behavior change on a massive scale. H1: Behavioral intention will not be affected by behavioral control (a) but will be positively affected by subjective norm (b) and attitude (c). H2: Consumer knowledge will demonstrate positive indirect effects on behavioral intention via behavioral control (a), negative effects via subjective norm (b), no effects via attitude (c), and no direct effects (d). H3: Perceived consumer effectiveness will demonstrate negative indirect effects on behavioral intention via behavioral control (a), no effects via subjective norm (b), positive effects via attitude (c), and no direct effects (d). H4: Perceived personal relevance will demonstrate positive indirect effects on behavioral intention via behavioral control (a), subjective norm (b), attitude (c), and no direct effects (d). H5: Measured effects on behavioral intention will be similar in direction, strength, and significance between groups (a), and will be predicted by the same constructs (b).
DOI: 10.17632/dv6bn4y9b6.1
title: dataset for A CONFIGURATIONAL INVESTIGATION OF SMARTPHONE USE DISORDER

description: This is the dataset for manuscript "A configurational investigation of smartphone use disorder among adolescents in three educational levels". All rights reserved by Dr. Qiufeng Gao at Shenzhen University.
DOI: 10.17632/jvfcczbsyv.1
title: Data - Bacterial cellulose matrices to develop enzymatically active paper-based nanocomposites

description: Data - Bacterial cellulose matrices to develop enzymatically active paper-based nanocomposites
DOI: 10.17632/yzgkgrgb4v.1
title: Data: Relationship between population density and viral infection: a role for personality?

description: Behavioural data
DOI: 10.17632/zjh2n2dgmn.1
title: Delivering Pre-Class Activities via WeBWorK

description: This data describes a study done at a small private university in the midwestern United States. The researchers sought to determine whether delivering pre-class activities online in a calculus classes improved student outcomes in an active learning environment. Statistically significant improvements were found in student perception of workload, as well as student perception of instructor feedback. No statistically significant difference was detected in student course grades. The first tab in the data file lists student grades in the control (pre-class activities done on paper) and treatment (pre-class activities done online), with grades converted to a four-point number (e.g., an A is a 4.0, a B+ a 3.333, etc). The second tab in the data lists the results of the IDEA SRI, administered at the end of the semesters. Four items were analyzed, with statistically significant effects detected in two of them. The full questions are: * "The instructor provided meaningful feedback on students’ academic performance", rated 1 to 5, with 1 meaning "Hardly ever" and 5 meaning "Almost always" * "Describe your progress on gaining a basic understanding of the subject (e.g., factual knowledge, methods, principles, generalizations, theories)", rated 1 to 5, with 1 meaning "No apparent progress" and 5 meaning "Exceptional progress" * "Difficulty of subject matter", rated 1 to 5, with 1 meaning "Much less than most courses" and 5 meaning "Much more than most courses" * "Amount of coursework", rated 1 to 5, with 1 meaning "Much less than most courses" and 5 meaning "Much more than most courses" N is the number of students who took the end-of-semester IDEA SRI, while the columns 1-5 indicate the number of students who marked that option for the given item. No students omitted any of the questions; the average and standard deviation columns were provided by IDEA.