cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4892151
title: Thermo-physical and thermo-optical properties of Arabian sands

description: <strong>This dataset includes:</strong> Sampling locations of Arabian sands (kmz format) Quantitative Evaluation of Materials by SCANning electron microscopy (QEMSCAN) data (figures and excel file) Simultaneous differential scanning calorimeter/thermogravimetric analyzer (DSC/TGA) data (figures and excel file) Ultraviolet-visible (UV-VIS) diffuse reflectance spectrophotometer data (excel file) Photo of some samples after coating removal or heat treatment X-ray diffraction (XRD) data (xrdml format)
DOI: 10.17045/sthlmuni.14614263
title: Dataset and R-scripts used to investigate how soil phosphorous availability determines the contribution of small, individual grassland remnants to the conservation of landscape-scale biodiversity

description: Complete datasets and R scripts related to article published in Applied Vegetation Science: "Soil phosphorous availability determines the contribution of small, individual grassland remnants to the conservation of landscape-scale biodiversity"<br>1. plot_metadata.csv - for all 162 vegetation plots the dataset provides a metadata on the geographical and environmental characteristics of the plot. <br>2. soil.csv - for all 162 vegetation plots the dataset provides the raw data on each of the four measured soil characteristics: Phosphorous, pH, Carbon and Nitrogen.<br>3. vegdat.csv - for all 162 vegetation plots, this dataset provides the recorded abundance (ACFOR scale) of all 174 recorded species.<br>4. planttraits.csv - for all 174 species, this dataset lists the level of habitat specialisation. <br>5. PlueBaeten_analyses.nb.html R scripts on the full statistical analyses of the data in html format<br>6. PlueBaeten_analyses.Rmd R scripts on the full statistical analyses of the data in R Markdown format<br>
DOI: 10.17045/sthlmuni.14614263.v1
title: Dataset and R-scripts used to investigate how soil phosphorous availability determines the contribution of small, individual grassland remnants to the conservation of landscape-scale biodiversity

description: Complete datasets and R scripts related to article published in Applied Vegetation Science: "Soil phosphorous availability determines the contribution of small, individual grassland remnants to the conservation of landscape-scale biodiversity"<br>1. plot_metadata.csv - for all 162 vegetation plots the dataset provides a metadata on the geographical and environmental characteristics of the plot. <br>2. soil.csv - for all 162 vegetation plots the dataset provides the raw data on each of the four measured soil characteristics: Phosphorous, pH, Carbon and Nitrogen.<br>3. vegdat.csv - for all 162 vegetation plots, this dataset provides the recorded abundance (ACFOR scale) of all 174 recorded species.<br>4. planttraits.csv - for all 174 species, this dataset lists the level of habitat specialisation. <br>5. PlueBaeten_analyses.nb.html R scripts on the full statistical analyses of the data in html format<br>6. PlueBaeten_analyses.Rmd R scripts on the full statistical analyses of the data in R Markdown format<br>
DOI: 10.5281/zenodo.4892237
title: Thermo-physical and thermo-optical properties of Arabian sands

description: <strong>This dataset includes:</strong> Sampling locations of Arabian sands (kmz format), Quantitative Evaluation of Materials by SCANning electron microscopy (QEMSCAN) data (figures and excel file), Simultaneous differential scanning calorimeter/thermogravimetric analyzer (DSC/TGA) data (figures and excel file), Ultraviolet-visible (UV-VIS) diffuse reflectance spectrophotometer data (excel file), Photo of some samples after coating removal or heat treatment, and X-ray diffraction (XRD) data (xrdml format).
DOI: 10.5281/zenodo.4892150
title: Thermo-physical and thermo-optical properties of Arabian sands

description: <strong>This dataset includes:</strong> Sampling locations of Arabian sands (kmz format), Quantitative Evaluation of Materials by SCANning electron microscopy (QEMSCAN) data (figures and excel file), Simultaneous differential scanning calorimeter/thermogravimetric analyzer (DSC/TGA) data (figures and excel file), Ultraviolet-visible (UV-VIS) diffuse reflectance spectrophotometer data (excel file), Photo of some samples after coating removal or heat treatment, and X-ray diffraction (XRD) data (xrdml format).
DOI: 10.5281/zenodo.4424188
title: Language Technology Approach to "Seeing" in Akkadian

description: Verbs of seeing in Akkadian This repository contains scripts and data for the paper "Language Technology Approach to Seeing in Akkadian". <strong>/data</strong> aug18-nolex.txt<br> Lemmatized dataset from Oracc results-pmi2-top50.log<br> Script parameters for pmizer (see https://github.com/asahala/Pmizer) results-pmi2-top50.tsv<br> Results in .tsv format. Fields in the file: keyword translation from Oracc collocate translation from Oracc period distribution genre distribution period and genre distribution keyword freq collocate freq co-occurrence freq PMI2 score average distance between keyword and collocate (in words) url to Korp (all links may not return results, as Korp Oracc had a major update in 2019: see https://www.kielipankki.fi/corpora/oracc/ for more info and user guide). Note that the co-occurrence of words (a, b) is symmetric, meaning that (a, b) == (b, a). Thus, if you search results in Korp using the links and do not get any results, you may have to switch the search boxes in reverse order. period/genre-distribution-matrix.tsv<br> Distribution of seeing verbs in different genres and periods as a matrix representation
DOI: 10.5281/zenodo.4424187
title: Language Technology Approach to "Seeing" in Akkadian

description: Verbs of seeing in Akkadian This repository contains scripts and data for the paper "Language Technology Approach to Seeing in Akkadian". <strong>/data</strong> aug18-nolex.txt<br> Lemmatized dataset from Oracc results-pmi2-top50.log<br> Script parameters for pmizer (see https://github.com/asahala/Pmizer) results-pmi2-top50.tsv<br> Results in .tsv format. Fields in the file: keyword translation from Oracc collocate translation from Oracc period distribution genre distribution period and genre distribution keyword freq collocate freq co-occurrence freq PMI2 score average distance between keyword and collocate (in words) url to Korp (all links may not return results, as Korp Oracc had a major update in 2019: see https://www.kielipankki.fi/corpora/oracc/ for more info and user guide). Note that the co-occurrence of words (a, b) is symmetric, meaning that (a, b) == (b, a). Thus, if you search results in Korp using the links and do not get any results, you may have to switch the search boxes in reverse order. period/genre-distribution-matrix.tsv<br> Distribution of seeing verbs in different genres and periods as a matrix representation
DOI: 10.25345/c5d82r
title: MassIVE MSV000087557 - Global Proteome Profiling for HeLa Cells upon Treatment with Deltazinon
title: These data and results are supplementary material for the manuscript 'Combined morphological and proteome profiling reveals target-independent impairment of cholesterol homeostasis'.
DOI: 10.5281/zenodo.4892279
title: Socioeconomic and Demographic Characteristics influencing the Hesitancy and Refusal of COVID-19 Vaccine in West Africa – Ghana

description: Data on Socioeconomic and Demographic Characteristics influencing the Hesitancy and Refusal of COVID-19 Vaccine in West Africa.
DOI: 10.5281/zenodo.4892278
title: Socioeconomic and Demographic Characteristics influencing the Hesitancy and Refusal of COVID-19 Vaccine in West Africa – Ghana

description: Data on Socioeconomic and Demographic Characteristics influencing the Hesitancy and Refusal of COVID-19 Vaccine in West Africa.
DOI: 10.6084/m9.figshare.14716314
title: Supplementary Data - The combination of ADSCs and 10% PRP increase Rb protein expression on senescent human dermal fibroblasts

description: This study was performed <i>in vitro</i> with a randomized sample, and non-blinded pre-and post-test control group. The primary culture of senescent HDFs was transfected with a combination of ADSCs and 10% PRP. The effect on migration was observed through the scratch test, while the effect of PRP on reversal senescence was observed through Sa-β-gal analysis and the expression of protein Rb with ELISA.The obtained data were analysed using SPSS<sup>â</sup><sup> </sup><sup></sup>software version 25 (IBM). The normality test was carried out by the Shapiro Wilk test. If the P-value &gt;0.05, then the normality assumption was fulfilled so an independent t-test was carried out. However, if the normality test was not fulfilled, the Mann-Whitney test was performed.<br>
DOI: 10.6084/m9.figshare.14716314.v1
title: Supplementary Data - The combination of ADSCs and 10% PRP increase Rb protein expression on senescent human dermal fibroblasts

description: This study was performed <i>in vitro</i> with a randomized sample, and non-blinded pre-and post-test control group. The primary culture of senescent HDFs was transfected with a combination of ADSCs and 10% PRP. The effect on migration was observed through the scratch test, while the effect of PRP on reversal senescence was observed through Sa-β-gal analysis and the expression of protein Rb with ELISA.The obtained data were analysed using SPSS<sup>â</sup><sup> </sup><sup></sup>software version 25 (IBM). The normality test was carried out by the Shapiro Wilk test. If the P-value &gt;0.05, then the normality assumption was fulfilled so an independent t-test was carried out. However, if the normality test was not fulfilled, the Mann-Whitney test was performed.<br>
DOI: 10.5281/zenodo.4892316
title: data set for DISAE

description: Dataset used to replicate DISAE
DOI: 10.5281/zenodo.4892315
title: data set for DISAE

description: Dataset used to replicate DISAE
DOI: 10.17632/gwb3xdvw5g.1
title: LINF_130011700

description: Metallopeptidase family M24; Leishmania infantum
DOI: 10.17632/j9k76kk6b5.1
title: LINF_130011500

description: U-box domain containing protein; Leishmania infantum
DOI: 10.17632/mvx7pyz6nx.1
title: LINF_130011600

description: mannose-specific lectin; Leishmania infantum
DOI: 10.17632/6jymf763fh.1
title: LINF_130011000

description: acetyltransferase like protein; Leishmania infantum
DOI: 10.17632/wbp4h2fp6z.1
title: LINF_130010800

description: hypothetical protein - conserved; Leishmania infantum
DOI: 10.17632/nvdpkng6dc.1
title: Factors Influencing Hypertension and Diabetes Mellitus Control ‎Among Syrian Refugees in Al Zaatari Refugee Camp

description: The attached data were collected to evaluate the factors influencing Hypertension and Diabetes Mellitus control ‎among Syrian refugees in Al Zaatari refugee camp
DOI: 10.17632/k59j8jxskh.3
title: Source code and demo for pyCLAMs.py

description: Supplemental Materials for the article "pyCLAMs: an integrated python toolkit for classifiability analysis" File list: pyCLAMs.py - the main module other py files - dependent modules pyCLAMs demo.pdf - API demo report
DOI: 10.17632/858bwy7rdj.1
title: Effect of Flatfoot on Rearfoot Eversion Moment During the Support Phase of Walking

description: Excessive eversion of the talus and calcaneus (i.e., the rearfoot) during the support phase of walking occurs as a result of excessive moments about the ankle caused by ground reaction forces (GRF) and may eventually lead to chronic lower limb injuries. In this study, I investigated whether individuals with flatfoot are susceptible to excessive rearfoot eversion during walking. Healthy adult male participants (n = 29) were divided, by normalized truncated navicular height, into 2 groups—individuals with flatfoot (n = 14, low values) and individuals with normal foot characteristics (n = 14, high values; the participant with the median value was excluded). Rearfoot eversion moments and the factors generating moments (ankle height, mediolateral GRF, mediolateral distance of COP, mediolateral distance of center of the ankle, vertical GRF) were calculated. These variables were compared between groups. Participants with flatfoot had significantly larger eversion moments than those in the control group after foot contact and during the loading phase; ankle joint centers in participants with flatfoot were located significantly medial to those of participants in the control group, and as a result, the mediolateral distance between the COP and the ankle (the eversion moment arm of vertical GRF) was significantly larger. Because individuals with flatfoot have ankle joint centers located medial to those with normal foot characteristics during the support phase of walking, and consequently, have an increased mediolateral distance between COP and the center of the ankle, individuals with flatfoot are susceptible to large rearfoot eversion moments.
DOI: 10.17632/yjmhvpp7rf.1
title: Metabolomic analysis of Nxnl2-/- hippocampal specimens

description: The metabolic and redox signaling of the nucleoredoxin-like 2 gene supports brain function. Metabolomic analysis of standardized hippocampal specimens of ♂ Nxnl2-/- and Nxnl2+/+ aged of 2 months (Figure 4) or treated ♂ and ♀ Nxnl2-/- and Nxnl2+/+ aged of 2 months (Figure 5) were performed by the national infrastructure MetaToul.
DOI: 10.17632/89rgpstk8d.2
title: Stochastic Service Network Design with Short-Term Schedule Modifications

description: Instance data for the stochastic service network design with short-term schedule modifications. The tables "fixed_costs", "variable_costs", "capacities" and "service_lengths" define the respective parameters from a given geographical terminal (column "terminal") to another terminal (columns "terminal_index"). The value "-1" indicates non-defined data. The instances based on Wang et al (2019) refer to: Wang, X., Crainic, T.G. and Wallace, S.W. (2019): Stochastic Network Design for Planning Scheduled Transportation Services : The Value of Deterministic Solutions. INFORMS Journal on Computing, 31(1), pp.153–170. The original instances are slightly modified in order to use them for the stochastic service network design with schedule modifications.
DOI: 10.17632/ft8gb8cn5b.1
title: Quantifying the unintended effects of research on farmers’ practices and social networks

description: Code used for the analyses in the paper titled "Quantifying the unintended effects of research on farmers’ practices and social networks". For a full description of the hypotheses, methods used and results, please refer to the paper. In short, we quantified the effects of an agroecological research project on farming practices and the social network in a village in Papua New Guinea. To track changes in farming practices and the community’s social network, we administered two waves of interviews, one at the beginning of the research project and one at the end. We show that the inferences that people draw from researchers' activities may be very different to those researchers are aiming to test. We also show that social networks may not always help spread information, and that research interventions can actively shape relationships between people, even if this is not the aim. Here we present the R scripts used to analyse (1) changes in farming behaviour using logistic regressions with household number as a random effect, (2) changes in farming behaviour using logistic regressions *without* household number as a random effect, (3) the joint evolution of farming behaviour and social networks using stochastic actor-oriented modelling, and (4) the evolution of social networks only using stochastic actor-oriented modelling.
DOI: 10.17632/tn2g8ssfm6.1
title: Dataset QSI biosignatures from terrestrial Mars analogue systems
DOI: 10.17632/52scymvd5s.1
title: Ethiopia SmartChip results: antibiotic resistance genes in anaerobic digestion

description: This dataset shows the cleaned data from Takara SmartChip PCR processing to quantify antibiotic resistance genes. The DNA samples were taken from six household-scale anaerobic digesters situated in Bishoftu, Ethiopia in 2020. Six samples of substrate (cow dung and water 1:1 mix) were taken on Day 1 of the study and six diegstate samples were taken on Day 36. As the digesters have a retention time of approximetly 36 days, this is representative of the effects of anaerobic digestion on the input substrate on Day 1. Thereofore the six substrate samples can be compared to the six digestate samples in terms of the relative abundance of antibiotic resistance genes and mobile genetic elements.
DOI: 10.17632/xzwmtypskh.1
title: 16S, ermB, intI1 qPCR

description: This data set presents the mean qPCR results of 3 replicates for work on the effect of anaerobic digestion on antibiotic resistance genes. The quantified genes were V3-16S, ermB and intI1. The work compares a substrate mix of 1:1 cattle dung with water with the resulting digestate. The anaerobic digesters were underground ambient temperature household scale digesters situated in Bishoftu, Ethiopia, with a retention time of approximately 36 days. Six small-scale dairy farms with functioning digesters were used in the study and visited every 9 days over the 36 day period.
DOI: 10.17632/ygtxz64z4h.2
title: Impostorism

description: Imposter syndrome (IS) refers to a sensation of not belonging, out-of-place-ness, and the conviction that one's competence, success is fraudulent and inauthentic. It's often enclosed as an individual problem to be overcome, for example, by keeping a list of achievements to remind oneself of evidenced accomplishments, by talking about one's confusions and precariousness. We aimed to evaluate the prevalence of imposter syndrome, explore the frequency distribution of imposter syndrome in different institutions, and assess the factor contributing to imposter syndrome among medical college students.
DOI: 10.5281/zenodo.4892322
title: Data sets for "A hybrid mechanism for enhanced core-mantle boundary chemical interaction" by Lim et al.

description: These are the data sets generated from numerical models for "A hybrid mechanism for enhanced core-mantle boundary chemical interaction" by Lim et al.
DOI: 10.5281/zenodo.4892321
title: Data sets for "A hybrid mechanism for enhanced core-mantle boundary chemical interaction" by Lim et al.

description: These are the data sets generated from numerical models for "A hybrid mechanism for enhanced core-mantle boundary chemical interaction" by Lim et al.
DOI: 10.17632/ydxtrj7pg6.4
title: Industry 4.0 technologies extracted from Industry 4.0 papers and ESCO database

description: The dataset contains the list of the Industry 4.0 technologies extracted from: - the title, abstract and keywords of a papers set related to Indutry 4.0. The papers set is retrieved using the following query on Scopus database: - the skill labels and descriptions contained in the ESCO database. ESCO is a multilingual classification of skills, competences, qualifications, and occupations founded on paradigms contained in the EC’s New Skills for New Jobs Communication of 2008 ( https://ec.europa.eu/esco/portal/home). The technologies are automatically mapped using a Text Mining technique, callled as Nominal Entity Recognition (NER). The approach to NER used is a gazetteer based (or terminological-driven NER) approach. In particular, we use the lexicon of Inudstry 4.0 technologies developed by Chiarello et al. (2018).
DOI: 10.17632/29h94hnj6k.1
title: Intraseasonal filtered bottom pressure recorder at 37.283°W, 32.2548°N

description: Intraseasonal (30-80 days) filtered equivalent water depth extracted from bottom pressure recorder located at 37.283°W, 32.2548°N. The data is de-tidal and also gone through two stage quality control (Rohith et. al., 2019). The data is collected under EMSO (European Multidisciplinary Seafloor Observatory).
DOI: 10.17632/7v37pg6mc8.1
title: LINF_130008400

description: alpha tubulin; Leishmania infantum
DOI: 10.17632/jzt538dx57.1
title: Supplementary data of pressure ulcers

description: Supplementary data of pressure ulcers
DOI: 10.17632/2f2kn8k99p.1
title: Cu, Zn, Fe and Mn concentrations in River Tana sediments

description: The data presents the concentrations of four heavy metals , pH and total organic matter (TOC) in surface sediments collected along River Tana in kenya, with an aim of assessing the pollution levels in the river.
DOI: 10.17632/6y8m379mkt.1
title: TRODO: a public vehicle odometers dataset for computer vision

description: The TRODO dataset is a collection of annotated odometer images from several vehicles operating in a real-world product delivery network. The dataset contains a total number of 2,389 raw images with proper annotations. Furthermore, TRODO also includes the ground truth information of odometer types and mileages of vehicles. In the fields of insurance and logistics, the TRODO dataset can be utilized to build smart vision systems for mileage reading from odometer images. It is also possible to extend the application areas of the dataset by transfer learning. Researchers can use the dataset to train, validate, and test novel or existing supervised learning approaches.
DOI: 10.17632/rrgz8w6zxc.3
title: Lakes in Kenya data

description: Fe, Mn, Cu and Zn concentrations data in River Tana sediments.
DOI: 10.5281/zenodo.4892330
title: The Benchmark and Realistic Instance for the Mobile Production Vehicle Routing Problem

description: The file includes the benchmark instance and the realistic instance for the mobile production vehicle routing problem. In each folder, there has a readme file for the convenience of use. The benchmark instances are generated based on Solomon's VRPTW instance and Gehring and Homberg's extended VRPTW instance with 200 customers. The realistic instances are randomly generated with different scenarios.
DOI: 10.5281/zenodo.4835754
title: The Benchmark and Realistic Instance for the Mobile Production Vehicle Routing Problem

description: The file includes the benchmark instance and the realistic instance for the mobile production vehicle routing problem. In each folder, there has a readme file for the convenience of use. The benchmark instances are generated based on Solomon's VRPTW instance and Gehring and Homberg's extended VRPTW instance with 200 customers. The realistic instances are randomly generated with different scenarios.
DOI: 10.17632/ksfg2xgjgd.1
title: Three-phase grid-connected VSC with discrete time control

description: MATLAB/Simulink 2020b model of three-phase grid-connected VSC.
DOI: 10.17632/2hdx42x6wc.1
title: Replication package for: “Snapshot” of the State of Software Reuse in Colombia

description: Replication package for: “Snapshot” of the State of Software Reuse in Colombia. Additional results are added and additional tables.
DOI: 10.17632/848g4wyf6x.1
title: LINF_130008500

description: alpha tubulin; Leishmania infantum
DOI: 10.17632/4j53ssvpxs.1
title: LINF_130011800

description: PSP1 C-terminal conserved region containing protein; Leishmania infantum