cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hgd8zdyf2c
title: Choyero ethnobiological knowledge survey.

description: In 2017 and 2018, seventy-one individuals (33 females and 38 males) from 40 ranches across three Choyero communities in the Sierra de la Giganta of Baja California Sur, Mexico were presented an ethnobiological knowledge assessment task. As a first step of the task, individuals took a vision acuity test using “tumbling E” eye charts presented on a laptop computer (see TumblingE_EyeChart.pptx), a robust and easy to use diagnostic tool that is practical for populations with innumerate or analphabetic participants (Messina et al. 2006). From this test we derived a visual acuity score [1,…11]. A higher score indicates better visual acuity. The ethnobiological knowledge assessment task presented a sequence of 137 slides on a laptop computer featuring images of 87 plants and 50 animals (see EthnobiologicalKnowledgeAssessmentTool.pptx). The order of items presented was varied among participants with about half of participants seeing items in reversed order. Assessments of ethnobiological knowledge were conducted in Spanish in the privacy of individual homes and occurred as part of a larger set of household interviews regarding ranching demography and lifestyles. These household interviews additionally informed us of individuals’ educational achievement, their ranch affiliation, and community membership. For each of 137 plant and animal images presented in sequence, the researcher (ES) asked the participant whether they recognized the item in the image. If the participant answered affirmatively, the researcher asked the follow-up question about what the item is called. Responses were recorded and coded “correctly named” if matching locally appropriate culturally correct names used for species identification (see Macfarlan et al., 2020 http://dx.doi.org/10.17632/kjds8jztzv.1). Here we provide raw data generated by seventy-one participants (33 females and 38 male). We also include a codebook that explains data types and meanings. We also provide the .pptx files for tumbling E eye charts and the ethnobiological knowledge assessment task used to generate the data in this survey. Last, we provide details of statistical models for investigating the development of Choyero ethnobiological knoweldge across the lifespan. These statistical models can be replicated using STATA/IC 16.1 (Rabe-Hesketh & Skrondal, 2012) and the associated STATA DO and STATA Data files provided.
DOI: 10.17632/zb8nndgw2r
title: Data for: Geomorphic variability of submarine channelized systems along continental margins: comparison with fluvial meandering channels

description: The present dataset consists of a description of geomorphic features and a collection of measurements from worldwide modern submarine channelized systems. Submarine sediment conduits are classified in four types (canyon, valley, incised channel, leveed channel) based on two geomorphic criteria: presence of external levees or not, presence of terraces and/or internal levees or not. Sediment conduit slope, planform (sinuosity, wavelength, amplitude) and cross-sectional (area, width, maximal and mean bankfull depth) parameters are measured according to the same a methodology to the one defined in fluvial systems. This dataset is to our knowledge one of the most exhaustive compilation of submarine conduits from the continental slope to the deep sea basin and spanning over nearly 3 orders of magnitude in terms of conduit width.
DOI: 10.17632/2j5m9mbbyk
title: Data for: Microlithic lithic technology of Neandertal shellfishers from El Cuco rockshelter (Cantabrian Region, northern Spain)
DOI: 10.17632/85f9ypyzhn
title: Games as frames

description: We show that economic games per se can provide contextual cues and thereby impact behavior. In two laboratory experiments, we examine whether deliberating on trust games versus stag-hunt games without feedback changes cooperation behavior in a subsequent game. First, we find that subjects who play trust games without feedback hold more pessimistic beliefs about other players’ cooperation in a subsequent game than subjects who played stag-hunt games without feedback. We also observe that deliberation on trust games versus stag-hunt games accordingly affects behavior in a subsequent, unrelated game. While stag-hunt games align interests between players, trust games pose a conflict of interest between players. Such (mis-)alignments induced by the game potentially explain our findings, because they may offer cues that affect beliefs and behavior in subsequent games.
DOI: 10.17632/fn7vmb5g3y
title: DataSet for OAI-PMH 20-Feb-2020

description: Test project for OAI-PMH test
DOI: 10.17632/p4ch6fd8z7
title: Table S3

description: LUAD Genotype-fitness maps, Table S3 (Bolan et al.)
DOI: 10.17632/v45fmm258s
title: Data for: Generalized Models for Predicting the Drag Coefficient and Settling Velocity of Rigid Spheres in Viscoelastic and Viscoinelastic Power-Law Fluids

description: Experimental and Collated Data
DOI: 10.17632/y39x96hpp9
title: Data for: UF²C - User-Friendly Functional Connectivity: a neuroimaging toolbox for fMRI processing and analyzes

description: Since the present original paper is related to a software based on cited literature, I am adding all the codes which include the methodological process of all steps performed.
DOI: 10.17632/5dn6s4bgzw
title: Data for: Crops for increasing soil carbon sequestration - a Global Meta Analysis

description: crop types and carbon recovery in plant parts and in soils
DOI: 10.17632/72b47vpgtz
title: Quantified processed microarray data for 22 individuals with and without proliferative retinopathy

description: Quality control from RNA extraction was performed using the Agilent bio-analyzer, processed using the Illumina™ TotalPrep™-96 RNA Amplification Kit (ThermoFisher 4393543), hybridized to Illumina HT12v4 microarrays (Catalog number: 4393543), and scanned on an Illumina HiScan scanner [22] [23]. For each of the 22 individuals, three biological replicates were profiled, with each sample being assessed at both standard glucose conditions (11mM of glucose), as well as high glucose conditions (30mM of glucose). Biological replicates were split from the same mother flask; cells were grown in separate flasks and run on different microarray plates on different days. Each biological replicate was generated from a separate frozen aliquot of that cell line. The gene expression data comprised a total of 144 samples from 22 individuals (3 replicates per individual and treatment, except for 3 individuals with 5 replicates). Gene expression was assessed in two conditions, standard glucose and high glucose, and generated from four different groups of gene expression arrays run at a given time that were carefully designed to minimize potential batch effects. BeadChip data were extracted using GenomeStudio (version GSGX 1.9.0) and the raw expression and control probe data from the four different batches were preprocessed using a lumiExpresso function in the lumi R package [8, 9] in three steps: (i) background correction (lumiB function with the bgAdjust method); (ii) variance stabilizing transformation (lumiT function with the log2 option); (iii) normalization (lumiN function with the robust spline normalization (rsn) algorithm that is a mixture of quantile and loess normalization). To remove unexpressed probes, we applied a detection filter to retain probes with strong true signal by applying Illumina BeadArrays detection p-values &lt; 0.01 followed by removing probes that did not have annotated genes, resulting in a total of 15,591 probes.
DOI: 10.17632/jtz5drdykj
title: Phonetic features of sound-copying words based on archival materials
DOI: 10.17632/phzc86w597
title: Comprehensive Kinetic Study of Thermal Degradation of Polyvinylchloride (PVC)

description: Raw data for this paper
DOI: 10.17632/pm8z3ppb87
title: Prenatal Mercury Exposure and Postnatal Outcome: A Case Series in Bogotá, Colombia

description: We report fourteen cases with high mercury (Hg) levels. The intake of certain river fish species (catfish, tuna and tilapia) could be related with the exposure. We evaluate exposure biomarkers and susceptibility biomarkers; these last ones, are novel and can guide new studies in environmental toxicology. These results are significant because we found some similarities with the literature, among them, the relation of Hg ratio in maternal blood and umbilical cord, a possible exposure factor is fish consumption during pregnancy. High levels of Hg may be related with susceptibility biomarkers such as GSTs gene polymorphisms. This case series highlights the need to develop studies that evaluate the interactions between environmental factors and individual genetic susceptibility. Additionally, the importance of evaluating which Colombian fish species present the highest levels of Hg.
DOI: 10.17632/6cz5j3chpy
title: Improvement of photoaging after topical application of metabolite product amniotic membrane stem cell (MP-AMSC) and vitamin C mixture post-microneedling

description: pre post design study. 30 patients were applied topical metabolite product amniotic membrane stem cell (MP-AMSC) with vitamin C mixture, post micro needling treatment. All subjects were measured objectively with skin analyser (Janus) before and after treatment, then analyzed.
DOI: 10.17632/6hvmymkw37
title: DATA for; information technology as a tool for promoting sustainable performance among oil downstream firms

description: Data 1
DOI: 10.17632/bh795j29kr
title: PPA_Romanian_Media_Coverage
DOI: 10.17632/tdkz2bsy42
title: protein gel raw data for Plos one submission

description: protein SDS-gel and western blot uncropped forms (raw data)
DOI: 10.17632/wnt7493jc8
title: Dataset 4B.1: Solutions files, sigma = 1.0078125, part 1 (Nam et al., Robustness and parameter geography in post-translational modification systems)

description: All (non-final) posreal counts files for Paramotopy runs with \sigma = 1.0078125.
DOI: 10.17632/dzckkkgfsz
title: Data for production of borage oil bioidesel

description: This is the data collected in the experimentation on production of biodiesel using ultrasonication and Li CaO catalyst.
DOI: 10.17632/m9hjsb97n6
title: Data for: Chemotaxonomic evaluation of different species into Myrtaceae family by UPLC-MS coupled to chemometrics

description: Dataset Myrtaceae: It was possible to characterize 217 organic compounds in leaves from 15 species into the Myrtaceae family (considering the repeated compounds among them). The tables summarize the characterized compounds into four genders according to their m/z values and fragmentation profiles: Plinia – Tables S1 and S2; Psidium – Tables S3-6; Myrciaria – Tables S7 and S8; and Eugenia – Tables S9-15). Myrtaceae Matrix: LC-MS spreadsheet for retention time x intensity for each species.
DOI: 10.17632/b8w4vwgdnn
title: Rawdata of the paper "A psychophysical experimental study on the enhancement of saltiness and reduction of salt through the addition of pungent stimuli in a NaCl solution"

description: In order to verify the promotion effect of pungent stimuli on the perception of saltiness, this research focused on three aspects. First, the recognition threshold of NaCl under subliminal, low, moderate and strong pungent solutions, and spring water were determined by the 2-AFC method. Second, the saltiness of recognition threshold, low and moderate NaCl solutions under different pungent carriers were evaluated by the category scale method. Lastly, a series of NaCl solutions, ranging from low to high salty intensity, under different pungent carriers was also evaluated by the gLMS method. the rawdata comprised 4 sections：（1）Individual results of the salty sensitivity under spring water；（2）Recognition threshold of saltiness under different carriers；（3）Results of salty intensity according to category scale， and （4）Results of salty intensity under different carriers with gLMS. The Statistics analysis are as follows: (1) Classification of sensitivity groups The log-mean ratings of NaCl under water solutions for individual results were compared via repeated analysis of variance (ANOVA) measures. The log-means of individual results for the series of NaCl were calculated and the power exponent of individuals were obtained. The participants group were divided into a hyposensitive group, a semi-sensitive group and a hypersensitive group, according to the quartile point method. Two-way contingency tables were used to determine the reliability of the group classifications by the methods of recognition threshold and power exponent of the psychophysical functions. (2) Calculation of the recognition threshold of saltiness The individual best estimate threshold (BET) was used to determine the geometric mean of the highest concentration missed and the next higher concentration. The group BET was calculated as the geometric mean of the individual BETs. The paired t-test was used for analysis of the difference between the salty recognition threshold under water and pungent solutions. (3) Salty intensity according to category scale The rating numbers -2, -1, 0, 1 and 2 were assigned to the five categories, respectively, as follows: perceived salty intensity obviously lower than the control; salty intensity a little lower than the control; no difference between two samples; salty intensity a little higher than the control, and salty intensity obviously higher than the control. The means of ratings were calculated for the hyposensitive, semi-sensitive and hypersensitive groups, and snake-like figures were used to demonstrate the effect of pungency sensation on the sensory perception of saltiness. (4) Salty intensity according to gLMS gLMS is a semantic scale of perceptual intensity characterized by a quasi-logarithmic spacing of its verbal labels. The log-mean ratings of saltiness under different carriers were calculated and the paired t test used to analyze the significance between the control and salty solutions under different pungent carriers.
DOI: 10.17632/gpphc65b7j
title: Precision studies of the NNLO DGLAP evolution at the LHC with Candia

description: Abstract We summarize the theoretical approach to the solution of the NNLO DGLAP equations using methods based on the logarithmic expansions in x-space and their implementation into the C program Candia 1.0.^1 1http://www.le.infn.it/candia. We present the various options implemented in the program and discuss the different solutions. The user can choose the order of the evolution, the type of the solution, which can be either exact or truncated, and the evolution either with a fixed or a varying flavo... Title of program: CANDIA Catalogue Id: AEBK_v1_0 Nature of problem The program provided here solves the DGLAP evolution equations for the parton distribution functions up to NNLO. Versions of this program held in the CPC repository in Mendeley Data AEBK_v1_0; CANDIA; 10.1016/j.cpc.2008.06.004 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/vt5ngjn72j
title: Rare papers

description: Full conference papers, research reports, etc.
DOI: 10.17632/cgf8kh6kmp
title: Supporting Information for Tomographic Evidence for the Presence of a South-dipping Subduction System in the Mesozoic Southern Tethyan Ocean, G Cubed

description: This is the supporting information for the paper: Tomographic Evidence for the Presence of a South-dipping Subduction System in the Mesozoic Southern Tethyan Ocean by Peilong Yan, Nan Zhang, Huaiyu Yuan, Zheng-Xiang Li and Xiaoxu Liu. It includes Figures S1-S3 of this paper, which are "vote map" and standard deviation for the composite model, map-views and cross-sections of LLNL_G3D-JPS, and cross-sections of the 'Seis' anomaly from different seismic tomography models.
DOI: 10.17632/f2dktw69wx
title: Role of milling parameters on the mechano-chemically synthesized mesoporous nanosilicon properties for Li-ion batteries anode - Dataset

description: The uploaded data is associated with the article "Role of milling parameters on the mechano-chemically synthesized mesoporous nanosilicon properties for Li-ion batteries anode" with the DOI: https://doi.org/10.1016/j.jpcs.2019.109318 Briefly, in this dataset, you can find original figures and tables, images. Highlights: • Nanostructured silicon was achieved by HBEM of rice husk derived nano-silica and Mg and subsequent leaching of products. • The influence of milling energy as a rapid process on microstructural properties of synthesized Si has been investigated. • The raw materials are low-cost, and the HEBM process is facile and reproducible. • Si/C product exhibited a reversible specific capacity of 3113 mAh.g-1 (at CD=0.4 A/g). • Electrochemical characterizations and electrical resistivity of 1.823 Ω.cm2, reveals its potentiality as LIB anode. + Calculation of milling energy can be provided upon request. + Please contact us if you are interested.
DOI: 10.17632/sgw32nkhyd
title: De novo assembly and annotation of transcriptomic data from young leaves of Aspidistra fenghuangensis (Asparagaceae)
DOI: 10.17632/w5nm9y6fyf
title: Data for: A fractional derivative model for single-well simulation in geological media

description: Approximate and numerical solutions dataset for model validation as studied in Example 1
DOI: 10.17632/tfk469xzxg
title: Data for: First records of Hyalomma ticks developing to the reproductive stage in Sweden

description: Coordinates of the findings of Hyalomma in Sweden.
DOI: 10.17632/2752cd4968
title: Pten-NOLC1 Fusion Promotes C-MET and EGFR Signaling in Human Cancers (RNAseq Sample KB170T section 2-3)

description: Prostate transcriptome data
DOI: 10.17632/m3jxgt6wbd
title: Dataset 4U.6: Solutions files, sigma = 500, part 6 (Nam et al., Robustness and parameter geography in post-translational modification systems)

description: All proper solutions files for Paramotopy runs with \sigma = 500 on ILR-sampled parameter points in [10^{-p}, 10^p]^8, for p = 2, 3, 4, 5.
DOI: 10.17632/s25jp38xt4
title: Dataset 4M.8: Solutions files, sigma = 5, part 8 (Nam et al., Robustness and parameter geography in post-translational modification systems)

description: All proper solutions files for Paramotopy runs with \sigma = 5.0 on linking parameter points.
DOI: 10.17632/vsxfj9vnjt
title: Conformation of pPBC-W-hGH expression in transgenic pig tissues by RT-PCR

description: The organs of the stillborn transgenic pigs were extracted and rhGH expression was evaluated in tissues by RT-PCR using extracted RNA from mammary gland, kidney, liver, lung, heart, muscle, intestine, spleen, brain, blood. The results showed that the expression was restricted to the mammary gland and muscle.
DOI: 10.17632/zx82d72hd8
title: Data for: Distinct changes in life-history strategies of Folsomia candida Willem (Collembola: Isotomidae) due to multi- and transgenerational treatment with an insecticide

description: Multi- and transgenerational effects of the insecticide Trebon 30 EC (active ingredient etofenprox) on life-history traits of the collembolan Folsomia candida was examined in a four-generation long laboratory study. The experimental set-up of both treatments was similar, except that in the multigenerational treatment all four generations were treated by the insecticide, and in the transgenerational treatment only the parent generation was treated, but the consecutive three generations not. If the generation was treated with insecticide, six sublethal concentrations of the Trebon 30 EC were applied to see dose-response effects. We concluded that the influence of both treatment methods is strong but appreciably distinct. In the multigenerational treatment, when all four generations were exposed to sublethal concentration of the insecticide, the population either become resistant, or it could compensate for the insecticide effect in the long term. According to our results, extinction could only arise if the Trebon 30 EC used repeatedly, and in five times higher concentration than the recommended field concentration. Moreover, a notable and apparent transgenerational effect was found as well. Whereas in the F1 and F2 generations a small number of life-history traits were changed, in F3 generation most of the measured parameters showed significant insecticide effect. This finding clearly indicates the long-term transgenerational effects, which are essential from ecological as well as environmental risk assessment point of view.
DOI: 10.17632/9fc4y9vygz
title: Pten-NOLC1 Fusion Promotes C-MET and EGFR Signaling in Human Cancers (RNAseq Sample KB170T section 2-1)

description: Prostate transcriptome data
DOI: 10.17632/gsdhvbf8nr
title: Histoplasma capsulatum miRNAs

description: The dataset lists predicted microRNAs of Histoplasma capsulatum, their targets and gene ontology analysis.
DOI: 10.17632/tb6bdmgtv3
title: Multi-Label Physics K-12 Dataset

description: The "Multilabel Physics K-12 dataset” is a novel dataset that we created to help expand the research done in the domain of educational question-answering. The dataset consists of grade 6 to grade 12 physics concepts, from the CBSE curriculum (federally supported in India). It includes topics from every chapter present in the widely followed NCERT textbooks, for the grades mentioned above. To ensure that the dataset is exhaustive enough across concepts, we collected online notes for the different chapters from various publicly available educational websites (The file Sources.png contains the list of all the websites we used to scrape our data) focussed on grade 6 - 12 physics pedagogy. All the chapter notes scraped by us are divided into paragraphs. Our goal was to aptly capture the inherent context stated within each paragraph. To do this, we identified nine distinct label types which are required to follow three key conditions: * The labels should span the space of contextual information as widely as possible. For example, if a paragraph consists of a definition followed by a reasoning based statement, the labels should be robust enough to capture both definition as well as reasoning entirely * The labels should be mutually exclusive of each other. This essentially means that every label should represent unique thematic information about a paragraph. To ensure that this condition is not violated, we enforce that none of the labels have overlapping contexts. For example, consider a paragraph that contains a formula, an example and then a property, there have to be three unique labels describing the paragraph, namely “Formula”, “Example” and “Property”. * The label types should be decided keeping in mind the content in the NCERT textbooks. To concur with the conditions mentioned above, we come up with the following label types: ["Definition", "Causes", "Examples", "Reasoning", "Property", "Types", "Formula", "Effects", "Relation"]. Therefore each paragraph in the dataset will have a minimum of one and a maximum of nine labels. There are 8 CSV files in the following format: ("paragraph", "label_1, label_2, … , label_n"). “Grade_i.csv” contains the data of the ith grade. “Multi-Label Physics K-12 Dataset_Training.csv“ contains training data which can be used to reproduce our results. There are 4812 data samples in total. The number of data samples per file is: Grade 6 - 180, Grade 7 - 954, Grade 8 - 741, Grade 9 - 439, Grade 10 - 546, Grade 11 - 954, Grade 12 - 998, Training - 4209. This dataset has been created for academic research purposes so that it can be helpful in research towards building AI based tools to support learning of students.
DOI: 10.5281/zenodo.11261452
title: RRab Templates - Decam

description: Missing templates in folder 1: RRab Templates - Decam