cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14282970.v1
title: Evaluation of fracture toughness of epoxy polymer composite incorporating micro/nano silica, rubber and CNTs

description: Abstract In engineering applications, fracture toughness is an essential requirement that determines the life of a material. Epoxy polymers are widely used in fibre-reinforced composite materials. Due to their structural efficiency and durability, the use of adhesive and composite materials based on epoxy polymers is widespread in aerospace and automobile industries. In this paper fracture toughness of hybrid epoxy polymer composite with addition of nano/micro figures of silica, rubber and carbon nano tubes (CNTs) is evaluated. It is observed that silica addition promoted nano toughening effect with plastically deformation capability in epoxies. Rubber and multi walled CNTs increased the toughness with negligible reduction in stiffness in epoxies. Future research emphasis can be laid on crucial understanding of stress transfer mechanisms and interfacial bond strength between nano particles – epoxy system and on nanofillers modified epoxies as matrices or interleafs for carbon or glass fiber composites to increase the interlaminar delamination toughness.
DOI: 10.6084/m9.figshare.25556625.v1
title: Coordinate Point

description: Coordinate point of land snail in Semeru Mount
DOI: 10.3535/q3y-mh2-fke
title: Corundum

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v1q-q3f-zk3
title: Sulfur

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/04v-8bz-n0t
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6xf-wf9-p27
title: Yttrotantalite-(Y)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.4954583.v1
title: Validation of the Predictive Toxicogenomics Space with cell culture data

description: <b>Cell culture for <i>in vitro</i> cytotoxicity predictions</b>. To validate the predictive performance of the PTGS, a set of CMap instances for 38 compounds that were not included in the NCI-60 data set were assessed. MCF7 (ATCC® HTB22™), PC­3 (ATCC® CRL­1435™) and HL­60 (ATCC® CCL­240™) cell lines were obtained directly from American Type Culture Collection (LGC Promochem AB) and maintained at 37 °C with 5 % CO2 in a humidified incubator according to provider’s instructions. Cell number was titrated to ensure that cell proliferation remained in a linear-exponential phase throughout the experiment (1000-2000 cells per well were plated). Each experiment was performed from unique assay ready cells (same passage). Data quality and assay comparability were first verified by replicating the measurements for 36 instances for 16 different compounds already measured in NCI-60. Measurements were carried out at the Institute for Molecular Medicine Finland, FIMM. The authors want to thank Ida Lindenschmidt and the High Throughput Biomedicine unit at FIMM for technical support to cellular high-throughput screening assays.<br>Table 1. Raw data as % of cell viability after compound treatment. Molar concentrations from -8 to -4 on the log10 scale (5 doses) were employed. Columns: Compound, Cell Line, Cell.viability(%) (-8 to -4, log10.conc.).<br>Table 2. Calculated GI50 values for control treatments, 16 compounds which have corresponding cytotoxicity data in the NCI-60 DTP database. Columns: Chemical, CellLine, CMapDose (concentration at which CMap profile was measured), GI50.NCI60 (GI50 in the NCI60 DTP database), Batch.NCI60 (batch in the NCI60 database), Batch.FIMM (batch in FIMM dataset), GI50.FIMM (GI50 value in the FIMM dataset).<br>Table 3. Calculated GI50 values for test treatments, 38 compounds which have gene expression data in the Connectivity Map database (used to calculate PTGS cytotoxicity virtual GI50 scores). Columns: Chemical, CellLine, CMapDose (concentration at which CMap profile was measured), Batch.FIMM (batch in FIMM dataset), GI50.FIMM (GI50 value in the FIMM dataset).<br>
DOI: 10.3535/hq8-636-z73
title: Quartz

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/s5e-dvv-sys
title: Quartz

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.19397099.v1
title: YarlungZangbo Dataset

description: This dataset includes simulated rainfall field from WRF simulations and gridded raifnall product CN05.1. The list of POT flood records are also included.
DOI: 10.3535/4zj-jq0-qbc
title: Cassiterite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6qd-2fj-lqs
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hb5-ewq-yxr
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t2w-rjm-lg6
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wlq-5v4-vpg
title: Fluorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5j1-bsb-g52
title: †Strophomenata Williams et al., 1996

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28573385.v1
title: Dactylopterus volitans sound comparison code

description: R code for comparison of the three sound types (Grunt A, Grunt B and Juvenile). The code utilizes the Excel table provided in this repository. First, it initializes the Kruskal-Walis test (with Wilcoxon pairwise test), and then it subsamples, bootstraps and compares the initial and permutated results.
DOI: 10.6084/m9.figshare.3555042.v1
title: Appendix A. Table presenting, for each study species, number of years from 1993 to 2012 with exposure to frost temperatures and with frost damage to leaf and reproductive phenological phases.

description: Table presenting, for each study species, number of years from 1993 to 2012 with exposure to frost temperatures and with frost damage to leaf and reproductive phenological phases.
DOI: 10.3535/31y-ane-b8l
title: Lepidolite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fef-eb7-w0j
title: †Strophomenata Williams et al., 1996

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5h7-zjt-scn
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/srw-tgl-efr
title: Gypsum

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.3172744.v1
title: Optimization of International Food Distribution

description: This paper describes an optimization model that serves as a foundation for solving world hunger, by minimizing the cost of food distribution.
DOI: 10.3535/5b4-ag4-jcq
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.25573/data.12808427.v1
title: (16s) No 4. Differentially Abundant ASVs (16s rRNA) Output

description: Output files from the No 4. Differentially Abundant ASVs page of the Bocas Hypoxia study.<br>File names and descriptions:<br><b>da_asvs_pipeline.rdata</b>: contains all variables and objects from the pipeline. To see the Objects, in R run load("<b>da_asvs_pipeline.rdata</b>", verbose=TRUE)<br><b>da_asv_anvio.zip</b> contains all the files needed to visualize the DA ASVs in anvi’o. See the workflow for instructions. <br>
DOI: 10.3535/4mn-qwe-k7q
title: Cordylodus angulatus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4y7-3pw-enq
title: Gypsum

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/m17-0kp-2vl
title: Thyestes verrucosus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.26123860.v1
title: <b>Sentiment Analysis</b>

description: deep learning techniques (DLs) are recognized as promising methods widely used for this goal in recent years and have produced notable outcomes.
DOI: 10.3535/ahx-rlh-7yf
title: Eoplacognathus lindstroemi

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wbm-vbg-brc
title: Quartz

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.19082429.v4
title: Vgsc allele frequencies in African malaria vector species: field data and predictive map data grids

description: Predictions for the frequency of alleles of the voltage gated sodium channel gene (Vgsc) were produced by a spatio-temporal model that used allele frequency data from field populations and a large number of potential explanatory variables. Full details are given in the linked BMC Biology article.<br>File 1_Vgsc_allele_freq_dataset.csv contains the field population data that went into the model. The inclusion criteria for the subset of the data that went into the model are listed in the accompanying article.<br>File 2_data_grids_of_predicted_allele_frequencies.zip<br> is a zipped folder containing data grids (rasters)<br>for each mosquito species, country and year modelled. Each raster comprises two files; a GRD and GRI file.The rasters are at a 2.5 arcminute (approx. 5 km) resolution. Each grid cell has a value for the predicted allele frequency on a scale of 0.0 to 1.0.<br>These raster data can be visualised and processed in a range of geographical information system packages (e.g. ArcGIS and QGIS) or spatial data packages in R (http://cran.r-project.org/web/views/Spatial.html).
DOI: 10.3535/svm-4l6-k23
title: †Isorthis Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/x65-xw5-p7s
title: Cordylodus prolindstromi?

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.21404142.v1
title: Imagery-CBM Integration

description: Experiment-related software, analysis scripts, and data for the paper "An experimental test of integrating imagery with approach bias modification for alcohol: A cautionary tale".
DOI: 10.3535/6wb-1tr-6dk
title: Magnetite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rzs-ctm-g75
title: †Philhedra Koken, 1889

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.28623131.v1
title: Original data for comparing climatic, habitat, and trophic niches of two sister shark species.

description: These are original data used to analyze climatic, habitat, and trophic niches of the two sister shark species in the genus of Scoliodon-- S. laticaudus and S. macrorhynchos. The Sco_lat_all.txt and Sco_mac_all.txt are species data for the two species. The S_lat_climate.zip include the climate variables across the range of the two species. The Scoliodon_C_N.xlsx is the original isotope data for the two species sampled from China. The inter_species.csv, inter_sex.csv, and inter_period.csv are the specific isotope data for the trophic niche comparison between species, and their samples within same sex, and within same life-history stage. Habitat data for the two species are too large to be uploaded here but can be provided by the correspondence author through email.
DOI: 10.17632/hff8kc6fsy
title: A Two Martian Years Survey of Water Ice Clouds on Mars with ACS onboard TGO

description: The ACS-MIR_profiles_reff_kext folder contains the retrieved water ice clouds effective radii (reff) along with the atmospheric extinction (kext) at 3.2μm and 3.4μm below the haze top, retrieved from TGO/ACS-MIR observations acquired between Ls=163° (MY 34) and Ls=181° (MY 36).
The complete list of the processed observations with their coordinates is provided in ACS-MIR_profiles_coordinates.csv.

The Mars_PCM_profiles folder contains profiles of the atmospheric properties predicted by the Mars PCM at the coordinates of the TGO/ACS-MIR observations from MY 35.
DOI: 10.3535/z4q-hnn-xl1
title: Acanthodus uncinatus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vbm-0xm-t3e
title: Anhydrite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vh8-4bk-54t
title: Paroistodus numarcuatus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.3482318.v2
title: Table 2: Towards a history of women in the geosciences

description: Supplementary table 2 gives a selection of geoscience women who lived, worked and died mainly within the twentieth century
DOI: 10.6084/m9.figshare.5436268.v2
title: Ramie gene

description: The coding sequences of 42,463 genes predicted from the ramie genome
DOI: 10.3535/bym-05d-ks4
title: Microcline

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/z45-g84-8ps
title: Craniidae Menke, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.9773717.v1
title: Tweets and Gab Postings for source classfication

description: Data can be open using pickle with "rb" model.<br>LanguageExample object could be found here:https://gist.github.com/billweasley/b8e05969b5b2267473d13f263253812e<br><br><br>equally_split_examples.pickle:<br><br>- Hashtag Equally Devide Dataset [Ensure Hashtag (topic) distribution]- It is a map containing two keys: "train" and "dev"<br>- The value in the map is a list of <i>LanguageExample </i>object- 1168 Tweets, 1168 Gab Postings- Label: "0" indicates the sample from Gab, "1" indicates the sample from Twitter<br>random_split_examples.pickle:<br><br>- Random Devide Dataset [Ensure only the gab and tweet has a same number of samples, but do not ensure it has same distribution of hashtags for the different social network platforms]- It is a map containing two keys: "train" and "dev"<br>- The value in the map is a list of <i>LanguageExample </i>object- 2181 Tweets, 2181 Gab Postings- Label: "0" indicates the sample from Gab, "1" indicates the sample from Twitter<br>gabs_tags_information_maps.pickle- Original Gabs collected and pre-processed (URL removels, HTTP tag removel, HTTP decoding)- A map where the key is hashtags and the value is a list of gab language associated to the correspoding hashtag.<br><br>tweets_tags_information_maps.pickle- Original Tweets collected and pre-processed (URL removels, HTTP tag removel, HTTP decoding)- A map where the key is hashtags and the value is a list of tweets language associated to the correspoding hashtag.
DOI: 10.3535/9q0-9am-0ps
title: Demantoid

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zaf-78d-t46
title: Cryolite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/15z-b1b-w28
title: Sylvite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/s9z-cw1-46r
title: Baltoniodus triangularis

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.157165.v2
title: Identity Awareness of Research Data

description: Four (4) images identity of research data where data is at the core of publication consideration.
DOI: 10.3535/j03-akh-47m
title: Paroistodus parallelus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/n7k-5xn-m6f
title: Chlorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.6561905.v2
title: Evolution of pre-service teachers’ attitudes towards learning science during an introductory science unit

description: Primary teachers, despite their critical role in fostering student interest in science, lack confidence and have negative attitudes towards teaching science, with this trend starting during initial teacher education. Though research on attitudes towards teaching science is well established, less is known about attitudes towards learning science. In order to advance our understanding in this area, this study mapped the entry and evolution of attitudinal profiles towards learning science of 108 primary education pre-service teachers undertaking a first-year science unit. Participants completed an online survey tapping on self-determination, grade motivation, self-efficacy, difficulty, interest, anxiety and enjoyment in science before the commencement of the unit (T1) and at the end of it (T2). Clustering methods were used to group participants into homogenous attitudinal profiles at both points in time. Subsequently, daughter profile analysis was used to examine qualitative changes in final profiles respective to entry. Four distinct attitudinal profiles were identified with 47% of the participants exhibiting the least favourable profiles at the start of the science unit. Migration (T1 to T2) was more prevalent from the least to the most favourable profiles, however, it did occur in the opposite direction. Findings revealed that, though pre-service teachers increased their confidence in their ability to learn science, their self-determination decreased in all but one of the eight resulting daughter profiles.
DOI: 10.17632/39mc5mrf9v
title: Assessment of the Conservation Effectiveness of Nature Reserves on the Qinghai-Tibet Plateau Using Human Activity and Habitat Quality Indicators

description: The dataset includes human activity and habitat quality data for typical national nature reserves on the Qinghai-Tibet Plateau, with a resolution of 1 km². It also contains Excel panel data and control data used in the propensity score matching process. This data is described in the manuscript titled “Assessment of the Conservation Effectiveness of Nature Reserves on the Qinghai-Tibet Plateau Using Human Activity and Habitat Quality Indicators,” which is currently under consideration for publication.
DOI: 10.3535/6ya-yah-haz
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/b9j-gw2-w5p
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14279108.v1
title: PHYSICAL AND CHEMICAL CHARACTERIZATION OF BIOMASS USED AS SOLID FUEL IN A BOILER

description: Biomass is a renewable energy source most used in the world, however, depending on the chemical properties and origin of the material used as biofuel, the amount of ash generated during combustion can be high, harming the energetic harnessing. The objective of this study was to characterize chemically and physically biomass: bark, sawdust, and urban pruning; used for energy generation. Also, part of the study was the physical characterization of briquettes produced from these materials. The analyzes performed to characterize the biomass were: moisture determination, higher heating value, proximate analysis and chemical composition - extractives, lignin and holocellulose contents. Subsequently, the biomass was briquetted and the mechanical properties of the briquettes were tested. The results showed that all biomass (bark, sawdust, and urban pruning) has the energy potential to be used in the industry. T1 briquettes (100% bark) showed the highest mechanical resistance. However, the formation of blends should be sought to minimize the ash content in the boiler. Thus, blends T2 and T3 can be considered as the best alternatives for the company.
DOI: 10.6084/m9.figshare.21842517.v4
title: Dox Treatment Groups Microscopy Image Set

description: Dox treatment images used for Hartsock et al 2023.
DOI: 10.6084/m9.figshare.5827770.v1
title: VCRT

description: The Vanderbilt Chest Radiograph Test (VCRT) was designed to be a reliable measure of individual differences in perceptual abilities for radiograph-related decision-making in novices. <br>Sunday, M. A., Donnelly, E., & Gauthier, I. (2017). Individual differences in perceptual abilities in medical imaging: the Vanderbilt Chest Radiograph Test. <i>Cognitive research: principles and implications</i>, <i>2</i>(1), 36.<br>
DOI: 10.3535/66r-1rl-jrl
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hty-z54-g76
title: Malachite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.12097788.v1
title: blaCTX-M antibiotic resistance genes, fecal indicator organisms, general water characteristics and nutrient concentrations Lahn River

description: Concentrations of <i>bla</i><sub>CTX-M </sub>antibiotic resistance genes, fecal indicator organisms <i>Escherichia coli</i>, intestinal enterococci and somatic coliphages as well as general water characteristics and nutrient concentrations were quantified weekly over a 12-month period in Lahn River surface water grab samples at two sampling sites (Nievern and Obernhof). Concentrations of <i>bla</i><sub>CTX-M</sub> antibiotic resistance genes were quantified using quantitative real-time PCR according to Marti et al. (2013). Data of fecal indicator organisms (i.e. <i>Escherichia coli</i>, intestinal enterococci and somatic coliphages), general water characteristics and nutrient concentrations were obtained from Herrig et al. (2015). <i>Escherichia coli</i>, intestinal enterococci and somatic coliphages were quantified according to standard methods ISO 9308-3, ISO 7899-2, and ISO 10705-2. General water characteristics including water temperature, specific conductivity, pH, turbidity, dissolved oxygen and chlorophyll-<i>a</i> were measured in situ with a YSI 6600 V2 multiparameter sensor (YSI, USA). Quantification of nutrient concentrations relied on spectrophotometric measurements (Xion 500, Hach-Lange, Germany) by ready-to-use cuvette tests (Hach-Lange, Germany).
DOI: 10.6084/m9.figshare.21136675.v1
title: Table S9.xlsx

description: Table S9. Summary of prophages detected in MAGs. Intact prophages sequences are in bold.
DOI: 10.6084/m9.figshare.28594760.v1
title: Replication packages for ChromeSecBench

description: Replication packages for ChromeSecBench
DOI: 10.25442/hku.28529324.v1
title: Supporting data for "Too Gay to Save? Personal Finance Among Hong Kong Young Gay Men at the Intersection of Class and Sexuality".

description: The dataset contains all the data collected by the author for a research project on personal finance among Hong Kong young gay men, titled "Too Gay to Save? Personal Finance Among Hong Kong Young Gay Men at the Intersection of Class and Sexuality". The study is qualitative in nature, drawing primarily on in-depth interviews from 30 Hong Kong young gay men aged between 18 and 35 (M = 29.0). The dataset contains two sets of data, namely (1) verbatim transcripts of the 30 in-depth interviews conducted by the researcher with the respondents between June and August 2023, and (2) post-interview questionnaires completed by the respondents, which serve mainly as supplementary materials for qualitative data analysis in the thesis.
DOI: 10.3535/et0-342-kp1
title: Baltoniodus triangularis

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.