cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13554134.v1
title: Juniperus excelsa complex chorology

description: Distribution map of <i>Juniperus excelsa</i> complex.<br><br>These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature.<br>The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn").<br>Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com).<br><br>Please cite as:<br>Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007<br><br>Additional information and used references are on 'supplementary materials' document:<br>https://doi.org/10.6084/m9.figshare.5091901<br><br>Chorological maps are part of the "European Atlas of Forest Tree Species" project:<br>https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.6084/m9.figshare.9514262.v1
title: Raw Data- Revised

description: Raw data for creep testing and the thermoelectric properties measurement
DOI: 10.17632/tmp32v54ss
title: Psycholinguistic LIWC and n-gram counts in a corpus of 1145 English and Dutch novels

description: This dataset consists of CSV files with word counts in several corpora: - 694 English language novels from male and female authors classified by authors' sexual orientation (heterosexual, bisexual, homosexual) - 401 bestselling Dutch language novels - 50 novels nominated for Dutch literary prizes Each corpus comes with: - LIWC counts; this file also includes the available metadata for each novel. The English data was created with LIWC 2015. The Dutch data was created with the validated translation of LIWC 2001. - Word counts (unigrams) and bigram counts per novel. All text has been converted to lowercase. Contractions are tokenized into separate tokens, e.g., can't =&gt; ca n't Two restrictions are applied: - only unigrams or bigrams that occur in at least 10 texts are retained - only the 100k most frequent are retained - Overall word counts and bigram counts; i.e., the sum across all novels. All files are encoded in UTF-8. The word counts were extracted with the countngrams.py script.
DOI: 10.6084/m9.figshare.12665588.v1
title: Sleep analysis of mice under chronic jet lag

description: Percent sleep, the number of sleep bout, and average bout length in seconds of mice on the 8th, 18th, and 28th day of chronic jet lag as well as controls. Each column is the data from one animal. Ctrl, control; CJL, chronic jet lag.
DOI: 10.6084/m9.figshare.7559771.v1
title: Willingness to pay for Hepatitis B vaccination in Selangor, Malaysia

description: The aim of this study was to investigate the determinants of willingness to pay (WTP) for adult HepB vaccines in Selangor, Malaysia. WTP for hepatitis B (HepB) vaccine was estimated using the Contingent Valuation Method, and factors affecting WTP were modeled with logit regression.
DOI: 10.17632/fm6dngb7wz
title: Senescence focused gene arrays in MSC under different oxygen pressures

description: Expression of senescence associated genes (N=84) was screened in cultures of mesenchymal stromal cells from human healthy donors (N=4) simultaneously isolated and expanded in different oxygen pressure (5% and19.95%). We hypothesized that higher oxygen pressure would increase the expression of genes involved in cellular senescence. RNA from passage 3 cultures at 70% confluence during growth log phase  RNA (Qiagen RNeasy) was transcribed using Qiagen RT2 First Strand kit, followed by amplification using Qiagen RT2 Profiler PCR Array focused on cellular senescence and Qiagen SBR Green PCR master mix. Data analysis was performed using the  RT2 PCR Profiler PCR Array Data Analysis software provided by Qiagen. Data analysis was based on the ΔΔCT method with normalization of the raw data to housekeeping genes.We found only four genes that were differentially expressed (CDK4, MYC, P53BP1 and SOD2) with 2 fold change (p value less than 0.05). The array did not identify a specific senescence pathway. The samples were from primary cultures and in a small number, therefore data require validation using larger number of donors.
DOI: 10.17632/k7msxg5j57
title: Vegetation Spectral Dataset in Northwest China

description: Hyperspectral information of non photosynthetic vegetation, photosynthetic vegetation, and bare soil collected in northwest China.
DOI: 10.6084/m9.figshare.25156667.v1
title: Nutrient limitation of soil organic carbon stocks under straw return

description: Straw return has been widely used to increase SOC storage globally, but such C accrual is frequently constrained by other nutrients which are needed to maintain soil ecological stoichiometry balance. However, the impact of fertilization on SOC stocks under straw return remains unexplored at broad spatial scales. We constructed a national-scale dataset to explore the fertilization effect on SOCstocks (0-20 cm) under straw return and identified the dominant drivers and pathways in upland and paddy systems across China.
DOI: 10.6084/m9.figshare.28308986.v1
title: LSB Data Paper

description: The grapevine is one of the most widely grown perennial crops worldwide. As for other species displaying clusters of small fruits, the development of single berries within a bunch is asynchronous and heterogeneous. Because of this, the study of water and solute accumulation kinetics and balance at the organ level cannot be directly extrapolated from samples of populations of fruits. In order to have an original and reliable dataset on the accumulation kinetics of the main solutes (primary and secondary metabolites and cations) and water, we analyzed fruit populations sorted according to their density and also individual berries from the onset of sugar importation to the end of phloem unloading. The studies were performed on a panel of varieties representing different metabolic contexts for the relationship between the import of organic and inorganic solutes and fruit growth, including genotypes able to import water at low fruit osmotic potential. These original data sets are suitable to revisit some aspects of the accumulation of main solutes and water in grapevine fruit and/or to perform comparative studies with other fleshy fruits.
DOI: 10.6084/m9.figshare.24711468.v1
title: <b>Supplementary of Combining geological and historical archives to reconstruct flood variability</b><b>in northwestern Italy</b><b>during the last thousand years</b>

description: Supplementary material of: "Combining geological and historical archives to reconstruct flood variability in northwestern Italy during the last thousand years"<br><br>Abstract of the paper<br>Understanding Earth’s changing climate is a crucial challenge. However, the available time series ofdirect measurementsare often insufficient to fully capture climatic process that unfolds over centuries and millennia. Combining History and Geology can fill this gap. Focusing on rainfall and flood events, this research proposes a multidisciplinary approach to integrate the sedimentary and meteorological records of the Magra River (Northern Italy), using historical data as a bridge between the two datasets. A pristine record of shallow-water shelf sediments, collected at the mouth of the river and covering the last thousand years, is analysed interpreting sand layers as flood events. The results are compared with a coherent historical record of floods and river activity spanning six centuries and instrumental measurements spanning two centuries. The geological data are reasonably consistent with rainfall data and historical records, testifying for the reliability of the river mouth sedimentary record as a proxy for river discharge. The complete dataset and the comparison with other basin of the northwestern Mediterranean indicate common floods during the second half of the XII, XIV, XVIand XVIIIcenturies, and at the beginning of the second half of the XXcentury, all periods characterised by predominantly negative phases of the North Atlantic Oscillation.
DOI: 10.6084/m9.figshare.28280636.v3
title: Evaluation of mobile phone precision push service perception

description: Evaluation of mobile phone precision push service perception
DOI: 10.6084/m9.figshare.28513562.v1
title: Behavioural responses of Bonelli’s eagles to human disturbances: assessing the effect on reproduction and suggested mitigating measures

description: Data description: Excel file with variables used in model selection to analyse the reaction and breeding success probabilities of Bonelli’s Eagles. All variables are described in the document.
DOI: 10.6084/m9.figshare.28623902.v1
title: Raw data for "Angst et al., 2025: Marcescence in temperate regions mediates tree litter decomposition through abiotic factors" published in Soil Biology and Biochemistry

description: The raw data include carbon, nitrogen contents, and carbon/nitrogen ratios of the initial litter material sampled, that exposed in sun and climate treatments, and that incubated in the organic layer; the relative mass loss of the litters after incubations; and information on the chemistry of the litter as examined using Fourier-transform infrared spectroscopy.
DOI: 10.6084/m9.figshare.28769750.v2
title: Supplemental Table S1

description: Supplemental Table S1 of the article by Sarto et al. "Twenty-One Days of Bed Rest Alter Motor Unit Properties and Neuromuscular Junction Transmission in Young Adults"Table S1: Details of the linear mixed effect models performed for each high-density surface electromyography (HDsEMG) and intramuscular electromyography (iEMG) variable<b>. </b>For HDsEMG parameters, regular linear mixed models were applied. As for iEMG parameters, the residual models were not normally distributed, generalised linear mixed models were employed, and distribution and link functions were also reported. DR: discharge rate; MUP: motor unit potential; MVC: maximum voluntary contraction; NFM: near-fibre motor unit potential.
DOI: 10.6084/m9.figshare.29109217.v1
title: Optimal condition-based maintenance of asphalt-concrete pavement systems

description: Maintenance is a necessary to keep assets, in this case, a pavement system, in good condition. Spending too much on maintenance is not efficient, while not spending enough may cause the condition to drop below a desired level. Therefore, in this paper, a conceptual approach, based on systems and control theory, is developed to improve the efficiency of maintenance of a pavement system, compared to the currently used maintenance approach where often only fixed bounds of the condition determine whether or not a maintenance action is required.  A state-space description of the condition of the pavement system is chosen for predicting the future evolution of the health condition. This allows the use of a moving-horizon optimisation approach, to determine optimal anticipative maintenance actions. Furthermore, in this approach, the maintenance cost and the condition of the pavement system are optimised. This model-based approach can be applied in practice as well-documented data, from which degradation models can be constructed, are often available. In this paper, we also show how degradation models from the literature can be converted for use in the proposed condition-based maintenance approach. Note that because of the general character of the proposed maintenance optimisation approach, the degradation model and the chosen optimisation method that are used as illustration in this paper can easily be replaced by another one, depending on the needs of the user. A case study is performed, where a representative situation is considered using the developed approach and the maintenance approach currently used in practice. This case study shows how the approach works and what the cost reduction can be assuming that the models are accurate. The paper ends with a discussion and recommendations.
DOI: 10.6084/m9.figshare.3561027.v1
title: Appendix B. Computation of nestedness, modularity, and species-level network metrics, values of network descriptors of the three interaction networks studied, and correlation coefficients for the species-level network metrics calculated for birds.

description: Computation of nestedness, modularity, and species-level network metrics, values of network descriptors of the three interaction networks studied, and correlation coefficients for the species-level network metrics calculated for birds.
DOI: 10.17632/ft6hy9k58t
title: Partisanship in Loan Pricing

description: Replication dataset and code for "Partisanship in Loan Pricing"
DOI: 10.6084/m9.figshare.11335658.v1
title: Chytridiomycota fungi distribution and co-occurerence with diatoms in the Arctic Ocean is correlated with sea ice melt

description: Fasta files used to generate phylogenetic tree
DOI: 10.6084/m9.figshare.11639700.v1
title: Traffic noise playback reduces the activity and feeding behaviour of free-living bats.

description: Two databases, one for each experiment which took place as part of this study to examine the impact of traffic noise on bat activity and feeding behaviour.
DOI: 10.6084/m9.figshare.29083517.v1
title: Total gridded ECE dataset

description: 5,538,063 records measuring the total urban building ECE for two urban agglomerations from 2000 to 2020 at a 500×500m grid scale.
DOI: 10.6084/m9.figshare.7012409.v2
title: Supplementary File S8 from Integrated human-virus metabolic stoichiometric modelling predicts host-based antiviral targets against Chikungunya, Dengue and Zika viruses.

description: Results from the one-way ANOVA and tukey HSD tests on the effect of host-derived enforcements across point and randomised mutation conditions for CHIKV, DENV and ZIKV. Chikungunya virus, CHIKV; Dengue virus, DENV; Zika virus, ZIKV.
DOI: 10.17632/2k42683mkb
title: Investigating Principal Transformational Leadership in Strengthening Lonto Leok’s Cultural-based Character Education

description: This study aimed to portray the process of applying local cultural moral values (LCMV) that have not been prioritized by the Indonesian Ministry of Education, as the values of the main character standards in schools. In addition, principals’ transformational leadership behavior (TLB) is described based on the local culture teaching dimension approach. This research used a qualitative approach with the case study design. To achieve the research objectives, data were collected through in-depth interviews, participant observation, and document analysis. Data analysis used a modified analytic analysis method. Data validity was drawn on credibility, transferability, dependability, and confirmability. The results of the study demonstrated that LCMV supports strengthening the character of students, and the application of TLB based on the local culture teaching dimension approach is severely effective in optimizing the implementation of character education strengthening programs (CESP). This research was conducted in 2018–2019 at the State Junior High School in the West Flores region, Indonesia. The results of this research will be recommended to the Indonesian Ministry of Education, to use LCMV as a standard character value in schools and provide opportunities for principals in each school to implement a leadership model based on local culture approaches.
DOI: 10.17632/jvxp6gmfcb
title: Microneedle Transdermal Delivery of Compound Betamethasone in Alopecia Areata - A Randomized Controlled Trial

description: Supplemental figures for “Microneedle Transdermal Delivery of Compound Betamethasone in Alopecia Areata - A Randomized Controlled Trial”
DOI: 10.17632/mvgxdxb9dh
title: Assessing the Role of ChatGPT as Synthetic Users in Personas Training for HCI Students (Dataset)

description: Generated material, dataset and results used in the paper:
- Synthetic user interviews
- Real user interviews
- Quality assesstment results from students and professors.
- Scores from personas conducted by students.
DOI: 10.6084/m9.figshare.12610958.v1
title: +5 Million Python & Bash Programming Submissions for 5 Courses & Grades for Computer-Based Exams over 3 academic years.

description: In Dublin City University, students learn how to code by taking a variety of programming modules. Students develop code algorithms for problems proposed by Faculty. Many of these courses or modules are delivered through a custom Virtual Learning Environment (VLE) built for the purpose of teaching and learning computer programming. This custom VLE enables students to access course information, material and slides for each module. In addition, our system integrates an automatic grading platform where students can verify their code submissions for programming exercises. Students typically develop solutions locally for laboratory sheets for the computer programming courses. Then, they submit their programs online to the automatic grading platform which runs a number of testcases specified by the lecturer on each exercise. This provides instant feedback to students based on the suite of testcases run and ultimately tells the student whether the program is considered correct or incorrect if any of the testcases fail. This information is invaluable to their learning and such a platform is needed to verify their programs work as expected. <br>The computer programming grading system has been used for several years on a variety of programming courses at our University. This allowed researchers and Faculty to gather a fine-grained digital footprint of students learning programming at our University. Recently, research in Learning Analytics has focused on Predictive Modelling and identifying those students having difficulties with course material, also in programming courses, and offering remediation, personalized feedback and interventions to students using Machine Learning techniques. Prior work has reported that customized notifications sent to students regarding their performance and offering resources such as further learning material, code solutions from peers in their class and university support services helped students to increase their differential performance and engagement on these programming courses. However, there is a limit to this prior work where most of the models use little or no programming work as features for the learning algorithms or feedback sent to students. In this work we explore different mechanisms to represent students’ code to predict its correctness and to better analyze students’ progress using their interactions which can be exploited to provide effective feedback and support better recommendations. <br>Every time a student submits a code solution for verification, the system stores the code submission, the student identifier, the IP used on the network for the upload, the results of the testcases run with inputs and outputs, the course the submission belongs to, the exercise and the task name the student is attempting by using the submission’s filename. In total, we collected more than half a million programming submissions (591,707) for 666 students from 5 Python programming courses over 3 academic years.
DOI: 10.6084/m9.figshare.25400047.v1
title: Nanopore data

description: Datasets describing community composition of EcoPlate wells inoculated with lake water analyzed by 16S rRNA gene sequencing with Nanopore MinION. OTUs were assembled with an in-house pipeline by Hofer, C. 2022. Master thesis: Long-read MinION data for microbial community analysis. Limnological Station, Department of Plant and Microbial Biology, University of Zurich, Switzerland. Here we provide OTU and taxonomy table and OTUs_Nanopore lists the sequences of the OTUs.Only syringe samples (see project description) were analyzed by Nanopore sequencing. 24 samples were sequenced, grown on four different subtrates (D-cellobiose, L-serine, N-acetyl-D-glucosamine, putrescine) inoculated with syringe samples from Sampling 1 and 2 (n = 3). Putrescine enrichments were disregarded in the corresponding publication due to a lack of successful enrichments available for Illumina sequencing. More information about the sampling conditions can be found in the project description.Sample_info provides information for the sample names given in the OTU table. Information is formated as barcode_substrate_sampling. Values: Barcode = 01-24, substrate = cellobiose/serine/glucosamine/putrescine, Sampling = S1/S2. For example, 01_cellobiose_S1 describes a community inoculated with lake water from a sampling 1 syringe sample grown in D-cellobiose.
DOI: 10.6084/m9.figshare.29114564.v1
title: Dynamic Dataset of Detected Malwares by McAfee, Symantec and Kaspersky, Baidu

description: The dataset compares three antivirus software—McAfee, Symantec, and Kaspersky—based on total files scanned and malware signatures detected. McAfee scanned 47,432 files and found 82 signatures, Symantec scanned 44,709 files with 73 signatures, and Kaspersky found 75 signatures from 35,806 files. The data highlights the balance between scan volume and detection effectiveness.
DOI: 10.17632/7tptnz7ydz
title: Crime and Unemployment

description: the data about number of unemployment in total labor force has been used (UN), and as an indicator of criminal activities, it has used the intentional homicides (CR) – registered number of homicides.
DOI: 10.17632/b4v5x7vkkc
title: Data for: A two-stage stochastic programming approach for non-cooperative generation maintenance scheduling model design

description: we examined the proposed model with ieee reliability test (32 bus)
DOI: 10.17632/vvm39fnh4v
title: Thermodynamics of sCO2 analysis

description: Thermodynamics analysis of sco2 recompression cycle
DOI: 10.17632/wfr2nmfgzp
title: Can Telenomus remus and Trichogramma foersteri be used in combination against the fall armyworm, Spodoptera frugiperda?

description: Manuscript data on control of Spodoptera frugiperda eggs by the parasitoids Trichogramma foersteri and Telenomus remus.
DOI: 10.23645/epacomptox.29171192.v1
title: Subchronic toxicity of four per- and polyfluoroalkyl substances (PFAS) by oral exposure in Sprague-Dawley rats (ORD-066307)

description: Per- and polyfluoroalkyl substances (PFAS) are widely present and persistent in the environment and exposure can occur via multiple pathways. Human and animal PFAS exposure has been associated with alterations in thyroid hormones, immunologic function, lipid metabolism, liver effects and other adverse health outcomes. The objective of this study was to evaluate the subchronic toxicity of four specific PFAS in 90-day oral rat studies.Science Inventory, CCTE products: https://cfpub.epa.gov/si/si_public_search_results.cfm?advSearch=true&showCriteria=2&keyword=CCTE&TIMSType=&TIMSSubTypeID=&epaNumber=&ombCat=Any&dateBeginPublishedPresented=07/01/2017&dateEndPublishedPresented=&dateBeginUpdated=&dateEndUpdated=&DEID=&personName=&personID=&role=Any&journalName=&journalID=&publisherName=&publisherID=&sortBy=pubDate&count=25
DOI: 10.6084/m9.figshare.28657657.v1
title: SI_Table1 from Ambient temperature and toxic diets constrain snake venom resistance in a desert rodent

description: Step-wise model comparison based on sample-sized corrected Akaike's Information Criterion (AICc). Terms present in a given model are indicated with "x" and statisical significance is denoted with "*". In all model permutations, the only statistically-significant terms (p &lt; 0.05) are the temperature and diet main effects.