cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28749422.v1
title: <b>Faecal Gut Microbiota and Amino Acids as Non-Invasive Diagnostic Biomarkers of Paediatric Inflammatory Bowel Disease</b>

description: The scripts are associated with this paper: "<b><i>Faecal Gut Microbiota and Amino Acids as Non-Invasive Diagnostic Biomarkers of Paediatric Inflammatory Bowel Disease</i></b><b>"</b>The scripts (LASSO and Elastic net) used for selection of the amino acids.
DOI: 10.6084/m9.figshare.12686952.v1
title: Additional file 14 of Reference genome and transcriptome informed by the sex chromosome complement of the sample increase ability to detect sex differences in gene expression from RNA-Seq data

description: Additional file 14: Differentially expressed genes between the sexes that were uniquely and jointly called between reference genomes. Genes that are differentially expressed between the sexes, male XY and female XX, for whole blood, brain cortex, breast, liver, and thyroid samples. Differentially expressed genes that are uniquely called when using either the default or sex chromosome complement informed reference genome and differentially expressed genes that were jointly called between the reference genomes.
DOI: 10.6084/m9.figshare.15048456.v2
title: Dataset_for_Physiological_Factors_Influencing_Female_Fertility_in_Birds from Physiological factors influencing female fertility in birds

description: This dataset includes every relevant paper on avian fertility from a Web of Science search, and was used for the analysis in “Physiological factors influencing female fertility in birds”. The authors, date, title and journal of each paper are included, as well as the focal sex (male, female or both), the focal taxa (both common and Latin) of the focal species, the Order of the focal species, and whether the study was focussed on a wild or captive population.
DOI: 10.6084/m9.figshare.29039285.v1
title: List of Tables – Research Data for Comparative Analysis of Weld Penetration on SS304L Using TIG, A-TIG, FBIG, and FZ-TIG Processes

description: List of Tables – Research Data for Comparative Analysis of Weld Penetration on SS304L Using TIG, A-TIG, FBIG, and FZ-TIG Processes By Darshil Pithva For Science and Technology of Welding and Joining
DOI: 10.17632/g7g6rrjw9j
title: Aeromagnetic data for investigating mineral and groundwater resource potential in the Benin-arm, Anambra basin Nigeria

description: This article contains aeromagnetic data originally sourced as two separate sheets from Nigeria Geological Survey Agency (NGSA). The two datasets of aeromagnetic sheets have been combined for easy accessibility and availability and also first stage data processing was carried out to produce the residual magnetic intensity data. The file attached to this article is the combined aeromagnetic datasets of sheets 266 and 267 (Auch and Idah), for mineral and groundwater resource potential in the Benin- Arm Anambra basin. The raw data attached to this article is in presented in excel format (‘dot CSV). The pre-processed datasets are represented as gridded image in GRD file (‘dot GRD’) for the combine sheets. The first stage processed data which is the residual magnetic intensity image is attached in JPEG file (‘dot JPG). Caesium vapour magnetometer (3 Sintrex CS3) mounted on fixed-wing aircraft Cessna 406 ZS-SSC was used for data acquisition. Oasis Montaj Geosoftware was used process the aeromagnetic dataset which for can be to determine anomalous geologic and hydrogeology structures among other applications of the data. First stage data analysis was also carried out on the data to produce the residual magnetic intensity data. Further filtering analysis can be applied on the residual magnetic intensity to produce other images. Images produced after applying various mathematical filters on the data can be used for detailed characterization of the study area to pin point potential areas for mineral and groundwater exploration.
DOI: 10.17632/7nmvwg3k2h
title: Video Abstract

description: Video abstract (Packnett et al. 2019 Vaccine, DOI: 10.1016/j.vaccine.2019.06.065)
DOI: 10.6084/m9.figshare.12928865.v2
title: ETNA - GNSS dataset for the 2017-2018 period.zip

description: The zip file contains all GNSS data used in the paper:Borzì M., Giuffrida M., Zuccarello F., Palano M., Viccaro M., The Christmas 2018 eruption at Mt. Etna: enlightening how the volcano factory works through a multi-parametric inspection. Geochemistry, Geophysics, Geosystems, in press.Please refer to the above quoted paper for data processing and interpretation.<br><br>
DOI: 10.6084/m9.figshare.24550810.v3
title: <b>Local adaptation is highly dependent on common garden conditions where seeds were propagated: evidence from </b><b>a 7-year study on a dominant</b><b> alpine meadow species</b>

description: 1. Combining common garden experiment with reciprocal transplant or sowing experiment is widely used to assess local adaptation in plants. This approach effectively minimizes the potential influence of maternal environments derived from seed origin. However, the impact of divergent common garden environments on local adaptation assessment has received limited attention in previous studies.2. To investigate the effects of diverse common garden conditions on assessment of local adaptation, we conducted a 2-year common garden experiment followed by a 5-year reciprocal sowing experiment, both carried out at two different elevations. Seeds from low and high elevation populations of <i>Elymus nutans</i> were directly sown in the common garden experiment to propagate seeds for the subsequent reciprocal sowing experiment. Multiple traits, including seedling emergence, survival, plant height, aboveground biomass, number of reproductive branches, and number of seeds per individual, were measured in both experiments. This comprehensive method allowed us to examine variations in local adaptation across different growth times and life cycle stages.3. The original low-elevation population consistently outperformed the foreign population at the low-elevation site, regardless of whether seeds were propagated in low or high-elevation common gardens, indicating clear local adaptation. In contrast, the original high-elevation population showed local adaptation only when seeds were propagated in the low-elevation common garden. Long-term experiments revealed a gradual decline in the strength of local adaptation in <i>E. nutans</i> over time. This adaptation was most evident in number of seeds, with smaller advantages observed in seedling survival and number of reproductive branches. No evidence of local adaptation was detected in other traits.4. <i>Synthesis.</i> The local adaptation of <i>E. nutans</i> was primarily observed during early growth time and was highly dependent on the common garden conditions in which the seeds were propagated. Therefore, it is crucial to fully consider common garden conditions when evaluating plant local adaptation through common garden and reciprocal transplant experiments.
DOI: 10.6084/m9.figshare.24623817.v1
title: An improved pathway for autonomous bioluminescence imaging in eukaryotes - Datasets

description: Datasets in .csv or .xlsx format sorted into folders by figures. In some cases additional files with roi/well-to-sample mapping were provided.For more details contact authors.
DOI: 10.6084/m9.figshare.25447948.v1
title: Corals Reveal Interdecadal Variation of Tropical Cyclones Modulated by Pacific Decadal Oscillation

description: The used and calculated data referred to "Corals Reveal Interdecadal Variation of Tropical Cyclones Modulated by Pacific Decadal Oscillation" pubished by Journal of Geophysical Research - Atmospheres.
DOI: 10.6084/m9.figshare.8073749.v1
title: Additional file 4: of Development of a highly efficient Axiom™ 70 K SNP array for Pyrus and evaluation for high-density mapping and germplasm characterization

description: List of trios used for Mendelian check. A total of 22 trios (two parents, P01 and P02, and one offspring, Off) were included in the screening panel and were used for the Mendelian test on the PolyHighResolution SNPs of the Axiom™ 700 K Pear Genotyping Array. (XLSX 12 kb)
DOI: 10.6084/m9.figshare.13218713.v1
title: METABOLIC-C results of eight environments

description: The METABOLIC-C results of eight environments
DOI: 10.6084/m9.figshare.20469720.v1
title: human_CellChatDB

description: Manually curated database for human LRI. Jin, S., Guerrero-Juarez, C.F., Zhang, L. et al. Inference and analysis of cell-cell communication using CellChat. Nat Commun 12, 1088 (2021). https://doi.org/10.1038/s41467-021-21246-9.
DOI: 10.17632/dh2x8v6nf8
title: A CycleGAN deep learning technique for artifact reduction in fundus photography

description: Herein, we present a deep learning technique to remove artifacts automatically in fundus photograph. By using a CycleGAN model, we synthesize the retinal images with artifact reduction based on low-quality image, and validated this technique in the independent test dataset. This study included total 2,206 anonymized retinal images. We collected the fundus photographs without qualification, which include normal and pathologic retinal images. Images including both photograph with and without artifacts were crawled from Google image and dataset search using English keywords related to retina. The search strategy was based on the key terms “fundus photography”, “retinal image”, “artifact”, “quality assessment”, “retinal image grade”, “diabetic retinopathy”, “age-related macular degeneration”, “glaucoma”, “cataract”, and “fundus dataset”. Images with artifact were manually classified by authors. Finally, 1,146 images with artifacts and 1,060 images without artifacts were collected. The experiment process complied with the Declaration of Helsinki. This study did not require ethics committee approval; instead, researchers used open web-based and deidentified data. We used the CoLaboratory’s CycleGAN tutorial page to develop and to validate CycleGAN model, and all codes were available in the webpage (https://www.tensorflow.org/tutorials/generative/cyclegan). **This dataset may include MESSIDOR, HRF, FIRE, DRIVE, Kaggle DMR, and freely available images from Google image search. Images with and without artifacts were categorized to investigate artifact reduction.
DOI: 10.6084/m9.figshare.11368298.v1
title: Fig4 exp 2

description: data set of replicate experiment
DOI: 10.6084/m9.figshare.21165775.v1
title: LITHME WG7's Survey on Machine Translation Use Habits and Practices

description: Working Group 7 of the COST-Action LITHME (Language in the Human-Machine Era, https://lithme.eu/working-groups/wg7/) has carried out a survey among the LITHME network’s membership (around 170 people) about the members’ Machine Translation use. The questionnaire was circulated electronically on the network’s mailing list. LITHME members are academics and researchers who are focusing on the impact that new technologies have on languages and language use. The main objective of the survey was to see their habits and attitudes towards Machine Translation tools and to compare, if possible, the attitudes of qualified language mediators to those of other language experts. The questionnaire was circulated electronically on the network’s mailing list. The<strong> first PDF</strong> contains the questionnaire The <strong>second PDF</strong> contains a summary of the results The <strong>Excel file</strong> contains the answers.
DOI: 10.6084/m9.figshare.24072324.v1
title: Real-time Drilling Data of the Borehole

description: The dataset presented herein comprises drilling data obtained while drilling a 16-inch borehole utilizing a roller cone drill bit in conjunction with a positive displacement motor (PDM). It comprises nine input variables and one output variable, representing the penetration rate (ROP). These dataset entries were employed to construct a model to enhance and optimize drilling speed. Additionally, various analytical techniques were applied, including Random Forest Feature Importance and Heat Map analysis, to ascertain the associations between drilling parameters and drilling speed. The outcomes of these analyses are detailed in the associated article.
DOI: 10.17632/3zchk58y3d
title: The geometry, electronic and magnetic properties of ZrnNi (n = 2-14) clusters: A first-principles jointed particle-swarm-optimization investigation

description: Regarding the *.cif structure in the "The geometry, electronic and magnetic properties of ZrnNi (n = 2-14) clusters: A first-principles jointed particle-swarm-optimization investigation" article
DOI: 10.6084/m9.figshare.14881911.v3
title: Genre Analysis of Introduction Section in Electrical Engineering Undergraduate Laboratory Reports

description: The data consist of electrical engineering undergraduate laboratory reports. The data was collected within February 2020-June 2020. Permission was given by authors who were undergraduate students to use these reports for analysis and publication. We have included only 3 sample reports.
DOI: 10.6084/m9.figshare.20342111.v1
title: Additional file 2 of How compassionate communities are implemented and evaluated in practice: a scoping review

description: Additional file 2. Description of included studies. Includes the titles of the selected studies, years, countries, population types and contexts.
DOI: 10.6084/m9.figshare.24516286.v1
title: R60Het50GQ20MinDP5Mac3Geno85Ind40.vcf

description: Genotype data analysed in the publication entitled "Local adaptation with gene flow in a highly dispersive shark". SNP data were generated through de novo assembly of 3RAD data in STACKS v2.59. Data was filtered according to the description in the manuscript.
DOI: 10.6084/m9.figshare.26779924.v1
title: Suppl. Table S1.xlsx of Modulating Vertebrate Physiology by Genomic Fine-Tuning of GPCR Functions

description: This is a supplementary file for the paper "Modulating Vertebrate Physiology by Genomic Fine-Tuning of GPCR Functions" published in Physiological Reviews
DOI: 10.17632/jfb3vg5zh7
title: Data for: Dataset on Cocoa Production and Climate Change Adaptation Strategies in Ahafo Ano North District, Ghana

description: Cocoa farmers; climate change adaptation data.
DOI: 10.6084/m9.figshare.28049939.v1
title: Lilium pomponium raw GC-MS files

description: Metabolite extraction from Lilium pomponium leaf tissue
DOI: 10.17632/xtfjxgyv9v
title: Stuttgart Lauf first 25 Male and Female Finishers 2019-2023

description: First 25 female and male finishers running data 
Stuttgart Lauf 
Years: 2019, 2020 (Virtual), 2021 (Virtual), 2022 and 2023
Data was retreived from the official event website.
DOI: 10.6084/m9.figshare.23796012.v2
title: Saffron extract

description: Raw data from experiment
DOI: 10.6084/m9.figshare.24441082.v1
title: COSMIC SIZES

description: This study empirically evaluates the functionality coverage of 18 mobile applications (apps) for Postnatal care including a recently developed app in Morocco ‘Mamma&Baby’. This evaluation is based on a comparison ofthe COSMIC _ISO 19761 functional size of these apps with the score obtained in a previous evaluation based on functionsextraction through a quality assessment questionnaire. This comparison allows to discuss the relationship between the functional size of the 18 apps, their users' ratings in the Play Store as well as the number of downloads. While for most of the assessed apps, there is only a small shift between the rankings of the two evaluations, for some apps, the shift is huge due to the number of features added and not covered by the score previously obtained. This study illustrates the use of COSMIC as an effective method for corrective or evolutionary updates since it takes into account all the functions and features of postnatal apps. For the 'Mamma&Baby' app, efforts are required to boost the number of downloads, optimize its visibility, and attract the highest number of users.
DOI: 10.6084/m9.figshare.7344092.v2
title: LSTM Neural Network for Textual Ngrams

description: Cognitive neuroscience is the study of how the human brain functions on tasks like decision making, language, perception and reasoning. Deep learning is a class of machine learning algorithms that use neural networks. They are designed to model the responses of neurons in the human brain. Learning can be supervised or unsupervised. Ngram token models are used extensively in language prediction. Ngrams are probabilistic models that are used in predicting the next word or token. They are a statistical model of word sequences or tokens and are called Language Models or Lms. Ngrams are essential in creating language prediction models. We are exploring a broader sandbox ecosystems enabling for AI. Specifically, around Deep learning applications on unstructured content form on the web.
DOI: 10.17632/wgvskb38wd
title: Analysis of the Impact of Using Social Media Marketing Through Tiktok on Business Performance in MSMEs (Research on @see.buket Company)

description: Analysis of the Impact of Using Social Media Marketing Through Tiktok on Business Performance in MSMEs (Research on @see.buket Company)
DOI: 10.6084/m9.figshare.5947795.v1
title: Secukinumab Versus Adalimumab for Psoriatic Arthritis: Comparative Effectiveness up to 48 Weeks Using a Matching-Adjusted Indirect Comparison

description: <b>Article full text</b> <br> The full text of this article can be found here<b>.</b> https://link.springer.com/article/10.1007/s40744-018-0106-6 <br> <b>Provide enhanced content for this article</b> <br> If you are an author of this publication and would like to provide additional enhanced content for your article then please contact <b>adisrapidplus@springer.com</b>. <br> The journal offers a range of additional features designed to increase visibility and readership. All features will be thoroughly peer reviewed to ensure the content is of the highest scientific standard and all features are marked as ‘peer reviewed’ to ensure readers are aware that the content has been reviewed to the same level as the articles they are being presented alongside. Moreover, all sponsorship and disclosure information is included to provide complete transparency and adherence to good publication practices. This ensures that however the content is reached the reader has a full understanding of its origin. No fees are charged for hosting additional open access content. <br> Other enhanced features include, but are not limited to: <br> • Slide decks • Videos and animations • Audio abstracts • Audio slides<br>
DOI: 10.17028/rd.lboro.2001255.v1
title: Patch Size Reduction of Rectangular Microstrip Antennas by Means of a Cuboid Ridge

description: This paper will be published by IET Microwaves Antennas & Propagation Journal in 2015. As requested by EPSRC, additional files are attached here. The paper is available Open Access. For more information, please contact w.g.whittow@lboro.ac.uk<br>
DOI: 10.6084/m9.figshare.20726845.v2
title: mobility.rar

description: The human mobility data from 2020.10 to 2021.7
DOI: 10.6084/m9.figshare.28941761.v1
title: Using GPT-4 as a Factor Extractor for Brazilian Consumer Law Judgments

description: This repository has the 900 raw judgments used during the experimentation for the paper "Using GPT-4 as a Factor Extractor for Brazilian Consumer Law Judgments".
DOI: 10.6084/m9.figshare.9978854.v4
title: Genetic risk, a healthy lifestyle, and type 2 diabetes: the Dongfeng-Tongji cohort study

description: <b>Genetic risk, a healthy lifestyle, and type 2 diabetes: the Dongfeng-Tongji cohort study</b>
DOI: 10.6084/m9.figshare.8078630.v2
title: Supplementary_Table_1_Classification.xlsx

description: Supplementary Table 1. A. Results from the taxonomic profiling performed using metagenomic and sRNA-Seq data. The median and average abundance and the results from differential abundance analysis are also reported. B. List of bacterial species significantly differentially abundant between the subject groups.
DOI: 10.6084/m9.figshare.9816860.v1
title: F1000 1990 Ghazaryan et. al..xlsx

description: Data from miRNA expression study
DOI: 10.6084/m9.figshare.20029745.v1
title: Adaptive XRD Data

description: Simulated and experimental X-ray diffraction data used to validate the performance of a machine learning algorithm designed to adaptively steer diffraction measurements and perform autonomous phase identification.
DOI: 10.6084/m9.figshare.7552943.v1
title: Surface-functionalized silver nanowires on chitosan biopolymers for highly robust and stretchable transparent conducting films

description: We develop highly robust and stretchable conductive transparent electrodes based on silver nanowires (AgNWs) deposited on functionalized chitosan biopolymer substrates. 11-aminounde-canoic acid is introduced as a surface modifier for enhancing the chemical bond. The chemically functionalized AgNW films achieve a low sheet resistance of 12.2 ohm/sq with a high transmittance of 88.9%. In addition, stretchable alternating current-driven electroluminescent devices and stretchable transparent heaters have been fabricated with AgNW/chitosan thin-films which can be cut, stretched, bent, and twisted without performance degradation. With this approach, stretchable electronics prepared on bio-compatible substrates can be easily applied to curved surfaces or human skins. We demonstrate highly robust and stretchable transparent conductive electrodes based on the AgNWs/chitosan biopolymer with the organic surface modifier. The films can realize future biocompatible wearable electronics on the human body.
DOI: 10.17632/99dsc4nwdz
title: Data for: Distributional effects of environmental taxation: an approximation with a meta-regression analysis

description: The first sheet consists of the table summary of the studies. The second sheet contains the same info than the first, but prepared for coding. The third sheet corresponds to the dataset used for the regressions. The fourth sheet details the codes used for the indicator variables.
DOI: 10.17632/dzk6ddwrw4
title:  Data for: Online Business Platforms and International Trade

description: Replication files for Carballo, Rodriguez Chatruc, Salas Santa and Volpe Martincus (2022) "Online Business Platforms and International"  for the publication in Journal of International Economics. 

Notes: Due to confidential agreements, we cannot make available the data used in the article. The replication files that contain the details on how to apply to get access to the data used in the paper together with the codes are available here. See the "read me" file within the replication files for a detailed guideline.
DOI: 10.6084/m9.figshare.28758896.v1
title: Dataset - The Synergistic Role of Total Quality Management and Knowledge Management in Achieving Sustainable Business Practices

description: The increasingly unpredictable business environment compels organizations to incorporate sustainability into their strategic management, simultaneously balancing economic, social, and environmental objectives. This study investigates the direct and indirect effects of Total Quality Management (TQM) and Knowledge Management (KM) on sustainability management in Indonesian business organizations. Grounded in the Knowledge-Based Theory (KBT), the research adopts a survey-based quantitative approach, collecting 389 valid responses from employees across diverse industries. Partial Least Squares Structural Equation Modeling (PLS-SEM) reveals TQM exerts a positive direct impact on economic and environmental sustainability, whereas KM directly and significantly influences all three sustainability dimensions. Moreover, TQM influences KM with a dominant effect, which in turn strengthens its influence on sustainability performance. These findings highlight the necessity for organizations to integrate TQM with KM for optimal, long-term sustainability outcomes.<b>Keywords:</b> total quality management, knowledge management, sustainability management.