cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gydpxvj8gp.1
title: Microbial fuel cell data set

description: The experimental data set consists of data illustrates the effect of two different electron acceptors on the performance of voltage generation, power density, current density and COD removal efficiency of brewery waste. Pysico-chemical properties of the waste water used during the experiment (Table1) . Substrate feed (loading) (Table 2) and electron acceptor solution concentration (Table 3) used in the experiment. Fig1 illustrates the experimental Microbial fuel cell set up used during the experiment. Data presented in Fig.2. consists of, removal and columbic and Voltage generation as an electron acceptor of MFC used during the experiment with KMnO4 and K3[Fe (CN)6 as an electron acceptor at 0.4 M concentration, each sample has been measured with mean followed by standard deviation with three times (as provided in supplementary materials. Fig 3 and Fig 4 shows the effect of molar concentration(0.4&0.6M) as KMnO4 as an electron acceptor on voltage generation capacity of the MFC at different COD concentration (500mg/L,1000mg/L,1500mg/L,2000mg/L). The effect of molar concentration (0.4&0.6M) as 4K3[Fe(CN)6 as an electron acceptor on voltage generation capacity of the MFC at different COD concentration (500mg/L,1000mg/L,1500mg/L,2000mg/L) well illustrated in (Fig5 and Fig 6).Fig7(a) shows data recorded and estimated on current density against polarization and power density curves using KMno4 used as an electron acceptor and Fig7(b). demonstrates on current density against polarization and power density curves using K3[Fe (CN)6 used as an electron acceptor.
DOI: 10.17632/vfd47jgr8t.1
title: Tapasin assembly surveillance by the RNF185/MBRL ubiquitin ligase complex regulates MHC-I surface expression

description: Raw western blot data for each manuscript figure
DOI: 10.17632/hjkjp2fff4.1
title: Newton's Third Law of Motion

description: This data describes Newton's third law of motion which states that "in every action there is an opposite or equal reaction".
DOI: 10.17632/hhdrmftdg5.1
title: CAD file for building a combination ektacytometer rheometer for inspecting blood cell dynamics

description: To facilitate user design and construction, we have provided a CAD file of the complete constructed optical apparatus available for download and reference. The animated video provides a sample preview of the CAD model.
DOI: 10.17632/shm45fmjcx.1
title: Industrial Carbon Emission Intensity: a comprehensive dataset of European Regions

description: The dataset includes data on Carbon Emission Intensity from industrial sources for the European Regions.
DOI: 10.17632/dsn9kggdpx.1
title: SpinalJ_example_data_raw(1/6)

description: Example dataset of mouse spinal cord sections for processing, reconstruction and atlas registration using SpinalJ (Fiederling et al., 2021; ; https://www.biorxiv.org/content/10.1101/2021.05.06.443008v1). Files include part 1 of raw image data used to generate data provided in SpinalJ_example_dataset_processed.
DOI: 10.17632/nxb4shgs9h.1
title: full_weaving_dataset

description: This is a weaving dataset containing 121148 x 18 data shape, containing all information from production dataset.
DOI: 10.17632/t6j2h22jpx.2
title: PlantaeK: A leaf database of native plants of Jammu and Kashmir

description: Computer vision can predominantly be focused to design the strategies for the conservation of the plants. Previous decade’s trends and the current prevailing incidents with respect to global warming, forest fires, and famines act as potential indicators of how much nature is destroyed by human activities. Plants are vitally used in foodstuff, medicine, industry and as well for environmental protection. However, due to lack of resources and knowledge, it is difficult to recognize different plant species, plant diseases, etc. Nowadays modern equipment’s are being designed to address these issues. So considering the challenges, demands, we have constructed a database of different plants. The plants taken for study are the native plants of the Kashmir region of India. The climate of Kashmir remains chilling for a few months and pleasant for the rest of the year. Eight different plants namely Apple, Apricot, Cherry, Cranberry, Grapes, Peach, Pear, and Walnut are selected for the study based on their commercial and medicinal usage. The leaf is the primary object of reference taken for making the database, as they grow much earlier than fruits as well as the other plant parts. For each plant two types of leaves are selected, one healthy and the other diseased. Considering the natural conditions under which the farmers or the agriculturists have to work, the images are captured in broad daylight under the auto mode with the Nikon D-SLR digital camera with an ISO Speed = 100, Aperture = F/5.6, Flash = Not Fired, Shutter Speed = 1/640. All the images are captured by an 18-55 mm lens and are in .JPG format. The leaves are divided into two major classes A and B respectively. The two major classes were then divided into 16 sub classes i.e., eight healthy and eight diseased. The symbol “h” e.g., plant-name_h001 in the images represent healthy images and “d” i.e., plant-name_d001 represents the diseased images. The images are labeled, resized and classified into different classes. The class of healthy images comprises of a total of 1201 images and the diseased images constitute of a total of 935 images. Thus a total of 2136 images were selected from the captured images to sew up this database. Every little step towards a positive perspective marks the beginning of the era of growth with kindness.
DOI: 10.17632/nmb24z6jrp.1
title: Large Grid of 1D X-ray Burst Models with MCMC Sample Chains

description: This dataset contains the primary data used in: "Multi-epoch X-ray burst modelling: MCMC with large grids of 1D simulations", Johnston et al. (2020). In this work, we interpolated and sampled a grid of 3840 KEPLER burst models using Markov Chain Monte Carlo (MCMC) methods to produce posterior distributions for the system parameters of the "Clocked Burster", GS 1826-238. Provided here is the full burst model grid and the raw MCMC sample chains. More details on the files, and how to load them, are provided in README.md
DOI: 10.17632/jttwksyng7.1
title: LCOH Calculation Model

description: This is a simple way to calculate the levelised cosf of energy (LCOE). The calculation method is simply created via excel. Once you have collected your costs and as well as the cost for maintanence, the data can be entered to the related column to calculate the LCOE.
DOI: 10.17632/8py7y8vvtb.2
title: Elsevier Author Aid Human Diseases Collection, part 2 (Monogenic Rare Diseases)

description: -----&gt; Human Disease Author Aid Collection combines information about rare and common diseases in standardized, easy-to-navigate overview templates and tables. It includes clinical, molecular, and pharmacological data from several Elsevier's and public sources. Tables are planned to be updated quarterly.

-----&gt; Author Aid Templates can be a helpful guide for authors, researchers, clinicians, and students, especially those interested in rare diseases, because it highlights updates and findings from several sources on one page.

-----&gt; Each disease template overview includes 6 sections: Terminology; Epidemiology/Demographics; Clinical presentation/Diagnosis; Etiology/Pathology (genetics, biomarkers, pathways); Treatment/Follow-Up; Case studies. Each subset of data is linked to a list of publications with relevant citations.

-----&gt; Monogenic Rare Diseases 
(Human Disease Author Aid Collection, Part 2) 
In the current part, monogenic rare diseases were chosen based on their classification, prevalence, and degree of data availability. By "monogenic" we mean diseases that are caused by one or few known mutations. We considered worldwide point prevalence between &lt;1/10 or 100 thousand (worldwide) as a criterion for filtering most significant rare diseases.

Contents
A) Curated templates about monogenic rare diseases:
• Achondroplasia
• Facioscapulohumeral dystrophy
• Familial Mediterranean fever
• Hereditary breast and ovarian cancer syndrome
• Huntington disease
• Congenital hypothyroidism
• Rett syndrome
• Usher syndrome
• Wilson’s disease
• Wiskott-Aldrich syndrome
B) Automatically collected information about additional 21 Rare monogenic diseases.

-----&gt; PLEASE download files to read them and open the links!
DOI: 10.17632/6zc7mwdbvb.1
title: SentiLexIT: Advancing Italian Sentiment Analysis through Automated Lexicon Generation

description: The proliferation of digital platforms has exponentially increased the volume of user-generated content, providing rich data sources for sentiment analysis. This study introduces SentiLexIT, a novel methodology for automatically constructing domain-specific sentiment lexicons for the Italian language using an unsupervised approach. We analyzed 321,817 user reviews from diverse categories such as Amazon.it and Google Reviews, applying Bayes' Theorem to derive sentiment scores that effectively categorize review sentiments into distinct polarities. Our methodology significantly outperforms existing Italian sentiment lexicons and two versions of ChatGPT, achieving an average F1-score of 0.92 across various domains. The paper highlights the method's effectiveness in handling linguistic nuances specific to Italian, providing a robust tool for sentiment analysis. This research contributes to the field by offering a scalable, precise methodology for sentiment lexicon construction without the need for manual annotation, addressing the gap in non-English sentiment analysis resources.
DOI: 10.17632/mnx7spfd6z.2
title: Highly Efficient Coke Dust Suppressant with Anti-Freezing Capabilities

description: To resolve the wind-blowing emissions of stockpiled coke, we present the highly efficient coke dust suppressant with anti-freezing capabilities comprising polyethyleneimine (PEI), starch, and glycerol. Detailed investigations show that the PEI could electrostatically interact with coke, increasing the wettability and thereby promoting aggregation. Moreover, it hydrogen bonds with starch to form a stable film and enhances the water-retention capability. Furthermore, the addition of glycerol prevents the coke loss caused by freezing during transportation and energy loss associated with dismantling the frozen coke. Wind erosion tests and bomb calorimeter results reveal that the coke dust suppressant presented exhibits superior wind resistance and does not interfere with the coke combustion. These documents describe the experimental data from that study.
DOI: 10.17632/tw2h76hnsg.1
title: Solar lentigo longitudinal study supplemental material

description: Supplemental material for the short letter published in JAAD about a longitudinal study performed on Solar Lentigo and describing pattern evolution through dermatoscopy.
DOI: 10.17632/7cghj7fffp.1
title: Energy consumption for a CNC machining process

description: In order to give CAD designers the possibility to evaluate their workpieces in respect to the energy required to machine it, one has to create a connection between the 3D model of the workpiece and the energy consumption of the machine tool (Brillinger, et al., 2021): 1. Raw data collected from the NCU of the machine tool 2. Matched data: NC instructions with corresponding energy consumption.
DOI: 10.17632/p9nc9rf79g.1
title: Historical drivers and future streamflow variations of the Kura River in the Western Transcaucasia region of Georgia: Analysis of tree-ring chronologies from 1720 to 2021 CE

description: In this paper, we conduct a dendrochronological study in the Western Transcaucasia region of Georgia to elucidate the relationship between tree growth and climatic variables (temperature, precipitation, and streamflow) in order to reconstruct the paleohydrology of the Kura River and to assess the impacts of climate change on water resources. We analyzed tree-ring chronologies from 1720 to 2021 CE, and analysis of July–August streamflow revealed five wet phases (1739–1753, 1764–1807, 1811–1831, 1962–1988 and 2000–2019 CE ranging in duration from 11 to 49 years) when streamflow exceeded the long-term mean, and four dry phases (1720–1738, 1832–1881, 1936–1961 and 1989–1999 CE) when streamflow was below average. The most extreme wet and dry years were 1771 and 1851 CE, respectively. Spatial correlation patterns of Kura River reconstructed runoff against sea level pressure (SLP) are negative in the Arctic and positive in mid- to high-latitude Eurasia. The Arctic Oscillation (AO)/North Atlantic Oscillation (NAO), and solar activity are important drivers of hydroclimatic conditions in the Mediterranean region, by modifying the location of high-pressure areas and large-scale atmospheric circulations. Comparison of our Kura streamflow reconstructions and data in the Old World Drought Atlas (OWDA) reveals a moderately positive correlation (0.40) throughout the study period, being strongest over the Southern Caucasus and Eastern Turkey. This validates the drought signals and emphasizes the importance of using multi-proxy approaches, supported by spatially resolved data, to enhance understanding of regional hydroclimatic variability and drought patterns. We additionally conducted future streamflow scenarios, most notably under the high-emission SSP585 scenario, in line with global trends in CMIP6 projections. Our streamflow results indicate a trend towards increasing drought severity, which highlights the need for urgent adaptation and mitigation strategies in water resource management in this region. Ultimately, this study provides valuable information on historical hydroclimatic conditions in the Kura River Basin, which help to develop strategies to mitigate the hydrologic impacts of climate change in the Western Transcaucasia Caucasus region. We further highlight the importance of regional and global teleconnections for understanding regional hydrological dynamics.
DOI: 10.17632/64p2jjn62c.1
title: Data for: It Grows on You: Perceptions of Sales/Service Personnel with Facial Hair

description: This material gives greater detail about the stimuli used in the studies and some of the output not covered in the manuscript itself.
DOI: 10.17632/7pzyfvv9jn.1
title: Large-Scale Network Cyberattacks Multiclass Dataset 2024 (LSNM2024)

description: We present a novel cutting-edge, large-scale multiclass dataset to improve the security of network cognition of suspicious traffic in networks. The proposed newly generated dataset contains up-to-date samples and features available to the public to help reduce the effect of upcoming cyberattacks with machine learning methods. Specifically, 6 million traffic samples with 60 features are collected and organized into two balanced classes: 50% normal traffic and 50% anomaly (attack) traffic. Furthermore, the anomaly traffic is composed of 15 different attacks including MITM-ARP-SPOOFING attack, SSH-BRUTE FORCE attack, FTP-BRUTE FORCE attack, DDOS-ICMP, DDOS-RAWIP attack, DDOS-UDP attack, DOS attack, EXPLOITING-FTP attack, FUZZING attack, ICMP FLOOD attack, SYN-FLOOD attack, PORT SCANNING attack, REMOTE CODE EXECUTION attack, SQL INJECTION attack, and XSS attack. 

For detailed info, Please refer to and cite our article:
Q. Abu Al-Haija, Z. Masoud, A. Yasin, K. Alesawi, Y. Alkarnawi, "Revolutionizing Threat Hunting in Communication Networks: Introducing a Cutting-Edge Large-Scale Multiclass Dataset", 15th International Conference on Information and Communication Systems (ICICS 2024), IEEE, Aug. 2024.
DOI: 10.17632/f7cf5fjvdh.1
title: Infant social-emotional development: The role of screen media?

description: This study sought to characterise screen media usage among children below two years of age in the UK, and to examine its associations with infant social-emotional functioning. Two mediational hypotheses were tested to understand the possible roles of reduced parent-infant play, and parent psychological factors that may motivate high screen usage. Based on the questionnaire responses of 327 parents of infants aged 6 - 24 months, screen media usage varied widely, including time spent on screen media (‘screen time’) and parental involvement (co-sharing and co-referencing).
DOI: 10.17632/2k46dg6n8t.1
title: Videos for management of shark feeding

description: This set of eight videos is showing several lemon shark behaviors in the context of shark feeding in Bora-Bora (French Polynesia). These videos were gathered in the framework of a scientific article that aims at analysing the link between feeding practices and undesirable behaviors of sharks that can lead to accidental bites on divers. This article should be published in the Journal of Tourism Management.
DOI: 10.17632/hxt48yk462.2
title: Panoramic Dental X-rays With Segmented Mandibles

description: This dataset consists of anonymized and deidentified panoramic dental X-rays of 116 patients, taken at Noor Medical Imaging Center, Qom, Iran. The subjects cover a wide range of dental conditions from healthy, to partial and complete edentulous cases. The mandibles of all cases are manually segmented by two dentists. This dataset is used as the basis for the article by Abdi et al [1]. [1] A. H. Abdi, S. Kasaei, and M. Mehdizadeh, “Automatic segmentation of mandible in panoramic x-ray,” J. Med. Imaging, vol. 2, no. 4, p. 44003, 2015.
DOI: 10.17632/ddmvrdc4sc.6
title: Research evaluation information - CM-DIR

description: In order to share the data from the research carried out with some participants, this space was created. The evaluation of the research is carried out in relation to the CM-DIR method, which was created to specify the dynamic behaviour of the user in the face of recommendation systems.
DOI: 10.17632/n6bsf4zxcz.2
title: DFMSPH19: A C-code for the double folding interaction potential of two spherical nuclei

description: This is a new version of the DFMSPH (DFMSPH14) code published earlier. The new version is designed to obtain the nucleus–nucleus potential between two spherical nuclei by using the double folding model (DFM). In particular, the code enables to find the Coulomb barrier. Using the new version one can employ two types of the nucleon–nucleon interaction: the M3Y and Migdal interactions. The main functionalities of the original code (the nucleus–nucleus potential as a function of the distance between the centers of mass of colliding nuclei and the Coulomb barrier characteristics) have been extended: in the new version the curvature and skewness of the barrier (in addition to its height and radius) are evaluated.
DOI: 10.17632/6mmb9kff3h.1
title: awareness of aerobic exercise among collage going student

description: To determine the factors influencing young people's participation in aerobic activities and to gauge their awareness regarding of the benefits of aerobic exercise. This goal is to conduct a survey to determine youths' awareness and comprehension of aerobic activity Young population age 18-25 years 
Method:Young population’ awareness of aerobic exercise was gauged using a 12-item self -administerd questionnaire with item content validity
Results:Out of 290 questionnaires circulated, only 283 people with a response rate of 99.0% voluntarily agreed to take part in this research and provide their responses to the questions asked in the survey
Conclusion.Studyindicate a growing awareness of aerobic exercise among the young population. This awareness is driven by various factor, including educational, social media and online resources has made it easier for young individuals to engage in aerobic exercise at their convenience. And barrier to access, lack of motivation and competing interests. aerobic exercise among the young population concerted effort are needed to ensure that this awareness translate into sustained participation and positive life style change
Implications:Implement targeted educational campaigns in school, colleges, and online platforms to raise awareness about the benefit of aerobic exercise .More outcome measure can be included in this study
 Awareness , aerobic exercise .
DOI: 10.15468/dl.d2bpzx
title: Occurrence Download

description: A dataset containing 109302 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus retroflexus L."
 ]
}

 The dataset includes 109302 records from 1291 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009226-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15205624
title: IRAK1 drives chemoresistance and controls immune-microenvironment in non-small cell lung cancer

description: This repository contains all analytical steps performed to investigate the scRNA-seq data related to the impact of IRAK1 gene knockout on the tumor microenvironment in a humanised mouse model, with and without cisplatin treatment, where the H2228 lung cancer cell line was subcutaneously inoculated. 



readme.doc, contains the descripition of the full dataset

command.R contains the script use to generate, from 10xmatrices.zip, the complete matrices of the human cells subset on which the analysis in sh.zip and wt.zip was performed.
DOI: 10.25549/inscriptifact-ouc111105279
title: Relief with Three Registers: Banqueting Scene, Inscription, King Riding to Hunt in Chariot, Room 7, OI A11256

description: [Text Description:] Upper register shows banqueting scene, while below inscription is picture of king riding to hunt in his chariot. ❧ [Text or Publication Number Note:] OI A11256 ❧ [Excavation Description:] Found during Oriental Institute's 1928-1935 excavations at the site of ancient Dur-Sharrukin (Fort Sargon), modern Khorsabad, Iraq ❧ [Medium:] Stone ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Stone bas relief, of gypsum. Two registers, separated by inscription. Joins A11254 and A11255.
DOI: 10.15468/dl.8zm3v8
title: Occurrence Download

description: A dataset containing 788 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus yunnanensis Franch."
 ]
}

 The dataset includes 788 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129413-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111105364
title: Relief with Three Registers: Banqueting Scene, Inscription, King Riding to Hunt in Chariot, Room 7, OI A11256

description: [Text Description:] Upper register shows banqueting scene, while below inscription is picture of king riding to hunt in his chariot. ❧ [Text or Publication Number Note:] OI A11256 ❧ [Excavation Description:] Found during Oriental Institute's 1928-1935 excavations at the site of ancient Dur-Sharrukin (Fort Sargon), modern Khorsabad, Iraq ❧ [Medium:] Stone ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Stone bas relief, of gypsum. Two registers, separated by inscription. Joins A11254 and A11255.