cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/44rb96872r
title: Annotated Impact Echo Dataset (bare decks)

description: The dataset includes 2,016 impact echo signals from eight identical laboratory-made concrete specimens. This dataset is annotated in two classes: sound concrete (Class S) and defected concrete (Class D).
DOI: 10.17632/bshsghhny3
title: EHI/ERI/ESsI/ESI (2000/2005/2010/2015/2020)

description: This dataset includes the Ecological Health Index (EHI), Ecological Risk Index (ERI), Ecosystem Service Index (ESsI), and Ecological Security Index (ESI) for the source regions of the Yangtze and Yellow Rivers from 2000 to 2020. All data are in raster format.
DOI: 10.17632/h6z3w6wbwn
title: Dataset on the Influence of Green Marketing Factors on Purchasing Decisions Mediated by Perceived Value in Coffee Shops in Central Java

description: This dataset contains data collected for a study on the influence of green marketing factors (green brand image, green product price, and environmental awareness) on purchasing decisions, mediated by perceived value, in coffee shops in Central Java, Indonesia. The data was gathered through a structured questionnaire and includes the following components:

Data for Analysis: Raw and processed data used for statistical analysis.
Translated Questionnaire: The questionnaire used for data collection, translated into English.
Figures: Visual representations of the data and key findings.
Excel Analysis File: Detailed analysis and results in an Excel format, including statistical tests and outputs.
DOI: 10.17632/m6vv9k9gcd
title: Urban Building Energy Stock Datasets

description: This dataset comprises over 1 million records of residential urban building stock, including types such as terraced houses, detached houses, semi-detached houses, and bungalows. It utilizes jEPlus as a parametric tool for physics-based simulations, combined with EnergyPlus for thermal simulation, and integrates DesignBuilder construction templates for generation. The dataset encompasses various building features, such as HVAC systems and building fabric properties (including U-values for walls, roofs, floors, doors, and windows). It also contains parameters related to heating, lighting, equipment, photovoltaic systems, and hot water energy demand.

For citation:
Usman Ali, Sobia Bano, Mohammad Haris Shamsi, Divyanshu Sood, Cathal Hoare, Wangda Zuo, Neil Hewitt, James O'Donnell. “Urban building energy performance prediction and retrofit analysis using data-driven machine learning approach”. Energy and Buildings, Volume 303, https://doi.org/10.1016/j.enbuild.2023.113768
DOI: 10.17632/r6vkrdvjdh
title: Data for: Universal Branch Model for the Solution of Optimal Power Flows in Hybrid AC/DC Grids
DOI: 10.17632/rcdvm6y7sm
title: Real Instances for Aircraft Landing Planning

description: 149 instances of flight data (category, sector, cruise speed, remaining distance, release and due dates), presented and used in the paper "Aircraft Landing Planning under Uncertain Conditions" by M.-S. Vié, N. Zufferey and R. Leus, and provided by Eurocontrol.
DOI: 10.17632/tc46mr9dmn
title: Numerical data, STXM and NEXAFS spectra

description: Numerical data - STXM and NEXAFS spectra. Manuscript submitted to Geochimica et Cosmochimica Acta (March 2024): Barber et al. Redox Conditions Influence the Chemical Composition of Iron-Associated Organic Carbon in Boreal Lake Sediments: a Synchrotron-Based NEXAFS Study
DOI: 10.6084/m9.figshare.26037178.v1
title: <b>Segmentation in Brain Tumors using Novel Efficient Deep learning approaches</b>

description: This work provides a thorough pipeline for brain tumor automated segmentation and categorization. The suggested approach is proof of creativity and effectiveness in the identification of brain tumors.
DOI: 10.17632/678kmzwsgv
title: Open Source MALDI Spotter / Fraction Collector

description: Supplementary data, design files, and code for the manuscript "Open Source Fraction Collector/MALDI Spotter for Proteomics"
DOI: 10.6084/m9.figshare.12525938.v1
title: Gene database of Corynebacterium glutamicum ATCC 13032

description: An important biotechnology host, <i>Corynebacterium glutamicum</i> has seen significant research attention over the years. But, what endears this rod-shaped, Gram-positive microorganism to biotechnologists is its robust metabolic repertoire that could be shaped into a microbial cell factory for producing a variety of value-added products through metabolic engineering. This work describes the gene database of <i>C. glutamicum</i> ATCC 13032 obtained through parsing the annotated genome sequence file of the bacterium from Genbank. Comprising gene name, gene function descriptor and gene sequence for every gene in the genome of this biotechnology workhorse, the resource should find use in a variety of settings in applied and fundamental microbiology research seeking to expand the types of products synthesized by this microorganism through genetic engineering and metabolic engineering.
DOI: 10.6084/m9.figshare.4981655.v1
title: Sugarcane PacBio Iso-Seq Transcriptome

description: Sugarcane transcriptome sequenced by PacBio Isoform sequencing, the SUGIT. <b>Publication: Hoang, N. V., Furtado, A., Mason P. J., Marquardt, A., Kasirajan, L., Thirugnanasambandam, P. P., Botha, F. C., & Henry, R. J. (2017). A survey of the complex transcriptome from the highly polyploid sugarcane genome using PacBio full-length isoform sequencing compared with <i>de novo</i> assembly from Illumina RNA sequencing. <i>BMC </i><i>Genomics, </i>18(1): 395. doi : 10.1186/s12864-017-3757-8.</b><b></b>
DOI: 10.17632/cnrzhcybp6
title: Multi-level climate change planning: An analysis of the Italian case. Datasets.

description: This dataset provides key data on the Local Climate mitigation and adaptation Plans (LCP) of 32 Italian cities included in the restricted set of the sample of the City statistics database (former Urban Audit database) of Eurostat; the 32 provinces in which these cities are included; 19 regions and 2 Autonomous Provinces (Trento and Bolzano), which from a planning perspective function as regions. The main information and data reported in each file of this dataset are: 1. List of the analysed urban mitigation plans: City, City population, Integrated Mitigation and Adaptation Plan name, Year of adoption, Web link, Type of LCP, Mitigation Plan name, Year of adoption, Web link, Type of LCP, CO2 and GHG (CO2eq) emission target (%, baseline year, target year). 2. List of the analysed urban adaptation plans: City, City population, Integrated Mitigation and Adaptation Plan name, Year of adoption, Web link, Type of LCP, Adaptation Plan name, Year of adoption, Web link, Type of LCP. 3. List of the analysed provincial mitigation and adaptation plans: Province, Province population, Integrated Mitigation and Adaptation Plan name, Year of adoption, Web link, Type of LCP, Mitigation Plan name, Year of adoption, Web link, Type LCP, CO2 and GHG (CO2eq) emission target (%, baseline year, target year), Adaptation Plan name, Year of adoption, Web link, Type of LCP, Covenant Territorial Coordinators of the Covenant of Mayors for Climate and Energy (Year of membership and number of municipalities supported). 4. List of the analysed regional mitigation and adaptation plans: Region, regional population, Integrated Mitigation and Adaptation Plan name, Year of adoption, Web link, Type of LCP, Mitigation Plan name, Year of adoption, Web link, Type LCP, CO2 and GHG (CO2eq) emission target (%, baseline year, target year), Adaptation Plan name, Year of adoption, Web link, Type of LCP, Covenant Territorial Coordinators of the Covenant of Mayors for Climate and Energy (Year of membership and number of municipalities supported), membership to the following transnational climate initiative: Paris Pledge for Action, Under2 Memorandum of Understanding.
DOI: 10.17632/mbsh6pcsnc
title: Boundary lesion vs Centered lesion with in optic nerve invasive retinoblastoma

description: We conducted a spatial proteomic analysis to delineate the heterogeneity within retinoblastoma samples exhibiting optic nerve invasion, comparing tumor boundary lesions (BL) and the center lesions (CL).
DOI: 10.17632/fwnrfccs8m
title: Raw-data of CYTOF of PBMC from AITL patients

description: Angioimmunoblastic T-cell lymphoma (AITL), an aggressive T-cell malignancy derived from follicular helper T (Tfh) cells, is characterized by systemic immune dysregulation and heterogeneous clinical outcomes despite anthracycline-based chemotherapy. Here, we perform Cytof in PBCM of AITL patients to describe peripheral immune landscapes of AITL.
DOI: 10.17632/4ddz9385xp
title: COVID-19 and its SYMPTOMS

description: This data is collected from the respondents who have got COVID-19 test either positive or negative. There are 8 fields. 7 are the symptoms of COVID-19 and 1 is the target field i.e. the result of COVID-19 test. Response from 200 respondents were collected. Dataset is in csv file format.
DOI: 10.17632/fvmdf3vphh
title: Algoritma RSA dan Penerapannya dalam Sistem Keamanan Informasi: Kajian Kompleksitas dan Implementasi

description: Algoritma RSA (Rivest-Shamir-Adleman) adalah algoritma tekstual yang banyak digunakan dalam sistem informasi untuk interpretasi dan decoding data menggunakan otoritas publik dan swasta. Hal ini didasarkan pada konsep matematika yang berkaitan dengan faktor primer dan sekunder. Meskipun merupakan solusi tekstual yang efektif, kompleksitasnya dapat menimbulkan tantangan dalam penerapannya. Artikel ini mengeksplorasi teori di balik RSA, penerapannya, dan penerapannya dalam berbagai sistem teknologi informasi, termasuk e-commerce, komunikasi data, dan perlindungan privasi. Hal ini juga mengatasi tantangan dan permasalahan terkait penggunaan, pengembangan, dan optimalisasi RSA untuk meningkatkan kinerjanya.
Kata Kunci: RSA, Kriptografi, Kunci Publik, Keamanan Data, Enkripsi, Dekripsi, Penerapan.
DOI: 10.17632/6c28y4wc6s
title: The Coupling and Coordination Relationship between Leisure Tourism and Ecological Environment

description: The Coupling and Coordination Relationship between Leisure Tourism and Ecological Environment
DOI: 10.6084/m9.figshare.20272698.v1
title: Predicted amino acid data for Apis mellifera transcriptome in gtf and fasta file formats.

description: Predicted amino acid data for <em>Apis mellifera</em> transcriptome in gtf and fasta file formats
DOI: 10.17632/hssm9bfknx
title: Data for: Formaldehyde Detection with Chemical Gas Sensors Based on WO3 Nanowires Decorated with Metal Nanoparticles under Dark Conditions and UV Light Irradiation

description: Relative changes of DC resistances of WO3 doped gas sensing layers. This data were used in the joined paper. Values of DC resistances were included in the figures of the paper.
DOI: 10.17632/jrmbps8ty5
title: Proteomic fertility markers in ram sperm

description: Sperm protein profiles
DOI: 10.17632/4fp4rnds5f
title: Fourier Transform Infra-Red databases of β-D-Glucan extracts from Mushrooms and Cereals

description: Infra-red spectra in an excel workbook consisting of frequency/absorbance pairs on a range of natural products; mushrooms, cereals.
DOI: 10.17632/chyvzb8k4x
title: ExoData: A Python package to handle large exoplanet catalogue data

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract Exoplanet science often involves using the system parameters of real exoplanets for tasks such as simulations, fitting routines, and target selection for proposals. Several exoplanet catalogues are already well established but often lack a version history and code friendly interfaces. Software that bridges the barrier between the catalogues and code enables users to improve the specific repeatability of results by facilitating the retrieval of exact system parameters used in articles results ... Title of program: ExoData Catalogue Id: AFAL_v1_0 Nature of problem Being able to use exoplanet catalogue values in code including where there may be incomplete and incorrectly formatted values. Also being able to use the whole catalogue data at once, both for user querying, visualisation and in large simulation programs. Versions of this program held in the CPC repository in Mendeley Data AFAL_v1_0; ExoData; 10.1016/j.cpc.2016.05.009
DOI: 10.17632/r74cgcp749
title: Spinal ependymoma SEER data

description: To identify the factors influencing survival of spinal ependymoma, we compiled spinal ependymoma cases diagnosed between 1973 and 2014 from the Surveillance, Epidemiology, and End Results (SEER) registry.
DOI: 10.17632/4smdgw68wg
title: Replication data and files for: "Global Drivers of Gross and Net Capital Flows"

description: This zipped folder contains the data, the codes, and a read me file describing how to reproduce all tables and figures in the paper and appendix for "Global drivers of Gross and Net Capital Flows", by J. Scott Davis, Giorgio Valente, and Eric Van Wincoop
DOI: 10.17632/7wby5jtxdm
title: decent work and employees' innovative behaviour

description: This data set is a revised version of the earlier published one entitled as V1 and V2. Several variables are dropped and the structural models are made more parsimonious. The data set contains 529 supervisor-employee dyads collected from XL, a large state holding company group with over 20 independent business units. The data is used to test the effects of Decent Work (DW) on Employees' Innovative Behaviour (EIB) through multiple mediation of Job Self-Efficacy (JSE), Intrinsic Motivation (IM), and Work Engagement (WE). SEM analysis tested that DW promotes EIB through two paths: the "expertise & self-efficacy" path and the "intrinsic motivation & engagement path". Along the former path, DW promotes EIB via mediation of JSE, with education (EDU) and company tenure (TENURE) conducive to JSE. Along the latter path, decent work promotes EIB via the serial partial mediation of IM and WE. The uploaded data set contains demographic data of the correspondents, value of each manifest items of the variable measures, and processed (e.g. by summation or average) value of variable measures. Following Farmer, Tierney, and Kung-Mcintyre (2003, p. 623), we created three manifest indicators for each latent variable by randomly assigning items to composites to reduce the parameters assessed, thus improving the ratio between sample size and estimator. Thus, for the rearranged manifest items, the letter "r" was added to the end of its variable name. In other words, items ended with "r" are inputs of SEM analysis. Along with the original dataset, we've also uploaded the data coding and major AMOS working models of the SEM analysis. Reviewers can reproduce results by directly running the models with AMOS. For quick reviewers who have not installed AMOS or feel bothered to run the software by themselves, the author also uploaded the AMOS output of hypotheses testing pasted in word documents.
DOI: 10.17632/995vjkhm68
title: Dataset and Code for iScience manuscript

description: Datasets and Code for iScience manuscript
DOI: 10.17632/zrm773znvb
title: O2 and O3 absorption cross-sections data

description: absorption cross-sections of O2 and O3 by controlling the conversion of O2 to O3 in the line-ar-absorption region.
DOI: 10.6084/m9.figshare.16654588.v1
title: ILD_meta.data_nodoublets.csv

description: Metadata file for corresponding seurat object at "https://figshare.com/articles/dataset/ILD_alldataset_population_noSCT_rds/16653148"
DOI: 10.17632/pt83brt32f
title: The impact of acute nutritional interventions on the plasma proteome - Supplementary data

description: Plasma proteomics was used to characterise the impact of caloric restriction, refeeding or oral glucose tolerance test to the physiology.
DOI: 10.17632/zv7y78twd9
title: Pressure measurements from internal/confined blast loading using C-4 charges

description: This dataset contains pressure recordings (raw data) from detonations of spherical C-4 charges inside a confined space provided by rigid steel cylinders with pressure sensors (Kulite HKS-375 (M) pressure sensors). 

Two different internal diameters were used for the rigid steel cylinders, 400 mm and 200 mm. A single test series was performed using the 400 mm cylinder, using charge sizes 50 g, 65 g, 75 g, 100 g, 150 g, 200 g, 300 g, 400 g, 500 g of C-4 with two repetitions of each. Two test series were performed on the 200 mm cylinder; 1) a series of four identical tests detonating 20 g C-4 to test repeatability, and 2) a series with charge sizes 10 g, 16 g, 20 g and 25 g with two repetitions of each, which also included additional external pressure sensors and a high-speed camera for shadowgraphy imaging. All listed charge sizes are without the detonator, which adds an equivalent of approximately 2 g to the charge. 

The dataset is divided by the steel cylinder diameter and then by test series (for the 200 mm cylinder). Included in each folder is a PDF with a sketch of the experimental setup and the positions of the pressure sensors with respect to the charge. 

A journal article presenting the results has been published in the journal "Shock Waves", and the article PDF has been added to the dataset. The article DOI link is https://doi.org/10.1007/s00193-024-01161-w and the article is open access.
DOI: 10.17632/k3vwsj4px9
title: Supplementary Tables for "Heritability of Tanning Addiction: A Twin Concordance Study"

description: Supplementary Table 1: DSM-IV-TR Responses Supplementary Table 2: Dermatologic Characteristics by Sex
DOI: 10.17632/t2y7cm69m6
title: Human body identification and verification dataset

description: My research attempts to apply object detection technology to identify individuals in a secure and reliable way. This data shows 20 individuals in warm, cold, and mixed lighting, with varying strengths and lumens. The lumens range from 326 to 865. In addition to lighting, images of the individuals were taken in multiple positions, ranging from a full left and right profile, to straight toward the camera. Each image was attempted to be taken in front of a white backdrop to provide a consistent background.
DOI: 10.17632/cncpp7zcjh
title: Integrating REBT and ACT : An intervention study for managing academic self-handicapping behaviour among young adults

description: The main objective of the research was to test the effectiveness of integrating REBT and ACT in managing academic self handicapping behaviour among young adults. The data shows the pre and post intervention scores of behavioural, claimed and overall academic self handicapping scores of the experimental and control group. The data was gathered using online survey from 26 participants who  took the Academic handicapping scale (Geethika & Gupta,2020) and were randomly assigned to the two groups.
DOI: 10.6084/m9.figshare.20422185.v2
title: MSL - OKR (Objective and Key Results)

description: This file describes a mapping study related to OKR (Objective and Key Results) and show relevant findings about the topic.
DOI: 10.6084/m9.figshare.23354159.v1
title: <strong>Data on a high electrocatalytic activity of metal-WO3 nanocomposite electrocatalysts for hydrogen evolution reaction</strong>

description: The data of this article provides information on the synthesis of metal-WO3 nanocomposites used as electrocatalysts for hydrogen evolution reaction (HER). Hydrogen can be used as an energy carrier, however, it does not typically exist by itself in nature. Therefore, hydrogen must be produced from the compounds that contain it. Water splitting via renewable energy is a promising pathway to produce hydrogen [1-5]. The important thing about this pathway is developing a catalyst to enhance water-splitting efficiency and reduce the cost of hydrogen production. Currently, WO3-based material has emerged as a good candidate catalyst for the HER [6-7]. In this work, we present a method to prepare metal-WO3 materials and analyze their characterizations and electrochemical properties. Figure 1 shows a scheme of the synthesis process of metal-WO3 nanocomposites. Figure 2 describes the different colors of the reactors before and after the synthesis. Figure 3 and Figure 4 present the morphology and structure of metal-WO3 nanocomposites by SEM and TEM images. Figure 5 supplies the survey XPS spectra taken from metal-WO3 material to disclose the electronic structure of metal-WO3 nanocomposites by using the XPS spectra. Table 1 indicates the detailed values of the electrochemical performance of metal-WO3 catalysts in the acidic electrolyte during the hydrogen evolution reaction (HER) process. The metal-WO3 catalysts were prepared as can be seen in Figure 1. The change of colors of reactors as shown in Figure 2 suggests that metal-WO3 catalysts were successfully synthesized. The SEM and TEM images show that metal nanoparticles (Pd, Au, Ru, Ni, and Rh) deposited on WO3 nanosheets as can be seen in Figure 3 and Figure 4. Figure 5 is the XPS survey of the Rh-WO3 sample and other metal-WO3 samples. The deconvolution of the Rh peak attributed to metallic Rh at 531 eV and 532.4 eV, confirmed that the Rh nanoparticle was successfully on WO3 nanosheets [1]. Then the metal-WO3 catalysts were measured HER performance following the method from previous work [8]. The role of the hydrogen spillover effect on the HER activity was proved by measuring the HER performance of prepared metal-WO3 catalysts and comparing it with metal catalysts without WO3 in previous work [9-16]. As a result, metal-WO3 catalysts exhibit excellent HER activity with only 5wt% of metal deposited on WO3 nanosheets. The overpotential values of 456, 273, 141, 192, and 48 mV to obtain a current density of 10 mA.cm-2 in the acidic electrolyte for Ni-WO3, Au-WO3, Pd-WO3, Ru-WO3, and Rh-WO3; respectively. Especially, Rh-WO3 (5wt% of Rh) displayed excellent HER activity with the overpotential value of 48 mV compared with that of the commercial Pt/C (20wt% of Pt) due to the effect of hydrogen spillover on WO3 [1, 6, 7]. Therefore, the low loading of metal combined with the hydrogen spillover effect can be a promising strategy to develop HER catalysts for water splitting to produce sustainable hydrogen.