cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nd2tc5bykb
title: Original TEM and EELS data for "Discovery of sub-microscopic magnetite crystals in the Chang’E-5 lunar fines ".

description: Original TEM and EELS data for maunscript entitled "Discovery of sub-microscopic magnetite crystals in the Chang’E-5 lunar fines ".
DOI: 10.17632/rrcbysz6b9
title: High-temperature and high strain rates uniaxial tension tests for thermoset based structural adhesive Henkel Teroson EP5089

description: The attached data contains the stress-strain curves obtained by the uniaxial tension test performed on Henkel Teroson EP5089. The tests were performed at a range of temperature (20C to 120C) and varying strain rates (SR0.0001 to SR0.1).
DOI: 10.17632/j4zhwgg4fk
title: Sleep quality assessment in Fitness Functional Athletes: A Cross-sectional Study

description: Introduction: Functional fitness is an intense sport that requires adequate recovery, with sleep playing a critical role in recovery. Factors such as training load and caffeine consumption may affect sleep quality, but few studies have examined these aspects simultaneously. Objective: To describe the quality and quantity of sleep in Fitness Functional athletes, considering training load and caffeine consumption. Method: Cross-sectional and descriptive study of male functional fitness athletes (18 to 35 years old). Sociodemographic data, sleep quality (Pittsburgh Sleep Quality Index - PSQI), training load and food consumption patterns were collected during the transmutation phase using an online form. Results: Of the 20 included athletes, 85% reported good or very good subjective sleep quality, but 90% had poor sleep quality according to the total PSQI score. In addition, 30% of participants reported sleeping less than 7 hours per night and low consumption of caffeinated beverages and energy supplements. Conclusion: Although athletes reported good subjective sleep quality, the objective assessment (PSQI) showed poor quality that was not related to caffeine or supplement consumption. The high energy demands of sport may negatively affect sleep, with resting times below international recommendations.
DOI: 10.17632/7fvk78fgv4
title: Data Panel Regression Flypaper Effect in New Regional Autonomy

description: List of last research about Data Panel Regression, Flypaper Effect and Indonesia Regulation.
DOI: 10.15468/dl.sh4ra8
title: Occurrence Download

description: A dataset containing 123927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Genista tinctoria L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 123927 records from 1164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012871-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wchnx7fb2g
title: Data for: Marine Debris Visual Identification Assessment

description: Marine Debris Visual Identification Assessment Raw Data
DOI: 10.17632/dby8p52cyt
title: Settling and rising velocities of microplastics: Laboratory experiments and lattice Boltzmann modeling

description: This dataset includes supplementary data for the experimental and modeling results of the setlling velocites of microplastics. The .doc file contains 8 tables.
DOI: 10.17632/cwvgxbvw4f
title: Data For: Stochastic home health care routing and scheduling problem with multiple synchronized services

description: The test instances have been randomly generated using the benchmark instances from Mankowska et al. (2014). Two sets of instances are generated; single services SS and multiple synchronized services MSS, each one contains 3 subsets with different sizes.
DOI: 10.17632/zbf9zrtdhz
title: Human carbon cycle calculations

description: Excel file with the carbon-cycle calculations used for the publication: The True Carbon Cycle for Human CO2
DOI: 10.17632/wgydvkcw2v
title: Complete Mitochondrial Genome - Dimorphostylis asiatica

description: The complete mitogenome sequence of hooded shrimp, Dimorphostylis asiatica is determined for the first time in this study.
DOI: 10.6084/m9.figshare.28138553.v2
title: KASPA dataset

description: Analysis of transaction fees in DAG Kaspa blockchain. Dataset with information of blocks and transactions retrieved from SW specifically developed for this purpose
DOI: 10.17632/t9r56fh5hm
title: ADAM-HA: Arabic DAtaset for Matn-based Hadith Authentication

description: ADAM-HA (Arabic DAtaset for Matn-based Hadith Authentication) is a new dataset for the field of hadith authentication in the Classical Arabic language. The ADAM-HA dataset is a Matn-based database that consists of a large collection of hadiths, labelled with their authenticity status. This dataset can be used for hadiths classification (accepted / rejected) using NLP and AI techniques. It contains more than 109,900 records collected from hadith books and scraped from web pages.
DOI: 10.17632/4x3vgsckyh
title: Data for: 3468055

description: transcription of the presidential debate
DOI: 10.17632/cnwdsb8hdn
title: Spatially Explicit database on crop-livestock management, soil, climate, greenhouse gas emissions and mitigation potential in Bangladesh

description: This data article provides spatially explicit management information on crop-livestock production management together with greenhouse gas (GHG) emissions and mitigation potential at various jurisdiction level. We collected crop and livestock management data and associated soil and climatic data from varieity of primary and secondary sources outlined below in methodology. The datafiles on crops and livestocks contain information on crop-livestock management, soil and climatic conditions and model output in terms of three greenhouse gases (CO2, CH4 and N2O) and global warming potential. The datafiles on mitigation potential contain district-level annual GHG mitigation potential by 2030 and 2050 segregated by different crops/livestock types and mitigation options. This unique dataset is useful for Bangladesh’s GHG accounting from agricultural sector and to update its nationally determined contributions. Jurisdiction-wise emissions and mitigation potential segregated by crop-livestock types and mitigation options is useful to prioritize agricultural research and development interventions at jurisdiction level consistent with their food production and GHG mitigation goal. The crop data files i.e. “Crop_Baseline_2014-15.csv”, “Crop_BAU2030.csv”, “Crop_BAU2050.csv”, “Crop_MITI2030.csv” and “Crop_MITI2050.csv” contains plot-level information on crop management, soil and climatic conditions and model output in terms of three greenhouse gases (CO2, CH4 and N2O) and global warming potential. In these files, columns “A” to “BZ” contain plot-level information on specific crop management practices, soil and climatic conditions. Column “CA” onward in these file contain information about emission of individual GHGs and global warming potential (GWP). The livestock data file i.e. “Livestock.csv” contains input and output data related to livestock. This data file contains information on livestock numbers at district level segregated by livestock type, breed, age, sex and management system. It also contains data on GHG arising from enteric fermentation and manure management, GHG mitigation potential of various mitigation options and total annual mitigation potential by 2030 and 2050. The data files on mitigation potential by options i.e. “Mitigation_options&potential_2030.csv” and “Mitigation_options&potential_2050.csv” contain district-level annual GHG mitigation potential and associated abatement cost for different mitigation options, by 2030 and 2050, respectively. Similarly, data files on mitigation potential by crop/livestock type i.e. “Mitigation_potential_by_crop&livestock_type_2030.csv” and “Mitigation_potential_by_crop&livestock_type_2030.csv” contains district level annual GHG mitigation potential by each crop and livestock categories together with 95% margin of error. These files also contains crop, livestock and crop-livestock total annual mitigation potential by districts.
DOI: 10.17632/w4d49nkm5n
title: Thompson et al. 2024., ER Aggregation Causes Synaptic Protein Imbalance in Retinitis Pigmentosa Mutant Photoreceptor Neurons: Original Graph Data

description: Original data files corresponding to the graphs in the preprint manuscript:
ER Aggregation Causes Synaptic Protein Imbalance in Retinitis Pigmentosa Mutant Photoreceptor Neurons
Samantha Thompson, Sophie M Crowder, Maryam Hekmatara, Emily R Sechrest, Wen-Tao Deng, Michael A Robichaux
bioRxiv 2024.10.18.619115; doi: https://doi.org/10.1101/2024.10.18.619115
DOI: 10.17632/49m44md4ph
title: CIMBA: Fast Monte Carlo generation using cubic interpolation

description: Monte Carlo generation of high energy particle collisions is a critical tool for both theoretical and experimental particle physics, connecting perturbative calculations to phenomenological models, and theory predictions to full detector simulation. The generation of minimum bias events can be particularly computationally expensive, where non-perturbative effects play an important role and specific processes and fiducial regions can no longer be well defined. In particular scenarios, particle guns can be used to quickly sample kinematics for single particles produced in minimum bias events. CIMBA (Cubic Interpolation for Minimum Bias Approximation) provides a comprehensive package to smoothly sample predefined kinematic grids, from any general purpose Monte Carlo generator, for all particles produced in minimum bias events. These grids are provided for a number of beam configurations including those of the Large Hadron Collider.
DOI: 10.6084/m9.figshare.12302387.v1
title: Open chromatin regions in nuclei from human fetal frontal cortex

description: Data generated through ATAC-seq on nuclei isolated from the frontal cortex of 3 human fetuses aged 16, 18 and 19 post-conception weeks (obtained from the MRC- Wellcome Trust Human Developmental Biology Resource [HDBR]). Assays performed on unselected (bulk) nuclei and nuclei selected for either positive or negative staining for NeuN by fluorescence-activated nuclei sorting (FANS).<br>High confidence open chromatin regions (OCRs) in bulk fetal frontal cortex were determined by merging all technical and biological replicates and selecting peaks overlapping FDR &lt; 0.01 peaks observed in at least 2 of the 3 biological replicates. High confidence OCRs in NeuN+ and NeuN- were determined by merging all technical and biological replicates and selecting FDR &lt; 0.01 peaks that overlapped with the bulk annotation.<br>OCR coordinates given according to the Genome Reference Consortium Human Build 37 (GRCh37) / hg19.<br><br>Files:<br>OCRs bulk fetal frontal cortex<br>OCRs fetal frontal cortex NeuN-OCRs fetal frontal cortex NeuN+<br><br>
DOI: 10.17632/pp22s4jnwm
title: Cormerais et al - full blots

description: Full blots from Cormerais et al. - AKT-mediated phosphorylation of TSC2 controls stimulus- and tissue-specific mTORC1 signaling and organ growth
DOI: 10.17632/ctm7vvpp7n
title: International Panel Data Analysis of the Effect of Digitalization on Economic Growth

description: The effect of digitalization on economic growth is examined with reference to a cobb-Douglas production function. So, the dependent variable is the economic growth measured by the Gross Domestic Product per capita measured at 2015 constant US dollars.
To reproduce the digitalization, we consider four indicators which are :
1. Number of fixe subscriptions (per 100 people)
2. Number of mobile cellular subscriptions (per 100 people)
3. Number of broadband subscriptions (per 100 people)
4. Number of individuals using the internet (%of population)
5. Digitalization level as obtained by applying a PCA 
 Moreover, we include several macro-economic variables as control variables which affect the relationship between Digitalization and economic growth:
6. Investment measured by gross fixed capital formation (as percentage of GDP).
7. Trade openness which is a country’s trade volume used as a proxy for the degree of openness of a country’s economy (as percentage of GDP) and which is measured as the sum of imports and exports.
8. Labor force which is the total of labor force participation rate.
9. Inflation is measured by the consumer price index (%).
10. Population
11. Consumption is the government consumption expenditure for goods and services (as a percentage of GDP).
DOI: 10.17632/w9nk4mvgbb
title: EEG Dataset Collected During Energy Data Visualization Stimuli Presentation (EDAVIS)

description: User behavior has a significant impact on household energy consumption. Though researchers use a variety of methods to investigate user behavior, the solutions for evaluating user behavior are limited. This article presents an open-access electroencephalography (EEG) dataset that contains EEG data from individuals stimulated by energy data visualizations. The dataset includes 28 healthy participants' 6-channel EEG recordings. A 32-channel EMOTIV EEG device is utilized to acquire EEG signals, and an international 10-20 electrode system is employed to place electrodes. The stimuli are created and presented using PsychoPy software. Through the use of a self-assessment manikin (SAM), participants rate the valence and arousal of each stimulus to determine their affective state for that stimulus. Additionally, three questions are asked for each stimulus. The dataset includes original data visualizations and ratings. To facilitate analysis, the raw EEG data is segmented into data visualizations and neutral images using event markers. Using the EMOTIVPro application, EEG recordings are directly saved, and the PsychoPy application is used to store subjective responses. Artificial EEG data is also produced using Generative Adversarial Networks (GANs) for the enhancement of data size and classification performances. This dataset suggests a novel application of EEG research and offers a helpful starting point for researchers in the fields of computer science, energy efficiency, artificial intelligence, brain-computer interfaces, and human-computer interaction.
DOI: 10.17632/3x9z4rwdrw
title: Identification of the resistance mechanism to CDK4/6 inhibition and novel overcoming combination therapy with RNR inhibition for chemo-resistant bladder cancer

description: The identification of 42 down-regulated protein candidates in treated T24 cells and 46 in RT112 cells compared to the PBS control with 18 overlapping proteins (Supplementary Table S1); At the different time points, 2596, 3674 and 1994 genes were identified as differentially expressed genes (DEGs) (Supplementary Table S2, 3, 4); Identified activation of enormous genes that may confer acquired resistance to CDK4/6 inhibition after 7 days of CDK4/6 inhibition by a CRISPR-dCas9 activation functional genomics analysis, to further narrow down the functional candidates, we applied LFC＞1 and FDR＜0.001 and identified 365 potential candidates in this study (Supplementary Table S5); To further investigate the potential biological interaction network of RRM2 in clinical bladder cancer specimen, we inquired RRM2 in the TCGA cohorts for mRNA co-expression. Through this analysis, we identified the top 10 correlated genes: KIF18B, SKA3, FANCA, MYBL2, CENPA, FAM72B, IQGAP3, E2F1, FAM72D and CDT1 ranked by Spearman's Correlation (Supplementary Table S6); The informaton of prospectively collected 20 MIBC bladder cancer specimens from patients who received radical cystectomy in our hospital. Patients were divided into 3 subgroups according to therapy naïve, chemotherapy responsive and chemotherapy resistance (Supplementary Table S7)
DOI: 10.17632/p5bwt57y88
title: Replication Data for AJAE Manuscript: Broadband Internet Speed Upgrades and the Farmland Market: A Shift-Share Instrumental Variable Approach

description: This dataset includes replication materials associated with the manuscript titled "Broadband Internet Speed Upgrades and the Farmland Market: A Shift-Share Instrumental Variable Approach," authored by Xiaorui Qu, Qinan Lu*, Minghao Li, and Wendong Zhang. The package allows interested readers and researchers to replicate all the main results and tables presented in the paper. The materials include data (where permissible), data processing scripts, regression code, and detailed instructions for use.
DOI: 10.17632/ztznrhmsvh
title: Experimental values of Tara Gum, Glycerol and Orange Peel biofilms

description: Description:
This dataset supports the research article titled “Mechanical Characteristics of Tara Gum/Orange Peel films influenced by the synergical effect on the rheological properties of the film forming solutions”.

Research hypothesis:
The hypothesis of this study is that the synergistic effects in the rheological behavior of mixtures (tara gum, glycerol and orange peel extract) influence the mechanical performance of the resulting biodegradable films.

What the data shows:
The dataset contains rheological parameters of film-forming solutions, mechanical properties (tensile strength, elongation at break and Young’s Modulus), water vapor permeability, solubility values, and FTIR spectra of the films. The results reveal significant correlations between the viscoelastic behavior of the solutions and the mechanical strength of the films.

Notable findings:
The results demonstrated a strong correlation (R² = 0.840) between the storage modulus (G′) and Young’s modulus of the films, indicating that solutions with greater internal cohesion led to stiffer, more structurally consistent films. The synergy between tara gum (TG) and orange peel powder (OP) was key to optimizing the polymeric matrix: TG contributed to stiffness and mechanical reinforcement, while OP enhanced structural cohesion and stability. Glycerol (GL) acted as a plasticizer, increasing flexibility but reducing stiffness.

How the data can be interpreted:
The dataset includes the raw data obtained from the experimental work. Specific details about the experimental conditions—such as formulation ratios, temperatures, drying methods, and equipment—are fully described in the associated research article. This data can be used for further analysis, replication studies, or for comparison in research focused on biopolymer films and their structure–property relationships.
This dataset was generated in 2024 at Universidad Nacional de San Agustín de Arequipa - Perú, and is openly shared to promote transparency and reproducibility in sustainable materials research.
DOI: 10.17632/ztg463ft2j
title: Transcripción entrevistas Tesis Doctoral: Territorio, Estado y Desarrollo en Panamá. Territorialización de las políticas públicas como estrategia de desarrollo.

description: En el documento se transcriben las entrevistas en profundidad realizadas en el marco de la investigación de la Tesis Doctoral, Territorio, Estado y Desarrollo en Panamá. Territorialización de las políticas públicas como estrategia de desarrollo. Los actores entrevistados han tenido responsabilidades de Estado, han participado en procesos históricos como las negociaciones de los Tratados Torrijos Carter, en los que se estableció la entrega de la administración del Canal de Panamá y el cierre de todas las bases militares estadounidenses en territorio panameño, así como puestos de relevancia en organismos internacionales entre los que podemos mencionar la Vicepresidencia del Banco Mundial en el período (1978-1984). En total se realizaron 25 entrevistas en profundidad que tuvieron lugar durante el período comprendido entre enero de 2017 a enero de 2020. Los informantes fueron anonimizados para garantizar la confidencialidad y la información de las entrevistas fue transcrita en su totalidad.
DOI: 10.17632/dcrj8694c8
title: Eastside, Charleston, SC heat study

description: Kestrel 5400 heat stress tracker data. See Curtis et al. (2025) for more information. The handheld instruments are portable, rugged, and calculate WBGT with direct measurements of wind speed, temperature, globe temperature, relative humidity, and pressure. The Kestrel manual reports accuracy as ±0.7°C and suggests that WBGT could be abnormally high if no wind is present because air temperature is measured in direct sunlight.
DOI: 10.17632/fv4czz9zkg
title: Combining Neural Network and Genetic Algorithm for Predicting the Churn of Bank Customers

description: This research proposes a hybrid model based on an artificial neural network and genetic algorithm to predict bank customer churn. After describing the details of data preprocessing, we present the proposed method with two variants. We compare it with state-of-the-art techniques such as the Support Vector Method (SVM), K-nearest Neighbours (KNN), Random Forest, and Logistic Regression. We also thoroughly analyze parameter settings to obtain the best neural network structure. For this purpose, we examine the effect of changing the number of neurons, the number of layers, and the network weights.
DOI: 10.17632/gvpmbd47hv
title: disparity _dataset

description: The data in this study includes information on income disparities, investment, labor force, science and technology, and education in six provinces (Banten, DKI Jakarta, West Java, Central Java, DI Yogyakarta, and East Java) in Java Island, Indonesia.  Income disparity is calculated using the Williamson Index.  Data Extracted from the Statistics Indonesia database listed on the website: https://www.bps.go.id
DOI: 10.17632/shd3wcczsr
title: Mathematical modelling for the optimization of cellulase production
DOI: 10.17632/234yvmkcys
title: Blood Stain Pattern Data Set (BSPDS)

description: This dataset comprises 24 videos for 7 Categories of Blood Stain Pattern (BSP). These categories belongs to the blood stain pattern recognition. They are named “Plexiglas with fingers”, “Plexiglas with a finger”, “Plexiglas with a finger after 30 seconds”, “Plexiglas with a finger after 90 seconds”, “Plexiglas with a finger after 240 seconds”, “Plexiglas with a paper towel” and “Plexiglas with paper towel after 90 seconds”
DOI: 10.17632/5dmd43fnvh
title: Pflueger1980s_replication_files

description: This folder contains the full replication code for "Back to the 1980s or Not? The Drivers of Inflation and Real Risks in Treasury Bonds" by Carolin Pflueger (JFE, 2025). Detailed code instructions are contained in a separate ReadMe file in this folder (Readme_1980s_paper_CP).
DOI: 10.17632/css895mcyk
title: Face, object, scene, and voice processing tests - stimuli and trial files

description: This repository holds stimuli and trial files for tests that were run with acquired prosopagnosics to determine if their
DOI: 10.17632/jszd6bwvtw
title: Nuclear sensing of mitochondrial DNA breaks enhances immune surveillance

description: All data included in manuscript: Tigano et al., 2021. Nuclear sensing of mitochondrial DNA breaks enhances immune surveillance
DOI: 10.17632/n92996yz3m
title: Data for: Spectrum Sensing with a Parallel Algorithm for Cyclostationary Feature Extraction

description: Cyclostationary feature detection is one of the most common methods used in spectrum sensing. The parallel algorithm presented here can be used in multi-core processors to speedup the execution time. The implementation uses OpenMP and the Fastest Fourier Transform in the West (a efficient Fourier transform method).
DOI: 10.17632/z69zs69mpg
title: Supplementary Online Material: A new experimental methodology for assessing adhesive properties shows that Neandertals used the most suitable material available

description: Rheology temperature and frequency sweeps, TGA, and Vickers hardness measurements of replica Paleolithic adhesives made of birch bark tar, pine resin, ochre, and beeswax. Full details can be found in the methods section of the paper "A new experimental methodology for assessing adhesive material properties shows that Neandertals used the most suitable material available".