cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6s6jdkjyng
title: EEG procrastination

description: The present study applies encephalography (EEG) to examine the neural nature of procrastination.
Concerning the development of the paradigm of modern EEG research, we assume the relationship of procrastination with a separate memory subsystem, which stores information about life events and intentions for future actions. This type of memory has been called prospective memory instead of classical retrospective memory (Ericson, 2017).
In developing this study, we suggest different tasks combining two types of linguistic stimuli: task giving an access to working memory and task activating prospective memory. We suggested two tasks to the subjects simultaneously. Moreover, prospective stimuli included perceptual stimulus (Raskin et al., 2011) and semantic stimulus (West, 2008; Crystal & Wilson, 2015). The current study aims to is to examine the brain activity of individuals with different levels of procrastination. The study applies EEG data analysis with different levels of linguistic stimuli complexity (letter and semantic word), allowing to change the cognitive load and register the electrical activity of the cerebral cortex while performing tasks with two different stimuli: perceptual and semantic.
DOI: 10.17632/rtv4bf8br6
title: Coupled deglycosylation-ubiquitination cascade in regulating PD-1 degradation by MDM2. Wu et al.

description: This dataset contains the raw data of all images and all quantitative/statistical analyses.
DOI: 10.57931/2563186
title: Extending Shared Socioeconomic Pathways to Future Water Supply In-frastructure Scenarios: A Case Study of San Antonio, TX

description: Datasets supporting findings and visualization behind Okoye and McManamay (2025) Extending Shared Socioeconomic Pathways to Future Water Supply Infrastructure Scenarios: A Case Study of San Antonio, TX. Environmental Research Communications, DOI: 10.57931/2563186 These datasets contains the results of a site selection analysis for municipal water supply planning across multiple Shared Socioeconomic Pathways (SSPs 1–5) and hard scenario classification of water systems in San Antonio, TX. It includes data at the resolution of individual surface water supply sources (COMIDs) and integrates a wide range of hydrologic, socioeconomic, infrastructural, and scenario-based planning variables. Please refer to the README file provided in Files for more details. Descriptions of the datasets are provided below. Dataset(s) Descriptions: Dataset_SSP1_SSP4.xlsx - Contains data used for site selection optimization under SSP1 to SSP4. This dataset was generated based on multi-indicator computations (e.g., WAI, WQI, ERI, WTC, WIC), scenario demand projections, and resource and spatial constraints, excluding new reservoir values. Dataset_SSP5.xlsx - Used for site optimization under SSP5. Unlike Dataset_SSP1_SSP4, this dataset includes new reservoir features with updated calculations of WAI, WTC, and WIC to reflect the added infrastructure and supply potential. hard_classification.xlsx - Provides the scenario classification output for each site. Includes both the initial scenario classification based on Euclidean Distance and adjusted classifications based on 30% change reduction BAU.zip - Zipped folder of .shp files showing spatially optimized water supply sites per SSP under the Business-As-Usual (BAU) water demand strategy LowGW.zip - Zipped folder of .shp files showing optimized site selections under the Low Groundwater strategy
DOI: 10.17632/nd2bhknz5t
title: Global overview of environmental enrichment studies: what has been done and future directions.

description: Sicntometric data about environmental enrichment for captive animals, from 2005 to 2021
DOI: 10.17632/nk52rnpy36
title: Community-Based Tourism Center at Durgasagar, Barisal

description: Barishal Division is one of the eight administrative divisions of Bangladesh. Located in the south-central 
part of the country. It is one of the oldest municipalities and river ports in the country. Barisal 
municipality was established in the year 1876 during British rule in India and upgraded to City 
Corporation on 25 July 2002.Barisal division is crisscrossed by numerous rivers that earned it the 
nickname ধান-নদী-খাল এই তিনন ব্তিশাল (Dhan-Nodi-Khal-ei tin a Barisal).(khan,2014,p.28)It is situated 
along the Kirtankhola river. Along with the river, Barisal is also famous for various natural beauty, tourist 
spots, and historical sites. It is home to various mosques, temples, historical zamindar bari, and natural 
beauty spots. Apart from this, the local architecture of Barisal is very unique, unfortunately, it's almost 
extinct now. Several historical monuments and tourist spots of Barisal are getting lost day by day due 
to a lack of preservation. As a result, people from other divisions are not getting proper information 
about Barisal and are not aware of its rich culture, customs, and traditional values. Recently with the 
development of connectivity by Padma Bridge, it has become easier to reach Barisal from any part of 
the country. Among the tourist spot of Barisal, Durgasagore is one of the oldest and most popular spots
which has a great heritage value. It was excavated in 1780 by Rani Durgabati, mother of Raja Joy 
Narayan. At present, the spot serves as a public lake park with some amenities but it is not adequate 
as tourists are increasing every day and the site has the potential for a community-based tourism hub 
of Barisal to support the local community and preserve culture and the natural and architectural 
heritage of Barisal.
DOI: 10.17632/j4cpcr4wc3
title: Human Intravenous Immunoglobulin Alleviates Neuropathic Symptoms in a Rat Model of Paclitaxel-Induced Peripheral Neurotoxicity
DOI: 10.17632/mjfv43zgtv
title:  All original wav files that were used in the study

description:  Files description:
1. phrase.rar- Examples for original wav files. All wav files can be found in Prat et al. Scientific data 2017
2.- 326 sentences.txt - The 512-dimensions encodings of the 326 annotated sequences used in the study. Context and individual appear the the beginning of each sequence 
3. encodings.csv - The encodings of all individual syllables (>28,000) used to train the VAE
4. realanno - The context annotations of all individual syllables
DOI: 10.17632/rcx3mcssnx
title: Gene Targets and Pre-validation results for CRISPR Cas-9 editng of hydrogenase genes in Rhodobacter johrii isolate MAY2

description: This dataset contain gene sequences for the small and large sub-unit of uptake hydrogenase found in Rhodobacter johrii obtained through whoke genome sequencing. Moreover, it contains gRNA and primer sequences to target these genes for manipulation. Additionally, this contains in-vitro cleavage assay results pre-validating the gRNA sequence as effective in cleaving the target genes as well as the ability of the primers to amplify the genes.
DOI: 10.17632/sv3xns3xt5
title: Data for: Habitat mapping in the European Seas - is it fit for purpose in the marine restoration agenda?

description: The complete dataset, a total of 580 map records, supporting these analyses, is provided as supplemental material in the form of an excel spreadsheet. Each record contains information on habitat type, habitat features, species, depth, site location, region, regional sea, degradation, info on recovery/restoration potential, management/restoration suggestions, main activities and pressures, map source, source link, references, and comments.
DOI: 10.17632/xbphjxbk9p
title: Dataset on the questionnaire-based survey of the Perceived risk scale of COVID-19 infection and Contact lens (CL) wearers.

description: The data set presents data collected by an online questionnaire, applying closed-ended question types (multiple-choice, Likert scale ) and Question Skip Logic. The questionnaire was designed to collect accurate and representative quantitative data. The steps followed to collect and manage data were, the definition of the objectives of the study, questionnaire design, questionnaire pilot testing (validity, reliability, repeatability), data administration and results interpretation. This descriptive survey employed online data collection using an anonymized web-based questionnaire hosted on “SurveyMonkey” Europe, Dublin, Ireland. The questionnaire was developed by the authors and further reviewed by a group of contact lens (CL) wearers to make a certain understanding and manage the questions with the required time to complete it. The questionnaire was made available via an online link on social networks from 28/09/2020 to 11/10/2020. The survey included 1676 participants, 1037 were CL users and completed the online questionnaire. Of them, 76.7% (795) are female and 23.3% (242) male. The questionnaire was organized into general demographic information (age, gender, education level and geographical area of habitation), basic questions related to CL history (i.e. type and modality of CL, wearing time per day or contact lens experience), the perceived risk of infection due to CL wear during the pandemic and CL wear or limited use during the pandemic, with a total of 22 questions and maximum completion time 4 minutes. All data were exported to Excel spreadsheets (Microsoft Excel, Microsoft Corporation, Redmont, WA, USA). Only the completed questionnaires were used in the analyses. Data were analyzed using the Statistical Package for Social Sciences (SPSS) software version24 (International Business Machine Corp. IBM, Chicago, IL, USA). The data can be used to understand the relationship between the perceived risk scale of Covid-19 infection and contact lens (CL), the potential effect of the pandemic in the consuming behavior of CL wearers, to draft a survey strategy and design, to verify results, etc. Value of the Data • The data can be used to analyse, describe and understand the contact lens users profile. More specific to record, consuming behaviour, adaptation, perception scale of infection under unusual conditions (for example Covid-19 pandemic) e.tc • The data set concern and can be utilized by researchers and scientists in the fields of public health, public economy and marketing. • The data can be used in further research in different countries and regions, draft a survey strategy and design, compare and verify results, record and predict significant or not correlations • The questionnaire can be used with the same structure or in variations as a useful data collection tool for similar research in different scientific fields.
DOI: 10.17632/hn9c2cdh83
title: Data for: Comparative Meta-Analysis of Feline Leukemia Virus and Feline Immunodeficiency Virus Seroprevalence Correlated with GDP Per Capita Around the Globe

description: This dataset includes the data pulled from the papers cited in my manuscript.
DOI: 10.17632/n78399cwbj
title: Data for: Stable chromium isotope fractionation during magmatic differentiation: Insights from Hawaiian basalts and implications for planetary redox conditions

description: Chromium isotope composition relative to NIST SRM979 of Hawaiian basalts performed by TIMS at DTM.
DOI: 10.6084/m9.figshare.14905236.v1
title: Soil biodiversity - Ecosystem stability

description: Dataset from Liu et al.
DOI: 10.17632/vzfr3tbnh3
title: Biogeochemical cycling of trace metals during the green tide alga bloom

description: To investigate the data of trace metals and basic physicochemical parameters during green tide algal blooms
DOI: 10.17632/57djf67kx6
title: Toxicity evaluation Reports of engineered Salmonella SGN1in Sprague Dawley Rats and Beagle Dogs

description: Methods S1&S2:Toxicity evaluation of SGN1 via Intravenous Injection in Sprague Dawley Rats and Beagle Dogs (related to STAR Methods).
DOI: 10.17632/vk8vy7ghnf
title: Benchmarking matrix self-cross-products, using R and Python functions

description: Runtime and memory usage of matrix self-cross-products recorded for matrices with 40,000 elements and different dimensions. Native R functions %*% and crossprod, numpy in Python, and two user-defined functions in R and Python were compared.
DOI: 10.6084/m9.figshare.26972767.v1
title: Raw IMC files associated with Liegeois et al.

description: This project repository includes the codes and files used in the manuscript: Liegeois et al. "<b>Cellular and molecular features of asthma mucus plugs provide clues about their formation and persistence</b>".
DOI: 10.17632/kjjwvsc8pn
title: 2024_MD_Lazareva

description: This dataset is used in Master thesis on topic "The impact of upholding environmental, social and governance principles on the market value of capital-intensive companies". The full dataset consits data on Public american companies included in S&P 500 index, traded on the New York Stock Exchange. There are data on ESG-score and its components (E, S, G), as well as components of Envitonmental pillar score. Additionaly dataset includes financial data, like market capitalization, leverage, ROCE, Capex and etc. The main sources of data are Thomson Reuters Eikon and Bloomberg terminals, along with Form 10-k by SEC. The final sample consists of 52 capital-intensive companies, time horizon: 2012-2021 [520 observations in total].
DOI: 10.17632/9j7wm22cgn
title: Py-Conjugated: Quantitative Morphology Data for Organic Photovoltaics

description: This dataset contains 3 sub-sets of data, all of which describe a series of P3HT:PCBM OPV cells that have received different thermal annealing treatments. By annealing to alter the morphology of the thin films in this well-studied system, a workflow for extracting, reporting, and applying machine learning to quantitative morphology data are validated. The subsets of data are: 1) A .csv containing the extracted and distilled quantitative morphology descriptors for each of the 3 phases in the P3HT:PCBM bulk heterojunction (polymer-rich, fullerene-rich, and mixed) 2) A directory that contains .npy files of the m2py (10.1021/acs.jcim.0c00308) labeled morphologies of the OPV active layers. These are used to generate subset #1 3) A directory that contains the cleaned .npy files containing fast force-distance microscopy images of the OPV active layers. These are used to generate subset #2 Also contained in this dataset are .csv files that list the train-test split used in machine learning model training/validation.
DOI: 10.6084/m9.figshare.14679501.v7
title: CARELS: Community-based Action Research for Eradication of leprosy Stigma

description: layman summary:<br>It is we known social stigma has been the major contributor to leprosy disease burden. Based on our earlier research which revealed knowledge is not adequate to change the peoples' attitudes and the available literature argues that no program can succeed unless community owns the responsibility, we hypothesised that assigning the responsibility of stigma reduction to community is ultimate stretegy. Inorder to test this hypothesis a action research was tken up with specific objectives to facilitte community towards formulating a plan of action which can be implemented by them and will be effective to solve the leprosy stigma problem in their specific village. TLM Research and Ethics Committee provided ethical clearance for the study.After rapport establishment with village leaders and other influential persons common village meetings were organized, explained of the purpose of the research and taken their consent. After formal FGDs and informal discussions among themselves they all came to a concussion that formation of a village committee named as 'Stigma Reduction Organizing Committee(SROC)' specifically for stigma reduction. SROC is responsible for design and implement community action essentially to take up the things forward by the community under the facilitation of the research project. Executive summary of the l project along with highlights of the activities designed and implemented by SROC in brief and the conclusions are resented thin this document
DOI: 10.17632/kr8tvtdyt3
title: Physical modeling of bank migration in an S-shaped channel

description: In 2004, the Versuchsanstalt Obernach, part of the Technische Universität München, conducted two experiments investigating bank migration in an S-shaped channel based on the geometry of the Isar River between Plattling and its confluence with the Danube. The data from the two experiments (K1 and K2) are explained in the file 'Physical Modelling of Bank Migration in an S-Shaped Channel.pdf.' Additionally, the repository also contains the report describing the model results, the appendix, and a publication about river widening, which mentions the physical model tests.
DOI: 10.17632/g2xcwt3br4
title: xyz_main_structures

description: optimized xyz coordinates of main structures
DOI: 10.17632/p8dsgz5n4g
title: CDFTPY: A python package for performing classical density functional theory calculations for molecular liquids

description: Classical density functional theory (CDFT) provides a rigorous theoretical framework for the statistical mechanics based analysis of many-body systems. This approach has proven to be successful in simulations of mono-atomic, i.e. simple liquids, and there is an ongoing theoretical effort in extending it to more complex polyatomic, molecular liquid systems. Sharing these developments in the form of open-source and easily accessible codes could greatly benefit these efforts. In this work, we present python-based CDFT code that contains both conventional Reference Interaction Site Model (RISM) and recently developed renormalized site density theory (RSDFT) approach. The current implementation is focused on ion solvation - the problem of both fundamental and practical importance. It allows the calculation of individual ions as well as comparative analysis across a range of interaction parameters.
DOI: 10.6084/m9.figshare.28208480.v1
title: Understanding Cognitive Load Dynamics in Real-World Wayfinding

description: Linear mixed-effects (LME) model data for understanding cognitive load dynamics in real-world wayfinding.
DOI: 10.17632/pvz4y5xjwt
title: Comprehensive mapping and compositional analysis of the Alca obsidian source, Peru: Datasets and Supplementary Materials

description: The data archive includes compositional and geographic data for geologic samples from the Alca obsidian source in the Peruvian Andes. Compositional data for geologic samples from six other Peruvian obsidian sources are also included.

Tables S1-S4 provide data for samples in csv format: Table S1 neutron activation analysis (NAA) concentrations; Table S2 laboratory energy-dispersive x-ray fluorescence (ED-XRF) concentrations; Table S3 portable x-ray fluorescence (pXRF) concentrations; Table S4 portable x-ray fluorescence (pXRF) precision analysis. Concentrations are parts per million (ppm). Geographic coordinates are UTM Zone 18S, Datum WGS-84, elevations are meters above sea level.

The ED-XRF and pXRF datasets include compositional data for geologic samples from six other Peruvian obsidian sources: Anillo, Chivay, Jampatilla, Lisahuacho, Potreropampa, and Quispisisa.

Figures S1 and S2 are .tif maps plotting Alca obsidian geologic samples and Arma and Sencca ignimbrite formations mapped by Peru's Instituto Geológico Minero y Metalúrgico (INGEMMET).

Details on methods, results, and significance are in Rademaker et al. 2021, Quaternary International. 
https://doi.org/10.1016/j.quaint.2021.11.029
DOI: 10.17632/ycvvmdk6sn
title: An Integrated Approach for cultivation of high valued medicinal herbs in Indian Perspective

description: To remain competitive and survive in the developing economy, farmer has to adopt the scientific and technological approach for farming. Integrated farming with crop diversification is a sustainable agricultural development concept towards accumulation and utilization of cultivable land. Cultivating suitable multiple crop like short term vegetable, long term tree plantation, herbal farming are in order to generate higher farm income. Increasing awareness about physical, mental wellness and inimical effects of modern medicines peoples again diversify for the use of herbal medicines. Our exercise demonstrates the integrated path for cultivation of Chlorophytum Borivilianum (Safed Musali) with other high valued medicinal herbs like Momordica Charantia L. (Bitter gourd), Mucuna Pruriens L. (Velvet Beans), and Jatropha Curcas in the cultivated land of Gwalior in India. It has been noticed that all the four herbs are eco-friendly with each other and can cultivate on the same land. Another herb Gloriosa Superba Linn (Superb Lily) is proposed for empirical purpose on the same cultivation field with Jatropha curcas. The primary objective of our study is to optimize the economy of the farm land and yield of interdependent plants. Our accomplishment and practice will help in terms of understanding integrated goal for multicropping of herbs to the economy of farmer. This study will provide the ground and contribute in future for the study of integrated herbal farming.
DOI: 10.17632/wbxv8fdvtt
title: SWIFT Transation Sample Data

description: Binjie Wang's Dissertation Data
DOI: 10.17632/z8yv7d2tcp
title: Journal of Studies in Religion, Spirituality & Management; No.11

description: ince the Journal of Studies in Religion, Spirituality & Management (JSRSM) was established in 2012, it has become the first port of call for academics interested in the spiritual and religious aspects of managing and organizing. It serves three large communities:

(1) Students, scholars and practitioners of spirituality as pertaining to management and organizations,

(2) Management academics and practicing managers,
(3) Scholars in religion studies and of religious affairs.

JSRSM serves as a meeting forum and fosters cross-fertilisation in these communities. We encompass, without prejudicing any belief or none, a multitude of interests and concerns. JMSR wishes to define the field through conceptual, theoretical and empirical understandings of JSRSM that include: interdisciplinary and multi-methodological approaches—all spiritual and religious traditions—examining the relationship between JSRSM and society – critical, theological and philosophical reflections on JSRSM—metaphysical explanations of JSRSM. It wishes to encompass, without prejudging any belief or none, a multitude of interests and concerns. Our sole criterion is academic rigour and scientific merit. It seeks to define the field through conceptual, theoretical and empirical understandings of RSM that include:

• Examining RSM through different traditions
• Exploring the relationship between RSM and society
• Critical and interdisciplinary work that may extend the boundaries of RSM
• Metaphysical explanations of RSM
DOI: 10.17632/5sxfpyzmx4
title: Data for: Distribution of PI-RADS Score and Diagnostic Accuracy of MRI-targeted Biopsy: Comparison of an Asian and European Cohort

description: Distribution of PI-RADS Score and Diagnostic Accuracy of MRI-targeted Biopsy: Comparison of an Asian and European Cohort
DOI: 10.17632/9s8m2tx22v
title: UIM Research Output - Supplement

description: Supplement for manuscript "Peer-reviewed indexed publication output of matched dermatology residency applicants underrepresented in medicine"
DOI: 10.17632/b323w45vm2
title: Preliminary Results of an Ongoing Prospective Clinical Trial on the Use of 68Ga-PSMA and 68Ga-DOTA-RM2 PET/MRI in Staging of High-Risk Prostate Cancer Patients

description: This dataset  was used in the paper "Preliminary Results of an Ongoing Prospective Clinical Trial on the Use of 68Ga-PSMA and 68Ga-DOTA-RM2 PET/MRI in Staging of High-Risk Prostate Cancer Patients" published by Diagnostics in 2021 (doi.org/10.3390/diagnostics11112068). In this work we compared the performance of 68Ga-PSMA, 68Ga-DOTA-RM2 and MRI for the staging of PCa. All quantitative analysis can be reproduced by reading this dataset.
DOI: 10.17632/wxz4bf9m9n
title: Data for: The Complete plastome of Panax stipuleanutus: Comparative and Phylogenetic Analyses of the Genus Panax (Araliaceae)

description: Supplementary data