cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/z2jx4wk5yf
title: 3D LiDAR and Photogrammetry Scans of a Stilt House in Tai O Village - 2022 - Case 326789

description: This data includes a point cloud file from a combined photogrammetric and LiDAR scan of a stilt house in Tai O Village. The house is designated "Case 326789" in the research project record. Researchers collected the scan using a single, approximately 10 minute walk-through of the house with the Leica-brand BLK2Go model 3D environment scanner. The scan describes the interior and partial exterior of a stilt house in high detail and color. The scan has been decimated to a voxel size of 5 mm to reduce file size. The data provides clear enough rendering of the physical conditions of the house to allow interpretation of the scan into description of the house's construction, contents, and spatial use. The data is available under embargo of one year to protect the personal information of residents of the house, provided for purposes of digital conservation of the building, and for interpretation of the house's physical conditions and interior contents through further research. More detailed information on the dataset, including the date the scan was conducted, the location of the house, and related interview and survey datasets are available upon reviewed request.
DOI: 10.17632/85r7bh4zsz
title: Ultra-High-Performance Concrete (UHPC)

description: The dataset for Ultra-High-Performance Concrete (UHPC) includes 810 samples of mixture proportions with 14 data attributes. Among these attributes, compressive strength is considered an output parameter, while other essential variables like cement, curing age, water, nano-silica, quartz powder, limestone powder, aggregate, slag, superplasticizer, fiber, temperature, fly ash, and silica fume are considered inputs.
DOI: 10.17632/rm9tc6zpyb
title: Perceived Needs of Skills and Job Training Participants Experiencing Homelessness

description: The population included individuals and families who lacked a fixed, regular, and permanent nighttime residence as well as those administrators who provided them support services. Purposive and convenience sampling were the methods used to recruit individuals living this experience while enrolled in a Downtown Seattle skills and job training program or those administrators within the organization providing this program. A survey and semi-structured interviews were used to collect data for this study. Both deductive and inductive methods of thematic analysis were the methods of analysis used. Specifically, deductive coding used the Obstacles to Engagement Scale’s (OES) four subscales (logistical, behavioral, cultural, and perceptual) to categorize one set of themes. Via inductive coding, other subthemes emerged.
DOI: 10.17632/cvd66cs5y2
title: B/Ca of synthetic aragonites

description: Supplementary data in support of 'B(OH)4-and CO32- do not compete for incorporation into aragonite under typical coral calcification media conditions', Castillo Alvarez et al., submitted to Geochimica et Cosmochimica Acta July 23
DOI: 10.17632/xnfdcvfcsf
title: SME Organizational Resilience Nested Data

description: The nested data contains organizational resilience, leadership styles, psychological capital and demographic information collected from 301 SMEs in Kenya.
DOI: 10.17632/35374bsdnn
title: Data for: TRACING SINKING ORGANIC MATTER SOURCES IN THE NW IBERIAN COASTAL UPWELLING SYSTEM (NE ATLANTIC OCEAN)

description: This dataset contains the compound identifications, retention times, fragment ions used for semi-quantitave exercise (m/z) on the basis of peak areas, compound classes of the pyrolysis products (see text) and the relative proportions (as % of total quantified peak area) of all the pyrolysis products obtained and considered for the study of particulate organic matter from sediment traps in the NW iberian upwelling system (sheet 1). The ANOVA is provided in a separate sheet (sheet 2).
DOI: 10.17632/6f9fss78dy
title: PERSONAL QUALITIES OF THE ANESTHESIOLOGISTS AND INTENSIVE CARE PHYSICHIANS

description: INTRODUCTION: The professional success of the anesthesiologist and intensive care physicians, saving the life and recovery of the patient directly depends not only and not so much on the knowledge, professional skills and abilities of the doctor, but on personal decision-making abilities, immediately act and ensure effective communication between participants in the treatment process in critical situation. The absence of these personal qualities can neutralize all other advantages of a specialist.
OBJECTIVE: To study the opinion of anesthesiologist and intensive care physicians about the personality properties that are necessary for the implementation of labor activity in anesthesiology and intensive care.
MATERIALS AND METHODS: An anonymous on-line survey of anesthesiologists and intensive care physicians (including residents) based on the google form was conducted, in which 140 people took part. Among the respondents were 44.3% of men and 55.7% of women. 80% of respondents were less than 35 years old, more than 70% of respondents had less than five years of work experience. The Google form consisted of twelve blocks, which included ninety-seven personality characteristics: 1) attenuation; 2) mnemic; 3) motor; 4) sensory; 5) pictorial; 6) thought; 7) emotional; 8) strong-willed; 9) speech; 10) communicative; 11) performance and 12) observation. 
RESULTS: Personality characteristics that are absolutely necessary for an anesthesiologist intensive care physicians include the following: 1) the ability to maintain stable attention for a long time, despite fatigue and extraneous stimuli; 2) the ability to see several possible paths and mentally choose the most effective; 3) ability to predict the outcome of events taking into account their probability; 4) the ability to find new and unusual solutions; 5) ability to selectively reproduce the currently desired material. 
CONCLUSION: The ideal anesthesiologist and intensive care physicians should have a minimum level of neurotization, a high degree of extraversion and conscientiousness.
DOI: 10.17632/bxbd369z56
title: Supplementary Data for "Efficacy and Safety of Withania somnifera (Indian Ginseng) in Rheumatoid Arthritis: A Systematic Review of Evidence from Experimental Studies to Clinical Trials"

description: This dataset comprises supplementary material for the systematic review titled "Efficacy and Safety of Withania somnifera (Indian Ginseng) in Rheumatoid Arthritis: A Systematic Review of Evidence from Experimental Studies to Clinical Trials." The dataset includes detailed quality (risk of bias) assessments of selected studies in the review and descriptions of the clinical and pre-clinical studies evaluating the effect of W. somnifera in poly-herbal formulations in rheumatoid arthritis. Specifically, it contains:

Table S1a: Sources of risk of bias in randomized controlled trials, providing insights into potential biases that could affect the validity of these studies.
Table S1b: Sources of risk of bias in case series, highlighting factors that may impact the reliability of findings from the observational study.
Table S1c: Sources of risk of bias in animal studies, detailing the methodological quality and potential biases in pre-clinical research.
Table S2a: Clinical studies of W. somnifera in combination with other interventions (polytherapy), summarizing the therapeutic regimens, patient populations, and key findings.
Table S2b: Pre-clinical studies involving W. somnifera in combination with other interventions (polytherapy), outlining the study designs, interventions, and outcomes.
The dataset is intended to enhance transparency and reproducibility in the assessment of efficacy and safety of W. somnifera in rheumatoid arthritis treatment.
DOI: 10.17632/5nvxhhzdgj
title: Data for: The effects of larynx height on vowel production are mitigated by the active control of articulators

description: All files are 7zip archives. analysis.7z = RMarkdown script (and HTML output); simulations.7z = computer code, list of prerequisite software, configuration parameters, and simulation results; sounds.7z = Praat script and WAV files corresponding to the best and worst sounds produced by the simulation.
DOI: 10.17632/jf92t9mxtb
title: Supplementary Material 1

description: Supplementary Material 1
DOI: 10.17632/n8ghnh8w3w
title: Interview Transcript of Women Workers in Fibre Crafts of Kerala

description: Unstructed interview transcript of 5 women workers in fibre crafts of kerala
DOI: 10.17632/v5zsjhzvsk
title: Dataset on Semi-Structured Interview on Digital Citizenship among Student Teachers 

description: The data was carried out among student teachers in Indonesia, exploring their knowledge, comprehension, experience toward digital citizenship in a teacher education institution. Twenty student teachers were involved in semi-structured interview.
DOI: 10.17632/7ngnggxjb2
title: Example_data

description: The heterogeneous preference information and attribute distribution information provided by experts.
DOI: 10.17632/4b788xctzm
title: Rietveld refinements for SnO2 powder (Profex)

description: The authors calculated a complete lattice parameters characterization by Rietveld refinement using Profex software. Input information, such as cell parameters, atomic positions, and space groups, was collected from the COD Crystallography Open Database. It was used "RMS-D8-ADS-15-LynxEyeXE” as an instrumental theoric function, the background was modeled by a 12-coefficient polynomial approach and a protocol optimization algorithm Y. The folder contains one file (SnO2), these files can be opened by notepad app or text edition software.
DOI: 10.17632/89mggcddhg
title: Rasch Model Approach to Validate Transferable Skill Scale for High School Students with Special Needs

description: Manuscript for Australian Journal of Psychology
DOI: 10.17632/dfx2crvv9j
title: Pengaturan Badan Usaha Milik Desa Ditinjau Dari Perspektif Sistem Hukum di Indonesia dan Malaysia

description: Villages as legal entities in Indonesia have more authority to regulate and manage their territorial affairs autonomously, one of which is to form Village-Owned Enterprises (BUMDes) which are pillars of village economic activities that function as social institutions that favor the interests of the community in providing social services and carrying out commercial functions with the aim of seeking profit through the offering of goods and services to the market. This study examines two things, firstly how to regulate BUMDes in Indonesian laws and regulations, and secondly how to regulate village/village-based business units (Social Entreprise) according to the Malaysian legal system. This research uses juridical-normative methods with a statutory approach.
This study concluded that although BUMDes in Indonesia and village-based business units in Malaysia have the same goal in principle, namely the economic empowerment of rural communities, these two business units have formal legal differences. This is due to the different legal systems of the two countries, namely Indonesia with the Civil Law system and Malaysia with the Common Law system.
DOI: 10.17632/t8g8bjhf97
title: The Network Origins of Trade Comovement

description: Online appendix and replication files for the publication titled “The Network Origins of Trade Comovement” @ Journal of International Economics, Elsevier.
DOI: 10.17632/ch28cxf5vx
title: Arbitration Game Dataset

description: The dataset contains claims and allocations made by the participants.
Each tab in the Excel file contains different configurations of role assignments (Brandts & Charness, 2000).
DOI: 10.17632/ksg53pfszk
title: Supplementary Table 1: Review of Pediatric Patients (Ages 1-5) with Atopic Dermatitis and Prior Dupilumab Therapy

description: ICD10 codes for variables used within the study.
DOI: 10.17632/3z8pwhxj5r
title: Data for: The Impact of Renewable Energy Forecast Errors on Imbalance Volumes and Electricity Spot Prices

description: EPEX SPOT intraday quarter-hourly data for Germany for 2014
DOI: 10.17632/b88535ywt8
title: Sniffer restricts arboviral brain infections by regulating ROS levels and protecting blood-brain barrier integrity in Drosophila and mosquitoes

description: Original immunofluorescence images.
DOI: 10.17632/bcdm4k96rc
title: Data for: A ‘Fingerprint’ of locomotor maturation: motor development descriptors, reference development bands and data-set

description: Raw data collected by triaxial wearable inertial sensors (sampling frequency, 128 Hz). 14 complete strides for both NW and TW are included for each trial of each subject, together with the additional information for each participant: sex, age, height, weight. 3D acceleration and 3D angular velocity of trunk, right and left shanks are available (for each sensor position, the first three columns correspond to x, y and z acceleration component and the last three colums to x, y, and z angular velocity component, respectively). Inertial sensor positions and axis orientation are shown in the attached Figure.
DOI: 10.17632/dsmhmbcxrr
title: Wolf in the Ticino Natural Park (Italy)

description: Datset used to investigated wolf spatio-temporal behavior within the Ticino Natural Park, an ecological corridor crossing a highly human-modified areas in northern Italy. 

The dataset contains value of:

• Kilometer abundance indices (IKAs) of roe deer (Capreolus capreolus) and wild boar (Sus scrofa); 
• Tourism events categorized by type and season; 
• Number of wild boars shot by different hunting control techniques. 

All data are associated with wolf (Canis lupus) presence/availability sites along standardized routes in the protected area.
DOI: 10.17632/dsv68j6jg2
title: Volcanic Lithology Logging Identification Based on ADASYN-KNN-Random Forest Ensemble Model Taking the Carboniferous System on the Hanging Wall of Kebai Fault Zone as an Example

description: This dataset contains the following files to support the research paper "Volcanic Lithology Logging Identification Based on ADASYN-KNN-Random Forest Ensemble Model Taking the Carboniferous System on the Hanging Wall of Kebai Fault Zone as an Example":

Raw_Data.xlsx:

Thin-Section Data: High-resolution measurements/images of volcanic rock samples with lithology labels (e.g., basalt, andesite).

Logging Data: Corresponding well-logging responses (gamma ray, density, neutron porosity) for each sample.

Columns: Sample_ID, Depth (m), GR (API), DEN (g/cm³), CNL (%), Lithology_Label, Mineral_Composition (%).

ADASYN_Resampled_Data.xlsx:

Balanced dataset generated after applying ADASYN (Adaptive Synthetic Sampling) oversampling to address class imbalance.

Includes synthetic samples for minority lithology classes.

ML_Code.zip:

ADASYN_Oversampling.py: Python script for adaptive oversampling (uses imbalanced-learn).

KNN_RF_Classification.py: Combined script for KNN and Random Forest training/prediction.

Requirements.txt: Dependencies (e.g., Python 3.13, pandas, scikit-learn).
DOI: 10.17632/m57pyrz8zb
title: blockchain-for-uav-networks

description: This is a proof-of-concept implementation of a blockchain use case for UAV networks
DOI: 10.17632/n3xxp2h8jt
title: Data for: Enhanced Principal Tensor Analysis as a tool for 3-way geological data reconstructions

description: The folder PTA_SSA contains 9 files: 1. readme.txt - this file 2. PTA_SSA.R - R script with the function PTA_SSA() 3. PTA_SSA_Example.R - R example script 4-9. tensor_*.txt - text example files with different proxies (columns - time steps (1-st dim), rows - different sites (2-nd dim)) PTA_SSA: Function: PTA_SSA() - calculates Tensor Decomposition of 3-way data tensor (Principal Tensor Analysis merged with Singular Spectrum Analysis): 3-way data tensor is transformed to 4-way data tensor using delay time technique followed by Tensor Decomposition (PTAk package) and SSA reconstruction (Leibovici, 2010; Ghil et al., 2002). PTA_SSA_Example: Example on how to use the PTA_SSA() function. (6 sites, 6 proxies, see the article for details) Language: R Dependencies: PTAk package (Leibovici, 2010) Platform: Cross-Platform License: Open-Source S. Kotov, H. Paelike, 2018, Enhanced Principal Tensor Analysis as a tool for 3-way geological data reconstructions. MARUM, Bremen Uni., Leobener Str. 8, 28359 Bremen, Germany Email addresses: skotov@marum.de (S. Kotov), hpaelike@marum.de (H. Paelike) ************************************************************* Copyright 2017-2018 by Sergey Kotov (MARUM, Bremen Uni.) *************************************************************
DOI: 10.17632/d7vn7tp3wr
title: THE IMPACT OF SYED MUJTABA ALI'S TRAVELS ON INTERNATIONALISM IN LITERATURE

description: Abastract: Naeem Mohaiemen, a Bangladeshi filmmaker and installation artist, was nominated for the Turner Prize in 2018 and exhibited at the Tate Britain gallery in London. He presented three works, including a feature film about a stranded traveler in Athens, a documentary about the Non-Aligned Movement during the 1970s, and a concertina book called "Volume Eleven (Flaw in the Algorithm of Cosmopolitanism). Mohaiemen referenced three essays written by Syed Mujtaba Ali, discussing Hitler and Germany. Ali's works and travels provide valuable insights into literary cosmopolitanisms and transnational alliances, particularly in the context of fascism and Cold War dynamics. His extensive collection of literary works showcases his remarkable productivity and high regard. Deshe Bideshe, published in 1949, is a Bengali travelogue that chronicles Mujtaba Ali's journey to Afghanistan from 1927 to 1929. The narrative explores the cultural and political history of Afghanistan and its connection to the Indian subcontinent, focusing on the three Anglo-Afghan wars fought by Britain. Ali's international perspective is closely connected to historical events, political dynamics, and the concept of nationhood. Mujtaba Ali's writings and reminiscences served as valuable resources for Bengali readers throughout the 1950s and beyond, expressing interwar cosmopolitanism and serving as platforms for political commentary and social critique. His writings present a distinct perspective on the world and India's position within it, highlighting the concept of 'Greater India' that captivated Orientalists. Mujtaba Ali critiques 'Greater India' intellectuals, highlighting the historical, political, and economic foundations of India's regional identity. His expertise in philology and literature made him well-suited to assume the role of a cultural envoy on behalf of a recently emancipated secular state, highlighting the need for fostering Asian and African solidarities as a means of countering both Eastern and Western power blocs.
DOI: 10.17632/dfhxxknmjs
title: Data for: The Value of Immediate Postoperative Radiographs Following Fluoroscopically-guided Orthopaedic Surgery in a Polytrauma ICU Setting in KwaZulu-Natal, South Africa

description: Admission lists to identify patients that match inclusion criteria excel charts that document the number of cases that needed change in management
DOI: 10.17632/pf9sk7hbjd
title: Dataset on the UAE Performance in Achieving SDG 14, Life Below Water

description: This data lists the relevant sustainability indicators on the marine life and coastal ecosystems in the UAE. The original data sources are the United Nations, Bertelsmann-Stiftung (BS) Foundation, and the Ocean Health Index (OHI). All relevant data is compiled from these sources. While the BS and OHI data is complete, the UN data is missing for many indicators. List of UN SDG 14 variables: - Index of coastal eutrophication and floating plastic debris density - Sustainable Management of Marine and Coastal Ecosystems (missing) - Average Marine Acidity (Ph) (missing) - Sustainable Fish Stock (missing) - The average proportion of Marine Key Biodiversity Areas (KBAs) covered by protected areas (%) - Degree of international instruments (missing) - Sustainable fisheries (missing) - Scientific marine research (missing) - Equal access to fishing (missing) - Signatures on Law on Sea List of BS SDG 14 variables (all available for UAE): - Mean area that is protected in marine sites important to biodiversity (%) - Ocean Health Index Goal – Clean waters - Percentage of fish stocks overexploited or collapsed by EEZ - Fish caught by trawling (%) List of OHI marine life variables (all available for UAE): - Artisanal opportunities - Biodiversity - Coastal protection - Carbon storage - Clean water - Food provision - Livelihoods & economies - Natural products - Sense of place - Tourism & recreation
DOI: 10.17632/vn8d4mkvm8
title: The crystal and molecular structure of a 1,3-linked aromatic poly(ether-ketone)

description: This dateset includes  (.cif) files of the various models related to the he crystal and molecular structure of a 1,3-linked aromatic poly(ether-ketone). 
It also includes the single crystal structure of a 7-ring oligomer used as model for the modelling of the above-mentioned 1,3-PEKK polymer.
DOI: 10.6084/m9.figshare.3550128.v1
title: Appendix D. Sample-based rarefaction curves estimating species richness according to the number of individuals found within a plot.

description: Sample-based rarefaction curves estimating species richness according to the number of individuals found within a plot.
DOI: 10.17632/43j6y4c9fs
title: Exploring factors contributing to student dropout: A case study of IBB University

description: -The reality of dropout 
In order to study the reality of dropout at IBB University, data related to the following colleges was used (Human Medicine, Dentistry, Engineering, Science, Agriculture, Literature, Management sciences, Education_IBB, Education_Alnadira and Quality Law) from (2017/2018) to (2020/2021). This data includes the number of enrolled students and the number of dropout students (Withdrawn and Suspended). 
-Factors of dropout 
The questionnaire was designed, which consists of 24 factors distributed over five axes: economic, academic, social, cultural, and psychological-health. Data were collected from 161 students from undergraduate programs in the Faculty of Science at IBB University.
DOI: 10.17632/9krjr8nrd5
title: Data for: A probabilistic approach to pickup and delivery problems with time window uncertainty

description: These benchmark instances can be used for evaluating strategies for pickup and delivery problems with time window uncertainties. There are 2800 data files, each describing a separate problem instance. The detailed description of the content of the files can be found in the readme.txt file.