cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25403/upresearchdata.26062732.v1
title: Stereoscopic point tracking measurements for turbomachinery rotor blades

description: This dataset contains point tracking data for three blades of a five bladed rotor system. The measurements are captured by two high speed cameras at 4000 frames per second, for three rotational speeds (650 rpm, 1000 rpm, and 1460 rpm).  Photogrammetric shape-based analysis was employed as an approach that does not require prior surface preparation.  A comparative study to investigate the performance of PCA of SPCDs in relation to Kernel Principal Component Analysis (KPCA) is also conducted, and it is shown that KPCA outperforms PCA in terms of classifying different blade faults.
DOI: 10.17632/c9mgwdz5c9
title: How organizations relate to black people within their workforce

description: This dataset includes five files. The Excel file is a dataset with authors and articles titles that grounded the research. The four PDF files are word trees for each research keyword as follow: "Organization", "Racism", "Black People", and "Racial Diversity".
This dataset is from research about how organizations relate to black people over time and how to improve this relationship to benefit both. Scopus and Web of Science, two big and multidisciplinary databases, were chosen as the source articles for this study. These databases were also preferred because of the scientific community's trust, the number of quality documents indexed, and the conditions for building metrics from these.
The data studied refers to ESG and Black people in the organization, and the analyzed data results from extracting, understanding, and analyzing manuscripts and relations of these two subjects over time.
DOI: 10.17632/vc3k9tt5zj
title: Preform injection molding analysis -Database

description: A data-driven approach to optimize polyethylene terephthalate water bottle preform injection molding process-Database
DOI: 10.6084/m9.figshare.28635869.v1
title: Supplementary tables of results from systematic reviews and meta-analyses

description: Information from the systematic analysis of Chagas Disease treatment possibilities applied to preclinical research with animal models.
DOI: 10.17632/96n34zwp59
title: Resilient Modulus

description: Resilient Modulus of ACWC Virgin and ACWC+BioCS+RAP
DOI: 10.17632/wtd3c8dpkz
title: Heyfield Residential Load Profiles: Derived Dataset, 2021-2022

description: This dataset presents typical load and sub-load profiles for a residential community in Heyfield, a rural town in Victoria, Australia. The dataset provides seasonal-mean daily (24-hour) load profiles for residential customers in Heyfield, derived from 107 Wattwatchers devices installed in 96 houses. The dataset includes information on energy consumption from 1 July 2021 to 30 June 2022 with hourly resolution. The typical residential profiles are derived for various categories based on household demographics and electrical asset ownership, including household size, rooftop solar PV, type of hot water system,  type of space heating system, and the tariff connected to (day-rate vs controlled).
DOI: 10.6084/m9.figshare.21863952.v1
title: Effect of Perspective Taking on Trust Between Doctors and Patients: A Randomized Controlled Trial

description: The tension between doctors and patients as a social problem has existed for a long time, but so far there is no good solution. From the perspective of trust between doctors and patients, this research studies the reliving effect of perspective-taking interventions on the tension between doctors and patients.
DOI: 10.17632/9n7tfyss53
title: Long-Term Safety and Disease Control With Ruxolitinib Cream in Atopic Dermatitis: Results From Two Phase 3 Studies

description: Supplemental Appendix for an article "Long-Term Safety and Disease Control With Ruxolitinib Cream in Atopic Dermatitis: Results From Two Phase 3 Studies"  published in the Journal of the American Academy of Dermatology
DOI: 10.17632/gfbdv5kfrz
title: Sparse activity of hippocampal adult-born neurons during REM sleep is necessary for memory consolidation. Kumar et al. -1

description: All raw data except RNAseq is provided. RNAseq raw data is available at: https://data.mendeley.com/datasets/pfgkv43yn7/draft?a=a45e0f20-86a1-4306-a286-353f863d3e46
DOI: 10.6084/m9.figshare.26968357.v6
title: Data file 1. Genome features of Pseudarthrobacter sp NIBRBAC000502770.xlsx

description: Table 1. Genome features of Pseudarthrobacter sp. NIBRBAC000502770
DOI: 10.15468/dl.8b2n3d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-9.5482 4.7175,-9.0352 4.4397,-9.0352 10.8496,-16.709 10.8496,-16.3297 10.5455,-15.1301 10.2973,-14.7679 9.8172,-14.3248 9.5834,-14.2456 9.1632,-13.8032 8.9309,-13.7341 8.0101,-13.3252 7.2036,-11.9532 6.6399,-11.0468 5.863,-10.545 5.6439,-9.5482 4.7175))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012894-250525065834625/datasets/export for details.
DOI: 10.17632/px4ftrthxb
title: Retinal ganglion cell and cataract surgery

description: Assessment of retinal ganglionar cell layer after cataract surgery
DOI: 10.17632/zhpjxpnfp2
title: Data for: Post-Marketing Safety Analysis of Upadacitinib in Atopic Dermatitis: An FDA Adverse Reporting System (FAERS) Review of Boxed Warning Related Adverse Events

description: Supplemental Data Tables for "Post-Marketing Safety Analysis of Upadacitinib in Atopic Dermatitis: An FDA Adverse Reporting System (FAERS) Review of Boxed Warning Related Adverse Events"
DOI: 10.6084/m9.figshare.7240529.v2
title: Reconstructed 3D anatomy of greyhound hindlimb

description: 3D files derived from segmented CT scan data from pelvis+hindlimb of greyhound subject used in model and simulations.<br>Includes:1) Mimics (Materialise Inc) segmentations of upper hindlimb bones and muscles, and lower hindlimb bones and muscles.2) 3D STL format objects for all muscles, used to position lines-of-action of muscles in the biomechanical model.3) 3D OBJ format objects for limb segments, used to estimate inertial parameters for the biomechanical model or to visualize anatomy.
DOI: 10.17632/cnngbcxvbz
title: Solid Phase Condensates In Vitro Imaging Data

description: Images of solid nucleoprotein condensates assembling over a greek island DNA fragment.
DOI: 10.17632/c889r6gc86
title: Monthly spatialization database of hydrological and climatic variables of Santa Catarina, Brazil

description: Spatial interpolation of Precipitation, Evapotranspiration, Temperatures (maximum, average and minimum) for the entire territory of the state of Santa Catarina, Brazil.

Atlantic Forest Biome

File format: TIFF
Coordinate system: Latitude, Longitude
Date: SIRGAS 2000

Grid: 0.0045° x 0.0045°
Period: 1961-2020
Time scale: monthly

Spatialization method:
• Inverse Distance Weighted (IDW)

Research: Doctoral thesis in Soil Science
DOI: 10.6084/m9.figshare.3464249.v5
title: Haemoglobin and other data from perioperative goal directed fluid protocols in total knee arthroplasty surgery patients (RCT)

description: We prospectively studied patients undergoing total knee arthroplasty (TKA). As part of a revised GDT (revGDT) protocol, the mini volume loading test (mVLT) was applied before induction of anaesthesia and surgery (pre-operative) and also 24-h later (post-operative). The mVLT implies mini fluid challenges consisting of acetated Ringer’s boluses followed by 5-min periods without fluids. Three 5 mL kg<sup>-1</sup> boluses were used in mVLT for 36 TKA patients, and six 2.5 mL kg<sup>-1</sup> boluses in other 48 TKA patients. Haemoglobins - invasive (aHb, arterial; and vHb, venous) and non-invasive (SpHb, capillary), as well as stroke volume (SV) deviation from baseline (%), perfusion index (PI) and its deviation from baseline (PID), mean arterial pressure (MAP). They were measured before and after each mini fluid challenge and also 20 min after the last bolus. We present our records of raw data. Several variables were obtained by mathematically processing haemoglobin values: plasma dilution (PD), plasma dilution efficacy (PDE), arterio-capillary plasma dilution efficacy difference (acPED) as well as relative difference between the paired invasive and non-invasive haemoglobin measurements (RD) and absolute RD (ARD) and some other parameters. We post the related math.
DOI: 10.6084/m9.figshare.1434667.v1
title: Applications of Metals and alloys in various industries

description: With the advancement of technologies, the modern industries like aerospace, aviation, oil & gas, nuclear power, electronic and electric, heat treating, medical and high tech industries are interested in using economical and high performance materials. This leads to use of materials in the more vigorous industrial conditions at the high temperatures where traditional materials can hardly be employed. Nowadays manufacturers and nickel suppliers are more focused in meeting the tough needs of demanding industries with the well fabricated materials that can withstand in the high temperature and severely corrosive conditions for the prolong period such as Monel, Inconel, Incoloy and Hastelloy alloys. In the chemical processing plants, alloys that are preferred for use are nickel - chromium alloys, nickel - copper alloys, copper – nickel alloys, iron- nickel – chromium alloys, austenitic chromium – nickel steels and stainless steels. These materials can be suitably used in handling the alkali products such as caustic soda, caustic potash and others. Deep oil and well plants include high temperature and pressure conditions where nickel based superalloys such as Inconel 625, Incoloy 825 and Hastelloy alloys. The pure metals and alloys for Aerospace engineering are titanium, Inconel 617, Inconel 718, Inconel X750, Nimonic 90, Nilo 36 and Incoloy A286. Inconel and Incoloy alloys are commonly used in gas turbines in aircraft engines. The nuclear power production industries commonly use the alloys- nimonic 75, nimonic 80A, alloy 718, alloy 600, alloy 617 and alloy X750. Nickel alloys are also significantly used in other high temperature and critical application industries such as welding, pollution and waste treatment, thermal processing, petro processing and electric and telecom.
DOI: 10.17632/m8d9n7v5mz
title: RPMDrate: Bimolecular chemical reaction rates from ring polymer molecular dynamics

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract We present RPMDrate, a computer program for the calculation of gas phase bimolecular reaction rate coefficients using the ring polymer molecular dynamics (RPMD) method. The RPMD rate coefficient is calculated using the Bennett–Chandler method as a product of a static (centroid density quantum transition state theory (QTST) rate) and a dynamic (ring polymer transmission coefficient) factor. The computational procedure is general and can be used to treat bimolecular polyatomic reactions of any ... Title of program: RPMDrate Catalogue Id: AENW_v1_0 Nature of problem The RPMDrate program calculates thermal bimolecular rate coefficients of thermally activated atom-diatom and more complex bimolecular chemical reactions in the gas phase. Versions of this program held in the CPC repository in Mendeley Data AENW_v1_0; RPMDrate; 10.1016/j.cpc.2012.10.017
DOI: 10.17632/cj2bwtbt84
title: Performance of DNA methylation assays for detection of highgrade cervical intraepithelial neoplasia (CIN2+): a systematic review and meta-analysis

description: This dataset was used to conduct a meta-analysis of performance of DNA methylation in women with high-grade cervical intraepithelial neoplasia (CIN2+). The data is published at British Journal of Cancer volume 121, pages954–965(2019), DOI: 10.1038/s41416-019-0593-4
DOI: 10.17632/pkjpyjghk9
title: 3D geological model for Bucharest

description: This dataset contains rasters of the 3D geological model for Bucharest, elaborated by Toma-Danila D., Bala A. and Ciugudean-Toma V. and described in the following article, which you should also cite when using this work:
- Bala, A., Toma-Danila, D. & Ciugudean-Toma, V. (2023) 3D geological model and geotechnical data for Bucharest: necessary input for assessing local seismic hazard of a densely populated area. Acta Geod Geophys 58, 175–196.

Rasters contain information regarding base depth of the first 6 principal Quaternary complexes beneath Bucharest and thicnkess of these layers. There can be also found rasters clipped to the area of high confidence (where the model error is the lowest) - available as shapefile.

The model was developed based on borehole data from S.C. Metroul S.A. and from the NATO-SfPProject 981882 (original data availability can be seen in a shapefile). The interpolation method was kriging. For the model, a recent digital elevation model developed by ANCPI in 2022 was used (MNT; https://geoportal.ancpi.ro/portal/home/).
DOI: 10.17632/yzg86vb895
title: Machine learning-driven Heckmatt grading in facioscapulohumeral muscular dystrophy: A novel pathway for musculoskeletal ultrasound analysis

description: The “Machine Learning-Driven Heckmatt Grading in Facioscapulohumeral Muscular Dystrophy” dataset provides a comprehensive collection of musculoskeletal ultrasound images, associated segmentation masks, model configurations, and relevant subject information aimed at facilitating advanced research in neuromuscular disease diagnostics. Built around the Heckmatt grading system, this dataset supports precise muscle characterization and classification, enabling clinicians and researchers to efficiently explore the diagnostic potential of automated ultrasound image analysis. By leveraging both binary and multi-label segmentation strategies, it offers a flexible framework to study muscle texture across various muscle groups and anatomical sites.
DOI: 10.17632/9gcd8wrv9v
title: The behavior of O–Si–Zr–Hf isotopes during the dissolution and growth of zircons in crustal melting

description: Supplementary data for "The behavior of O–Si–Zr–Hf isotopes during the dissolution and growth of zircons in crustal melting"
DOI: 10.17632/3kscrg5y4y
title: KuSarcasm: Automated Kurdish Sorani Sarcasm Dataset (KSSD)

description: This study presents KuSarcasm, which is an automated Kurdish Sorani Sarcasm Dataset (KSSD). KuSarcasm is a comprehensive dataset developed for detecting sarcasm in Kurdish Sorani, a low-resource language with rich morphological complexity and limited Natural Language Processing (NLP) support. The dataset was constructed through a multi-stage data collection and annotation process guided by linguistic consultation and methodological rigor. Initial data was sourced from a wide range of Kurdish cultural materials, including proverbs, poems, and idiom texts extracted from Sekhurma Magazine, Digital publishing, and online repositories. Extensive consultations with Kurdish language experts, editors, and scholars were conducted to establish annotation rules and refine the dataset's cultural and contextual relevance. Data acquisition incorporated both manual and automated methods. Publicly available texts were extracted using Optical character recognition (OCR). Additionally, more data was gathered via web scraping, manually recording data to gather information, and structured queries, resulting in over 16,000 text entries. These texts were subjected to in-depth preprocessing pipeline, including deduplication, normalization, and noise reduction. Automatic annotating process was carried out using a custom hybrid method that cooperatively multilingual sentiment classification by Multilingual-Bidirectional Encoder Representations for Transformers (MBERT) and semantic similarity scoring with sentence-Bidirectional Encoder Representations for Transformers (sBERT). This rule guided annotation strategy relied on over 100 predefined linguistic patterns to distinguish sarcastic from non-sarcastic expressions based on both emotional polarity and semantic proximity. Eventually, KuSarcasm, is annotated for binary sarcasm classification and includes metadata such as source, matched rule, and sentiment category. Given its depth, diversity, and cultural alignment, KuSarcasm holds strong reuse potential for researchers working in NLP for underrepresented languages, sentiment analysis, and computational linguistics. It also offers a valuable foundation for developing and benchmarking deep learning models in low-resource settings.
DOI: 10.17632/h9dd6hsvc2
title: HT Mtb RNA-Seq Paper Data Files

description: Mycobacterium tuberculosis genomics datasets required to produce figures at https://github.com/peterculviner/HT-Mtb-RNA-Seq-Paper-Notebooks.
DOI: 10.17632/n4259kw9y7
title: Trinidad English Creole to English Dataset

description: This dataset contains a combination of a custom dataset and the creolized version of the JFLEG dataset. This dataset was used to create the first Trinidad English Creole to English Translator.
DOI: 10.6084/m9.figshare.1115962.v1
title: A REMEDIAL TEACHING PROGRAMME FOR DYSLEXIC STUDENTS OF ENGLISH AND MARATHI MEDIUM SCHOOLS AND STUDY ITS EFFECT ON THEIR LEARNING OUTCOME.

description: Dyslexia is a neurological disorder which affects the reading and writing ability of children. A sample of 72 dyslexic children (36 from English medium and 36 from Marathi medium schools) of class V from English and Marathi medium schools were selected .The Experimental method was used to study the effect of Remedial Teaching Programme on the Learning outcome of Dyslexic students.
DOI: 10.17632/3zvwxrmmgw
title: Integrating Digital Technologies in Education: Exploring Teachers' TPACK and Professional Development Strategies

description: The advancement of digital information and communication technologies (DICT) has brought about significant changes in education, requiring teachers to develop new skills to integrate these technologies into their teaching practices. However, many still struggle to use DICT effectively, likely due to insufficient training. This study investigates how teachers in the municipal education system of Santo André understand, express, and apply technological pedagogical content knowledge (TPACK) in their teaching, especially in relation to DICT integration. The research is grounded in the premise that DICT is key to pedagogical innovation and adapting teaching to contemporary needs, but gaps remain in teacher training and their ability to integrate these technologies efficiently.

The main objective is to understand teachers' perceptions and practices regarding TPACK and DICT. Specifically, the study seeks to analyze their knowledge of technological pedagogical content, identify challenges they face in using DICT, and develop and validate a professional development program that addresses these needs. The research uses Design-Based Research (DBR), emphasizing collaborative work between researchers and participants. This approach fosters a formative process that involves iterative cycles of development, implementation, and reflection.

Data collection includes questionnaires (with open and closed questions) and the Free Word Association Technique (TALP), analyzed with the IRaMuTeQ software. This method allows for in-depth analysis of teachers' social representations of DICT use. Results show that while teachers recognize the importance of DICT in enhancing teaching and learning, there is still limited use. Barriers include unfamiliarity with digital tools and insufficient initial training, making DICT integration in classrooms challenging. Additionally, teachers express the need for more practical, targeted training, helping them not only learn about technology but also apply it effectively in the classroom.

In response to these findings, the proposed educational product is a continuous professional development program designed to support the progressive improvement of teaching practices using DICT. This training promotes the development of TPACK and provides teachers with opportunities for reflection, experimentation, and practical use of technology in the school setting.
DOI: 10.17632/6t7hsf4vrs
title: Data for: Preparation, thermal characterization and examination of phase change materials (PCMs) enhanced by carbon-based nanoparticles for solar thermal energy storage
DOI: 10.17632/rjhfzphfsb
title: LINF_190006100

description: DER1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.26063551.v1
title: Raw .fcs files for spleen flow cytometry

description: These are the raw spleen flow cytometry .fcs files used in this manuscript.
DOI: 10.17632/2kskdknngb
title: Establishment of scRNA-seq atlases from mouse and human tooth

description: Single-cell (sc) omics has become a powerful tool to unravel a tissue’s cell landscape across health and disease. In recent years, sc transcriptomic interrogation has been applied to a variety of tooth tissues of both human and mouse, which has considerably advanced our fundamental understanding of tooth biology. Now, an overarching and integrated bird’s-view of the human and mouse tooth sc transcriptomic landscape would be a powerful multi-faceted tool for dental research, enabling further decipherment of tooth biology and development through constantly progressing state-of-the-art bioinformatic methods as well as the exploration of novel hypothesis-driven research. To this aim, we re-assessed and integrated recently published scRNA-sequencing datasets of different dental tissue types (healthy and diseased) from human and mouse to establish inclusive tooth sc atlases, and applied the consolidated data map to explore its power. For mouse tooth, we identified novel candidate transcriptional regulators of the ameloblast lineage. Regarding human tooth, we provide support for a developmental connection, not advanced before, between specific epithelial compartments. Taken together, we established inclusive mouse and human tooth sc atlases as powerful tools to potentiate innovative research into tooth biology, development and disease. In addition, to facilitate the easy exploration of the resulting tooth atlases by the community, loom files from the mouse  and human atlases are provided. These files can be easily uploaded and browsed without bioinformatic experience, using an online application, SCope (available from https://scope.aertslab.org)
DOI: 10.6084/m9.figshare.20079470.v1
title: TwotemperateseagrassmeadowsaresmallsourcesofCH4andN2O-Al-Hajetal

description: Sediment-water interface methane and nitrous oxide fluxes and environmental data collected in East Harbor and Pleasant Bay, Massachusets July - September 2018 and 2019 (NPSE_2019_SWGHGFluxSummary.xlsx). Nitrous oxide and methane, air-sea fluxes, equilibrium, and % saturation in East Harbor and Pleasant Bay, Massachusets July - September 2019 (NPSE_2019_Air-Sea_Flux_06162022.xlsx).
DOI: 10.17632/22d72yb6k6
title: Bayesian optimization package: PHYSBO

description: PHYSBO (optimization tools for PHYSics based on Bayesian Optimization) is a Python library for fast and scalable Bayesian optimization. It has been developed mainly for application in the basic sciences such as physics and materials science. Bayesian optimization is used to select an appropriate input for experiments/simulations from candidate inputs listed in advance in order to obtain better output values with the help of machine learning prediction. PHYSBO can be used to find better solutions for both single and multi-objective optimization problems. At each cycle in the Bayesian optimization, a single proposal or multiple proposals can be obtained for the next experiments/simulations. These proposals can be obtained interactively for use in experiments. PHYSBO is available at https://github.com/issp-center-dev/PHYSBO.