cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28559558.v3
title: Functional Outcomes of Displaced Midshaft Clavicular Fractures Treated with Precontoured Locked Plates: Dataset for a Prospective Study

description: <b>This dataset supports the study titled:</b> <i>"Functional Outcomes of Displaced Midshaft Clavicular Fractures Treated with Precontoured Locked Plates: A Prospective Study."</i><br>It contains anonymized clinical and functional outcome data from patients treated at Al-Thawra Modern General Hospital and Kuwait University Hospital in Sana’a, Yemen.<b>Dataset Contents:</b>Patient demographics (age, gender, injury mechanism, affected side).Postoperative complications (hardware irritation, infection, hardware failure).Functional outcome scores (UCLA pain, function, active flexion, strength, satisfaction).Overall UCLA score and categorized outcomes.<b>Data Dictionary:</b><br>A detailed <b>data dictionary (included in the upload as a .docx file)</b> explains variable definitions and values.
DOI: 10.6084/m9.figshare.7704614.v1
title: Artificial Aurora Produced by HAARP

description: Binary executable code used to generate data shown in Figures 6 and 7. Optical images shown in Figures 2 and 3.
DOI: 10.15468/dl.tsuhv2
title: Occurrence Download

description: A dataset containing 10260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lespedeza bicolor Turcz.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10260 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013321-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nn6vt666vx
title: Water quality and biochemical analysis associated with a canine death linked to neurotoxic cyanobacterial metaphyton in Lake Travis, Austin, Texas

description: The first confirmed dog death on Lake Travis (Texas) caused by the cyanotoxin, dihydroanatoxin-a, occurred on February 20, 2021.  Data represent water quality samples collected from October 2015 through August 2021 on Lake Travis as part of the routine monitoring conducted by the Texas Clean Rivers Program. All water quality samples were collected following the Surface Water Quality Monitoring Procedures manual set forth by Texas Commission on Environmental Quality. Toxin data was analyzed using either LC-MS/MS or ELISA for the different cyanotoxin types and congeners. Datasets contain raw data pulls from a Microsoft SQL Server database and processed data useful for analysis. Third-party reports on toxin analysis, cyanobacterial presence via visual identification, and dog necropsy findings are also provided.
DOI: 10.6084/m9.figshare.21432804.v10
title: EPOS-based Plans for Drones

description: The data is used for training and testing in EPOS-based coordination of drones in scale to complete spatio-temporal sensing tasks. The data is generated via the proposed plan generation strategy.
DOI: 10.6084/m9.figshare.28573541.v2
title: sbc

description: <pre>Simulated Based Calibration with the eight-school dataset and PyMC with "NUTS" sampler. 100 very short simulations were carried-out</pre>
DOI: 10.6084/m9.figshare.28911833.v1
title: Processed data sets for Figures and Tables

description: Oceanographic observations and zooplankton sample analysis
DOI: 10.17632/65p8fnnf8d
title: NCT06235853

description: Raw, anonymized data - NCT06235853.
DOI: 10.17632/8tjkg58pf4
title: Captions of Seven Indonesian Public Officials Instagram Accounts

description: This is a dataset  of Instagram captions from seven Indonesian public officials namely Ma'ruf Amin, Mahfud MD, Budi Karya, Syahrul Yasin Limpo
Luhut Pandjaitan, Ridho Yahya, and Edy Rahmayadi.
DOI: 10.17632/fy3xg64s3z
title: CABBAGE

description: The dataset comprises over 500 images of cabbage (Brassica oleracea var. capitata) classified into two categories: "good" and "bad". These images were captured using a OnePlus Nord CE 2 Lite 5G mobile camera, under consistent daylight conditions against a black background. 

Each image represents either a "good" cabbage, characterized by desirable attributes such as freshness, uniformity, absence of blemishes, and overall quality, or a "bad" cabbage, exhibiting defects like rot, discoloration, pest damage, or irregular shape.

The dataset provides a comprehensive representation of the variations in cabbage quality, facilitating the training and evaluation of machine learning models for cabbage classification tasks. 

For each image, metadata may include details such as:
- Image resolution
- Image format (e.g., JPEG)
- Date and time of capture
- Lighting conditions
- Camera settings (e.g., aperture, exposure)
- Ground truth label (good/bad)

The images are labeled accordingly, enabling supervised learning algorithms to learn the distinguishing features between good and bad cabbage specimens. This dataset can be utilized across various applications, including agricultural automation, quality control in food processing industries, and computer vision research.
DOI: 10.6084/m9.figshare.4834382.v1
title: Geological studies in the Baalsrudfjellet nunatak between the Schirmacher Oasis and the Wohlthat Mountains to establish the continuation of the East African Orogen (EAO) in central Dronning Maud Land, East Antarctica

description: Monazite analyses, computed ages and age errors of three grains from the high- and low-melt metapelite.
DOI: 10.17632/987pvz5f8x
title: SmartPLS output

description: Raw data of questionnaire result rpocessed by software. The questionnaire is about halal purchase intention of muslim tourists in Spain
DOI: 10.17632/d6bb655wwg
title: Data for: Microplastics pollution studies in India: recent review of sources, abundances and research perspectives - a comparison with global research

description: Microplastics (MPs) are ubiquitous, persistent pollutants that are reported in abundance in all environments and biota. This review highlights the identification, distribution and concentration of microplastics in all aquatic environments and biota in the India region which is one of the least studied with only forty-four papers published on microplastics during 2013-2020 in the web of science. The present review focuses on the concentration of microplastics in different aquatic environments such as 3096 items/kg in marine sediments, 106 items/kg in biota, 59 items/L in seawater, 175 items/kg in sea salt, 33.9 items/L in lake water, 336 items/kg in lake sediments, 288 pieces/m3 in river water, and 328 items/kg in river sediments. Consequently, we studied the distribution and occurrence of pollution from MPs in coastal and freshwater environments such as rivers, lakes and biota. Therefore, we propose extending studies in all the above areas of microplastics knowing that there are many unique aquatic habitats and species that are yet unexplored. For future research, we suggest new methods for sampling MPs in all marine ecosystems and biota. Assessing research in each of these ways will allow suggesting a microplastic threshold level and devising control initiatives to minimize plastic consumption and its eventual hazard to the aquatic ecosystem. Moreover enforcing strict laws, enhancing legal initiatives, well-planned comprehensive waste management policies and spontaneous public engagement are essential to create awareness of marine plastic pollution and reduce the adverse effects of land-based plastics.
DOI: 10.17632/h7594nbys5
title: IT job ads from hh.ru, 2021-2022

description: The vacancy data from hh.ru site dated 2021-2022.
DOI: 10.17632/zt3ycs2kzc
title: Data for: NanoFlow Sheath Voltage Free Interfacing of Capillary Electrophoresis and Mass Spectrometry

description: These data are related to the following publication:
Yousef S. Elshamy, Timothy G. Strein, Lisa A. Holland, Chong Li, Anthony DeBastiani, Stephen J.  Valentine, Peng Li, John A. Lucas, Tyler A. Shaffer, NANOFLOW SHEATH VOLTAGE-FREE INTERFACING OF CAPILLARY ELECTROPHORESIS AND MASS SPECTROMETRY FOR THE DETECTION OF SMALL MOLECULES.  Analytical Chemistry
DOI: 10.6084/m9.figshare.27636192.v1
title: Data and code for '<i>Surapaneni et al. 2024. </i><i>The helmeted hornbill casque is reinforced by a bundle of exceptionally thick, rod-like trabeculae</i>'

description: Raw data and code for '<i>The helmeted hornbill casque is reinforced by a bundle of exceptionally thick, rod-like trabeculae</i>'
DOI: 10.6084/m9.figshare.29108438.v1
title: Results of AI segmentations and cell files research Part.1

description: These figures are the graphical results of my Master 2 internship on automatic segmentation using SAM2(Segment Anything Model 2)an artificial intelligence. The red line represents the best cell line from which anatomical measurements were made.
DOI: 10.17632/nzh9dv2dzd
title: BIG-600K (Part 7)

description: Paper: BRIDGE: A Multi-organ Foundation Model for Bridging Histology Images to Spatial Transcriptomics
Authors: Zhuo Liang , Weiqin Zhao , Fuying Wang , Guangyong Chen , Yuanhua Huang , Lequan Yu
DOI: 10.17632/sm2g9w4zjn
title: Interpersonal Boundary Task - Approaching Footsteps Sound Effect

description: In half of the trials, participants were asked to indicate “Stop” when the person heard approaching made them feel uncomfortable with the distance between themselves and the approaching person. In the other half of the trials, participants were asked to indicate “Stop” when they felt like they could touch the person they heard coming towards them. The order of these two tasks was counterbalanced across participants. In each case, the response times (RT) in milliseconds, i.e. the time taken to indicate “Stop”, were measured, with a longer RT a proxy for smaller boundaries of space. The task distinguishes between types of space representations: the former representation being involved in protecting the body, and the latter in goal-directed action. As such, we dissociate between discomfort and reaching distances. Here we adapted the auditory task by Vagnoni and colleagues (2018) to capture reaching distance to compare with discomfort distance.

The walking sound effects were generated and recorded using Unity 3D (Unity Technologies, 2020). Free footstep sounds were downloaded from https://freesound.org/ and were split into single files, one file per footstep. A unity script loaded the footstep audio files when a walking animation was executed and synchronised each sound with the animation. A unity scene with an audio reverb zone was created with a maximum distance of 36 metres. An audio listener was located inside the reverb zone which allowed one to gradually change the footstep sound effect as the animation slowly moved closer to the target. The output was generated using the Unity Recorder tool.
DOI: 10.17632/ssycxg2snx
title: Ancient palm leaf documents

description: This repository contain ancient palm leaf images of Kambaramayanam and Jathakam which describes details of original Ramayanam and horoscopic details of humans, places and buildings. The original data as well as some ground truth data was created for the further experimentation of binarization and classification of palm leaf for increasing the readability as well as segregating the classes.
DOI: 10.25422/azu.data.28620923.v1
title: Data for "Early signals of fragmentation of flat-tailed horned lizards in the Yuma Desert"

description: We generated double digest restriction-site associated DNA sequencing data for 175 individual flat-tailed horned lizards (FTHL; <i>Phrynosoma mcallii</i>) sampled from the Yuma Desert Management Area, AZ, USA, between 2000 and 2020. The objectives of this study were to assess population structure and barriers to gene flow, changes in genetic diversity over time, and the relationship between geography and genetic variation. This study serves as an initial population genomic assessment to inform FTHL management and long-term monitoring efforts.Here, we provide the final set of 15,559 SNPs (in 141 individuals) output as a vcf file from the Stacks v. 2.60 <i>populations </i>module, after filtering the initial SNP set with Plink v. 1.9 (--mind 0.95 to remove samples with very high missingness, followed by --geno 0.25, --mind 0.5, and --maf 0.01). The vcf includes one SNP per locus (the --write-random-snp flag was used in <i>populations</i>). We have also included the population map used for processing genomic data with Stacks, as well as the UTM coordinates for samples included in the spatial analyses of population structure (those collected between 2018 and 2020).<br><br><br><br><i>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</i>
DOI: 10.6084/m9.figshare.27635526.v1
title: Supplementary Material for: A Programmatic Approach to En Bloc Transurethral Enucleation of the Prostate with Bipolar System (TUEB): A Single-Center Retrospective Report

description: Introduction: This study presents a systematic approach for en bloc transurethral enucleation of the prostate utilizing a bipolar system (TUEB), evaluating its effectiveness and safety. Furthermore, the research aims to pinpoint risk factors contributing to early stress urinary incontinence (SUI) after undergoing en bloc TUEB.
Methods: The en bloc TUEB procedure is visually demonstrated through images and videos. A retrospective analysis was conducted based on the data of 88 patients diagnosed with benign prostatic hyperplasia (BPH) who underwent en bloc TUEB between January 2018 and April 2023. Detailed perioperative and follow-up clinical data were collected and analyzed. Patients were categorized based on the occurrence of SUI, and their clinical characteristics were analyzed.
Results: The mean surgical duration was 113.1 ± 50.0 minutes, resulting in an excised prostate gland weighing 58.0 ± 34.3 g and a hemoglobin drop of 14.3 ± 11.2 g/L. The average enucleation rate was 79.00 ± 11.01 %, enucleation efficiency was 0.54 ± 0.26 g/min and prostate specific antigen (PSA) reduction rate was 42.08 ± 22.85 %. There were no major complications during operation. Twenty-three patients (26.13%) developed early SUI after catheter removal, and 74% of them were in remission within 1 month. Importantly, no cases of persistent SUI were observed. Lower urinary tract symptoms (LUTS) duration was significantly different between patients with and without post-operative SUI. Residual urine volume, International Prostate Symptom Score (IPSS) and Quality of Life (QoL) score were significantly improved in BPH patients after surgery (P &lt; 0.05). Twelve months after surgery, only 2 patients (2.27%) had urethral stricture, although it recovered after transurethral dilation.
Conclusions: En bloc TUEB is proven to be effective, practical, efficient and safe with minimal complications. This procedure could be standardized and widely adopted. LUTS duration can predict the risk of early SUI.
DOI: 10.6084/m9.figshare.6728231.v5
title: Alignment flie of 13 CDS and 2 rRNAS by IQ-TREE

description: Alignment flie of 13 CDS and 2 rRNAS by IQ-TREE<br>
DOI: 10.17632/cvjt57xspg
title: Open-source hybrid 3D-bioprinter for simultaneous printing of thermoplastics and hydrogels

description: 3D-bioprinting is a promising technology applicable in areas such as regenerative medicine or in vitro organ model development. Various 3D-bioprinting technologies and systems have been developed and are partly commercially available. Here, we present the construction and characterization of an open-source low-cost 3D-bioprinter that allows the alternated microextrusion of hydrogel and fused deposition modeling (FDM) of thermoplastic filaments. The presented 3D-bioprinter is based on a conventional Prusa i3 MK3 printer and features two independent printheads: the original FDM-head and a piston-driven microextrusion system for soft materials. Modifications were designed modularly to fit various syringe formats or heating elements to the device. The bioprinter is the first hybrid DIY 3D-bioprinter that allows switching between materials as often as required during a print run to produce complex multi-material constructs with arbitrary patterns in each layer. For validation of the printer, two designs suitable for relevant bioprinting applications were realized. First, a porous plastic construct filled with hydrogel was printed, serving as a mechanically stable bone replacement tissue model. Second, a plastic chamber, which might be used in organ-on-a-chip applications, was printed with an extruded silicone sealing that enables the liquid-tight attachment of glass slides to the top and bottom of the chamber.
DOI: 10.17632/sgjzwcxgsr
title: LanCL

description: Mass spectrometry and Western blot data supporting the function of LanCL proteins published in Cell 2021 (doi: 10.1016/j.cell.2021.04.001)
DOI: 10.17632/v3mpf78z9n
title: Data for non-centrifugal sugar production

description: This data provides the information about the production of non-centrifugal sugar in the Andean Region
DOI: 10.6084/m9.figshare.21258183.v1
title: Patterns of malaria transmission in Loreto and opportunities for malaria elimination in Peru

description: Dataset of the study "Patterns of malaria transmission in Loreto and opportunities for malaria elimination in Peru"
DOI: 10.6084/m9.figshare.22800245.v1
title: Cycling life of the solid-state batteries

description: Long-term cycling performance of the SPAN|SPEs|Li at 0.3 C.
DOI: 10.6084/m9.figshare.27999233.v1
title: Data on paired leaf Na and root Na content across global terrestrial ecosystems

description: Based on a field investigation following the consistent method, we compiled a regional dataset of the Na content in paired leaves (Na<sub>Leaf</sub>) and roots (Na<sub>Root</sub>), which included 2183 species from 72 natural ecosystems in China. We also synthesized literature data on paired NaLeaf and NaRoot contents across global terrestrial ecosystems at the species level. First, we used ISI Web of Science (https://webofscience.clarivate.cn/wos) and Google Scholar (http://scholar.google.com) for a 1970–2024 literature search with the following keywords: “sodium” OR “Na” OR “mineral element” OR “beneficial element” AND “leaf and root” OR “plant organ” AND “forest” OR “grassland” OR “desert.” Second, we screened all literature and extracted leaf and root Na contents based on the following criteria: (i) reported paired observations of NaLeaf and NaRoot from mature individuals; (ii) plants were collected from terrestrial ecosystems, specifically forests, grasslands, and deserts; and (iii) plants were sampled in the field rather than through greenhouse experiments. Third, ancillary information, including the species name, life form (tree, shrub, and herb), vegetation type (forest, grassland, and desert), and geographical location (latitude and longitude), was collected. Data from multiple years at the same sampling site were averaged to ensure independence of observations. When data were only available as figures, the GetData Graph Digitizer (http://www.getdata-graph-digitizer.com) was used. Overall, 70 independent publications were included. The final global dataset contained 175 paired measurements of NaLeaf and NaRoot from 169 species (56 families) spanning 70 sites worldwide.Please find more information in the paper by Guo et al., (2024) in Global Ecology and Biogeography.
DOI: 10.6084/m9.figshare.7436951.v1
title: PNAS_Wieczynski_2018_FullDataset

description: Plot metadata for PNAS 201813723 p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Times}
DOI: 10.17632/6hp82tsb8g
title: Iron Ore Image Data

description: The dataset consists of Reflected Light Microscopic (RLM) Images of Iron Ores of four different grades in two different magnification of the microscope objective. The zipped folder IronOreRLM.zip contains two sub folders (Objective-10x, Objective-20x), each representing the magnification of the microscope objective used. These sub folders further contains sub folders named as per the grades of the ore images it contains. Each subfolder contains the raw images of a particular grade of iron ore. The grades of ores and the nomenclature used for naming the folders are - Blue Dust Ore (BDO), Hard Laminated Ore (HLO), Lateritic Ore (LO) and Soft Laminated Ore (SLO). The images are in TIF format of dimension 2048X1536. The dataset has been created for automating the task of characterization of iron ores using deep learning algorithms. The dataset can also be used for mineral composition analysis. A separate folder has also been uploaded named, Sample Images.zip, which a smaller size dataset, and contains few samples images from each category that provides a quick view of how the overall dataset is.
DOI: 10.6084/m9.figshare.14270504.v1
title: Spiders_and_Interaction_Mesocosms.csv

description: This dataset covers a variety of categories for spider data in 24 mesocosms, including spider physiology, spider predation of bumblebees, and mesocosm environmental data
DOI: 10.6084/m9.figshare.25471111.v1
title: Antibiotic Resistance Genes (ARGANNOT) (trimmed reads screening)

description: Results of antibiotic resistance genes –trimmed reads screening- using ARIBA 2.14.6 and Argannot database for 11 CA-MRSA isolates causing infections in children in Spain, in which no antibiotic resistance genes explaining their antibotic resistance phenotype were found using the corresponding assemblies.
DOI: 10.6084/m9.figshare.29005871.v1
title: A Listing of INM317 Design Justice 2025 Student Zines, with DOIs

description: During the 2024-2025 academic year, MSc Human-Computer Interaction Design students taking the INM317 Design Justice module at City St George's, University of London created a Design Justice-themed zine as their final coursewrok. Part of the assessment included depositing their work on figshare open access and include a CC-BY license and citation. After submitting their work internally via Turnitin, students were asked to complete an online form adding their zine's figshare citation text and DOI in different fields in order to create a directory. This Excel spreadsheet file lists the entries contributed by students by the deadline (41 in the first version). I refined the data by deduplicating, removing anomalous data and adding a couple of notes. I expect to add another version once students with extensions submit, and/or to correct any remaining errors. Shared as an open educational resource and in order to amplify the student work's reach and hopefully motivate them.
DOI: 10.17632/m26wv676yn
title: Discreet Choice Experiment on car sales in Norway