cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jx37kt2rjj
title: Flood vulnerability index of Korea in 2022

description: This data set contains both raw and processed data from the flood vulnerability assessment of 228 districts in Korea as of 2022. The study aims to analyze regional disparities in flood vulnerability using a multidimensional, indicator-based approach that incorporates regional resilience. Based on the IPCC's climate change vulnerability concept, 30 indicators across social, economic, physical, and infrastructural dimensions were constructed. The raw data were standardized and weighted using the entropy method to enhance objectivity.
The results indicate that highly vulnerable areas often exhibit high social and physical sensitivity, combined with low economic adaptive capacity. Additionally, it was found that 69.23% of the highly vulnerable districts are located in metropolitan areas, suggesting that urban regions are at greater risk of flood damage when social, economic, physical, and infrastructural factors are collectively considered. Moreover, over 90% of the vulnerable districts outside metropolitan areas were identified as population-declining regions, highlighting the potential negative impact of depopulation on local flood resilience.
DOI: 10.6084/m9.figshare.14406863.v1
title: Data and script - Quantifying migratory capacity and dispersal of the invasive Tench (Tinca tinca) in the St. Lawrence River using otolith chemistry

description: <b>Description:</b>Datafiles and R scripts from Morissette et al. 2021 article published in Canadian Journal of Fisheries and Aquatic Sciences <b><br></b><b>Study abstract:</b>The study of distribution and dispersal of invasive fishes is challenging during the early stages of invasion. Quantification of trace elements incorporated into fish hard parts represents an innovative technique for this task. Otolith chemistry has been used to describe fish stock structure, migratory behaviour and to support the management of several species. We used otolith chemistry to study the dispersal and population structure of Tench (Tinca tinca), an invader in the St Lawrence River. Tench movements throughout the invaded portion of the system were reconstructed using a Random Forests Algorithm. The results showed that, despite the presumed limited dispersal capacity of the species, Tench are capable of extensive migratory movements (up to 250 km). The variability in migratory patterns among individuals, including both short- and long-distance movements, supports a stratified diffusion. Such a strategy may explain the successful invasion of Tench in the St Lawrence River ecosystem. Our study represent a flexible framework for the study of Tench ecology in its invaded and native range, as well as for other freshwater invasive fishes.<br>
DOI: 10.6084/m9.figshare.18737438.v1
title: 6 Minute Walk Test - Comparison of two methods of measurements

description: Data comparing three different course configurations and two different methods of measurements. For methods of measurements, a paired t-test was used to analyze differences. For the configurations, a repeated measures ANOVA was used to analyze differences, and post hoc tests with Bonferroni correction used to locate the sources of difference. Config A represents a 12-meter straight walkway, Config B represents a 30-meter straight walkway, and Config C represents a 12-meter by 1.2-meter rectangular walkway. For reliability, interclass correlation coefficient using a two-way random model and absolute agreement to determine inter- and intra-rater reliability.
DOI: 10.6084/m9.figshare.21875373.v1
title: Data for surges in volcanic activity on the Moon about two billion years ago

description: The electron microprobe dataset for olivine and clinopyroxene profiles from Chang’e-5 basaltic clasts.
DOI: 10.6084/m9.figshare.27826293.v1
title: ActInfer-LLM_Data&Codes

description: Data and codes for manuscript titled "ActInfer-LLM: Inferring Activity Semantics from Raw Trajectories Through Geographic-Information Enhanced LLM Agents".
DOI: 10.6084/m9.figshare.28147991.v1
title: Mouse annotation files

description: These are several mouse mapping files that are used in the workflow for this project. (From the Mouse Genome Informatics, https://www.informatics.jax.org)
DOI: 10.6084/m9.figshare.28615094.v4
title: Organic fertilizer on AM fungi

description: organic fertilizers on AM fungi
DOI: 10.6084/m9.figshare.28917440.v1
title: Supplementary Table7 DW-Score Oryza rufipogon and Oryza sataiva japonica.csv

description: Currently, domesticated species available on the market have been developed through the breeding of wild relatives. We collected gene expression data of domesticated species of rice, tomato, and soybean, along with their presumed ancestral species, and conducted a meta-analysis to investigate differentially expressed genes during domestication. In wild relatives, the expression of gene groups involved in osmotic, drought, and wound stress tolerance was upregulated. In contrast, in domesticated species, upregulated ex-pression was observed in gene groups related to auxin and those involved in the efflux of heavy metals and harmful substances. By identifying these genes with differential ex-pression levels, we can gain insights into how domestication has influenced changes in crop traits. In particular, breeding strategies that make use of wild relatives with high genetic diversity are attracting attention as an important approach for addressing climate change and ensuring a sustainable food supply. The findings obtained in this study are expected to contribute to the realization of rapid breeding and the development of new varieties capable of growing in harsh natural environments. To address this issue, a new cultivation method called "De novo domestication" has been proposed, which combines the genetic diversity of currently unused wild relatives and wild relatives with genome editing technologies that enable rapid breeding.
DOI: 10.6084/m9.figshare.4244984.v1
title: PGC-1α over-expression suppresses the skeletal muscle atrophy and myofiber-type composition during hindlimb unloading

description: Disuse leads to severe muscle atrophy and a slow-to-fast myofiber-type transition. PGC-1α (Peroxisome proliferator-activated receptor <i>γ</i> coactivator 1α) is documented to play an important role in muscle atrophy and slow-twitch myofiber determination. Transcription of atrophy-related Atrogin-1 by FoxO3 can be reduced by PGC-1α. While Smad3 augments FoxO3-induced Atrogin-1 and MuRF1 promoter activity. So PGC-1α, as a transcription co-activator, may regulate hindlimb unloading (HU)-induced myofiber-type transition and muscle atrophy through Smad3. Our results showed that transgenic PGC-1α mice resisted HU-induced muscle loss, atrophy-related genes expression, and slow-to-fast myofiber<sub>-</sub>type transition. Furthermore, over-expression of PGC-1α resisted the increase in pSmad3 during muscle atrophy <i>in vivo</i> and <i>in vitro</i>. And, PGC-1α over-expression inhibited the expression of atrogenes via suppressing the phosphorylation of Smad3 <i>in vitro</i>. Thus, PGC-1α is effective in regulating myofiber-type transition during HU, and it alleviates skeletal muscle atrophy partially through suppressing the activation of Smad3. PGC-1α overexpression alleviates HU-induced myofiber-type transition and may attenuate muscle atrophy partially via suppressing pSmad3.
DOI: 10.6084/m9.figshare.650228.v1
title: Code and example data to calibrate the niche model of food webs based on allometric relationships

description: #### READ ME ################################### The code has the following structure # 1. Loading of an artificial dataset of i) predator-prey interactions, ii) body size distribution, iii) hypothetical species presence/absence lists # 2. Definition of functions run for the analysis # 3. Calculation of the observed parameters for the niche model # 4. Inferrence of the parameters for all species in the metaweb ## Name of the parameters of the niche model # n: niche position along the niche axis # c: centroid of the niche # r: range of the niche
DOI: 10.17632/62p27mnm2j
title: Social responsibility data and performance of companies accepted in Tehran Stock Exchange

description: Our sample includes 133 companies listed on the Tehran Stock Exchange during the years 2011-2017, which includes 798 years - the company. The required data has been collected by using financial statements and the board's report to the general shareholders' meeting and other notes to the financial statements of the companies.
DOI: 10.6084/m9.figshare.19311017.v1
title: codebook

description: Gene panel codebook used for MERFISH.
DOI: 10.6084/m9.figshare.19387637.v1
title: Root trait responses to drought and warming

description: 1. Plant species show a broad spectrum of plasticity in their covarying root traits in response to soil water limitation, ranging from no change to shifts towards traits that enhance the acquisition of water and nutrients. Knowledge of these plant root trait correlations and associated trait plasticity under drought is crucial to sustaining pasture and grassland productivity under future, drier climates. 2. Here, we investigated belowground responses to drought in four C<sub>3</sub> and three C<sub>4</sub> pasture grasses and whether these explain aboveground responses during extreme winter and spring drought, and post-drought recovery, in a well replicated field manipulation experiment. We hypothesised that: 1) C<sub>3</sub> and C<sub>4</sub> functional groups differ in their belowground trait responses to drought: C<sub>3</sub> species shift their traits in line with a drought avoidance strategy and C<sub>4</sub> species shift towards drought tolerance strategies; 2) post-drought recovery is associated with belowground carbon reserves in both functional groups. 3. Root traits in C<sub>3</sub> species were associated with higher values for specific root length, nitrogen and soluble sugar concentrations, while those in C<sub>4</sub> species were more associated with higher mean diameter, tissue density and starch concentrations. During drought, plasticity in root traits in both C<sub>3</sub> and C<sub>4</sub> functional groups increased values for specific root length, root soluble sugars, root nitrogen, and reduced values for root tissue density, which we interpret as a drought avoidance strategy. Aboveground productivity during drought was related positively with root soluble sugars, crown nitrogen concentrations and negatively with root tissue density and crown soluble sugars, and post-drought recovery was correlated positively with soluble sugars in roots and crowns. 4. These findings highlight the importance of understanding links between root trait plasticity and plant productivity during drought and post-drought recovery for predicting plant species’ responses to changes in a future climate.
DOI: 10.6084/m9.figshare.8869769.v1
title: Whole Slide Image of Canine Mast Cell Tumor, ID 1

description: Whole Slide Image of Canine Mast Cell Tumor, part of the MITOS_WSI_CCMCT data set.
DOI: 10.17632/6jbpfcsngp
title: Governance Index

description: The research data used for research article
DOI: 10.17632/7wx7fdzvtx
title: Horizontal slices and latitude sections of the 3-D lithospheric model of the North China Craton inverted with magnetotelluric array data

description: To map the resistivity structure and discuss the destruction of the North China Craton, we inverted 870 stations of magnetotelluric (MT) array data in a period range of 0.01~10,000 s using ModEM. These data were collected from 2010 to 2012 by China University of Geosciences Beijing. MTU-5A and Lemi-417 instruments were used to collect broadband and long-period data, respectively. Broadband and long-period Data were processed using SSMT2000 and Varentsov’s code, respectively, giving the broadband data a period range of 0.003 ~ 5,000 s and the long-period data a period range of 10 ~ 10,000 s. The folder “./ Coordinates” contains two files: “All stations.txt”, coordinates of all inverted MT stations in Longitude/Latitude format; “LMT.txt”, coordinates of all inverted long-period MT stations. The folder “./ Latitude Sections” contains resistivity sections cut from the 3-D resistivity model along latitudes in X(km)/Y(km)/Log10(rho) format. The folder “./ Horizontal Slices” contains horizontal resistivity slices cut from the 3-D resistivity model at some depths in Longitude/Latitude/Log10(rho) format.
DOI: 10.6084/m9.figshare.1006427.v2
title: Evolving topics of articles from Guokr.com

description: This dataset reflect the evolving topics of articles from Guokr.com. The graph file attached is a visulization produced by Gephi.
DOI: 10.6084/m9.figshare.11688261.v1
title: Growth curves of Gardnerella vaginalis and Lactobacillus crispatus on glycogen and glucose

description: Dataset with results section, find more at reblab.org<br>
DOI: 10.6084/m9.figshare.14794857.v1
title: 24节点配电网络规划参数.xlsx

description: 用于配电网扩展规划的24节点网络结构及数据
DOI: 10.6084/m9.figshare.21644732.v6
title: Molecular identification of wood-decaying fungi of Armillaria genus widespread in Eastern Siberia and the Far East of Russia using ITS, IGS-1-1 and TEF-1Α genetic markers

description: Areal, location, species, host, source, origin and pathogenicity of Siberian and Far Eastern strains of <em>Armillaria</em> used in the study.
DOI: 10.6084/m9.figshare.28016501.v4
title: Data and code for study of aging proteomes in four tissues from C57BL/6N mice via Orbitrap Astral mass spectrometer and tandem mass tag (TMT) integration

description: This study quantitatively profiled multiple proteomes from C57BL/6 mice, representing a balanced block design across both sexes and three age groups (3 months, 12 months, 18 months). Tissues include three sections of the brain (cortex, hippocampus, striatum) and the kidney.
DOI: 10.6084/m9.figshare.6804386.v1
title: Smart Grids Data Analysis: A Systematic Mapping Study

description: Supporting material for the article <i>"Smart Grids Data Analysis: A Systematic Mapping Study"</i> accepted for publication in IEEE Transaction of Industrial Informatics journal. In this material, you can find the list with references of the 359 papers included.<br><br>The review includes 359 papers, initially 267 papers were reviewed, and a 2nd round increased the number. Additional diagrams to those included in the paper refer to this first round. After the paper was reviewed, new papers from 2018-2019 were added (92). The final outcome of the review is a total of 359 articles (2007-2019).<br> Included files:------------------<br>+ <b>SMS-PapersList.pdf</b>: list of included papes in the SMS with the index used in the article;+ <b>SMS-PapersList-Small.pdf</b>: same list, but with smaller font (less pages) + <b>SMS-Mined-Scopus-IEEE-ACM-WoS-SpringerLink-ScienceDirect.zip</b>: bib files from the 2129 articles mined from the digital repositories at the beginning of the SMS process;+ <b>SMS-Filtered-267-bib.zip</b>: bib files from the 267 SMS articles with metadata about the SMS categories (using JabRef version 2.10b2);<br>+ <b>SMS-Abstracts-267papers.zip</b>: abstracts from the 267 SMS articles;+ <b>SMS-2018-2019-bib-Addendum.zip</b>: contains an addendum of articles (92) in bib format that were added after the paper was reviewed to include articles from 2018-2019.+ <b>SMS-Top-Terms-Bigrams-Trigrams-csv.zip</b>: csv files with the top terms, bigrams, trigrams from all the categories;+ <b>SMS-source.zip</b>: R source code for bubble-plots and for text-mining (environment used: RStudio 1.1.383, R version 3.4.4 (2018-03-15) platform x86_64-pc-linux-gnu, Ubuntu 14.04 kernel 3.13.0-153);<br>+ <b>SMS-HiRes-Images.zip</b>: high resolution figures;+ <b>SMS-top-trigrams.png, </b><b>SMS-top-bigrams.png, SMS-top-terms.png</b>: graphics for all the top terms in the abstracts;
DOI: 10.17632/7tmscdm2rn
title: Lip volumization with cross-linked hyaluronic acid 18 mg/ml. Efficacy and safety in 102 treated patients

description: Introduction: beauty trends have increased the demand for aesthetic procedures, especially the use of hyaluronic acid (HA), to rejuvenate the face and enhance lips. This safe and effective treatment hydrates, fills wrinkles, and restores volume to different
areas of the face. HA is obtained from non-animal sources, is non-immunogenic, and possesses antioxidant properties. The perioral region, key to facial aging, is highly sought after for correcting wrinkles, folds, and the loss of definition caused by factors
such as age, sun exposure, and lifestyle habits. Cross-linked hyaluronic acid (HRA) is an ideal option for restoring volume to this area.

Objectives: to evaluate the safety, efficacy and adverse effects of using HRA 18 mg/ml as a lip filler.

Materials and methods: a prospective clinical study included 102 patients (81 women and 21 men), aged 25–65, who required lip volumization and received Cientific Hyaluronic Facial Implant 18® (HRA 18 mg/ml). Treatment efficacy was assessed using the Global Aesthetic Improvement Scale (GAIS). Initial lip volume and perioral wrinkle severity were assessed using the photonumeric scales MERZ (Merz Lip Fullness Scale, MLFS) and Wrinkle Severity Rating Scale (WSRS), respectively. Safety was determined by analyzing local reactions at the injection site and the occurrence of adverse events. The product was administered at a dose of up to 1 ml per half of the lip in an initial application (T0), with follow-ups at 1, 3, and 8 months. If necessary, a single reapplication was performed during these follow-ups. Treatment efficacy was assessed at a final follow-up at 12 months.

Results: adverse effects were mild, of immediate onset, common for this type of treatment, which resolved without the need for special treatment. The volumizing effect of HRA 18 mg/ml was effective in 98% of treated patients, with a gradual decrease after
12 months. A significant improvement in lip hydration and firmness was observed.

Conclusions: HRA 18 mg/ml is a safe and effective treatment as a dermal filler in lips, with high volume retention and lasting up to 12 months. Patients and professionals experienced high satisfaction, and improvements in skin firmness and elasticity were observed. The results support HRA as a viable and beneficial option in aesthetic medicine.
DOI: 10.17632/vvr4w36bn6
title: Broken Access Control Detection Dataset (BAC-ML-1M)

description: The dataset was built manually through Python script simulations which tracked access control activities on three security compromised web applications named DVWA (Damn Vulnerable Web Application), WebGoat and OWASP Juice Shop. Building an extensive dataset served as the main goal because researchers needed it for training and evaluating machine learning systems that detect Broken Access Control (BAC) attacks in real-time.
The script conducted valid access requests and counterfeit attempts to circumvent access controls through automated procedures. The script collected user requests while tagging them by anticipated permission results, vulnerability classification (IDOR, Forced Browsing), and simulated monitoring detection outputs. The established labelling system enables researchers to conduct supervised as well as unsupervised learning experiments in cybersecurity fields.
The final version contains 1 million records, which include the following fields:
1. User roles and session metadata
2. Requested resources and access methods
3. Access outcomes (expected vs. granted)
4. Attack payloads and vulnerability types
5. Anomaly and risk scores
6. Binary attack detection labels
This dataset supports:
1. The development and benchmarking of intrusion detection and prevention systems serve as the main functionalities of this dataset.
2. Evaluation of real-time access control enforcement techniques
3. Organizations can use Role-based access violation profiling combined with behavioural analytics for their systems.
4. Security education, red team simulation, and vulnerability research
5. The testing of anomaly detection systems, along with access pattern deviation systems, utilizes benchmarking as a method
DOI: 10.6084/m9.figshare.1400545.v1
title: Dataset de Imagen de ciencia de estudiantes de Magisterio de la Universidad de Granada (2008-2011)

description: Esta base de datos o dataset contiene los datos sobre los que se ha elaborado el artículo Vílchez González, J.M., Carrillo-Rosúa, J., Sabiote, C., Jiménez-Tejada, P. (2015) Imagen de ciencia de estudiantes de Magisterio. Didáctica de las Ciencias Experimentales y Sociales, en prensa. Se presentan así las contestaciones de estudiantes de la Facultad de Ciencias de la Educación de la Universidad de Granada a un cuestionario sobre imagen de ciencia, adaptado de Ruiz et al. (2005). La población a estudiar eran estudiantes matriculados en las asignaturas “Ciencias de la Naturaleza y su Didáctica” (segundo curso de la diplomatura de Maestro de Educación Primaria) y “Conocimiento del Medio Natural, Social y Cultural” (segundo curso de las diplomaturas de Maestro de Educación Física, Educación Musical y Lengua Extranjera), contestándose a la encuesta al final de dichas asignaturas. No puede hablarse de proceso de muestreo alguno, sino de un intento por llegar a la población total de referencia. Finalmente el número de participantes ascendió a 1260. Bibliografía: Ruiz, C., Porlán, R., Da Silva, C. y Mellado, V. (2005). Construcción de mapas cognitivos a partir del cuestionario INPECIP. Aplicación al estudio de la evolución de las concepciones de una profesora de secundaria entre 1993 y 2002. Revista Electrónica de Enseñanza de las Ciencias, 4 (1).
DOI: 10.6084/m9.figshare.25285891.v1
title: Platelet indices as diagnostic and prognostic markers in acute coronary syndrome

description: Study is on analysing platelet indices as diagnostic and prognostic markers in acute coronary syndrome
DOI: 10.17632/56cy24hck6
title: Benchmark dataset for the Steiner Traveling Salesman Problem using Quantum Annealing

description: This dataset contains the instances used in the paper "Steiner Traveling Salesman Problem with Quantum Annealing"
DOI: 10.17632/598dxzxy8j
title: Heterostructured CuCo2S4-Co9S8 Nanosheets as Freestanding Cathodes for Flexible Fiber-shaped Li-CO2 Batteries

description: The original data of the paper "Heterostructured CuCo2S4-Co9S8 Nanosheets as Freestanding Cathodes for Flexible Fiber-shaped Li-CO2 Batteries".
DOI: 10.17632/6wvt558dwh
title: Mofidi Bacteria Inactivation Database

description: Database created from an open, systematic literature review extracting bacteria log reduction values for chemical and physical water treatment processes. Data show CxT (for chlorine, chloramine, chlorine dioxide, ozone, peracetic acid, performic acid), UV light dosage (low pressure, medium pressure, pulsed), and filtration (microfiltration, ultrafiltration, reverse-osmosis) requirements for corresponding bacteria log reduction. The primary focus of this research was to extract datapoints for bacteria (positive and negative Gram stain; facultative anaerobic and aerobic; rod-, coccoid-, comma- and s-shaped; motile and non-motile; and pathogenic) along with bacteria groupings that include total coliforms, fecal coliforms, and HPC bacteria. Legionella spp. were separated in two as either Legionella pneumophila or non-pneumophila Legionella. In addition to the above bacteria, the database also includes a limited amount of treatment information for other organisms (secondary organisms) gathered circumstantially during the search: amoeba, fungi, bacterial spores, and radio-tolerant/extremophile bacteria. As these organisms were not the primary focus of this literature review, the recording of their treatment data should not be considered exhaustive. This database holds a total 8,031 records (4,822 bacteria and 3,209 secondary organisms).