cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tpfphf89g3
title: Data Package for Probabilistic Evauation of the Retaining Walls Against Rockfalls

description: The dataset are divided into three spreadsheets, namely, Samples Generated (first sheet), Bounce Height Contours (second sheet), and Energy Contours (third sheet). The arrangement of the data in these three sheets is as follows:
(1) The first sheet contains 1000 samples generated for each input variable in Columns A to K. Additionally, the endpoint data obtained from the rockfall simulations are provided in Column I.
(2) The second sheet displays data related to the bounce height obtained from the rockfall simulations. In this sheet, the location of the retaining wall is provided in Column A, and the exceedance probability is given in the 2nd row. The rest of the data, i.e., Cells B3 to N101, indicate the bounce heights. Thus, by selecting the location and target probability level, the required height of the retaining wall is specified.
(3) The third sheet provides the data related to the total kinetic energy obtained from the rockfall simulations. In this sheet, the location from the slope origin is shown in Column A, and the exceedance probability is provided in the 2nd row. The rest of the data, i.e., from Cell B3 to T101, show the falling rock energy. Hence, by specifying the desired location and target probability, the total kinetic energy of the falling rocks at the selected location is determined.
DOI: 10.6084/m9.figshare.28400900.v1
title: Data | The influence of Pharmaceutical Care on health outcomes in the elderly population: what do systematic reviews say?

description: <i>Objectives</i>: To evaluate the influence of Pharmaceutical Care on health outcomes in the elderly population, focusing on clinical outcomes and adherence to pharmacotherapy. <i>Methods</i>: Following PRISMA and PRIOR guidelines, an Overview of Systematic Reviews was conducted using PubMed/MEDLINE, Scopus, Scielo, and Google Scholar in May 2024. The search aimed to identify Systematic Reviews of pharmacist-led interventions for individuals over 60 years old that addressed health-related outcomes. Data synthesis was performed according to Cochrane Collaboration recommendations for Systematic Reviews. <i>Results:</i> A total of 2,343 records were retrieved, of which 12 Systematic Reviews met the eligibility criteria after screening. Reported outcomes included reductions in hospital admissions, Adverse Drug Events, emergency department visits, mortality, falls, polypharmacy, use of potentially inappropriate medications, and improvements in adherence to pharmacotherapy. Significant improvements were observed in reducing emergency visits, polypharmacy, inappropriate medication use, and improving adherence to pharmacotherapy. The outcomes with the highest methodological quality were the reduction of emergency department visits and the improvement in medication adherence. <i>Conclusions:</i> This study concluded that Pharmaceutical Care positively influences health outcomes in the elderly population, highlighting the importance of expanding its role in healthcare services, particularly to optimize pharmacotherapy and reduce the use of inappropriate medications.
DOI: 10.17632/89vpfvp84k
title: sim-trhepd-rheed – Open-source simulator of total-reflection high-energy positron diffraction (TRHEPD) and reflection high-energy electron diffraction (RHEED)

description: The present paper reports sim-trhepd-rheed (STR), an open-source simulator of total-reflection high-energy positron diffraction (TRHEPD) and reflection high-energy electron diffraction (RHEED) experiments which are used for atom-scale surface structure determination of a material. Diffraction data obtained by these experiments are analyzed by comparison with numerical simulations. The STR simulator is used for the analysis of experimental diffraction data by simulating the rocking curve from a given trial surface structure by solving the partial differential equation of the dynamical quantum diffraction theory for positron or electron wavefunctions. Using the obtained surface structure, electronic structure, and other physical quantities can be evaluated through first-principles calculations. For this purpose, a utility software was also developed in order to realize a first principles calculation with the Quantum ESPRESSO suite.
DOI: 10.17632/8y42cbc7h8
title: Dataset: Efficient improvement for water quality analysis with large amount of missing data

description: Water is vital for life and local water pollution can damage the environment and affect human health. Governments and private institutions monitor and regulate water quality to protect the environment and populations. The consequences of pollution can reach far and wide, costing companies significant amounts in cleanup costs and loss of reputation. Most countries have official accredited laboratories and sampling teams that use varied technology, global expertise and local knowledge to provide water quality monitoring for different types of water and different and varied sampling locations. However, one of the main problems associated with monitoring and assessing water quality and meeting minimum standards of potability or usability is the analysis of samples based on local data. The problem lies in the fact that in many cases the data, due to the methodology or technique used or the expertise of the human resource that handles the samples, ends up configured in sets that have a large amount of missing information or data without information. This implies a problem depending on the analysis to be carried out. If you want to estimate a water quality index based on the samples, then you may have biased calculations due to the loss of information.

This dataset has been used for the generation of the manuscript: Efficient improvement for water quality analysis with large amount of missing data. D. Sierra-Porta,M. Tobón-Ospino. This manuscript is being submitted to Sustainable Production and Consumption (2022 Elsevier), Publication of the Institution of Chemical Engineers.
DOI: 10.17632/bs3g7k9tzt
title: Dataset on Catfish Study

description: Dataset on Catfish Study
DOI: 10.17632/gstfrwssrh
title: Comparative genomics reveals the molecular basis of the synthesis of triterpenoid saponin and distinct flower morphology in Sapindaceae species

description: Sapindaceae, also named as soapberry family, is a large family of plants of great morphological diversities. The majority of them are monoecious, producing separate male and female flowers on the same plant. Some have petal-less flowers, some bear fruits with fleshy arils, and some are great source of certain secondary metabolites, like saponins. With the rapid development of next generation sequencing technologies, a number of Sapindaceae species have been sequenced, providing great resources for research from the perspective of comparative genomics analysis. Here, we sequenced and assembled a high-quality genome of balloon-vine (Cardiospermum halicacabum L.), the first liana plant with a full-genome sequenced in Sapindaceae, with the smallest genome size reported so far, low heterozygosity and repeatability, conferring it an ideal model plant for functional genomics research in Sapindaceae. In combination with other six publicly available Sapindaceae genomes, we reconstructed the Ancestral Sapindaceae karyotype (ASK) consisting of 18 protochromosomes and main chromosomal diversification fusion events shared or unique to these species. We characterized a Sapindale-specific biosynthetic gene cluster likely responsible for the biosynthesis of triterpenoid saponins in yellowhorn, soapberry and litchi. Intriguingly, we found that the absence of petals in litchi flowers is caused by the repressed expression of AP1 and AP3-1, two MADS-box genes essential for petal identity specification. Species-specific insertion of transposon elements in the promoter region of these two genes contributed to their expression repression via RNA-directed DNA methylation. Our work provides new insight and a great demonstration of using comparative genomics to dissect the molecular basis of characteristic trait development in Sapindaceae.
DOI: 10.17632/k66j9vmh9r
title: DRalgo: A package for effective field theory approach for thermal phase transitions

description: DRalgo is an algorithmic implementation that constructs an effective, dimensionally reduced, high-temperature field theory for generic models. The corresponding Mathematica package automatically performs the matching to next-to-leading order. This includes two-loop thermal corrections to scalar and Debye masses as well as one-loop thermal corrections to couplings. DRalgo also allows for integrating out additional heavy scalars. Along the way, the package provides leading-order beta functions for general gauge-charges and fermion-families; both in the fundamental and in the effective theory. Finally, the package computes the finite-temperature effective potential within the effective theory. The article explains the theory of the underlying algorithm while introducing the software on a pedagogical level.
DOI: 10.6084/m9.figshare.23618064.v2
title: Data: Dream Content Discovery from Social Media with an Unsupervised Mixed-Method Approach

description: This repository contains the data generated for the research study titled "Dream Content Discovery from Social Media with an Unsupervised Mixed-Method Approach". The descriptions of the files (& their contents) can be found in <em>files_description.pdf</em>
DOI: 10.6084/m9.figshare.5427250.v1
title: Monitoring fractional nonconformance for short-run production

description: Quality characteristics observed in industrial processes are not always free from measurement errors. The term <i>fractional nonconformance</i> refers to the probability of an error-prone observation breaching the specification limits. Four new control statistics based on the fractional nonconformance concept are defined for process monitoring purposes. This work, motivated by milk products manufacturing, is tailored for short-run productions in which only individual measurements are accumulated over time. The performance of the newly defined control statistics is evaluated using simulation for both independent and autocorrelated processes. The results show that fractional nonconformance charts can be useful to monitor short-run production process, and the choice of the monitoring scheme does not heavily depend on the distribution of the quality characteristics.
DOI: 10.6084/m9.figshare.4028625.v3
title: Processed expression data of 10 major tissues for EST human

description: A tab-separated values (TSV) file for RefEx_expression_EST10_human<br>A value of "-1" means not applicable (N/A).
DOI: 10.17632/sxkgw5nw9s
title: Data extraction spreadsheet for scoping review on digital interventions for anxiety reduction in pediatrics

description: This dataset was developed as part of a scoping review titled "Digital Interventions for Anxiety Reduction in Hospitalized Pediatric Patients"
The research's central question was: "What technological interventions are used to reduce anxiety in hospitalized pediatric patients, and what evidence exists regarding their effectiveness?"
A literature search was conducted in ScienceDirect, IEEE, and PubMed from 2000 to March 2025. 
The query was ("video*" OR "digital" OR "comput*" OR "technolog*" OR "reality" OR "serious game” ) AND ("child*" OR "pediatri*" OR "paediatri*") AND ("hospital*") AND (anxiety OR stress OR "well-being"). For the databases that do not support truncation (wildcard) search, many queries were used with various common variations of each term.
Inclusion criteria: published in the English language; involved pediatric participants who were less than 19 y.o and hospitalized for more than 1 day; and investigated any type of computer technology-based intervention, either isolated or in combination with other therapies for anxiety reduction; articles need to present the intervention method, tests and results data/analyses and to be published after 2000. 
The dataset includes:
– Results of the initial database search;
– A broader set of studies addressing anxiety reduction through digital interventions, including those focused on single medical procedures;
– Detailed data on the final 12 studies that fully met all inclusion criteria.
Please refer to the associated scoping review manuscript for full context and interpretation.
DOI: 10.6084/m9.figshare.24903588.v1
title: Carbon unlocking efficiency study based on super-efficiency SBM-Malmquist

description: Carbon Neutrality goals and Sustainable Development Goals (SDGs), as new requirements for global development at this stage, have raised higher requirements for achieving the coordination of economic efficiency and ecological development of transportation infrastructure, especially highways. To promote the achievement of Carbon neutrality goals and SDGs, this research intends to study the effect of highways on the efficiency of carbon unlocking in each province. In this paper, we take China as an example, use the data of 18 listed highway companies and their provinces from 2010-2021 to conduct the study, measure the static carbon unlocking efficiency by using the super-efficiency SBM model with undesirable outputs, combine with the Malmquist index model for the decomposition of the efficiency and the dynamic analysis, and use the Tobit regression model to analyze the factors affecting the carbon unlocking efficiency. The results show that (1)From a static perspective, the carbon unlocking efficiency shows a steady upward trend, and the carbon unlocking efficiency has been in a state of low efficiency in general, with obvious regional differences. (2)From a dynamic perspective, carbon unlocking efficiency changes are relatively flat,and the carbon unlocking efficiency change index is in the rising stage, relying on technical efficiency can effectively improve the level of carbon unlocking efficiency. (3)The regional economic level, industrial structure, and urbanization level have a significant positive correlation with carbon unlocking efficiency, while the level of scientific and technological development and the level of opening up have a negative effect.
DOI: 10.6084/m9.figshare.5296303.v1
title: US-Stock-Tickers-Main

description: tickers from NASDAQ, NYSE, AMEX
DOI: 10.17632/rkjnh77kd2
title: (RAW) Trajectory Data for anti-human CXCR2 fragment variable vH-vL interface modified heated MD simulation

description: This is trajectory data obtained from modified heated MD simulation. Twenty-nine vHvL docked poses obtained from Alpha Fold-predicted ClusPro docking server (18 poses), SAbPred-predicted and docked chains (1 pose) and Alpha Fold-predicted LZerD docking suite (10 poses) were submitted for modified heated MD simulation with increasing temperature for coupling 300K, 330K, 360K and 390K spanning over 70ns. The root-mean-square-deviation of interface (RMSDi) of coarse-grain backbone (BB) was calculated with least-squares fit to the BB of initial structure (docked pose) as reference.
DOI: 10.17632/zwkbykdbrv
title: Name list of 'Moko' drums in Abui, Sawila, and Kula

description: This data set includes:  the original names of the different types of ‘moko’ drums from three ethnic groups in Alor Island, i.e., Abui, Sawila, and Kula, highly representative of the mutual diversity and consistency of the culture in the island (Abui from Central Alor and Sawila and Kula from Eastern Alor);  the related glosses, name by name, with very synthetic notes (where available) on the possible etymology and lexical interpretation.
DOI: 10.6084/m9.figshare.13138367.v1
title: data.zip

description: EEG data for BCI experiments
DOI: 10.6084/m9.figshare.25822666.v1
title: Intraspecific diversity mitigates the negative soil-legacy impacts of an invasive plant

description: Data and code for "Cheng C, Song W, Liu Z, Li B, van Kleunen M, Wu J. 2024. Intraspecific diversity mitigates the negative soil-legacy impacts of an invasive plant. New Phytologist"
DOI: 10.6084/m9.figshare.18776495.v1
title: Study on the Central Neural Pathway and the Relationship between the Heart and Small Intestine via a Dual Neural Tracer

description: <b>Abstract</b><b> </b>尽管功能非常不同，但越来越多的研究报告说，心脏和小肠之间可能存在潜在的中枢神经解剖学联系。在这项研究中，通过病毒示踪剂研究了心脏和小肠之间的中枢神经解剖关系。使用玻璃微电极将具有不同荧光报告基因（eGFP 或 mRFP）的伪狂犬病病毒 (PRV) 同源菌株显微注射到雄性 C57BL/6J 的心脏壁和小肠壁中。结果显示，大脑中共标记的核为中脑外侧导水管周围灰质（LPAG）和腹外侧导水管周围灰质（VLPAG），脑桥中脑三叉神经核（Me5）和三叉神经前部运动核（5Adi）。 . 脊髓中的共同标记部位是第二胸椎的中间外侧柱 (IML)、第三胸椎的 IML 和脊髓灰质第 7 层 (7SP) 以及第四胸椎的 IML。我们的数据表明，小肠和心脏可能通过中枢神经系统 (CNS) 共享一个综合调节。LPAG、5Adi 和 Me5 提供交感神经调节，IML 中存在内脏交感神经节前神经元。因此，我们的数据还表明，中枢交感神经系统的调节在这种整合机制中起着主导作用。我们的数据表明，小肠和心脏可能通过中枢神经系统 (CNS) 共享一个综合调节。LPAG、5Adi 和 Me5 提供交感神经调节，IML 中存在内脏交感神经节前神经元。因此，我们的数据还表明，中枢交感神经系统的调节在这种整合机制中起着主导作用。我们的数据表明，小肠和心脏可能通过中枢神经系统 (CNS) 共享一个综合调节。LPAG、5Adi 和 Me5 提供交感神经调节，IML 中存在内脏交感神经节前神经元。因此，我们的数据还表明，中枢交感神经系统的调节在这种整合机制中起着主导作用。<br>
DOI: 10.6084/m9.figshare.22657006.v1
title: Assessing the Knowledge, Attitude and Practice of Osteoporosis among Pakistani Women: a National Social-Media Based Survey

description: Data set of survery respondents, containing demographics and questions
DOI: 10.6084/m9.figshare.7624289.v1
title: Zoonotic hosts and land use change (PREDICTS) code and data

description: Code pipeline and data for Gibb et al, 'Land use has systematic effects on local zoonotic host communities'. Full description of dataset and code in README.rtf.<br>
DOI: 10.25442/hku.27965103.v1
title: Supporting data for “Investigating the Implementation and Effects of Personalized Gamification on Student Affective, Behavioral, and Cognitive Engagement”

description: The dataset is to support a PhD thesis. This thesis aims to explore the implementation and effects of personalized gamification on student engagement. This thesis includes five empirical studies, Study One aims to develop and validate a new player type model in gamified learning. Study Two aims to examine the feasibility of using cognitive diagnosis models to profile player types. Study Three aims to examine students’ adoption of a personalized gamified learning system, which incorporates the validated player type model and algorithm from Study One and Two. Study Four aims to examine the effectiveness of personalized gamification on student engagement in comparison to the widely used one-size-fits-all gamification. The personalized gamified learning activities were delivered through the system examined in Study Three. Study Five aims to address the lack of student agency in the fixed personalized gamification method in Study Four, by investigated the practices and effects of integrating personalization and customization in gamified learning environments.<br><br>The target participants in this thesis were Asian college students. Specifically, Study One and Two focused on the same group of 547 Asian college students. Study Three included 32 participants. Study Four included 65 participants, with 98% response rate (64 out of 65) to the questionnaire, 56 participating in the final exam, and 20 voluntarily participating in the interview. Study Five included 124 participants, with 95% response rate (118 out of 124) to the questionnaire, 111 participating in the final exam.<br><br>
DOI: 10.6084/m9.figshare.25971784.v3
title: <b>A high-quality </b><b>Chromosome-level</b><b> reference genome assembly of white-lipped deer (</b><b><i>Przewalskium albirostris</i></b><b>)</b>

description: <b>A high-quality </b><b>Chromosome-level</b><b> reference genome assembly of white-lipped deer (</b><b><i>Przewalskium albirostris</i></b><b>)</b>Structural annotation and functional annotation files for genomesRepetitive sequences of the genome
DOI: 10.17632/hjxtr5s8fg
title: Mantle dynamics of the long-lived Middle Yangtze basaltic field: insight from a combined geochemical and numerical modelling approach

description: This dataset includes the Supplementary Table S1-S3 for the manuscript titled "Mantle dynamics of the long-lived Middle Yangtze basaltic field: insight from a combined geochemical and numerical modelling approach", which was submitted to G-Cubed for consideration of publication. Table S1 contains the new and compiled whole-rock element and Sr-Nd-Pb isotopic compositions for the Middle Yangtze basaltic rocks. Table S2 and S3 show the uncertainties for the analyses of major- and trace-elements in the standards, respectively.
DOI: 10.17632/wc96srpx8m
title: Turkish Word Embedding Benchmark V2

description: JSON file consists of SemEval tasks for Turkish. Each comparison is an analogy test classified by the corresponding SemEval category.
DOI: 10.6084/m9.figshare.25566132.v3
title: The Yangtse River_CIPs_10m_2021.rar

description: By combining random forest and active learning methods, a multi-dimensional discriminative feature space was constructed using a large number of collected and annotated samples from chemical industrial parks and non-chemical industrial park areas, along with publicly available Sentinel-2 remote sensing imagery data. This feature space integrates spectral and texture features, along with the general physical characteristics of chemical industrial parks identified through POI recognition. Utilizing partitioned training on the Google Earth Engine (GEE) platform, precise predictions of chemical industrial parks along the Yangtze River were achieved. Through technical validation, the model achieved an accuracy rate of 80%. This study provides, for the first time, distribution map data of chemical industrial parks within a 5km range along the Yangtze River with a resolution of 10m. It offers a scientific basis for the fine-grained governance of chemical industries along the Yangtze River and provides a model methodology guide for the precise identification and sustainable development of the chemical industry within world-class river basins.
DOI: 10.17632/2bhmypy5sn
title: Database for solving a staffing problem with annualized hours, multiskilling with 2-chaining, and overtime

description: This repository contains datasets and results-files associated to the solution of an annual stafffing problem in the retail industry. Particularly, this repository is related to the article "Solving a staffing problem with annualized hours, multiskilling with 2-chaining, and overtime: a retail industry case" submitted to Computers & Industrial Enginnering. The repository has two main folders.

The first folder is called ‘Data’, which contains real, processed, and simulated data used in the two analyzes performed in the article (Analysis 1 and Analysis 2). 

The second folder is called ‘Results’, which contains two Excel workbooks named ‘A1-results.xlsx’ and ‘A2-results.xlsx’.  The first Excel workbook presents all the optimality gaps and computational times obtained for the 45 test instances associated to the Analysis 1. On the other hand, the second Excel workbook presents all the optimality gaps and computational times obtained for the 270 test instances associated to the Analysis 2.
DOI: 10.17632/nd7tyydww4
title: Riverine macroinvertebrates in a Cangshan mountain range of the Southwest China

description: The data show community structure at local sites. The datasheet has an abundance matrix (with sites as rows and taxa as columns). The community data were collected in the Cangshan Mountains located in a national, nature reserve in Yunnan Province, Southwest China. From November to December in 2012 (the dry season), 46 sites were surveyed along six streams on the east (21 sites) and west aspects (25 sites). At each site, macroinvertebrate samples were collected along a river reach of 50 to 100 m. Five replicates of the macroinvertebrate sample were collected from multiple habitats. For each replicate, macroinvertebrates were collected using a Surber sampler (30 × 30 cm with 500 μm mesh).
DOI: 10.6084/m9.figshare.2008653.v1
title: Qualitative Evaluation of Trauma Delays in Road Traffic Injury Patients in Maringa, Brazil

description: Qualitative data from interviewing prehospital and hospital providers to determine causes in prehospital delays of trauma patient presentation to trauma centers.