cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.3566361.v1
title: Appendix D. Pearson correlations (r) between tree-level variables and two independent dimensions of tree structure revealed by principal components analysis.

description: Pearson correlations (r) between tree-level variables and two independent dimensions of tree structure revealed by principal components analysis.
DOI: 10.17632/wydzd4xh7w
title: Hsaddatasets

description: Time-series datasets for quantifying association between short-term exposure to maximum temperature and heatstroke-related ambulance dispatches in Japan
DOI: 10.17632/2pscjykc4b
title: Data for: Online information adoption about public infrastructure projects in China

description: Code and data to reproduce the paper of Online information adoption about public infrastructure projects in China
DOI: 10.17632/3hpjdv86tr
title: Assessment and determination of earthquake casualty gathering area based on building damage state and spatial characteristics analysis

description: This is the additional data of the <Assessment and determination of earthquake casualty gathering area based on building damage state and spatial characteristics analysis>, which is used for the reproduction and verification of the experiment. Including basic building information, actual seismic records, and satellite images of the study area before and after the earthquake.
DOI: 10.17632/c8m7psxnf4
title: Dataset on business churning, productivity and product market regulation

description: The dataset on business churning, productivity and product market regulation uses publicly available data from Eurostat, Ameco and OECD. Data on business churning are retrieved from the Eurostat’s Business Demography Database, which provides statistics on firms’ birth and death rates. The birth (death) rate is defined as the number of enterprise births (deaths) in the reference period (t) divided by the number of enterprises active in t. The business ‘’churn’’ – or firm turnover – is computed as the sum of the birth and death rates. Additional data from Eurostat are retrieved to compute a decomposition of labour productivity, as well as to create a measure for allocative efficiency across and within groups of firms classified by size, for country-year-sector combinations. Total factor productivity (TFP) growth is defined as the portion of output that is not explained by the amount of inputs used in production, and therefore referred to as a representation of technological progress. TFP is computed on the basis of a neo-classical Cobb-Douglas production function, as a residual of the gross domestic product after the contributions of labour and capital have been taken into account. Its level is determined by how efficiently and intensely the inputs are utilised in production. As such, the computation of TFP requires some assumptions. In particular, we assume that the elasticities of labour and capital are equal to 2/3 and 1/3, respectively. Moreover, using aggregate values of total employment in millions of persons and consumption of fixed capital in millions we assume constant skill composition of the employed skill force and constant composition of the capital stock. TFP variables are obtained using Ameco data and are available with a sectoral breakdown. Product market regulation is measured by the OECD Regulation in Energy, Transport and Communications Index (PMR ETCR). Finally, we construct an indicator which captures the cyclical position of a given sector. Following Bartelsman et al. (1994), the indicator is constructed using the growth of downstream sectors, i.e. sectors that buy inputs from the sector of interest. The cyclical indicator is computed using World Input-Output Tables, providing data in years 2000-2014 (Timmer et al. 2015), and deflated by the GDP deflator. The overall (slightly unbalanced) dataset covers 28 European Union countries over the period 2000-2014.
DOI: 10.17632/vb2dh48bmc
title: IFLS data for Cognitive Research

description: The entire dataset for the Indonesia Family Life Survey (IFLS) can be accessed at [https://www.rand.org/well-being/social-and-behavioral-policy/data/FLS/IFLS.html](https://www.rand.org/well-being/social-and-behavioral-policy/data/FLS/IFLS.html). This website provides the data utilized in the research titled "Older Age Cognition in Indonesia: Differences in the Moderating Role of Social Capital."
DOI: 10.17632/wchzzpzhmy
title: AHA CDA 11/1/2019 - 10/31/2022

description: Raw patch-clamp data over the years of work on AHA Career Development Award on the topic of "Importance of collecting duct ClC-Kb/2 channel for urinary electrolyte excretion"
Overall, I demonstrated that ClC-K2/b function in the ICs is primarily regulated by dietary Cl- intake in an Ang II-dependent manner. Transcellular ClC-K2/b-mediated Cl- flux reduces the ENaC-generated driving force for K+ secretion (see Principal Scheme) switching the CD transport profile from Na+/K+ exchange during hyperkalemia (only aldosterone is elevated) to NaCl reabsorption during hypovolemia (both aldosterone and Ang II are high). Overstimulation of ENaC and ClC-K2/b by chronically elevated Ang II causes renal salt conservation contributing to Ang II-induced hypertension.
DOI: 10.6084/m9.figshare.29149106.v1
title: The data of <i>Transformation of the depocenter in the Yangtze Estuary under fluvial sediment changes and human intervention</i>

description: this study investigates four decades of sedimentary and morphological changes in the Yangtze Estuary using an integrated framework. Drawing on grain size analysis, grain trend analysis, bathymetric data, and sediment budget calculations (e.g., sediment diversion ratio), we characterize temporal shifts in sediment transport and depocenter dynamics. Unlike previous work, we focus on interannual-scale patterns and the driving mechanisms behind sediment accumulation–erosion transitions across the estuary. Specifically, we aim to: (1) identify long-term variations in sediment characteristics from the 1980s to the present; and (2) reveal how these changes, under declining sediment supply and human interventions, have influenced the evolution and spatial migration of the estuarine depocenter.
DOI: 10.17632/pw2w73mg8v
title: Neonatal Biliary Atresia Ultrasound Diagnosis for ghost gallbladders

description: It contains expert-labeled gallbladder ROI of biliary atresia and non-biliary atresia ultrasound images from those of infantile cholestasis, invloving bowel interference and varying probe conditions in dynamic video settings. The large open dataset is approved by Guangzhou Women and Children Medical center, for tackling the challenges in detection of "ghost gallbladders".
DOI: 10.17632/wnfjgzf2kt
title: Long reads dataset of Sengon (Falcataria falcata) infected by gall-rust disease

description: This dataset provides Sengon (Falcataria falcata) transcriptome reference using MinION Nanopore on treated leaves with artificial inoculation.
DOI: 10.6084/m9.figshare.13292033.v1
title: Supplementary Material for: Detection and Prediction of Incident Alzheimer Dementia over a 10-Year or Longer Medical History: A Population-Based Study in Primary Care

description: <b><i>Background:</i></b> Despite the crucial role played by general practitioners in the identification and care of people with cognitive impairment, few data are available on how they may improve the early recognition of patients with Alzheimer dementia (AD), especially those with long (i.e., 10 years and longer) medical history. <b><i>Aims:</i></b> To investigate the occurrence and the predictors of AD during a 10-year or longer period prior AD diagnosis in primary care patients aged 60 years or older. <b><i>Materials and Methods:</i></b> A cohort study with a nested case-control analysis has been conducted. Data were extracted from the Italian Health Search Database (HSD), an Italian database with primary care data. AD cases have been defined in accordance with the International Classification of Diseases, ninth edition (ICD-9-CM) codes and coupled with the use of anti-dementia drugs. Prevalence and incidence rates of AD have been calculated. To test the association between candidate predictors, being identified in a minimum period of 10 years, and incident cases of AD, we used a multivariate conditional logistic regression model. <b><i>Results:</i></b> As recorded in the primary care database, AD prevalence among patients aged 60 years or older was 0.8% during 2016, reaching 2.4% among nonagenarians. Overall, 1,889 incident cases of AD have been identified, with an incidence rate as high as 0.09% person-year. Compared with 18,890 matched controls, history of hallucinations, agitation, anxiety, aberrant motor behavior, and memory deficits were positively associated with higher odds of AD (<i>p</i> &lt; 0.001 for all) diagnosis. A previous diagnosis of depression and diabetes and the use of low-dose aspirin and non-steroidal anti-inflammatory drugs were associated with higher odds of AD (<i>p</i> &lt; 0.05 for all). <b><i>Conclusion:</i></b> Our findings show that, in accordance with primary care records, 1% of patients aged 60 years and older have a diagnosis of AD, with an incident AD diagnosis of 0.1% per year. AD is often under-reported in primary care settings; yet, several predictors identified in this study may support general practitioners to early identify patients at risk of AD.
DOI: 10.6084/m9.figshare.25239601.v1
title: DTG 3TC HIV EPI study.xlsx

description: The persistence of human immunodeficiency virus (HIV) within viral reservoirs poses significant challenges to eradication efforts. Epigenetic alterations, including DNA methylation, are potential factors influencing HIV latency and persistence. This study details the development and application of techniques to assess CpG methylation in the promoter regions of the <i>CCR5</i> and <i>CXCR4</i> genes, key HIV-1 coreceptors. Using both Sanger sequencing and pyrosequencing methods, we examined 51 biological samples from 17 HIV-1-infected individuals at three time points: baseline (Week 0) and post-antiretroviral therapy (ART) at Weeks 24 and 48.Our results revealed that <i>CXCR4</i> promoter CpG sites were largely unmethylated, while <i>CCR5</i> promoter CpGs exhibited significant variability in methylation levels. Specifically, <i>CCR5</i> CpG 1 showed a significant increase in methylation from Week 0 to Week 48, while <i>CXCR4</i> CpG 3 displayed a significant decrease between Week 0 and Week 24. These differences were statistically significant when compared with non-HIV-infected controls. These findings demonstrate distinct methylation patterns between <i>CCR5</i> and <i>CXCR4 </i>promoters in HIV-1 individuals over time, suggesting that epigenetic modifications may play a role in regulating HIV-1 persistence. Our techniques provide a reliable framework for assessing gene promoter methylation and could be applied to further research in HIV epigenetics.<br>
DOI: 10.17632/9rh6hyd89n
title: SPHinXsys: An open-source multi-physics and multi-resolution library based on smoothed particle hydrodynamics

description: In this paper, we present an open-source multi-resolution and multi-physics library, SPHinXsys, which is released under the Apache License (2.0). Along with the source code, a complete documentation is also distributed for easy compilation and execution. SPHinXsys aims at modeling coupled multi-physics industrial dynamic systems within a unified SPH framework. It has two important features, namely, (1) the generic design providing a C++ API with very good flexibility for domain-specific applications, (2) the unified framework within which numerous industrial or scientific applications can be coupled. The present version (v0.2.0) includes a wide range of validation tests and applications in the fields of fluid dynamics, solid dynamics, thermal and mass diffusion, reaction-diffusion, electromechanics and fluid-structure interactions.
DOI: 10.17632/fpvgzpddng
title: The Death of a Regulator: Strict Supervision, Bank Lending, and Business Activity

description: We include with this replication package all public datasets used in our analysis. We cannot share some commercial data, e.g., from BoardEx, used in the analysis. Thus, no private data files are included in the replication package. We still share the code that runs the analyses using these data and will make the private data files available for researchers who have permissions to work with them.
DOI: 10.17632/793pb2wpkv
title: Zheng et al. 2025 LO

description: This data package includes Pa/Th and other data compiled by Zheng et al. (LO), as well as the code to run the 2D model
DOI: 10.17632/7w73p32pcn
title: Facial Recognition Dataset FULL WITH MIRRORED (part 1 of 6)

description: Images of subjects for usage with facial recognition program training/testing.
DOI: 10.17632/my5f5zn44p
title: Prevalence and Predictive Factors for Vitamin D Deficiency During Early and Late Pregnancy: A Retrospective Cohort Study

description: The dataset comprises anonymized clinical data collected retrospectively from 873 pregnant women who presented for antenatal care and delivery at the American University of Beirut Medical Center (AUBMC). The dataset captures both early gestation (before 20 weeks) and late gestation (20 weeks and beyond) measurements of serum 25-hydroxyvitamin D (25OHD) levels, along with associated maternal characteristics, obstetrical history, and demographic factors. The primary focus of the study is on identifying the prevalence of VDD (defined as 25OHD &lt;20 ng/mL) and assessing key predictors of deficiency throughout pregnancy.
DOI: 10.11583/dtu.23097002.v1
title: Data subset for road condition modelling - reference data

description: The subset contains selected standard road condition data from the LiRA project. The subset contains standard road condition measurements from vehicles operated by the Danish Road Directorate (DRD). The surveying included: (i) P79 Profilometer – a van equipped with a beam hosting 25 point lasers that measure longitudinal and transverse profiles; (ii) ARAN9000 – a multi-functional road scanning vehicle that quantifies road defects and distresses using cameras and a Laser Cracking Measurement System (LCMS); and (iii) VIAFRIK – a skid resistance device complying with CEN/TS 15901-5 standard. The reference data (.csv) is stored in a flat format; each column represents a road condition parameter, GPS information or timestamp, while each row represents a new record in time or space. <br> This item is part of the collection "Live Road Assessment Custom Dataset (LiRA-CD)", https://doi.org/10.11583/DTU.c.6659909
DOI: 10.17632/ntw4kbfy4k
title: Data for: Heterogeneous Effects of Economic Integration Agreements

description: Data used for Journal of Development article "Heterogeneous Effects of Economic Integration Agreements"
DOI: 10.17632/sc878z8pm3
title: SCAN algorithm dataset

description: This repository contains the image dataset and the manual annotations used in the following work: - Salvi M., Michielli N., and Molinari F., "Stain Color Adaptive Normalization (SCAN): separation and standardization of histological stains in digital pathology", Computer Methods and Programs in Biomedicine 2020 (DOI: 10.1016/j.cmpb.2020.105506) ABSTRACT The diagnosis of histopathological images is based on the visual analysis of tissue slices under a light microscope. However, the histological tissue appearance may assume different color intensities depending on the staining process, operator ability and scanner specifications. This stain variability affects the diagnosis of the pathologist and decreases the accuracy of computer-aided diagnosis systems. In this context, the stain normalization process has proved to be a powerful tool to cope with this issue, allowing to standardize the stain color appearance of a source image respect to a reference image. In this paper, novel fully automated stain separation and normalization approaches for hematoxylin and eosin stained histological slides are presented. The proposed algorithm, named SCAN (Stain Color Adaptive Normalization), is based on segmentation and clustering strategies for cellular structures detection. The SCAN algorithm is able to improve the contrast between histological tissue and background and preserve local structures without changing the color of the lumen and the background. Both stain separation and normalization techniques were qualitatively and quantitively validated on a multi-tissue and multiscale dataset, with highly satisfactory results, outperforming the state-of-the-art approaches. SCAN was also tested on whole-slide images with high performances and low computational times. The potential contribution of the proposed standardization approach is twofold: the improvement of visual diagnosis in digital histopathology and the development of powerful pre-processing strategies to automated classification techniques for cancer detection.
DOI: 10.17632/vn5phtpkvx
title: Data for: Unveiling the complexity of the litchi transcriptome and pericarp browning by single-molecule long-read sequencing

description: Here, we used long-read sequencing technology in combination with RNA-seq analysis to investigate the diversity and complexity of the litchi transcriptome, as well as transcripts that are differentially expressed in the four different postharvest stages of litchi fruit. We obtained a reference transcriptome with 50,808 unique full-length isoforms.
DOI: 10.17632/4kmw8bkj6t
title: Script and data for "Scaling of Eliassen-Palm Flux Vectors" by Martin Jucker, Atmospheric Science Letters, doi 10.1002/asl.1020

description: Python script and ERA5 data used to produce Figure 2 of Jucker, M. "Scaling of Eliassen-Palm Flux Vectors", Atmos. Sci. Lett., https://doi.org/10.1002/asl.1020
DOI: 10.17632/dgb7f7rk9x
title: Artificial Intelligence in Human Resource Management Systems: A Catalyst for Business Sustainable Development and Economic Growth

description: Artificial Intelligence in Human Resource Management Systems: A Catalyst for Business Sustainable Development and Economic Growth Data
DOI: 10.6084/m9.figshare.28887767.v1
title: Data of Qianyang County

description: ESV & different land use types in 2050 under different scenarios in the study area
DOI: 10.6084/m9.figshare.813334.v1
title: CMU-60 DSI Template (9/23/2013 Build)

description: This is an averaged template of a 257 direction DSI dataset that has been reconstructed using QSDR for use in DSI Studio. This file does not include ODF information.
DOI: 10.17632/c93bzbvn6m
title: Machine learning Applications in psoriasis Treatment: A systematic review

description: Supplementary material.
DOI: 10.17632/jmccbz9cw8
title: Vibrotactile feedback improves performance in 3-coupled trimanual tasks

description: We investigated how supplementary vibrotactile feedback can impact on the performance while completing a trimanual task. We engaged participants in trimanual reaching tasks that could be completed either alone or in collaborating dyads, by using virtual effectors that could be differently coupled together through virtual elastic links.
DOI: 10.17632/zts7b579tx
title: Data for: Estimating cardiomyofiber strain in vivo by solving a computational model

description: The dataset contains the MR and model data for subjects S1, S2, and S3. For a detailed explanation of the files content, please refer to the included readme file.
DOI: 10.4121/uuid:57e320dc-510f-4c64-b009-f3eaa74ccd7d
title: Effects of an educational back health controlled intervention on knowledge, postural habits and trunk muscle endurance regarding low back pain prevention: 6 months of follow-up.

description: To study the effect of an educational back health intervention on knowledge, postural habits and trunk muscle endurance regarding low back pain prevention on a group of 12 to 13-year-old students in a 6 months’ follow-up. Three groups of 1st-grade secondary school students were selected. A control group (CG; n=22), an experimental group (EG1; n=36) who participated in a back-health educational programme (BHEP), and a 2nd experimental group (EG2; n=55) who participated in a BHEP plus a follow-up learning contract. The experimental groups improved the level of general knowledge after the intervention (p &lt;0.001) and with a medium-high effect size (EG2 r = 0.75, EG1 r = 0.69). A lower percentage of problems in the lumbar area at the longitudinal level in the experimental groups was observed at 6 months’ follow-up compared to the CG. The proposed back health education programme is effective for up to 6 months.
DOI: 10.17632/c87p293wpb
title: AFICILL Database
DOI: 10.6084/m9.figshare.28827260.v1
title: Cartesian coordinates for computational structures in "Photoexcited and ground-state diradical(oid) character in a triquino[3]radialene"

description: These are structures calculated using B3LYP/6-31G* and CAM-B3LYP-6-31G*, Gaussian16.
DOI: 10.17632/rbyv2xx5dr
title: Design of a low-cost force insoles to estimate ground reaction forces during human gait

description: This repository proposes a low-cost force insoles to estimate ground reaction forces (GRF) during human gait.
DOI: 10.17632/c95f8nn9c3
title: Coupled Pacific Rim megadroughts contributed to the fall of Ming Dynasty’s capital in 1644 CE

description: Historical documents provide evidence for regional droughts preceding the political turmoil and fall of Beijing in 1644 CE, and more than 20 million people died in northern China over the late Ming famine period. However, the significance of environmental drivers and large-scale spatiotemporal climatic patterns that could perhaps be linked with this major unrest remain unknown. Here, we provide evidence for persistent megadroughts from 1576-1593 and 1624-1643 derived from a tree-ring network across northern China and coinciding with exceptionally cold conditions just before the fall of Beijing. We show that these regional deviations are part of a series of megadroughts along the Pacific Rim, which not only impacted the ecology and society in monsoonal northern China, but also exacerbated external geopolitical and economic pressures. This conclusion is supported by last millennium reanalysis and numerical model simulations revealing internally driven Pacific sea surface temperature variations and the predominance of decadal scale La Niña-like conditions to be the drivers of decreased rainfall in northern China and the North and South American monsoon regions. These teleconnective patterns provide a mechanistic explanation for reoccurring drought during the late Ming Dynasty and the environmental framework fostering the fall of Ming Dynasty’s capital in 1644 CE.
DOI: 10.17632/gmkbhj28jh
title: Pharmaco-EEG dataset

description: • Project name: ANN4EEG • Project home page: https://cmi.to/ann4eeg Experimental protocol Rats were randomized and administered various anticonvulsants at the maximum single therapeutic dose (conversion factor from humans to rats used in this study was 5.9 as recommended) or subconvulsive dose for substances with proconvulsant activity. After reaching the peak concentration (depending on the pharmacokinetic properties of the drug) under control of the operator, brain activity was recorded for 10 min. Substances Diazepam (6 mg/kg, po) Phenazepam (1 mg/kg, po) Chloral hydrate (100 mg/kg, ip) Pregabalin (60 mg/kg, po) Gabapentin (360 mg/kg, po) Carbamazepine (200 mg/kg, po) Eslicarbazepine (160 mg/kg, po) Corazol (pentylenetetrazole; 20 mg/kg, ip) Picrotoxin (2 mg/kg, ip) Pilocarpine (60 mg/kg, ip) Arecoline (40 mg/kg, ip) i-EEG Recording A laboratory electroencephalograph (NVX-36; MKS, Moscow, Russian Federation) was used to record bioelectrical activity. Intracranial EEG signals were recorded at a sampling rate of 500 Hz, in a bipolar montage. Electrode impedance &lt; 5 kΩ. i-EEG montage: Olfactory bulbs (OB) (ground); P3-A1 (channel 1); O1-A1 (channel 2); P4-A2 (channel 3); O2-A2 (channel 4).
DOI: 10.17632/t5vz53kr5w
title: Data for: Determination of nanoparticle size using Rayleigh approximation and Mie theory

description: Measurement and calculated data