cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28545020.v1
title: CT data

description: A General Electric eXplore Locus micro-CT scanner was used to analyze the 3D morphology of printed specimens. The following settings were used: 80 kV tube potential, 450 μA tube current, 2×2 binning, 0.0294 mm detector element spacing, 0.0461 mm spatial resolution, 16-bit depth, 400 ms exposure time, 325.58 mm source-to-detector distance, and 255.10 mm source-to-subject distance.
DOI: 10.17632/8f9g79pcvj
title: SchNet4AIM-DATA

description: This repository compiles the source data, with a particular focus on electronic structure calculations, utilized to support the findings related to the SchNet4AIM code (DOI: 10.5281/zenodo.10802320). 


This repository includes three primary files: Database.zip, containing the electronic and energetic databases utilized to evaluate the performance of the SchNet4AIM models; electronic_structure.zip, which gathers the geometries and trajectories pertinent to the electronic structure calculations conducted in this study; and Source_data.zip, which consolidates the source data attributed to each of the figures found in the main and supplementary information files.
DOI: 10.17632/9rcf5p89zn
title: Dataset for AI-based optical-thermal video data fusion for near real-time blade segmentation in normal wind turbine operation

description: Blade damage inspection without stopping the normal operation of wind turbines has significant economic value. This study proposes an AI-based method AQUADA-Seg to segment the images of blades from complex backgrounds by fusing optical and thermal videos taken from normal operating wind turbines. The method follows an encoder-decoder architecture and uses both optical and thermal videos to overcome the challenges associated with field application. A memory is designed between the encoder and decoder to improve the method’s performance by utilizing time history information in the videos to achieve temporal complementarity. The designed memory shares information between optical and thermal modalities to achieve multimodal complementarity. We collected a large-scale dataset, i.e., 100 video pairs and over 55,000 images, of optical-thermal videos of blades in operational wind turbines to train and test the method. Experimental results show that AQUADA-Seg: i) achieves near real-time thermal-optical blade video segmentation and can analyze videos with complex backgrounds in real-world field applications; ii) achieves 0.996 and 0.981 MIoU on optical and thermal videos, respectively, outperforming state-of-the-art methods, particularly in the videos with complex backgrounds. This study provides an essential step towards automated blade damage detection using computer vision without stopping the normal operation of wind turbines.
DOI: 10.17632/cf78ws4wy5
title: Isotope tracer data of L8

description: Metabolic flux of C13-labeled fucose in L8 cells
DOI: 10.6084/m9.figshare.1051748.v2
title: SPSS Data Set S1 Logistic Regression Model Data

description: Data set from PLOS ONE Article Published Entitled: Western Lowland Gorillas Signal Selectively Using Odor
DOI: 10.6084/m9.figshare.25954999.v4
title: Dataset Hazardous Solid Waste

description: Project: Integrated Management of Hazardous Solid Waste in Dental Offices of Talara (Peru) and Machala (Ecuador): A Policy Brief Comparing Two Latin American Countries
DOI: 10.6084/m9.figshare.807696.v3
title: Nematostella vectensis transcriptome and gene models v2.0

description: The gene models, transcripts and other derived data were generated from a comprehensive transcriptome survey of samples taken from five embryonic stages, adult female, and adult male samples. In total 1.6 billion 76-100 bp pair-end reads were obtained. The reads were mapped onto the N. vectensis genome v1.0, and new gene models were constructed using the RNA-seq evidence with the Augustus gene caller. These RNA-seq evidence based gene models are identified by a NVE prefix.
DOI: 10.17632/ck53y4hbsx
title: 基于自我认知、问答表现、任务表现的素养指标相关性分析

description: 基于自我认知、问答表现、任务表现的素养指标相关性分析 ——浙江音乐学院图书馆 吴澹宁
DOI: 10.17632/h7krh54zxc
title: A Social Foraging Trade-off in echolocating bats reveals that they benefit from some conspecifics but are impaired when many are around - dataset

description: Data for 10 Molossus nigricans bats: attacks, successful attacks, and conspecific calls per 5-sec windows.
DOI: 10.17632/r8sp3z79ff
title: Rail deflection measurements on an operational mainline with asphalt-concrete trackbed layer

description: In 2016 a trial section was created on an operational mainline railway track. The trackbed in the section incorporated an asphalt-concrete trackbed layer with 70% of recycled asphalt concrete in the mixture. The purpose of the measurement presented in this dataset was to analyse the behaviour of the section before and after the construction. Two independent sets of data were collected for the analysis. First, a change in track geometry measured by Track Recording Vehicles passing through the section. Second, deflections of the bottom of rails under the load from passing trains at various points along the section. More details about the sets are presented in the description of the respective folders in which the data is uploaded (below).
DOI: 10.6084/m9.figshare.20200880.v4
title: References.docx

description: data
DOI: 10.6084/m9.figshare.24793626.v1
title: Facebook advertising data of the Sumar party and its leader Yolanda Díaz: 9 January - 21 July 2023

description: This dataset contains detailed Facebook advertising data for the political party Sumar and its leader Yolanda Díaz for the period from 9 January to 21 July 2023. This timeframe includes the campaign and pre-campaign periods of the 2023 Spanish general election. The dataset provides a comprehensive overview of the party's advertising strategies on Facebook, including unique ad IDs from Facebook's ad library, average cost per ad, dates, ad text, links, ad categories and estimated reach segmented by age, gender and geography. The dataset also includes information on the languages used in the ads, providing insights into the party's targeting and communication approaches during this crucial election period.
DOI: 10.6084/m9.figshare.3530270.v1
title: Appendix C. Mathematical proofs.

description: Mathematical proofs.
DOI: 10.17632/5jyn4hsr25
title: ICI-Induced LPP

description: List of studies included in the systematic review of ICI-Induced LPP
DOI: 10.17632/f35rtgxvfj
title: IBD Maintenance Treatment with Respect to IBD Flares in Patients Treated with Isotretinoin for Acne

description: IBD Maintenance Treatment with Respect to IBD Flares in Patients Treated with Isotretinoin for Acne. The following chart details the experiences of patients with IBD on concurrent Isotretinoin therapy for Acne. Patients' flaring of IBD was documented to determine risk of IBD flaring while on Isotretinoin therapy.
DOI: 10.6084/m9.figshare.13425392.v1
title: Dataset_1_Mallory_Hardcastle_et_al

description: This dataset contains the raw data (cell spike times, behavioral data) that was used for Figures 1-3 from Mallory and Hardcastle et al., Mouse entorhinal cortex encodes a diverse repertoire of self-motion signals. Cells were recorded in the medial entohrinal cortex of freely moving mice. Animals' body and 3D head position were tracked simultaneously. The dataset is a matfile (structure) containing information pertaining to all unique cells included in analysis including: session recording times (s), spike times (s), arena size (cm), body position (x and y position in cm), body speed (cm/s), azimuthal head direction (degrees), azimuthal head velocity (degrees/s), pitch (radians), and roll (radians).
DOI: 10.6084/m9.figshare.24517147.v1
title: Prospective association between fruit and vegetable intake and the risk of type 2 diabetes amongst Chinese adults: the China Health and Nutrition Survey

description: This study aimed to prospectively explore the relationship between fruit and vegetable intake (FVI) and type 2 diabetes (T2D) risk amongst 13,175 Chinese adults. Cox proportional hazards models were used to estimate the hazard ratios (HRs) of T2D events in relation to FVI. Results showed that the highest quintile of FVI was inversely associated with T2D risk in men (HR = 0.72, 95% CI: 0.50, 0.98) and women (HR = 0.74, 95% CI: 0.55, 0.97), whereas no such associations were observed between total vegetable intake and T2D in either men (HR = 0.92, 95% CI: 0.65, 1.26) or women (HR = 1.02, 95% CI: 0.77, 1.38). In addition, greater fruit intake was inversely associated with T2D risk in men (HR = 0.42, 95% CI: 0.28, 0.63) and women (HR = 0.64, 95% CI: 0.45, 0.90). Overall, FVI and total fruit intake were inversely associated with T2D risk amongst Chinese adults.
DOI: 10.17632/js2hwybrxm
title: Data on climate migration

description: Data were collected from December 2019 to February 2020 through a survey directed at one household representative. Respondents were asked to provide information about the demography, socio-economy, and post-cyclonic migration situations.
DOI: 10.6084/m9.figshare.26390881.v1
title: Das Array of ISAC

description: One of the ten events in the article
DOI: 10.17632/3xb4n9n6t4
title: Truths and Tales: Understanding Online Fake News Networks in South Korea

description: This study investigates the features of fake news networks and how they spread during the 2020 South Korean election. Using Actor-Network Theory (ANT), we assessed the network's central players and how they are connected. Results reveal the characteristics of the videoclips and channel networks responsible for the propagation of fake news. Analysis of the videoclip network reveals a high number of detected fake news videos and a high density of connections among users. Assessment of news videoclips on both actual and fake news networks reveals that the real news network is more concentrated. However, the scale of the network may play a role in these variations. Statistics for network centralization reveal that users are spread out over the network, pointing to its decentralized character. A closer look at the real and fake news networks inside videos and channels reveals similar trends. We find that the density of the real news videoclip network is higher than that of the fake news network, whereas the fake news channel networks are denser than their real news counterparts, which may indicate greater activity and interconnectedness in their transmission. We also found that fake news videoclips had more likes than real news videoclips, whereas real news videoclips had more dislikes than fake news videoclips. These findings strongly suggest that fake news videoclips are more accepted when people watch them on YouTube. In addition, we used semantic networks and automated content analysis to uncover common language patterns in fake news which helps us better understand the structure and dynamics of the networks involved in the dissemination of fake news. The findings reported here provide important insights on how fake news spread via social networks during the South Korean election of 2020. The results of this study have important implications for the campaign against fake news and ensuring factual coverage.
DOI: 10.17632/zjb5ynz5n4
title: Data for "Risk assessment during nest defense against three simulated predators by northern house wrens (Troglodytes aedon aedon)"

description: Offspring predation is one of the greatest obstacles to an organism’s reproductive success, but parents vary in the strength of their response to potential predators. One explanation for this variable investment is that defending current offspring has the potential to lower future reproductive success if the predator is also capable of injuring or killing the parent. House wrens (Troglodytes aedon aedon) are cavity-nesting songbirds that defend against multiple species of nest predators including small mammals, birds of prey, and snakes. Here, we used three different predator decoys: two nest predators - an eastern chipmunk (Tamias striatus) and an eastern ratsnake (Pantherophis alleghaniensis) - as well as a predator of both offspring and adults - a juvenile Cooper’s hawk (Accipiter cooperi) - to elicit nest defense and test whether females use risk assessment to modulate their antipredator behavior. We found that antipredator behaviors were not significantly different between the two nest predators, which posed a high risk to the nestlings, but lower risk to the parents as neither species frequently captures adult wrens. Females also did not differ significantly in their responses to the snake between years, suggesting that the population-level response might be consistent through time despite substantial individual variation among females. However, female wrens never dove at or attacked the Cooper’s hawk while they frequently attacked both the snake and chipmunk decoys. Neighboring house wrens from adjacent territories were also less likely to respond to the hawk, but more heterospecifics mobbed the hawk than the snake decoy. Collectively, these results show that risk assessment and the strength of the antipredator response varies substantially both within and among species. Female house wrens exhibit plasticity in their nest defense behavior, and they respond to different types of predators in a way that could maximize lifetime fitness while risking the loss of their current offspring. 

Please see our BioRxiv Preprint (and eventual publication) for more information on the specific details of our protocol and statistical analysis.

Note: version 2 now includes an R Markdown file with all of the code that we used to conduct our statistical analyses and create our figures.
DOI: 10.6084/m9.figshare.24893358.v3
title: Soul: An OCTA dataset based on a human-machine collaborative annotation framework

description: The data includes raw images, corresponding labels, and clinical text information sheets. Soul.zip includes six different subsets, each corresponding to a different number of surgeries and follow-ups, corresponding to the names s1, s2, etc. Each subset contains the original image and the labels generated by the human-robot collaboration framework. An Excel worksheet contains two sub-tables, patient-level details and individual picture-level details.
DOI: 10.6084/m9.figshare.5032334.v4
title: Data for: The performance of the cleaner wrasse Labroides dimidiatus in a reversal learning task varies across experimental setups

description: Data, metadata and analysis script for "The performance of the cleaner wrasse Labroides dimidiatus in a reversal learning task varies across experimental setups" by S. Gingins, F. Marcadier, S. Wismer, O. Krattinger, F. Quattrini, R. Bshary & S.A. Binning.
DOI: 10.17632/97d3r6hs86
title: Comparative effectiveness of two controlled ovarian stimulation modalities: follitropin (FSH) plus lutropin alfa (LH) versus highly purified urinary human menopausal gonadotropin (hMG) in combination with follitropin alfa

description: Comparative effectiveness of two controlled ovarian stimulation modalities: follitropin (FSH) plus lutropin alfa (LH) versus highly purified urinary human menopausal gonadotropin (hMG) in combination with follitropin alfa
DOI: 10.17632/b4tfyf522s
title: Transducing chemical energy through catalysis by an artificial molecular motor

description: Experimental data for the article titled "Transducing chemical energy through catalysis by an artificial molecular motor" by Wang et al. This work describes the catalysis-driven contraction of a macroscopic polymer gel due to the directional rotation of an embedded artificial molecular motor.

Includes data for gel contraction, NMR spectroscopy, HPLC, mass spectrometry and tensile tests. Please contact the corresponding authors if you require anything else.
DOI: 10.6084/m9.figshare.20271141.v2
title: microstructure-library

description: 3D microstructure dataset generated from 2D micrographs using SliceGAN
DOI: 10.17632/3h4z97crgt
title: Appendix_Looking back to plan forward: A retrospective longitudinal analysis of perceived online destination image in multi-faceted destinations

description: This data repository contains Appendices A, B, C, D, and E associated with the research article "Looking back to plan forward: A retrospective longitudinal analysis of perceived online destination image in multi-faceted destinations". These appendices provide supplementary data, methodology details, and analyses that support the findings discussed in the paper.
DOI: 10.17632/mjjcvhdxk6
title: Prescription of oral antidiabetics in Mexico. A cross-sectional study.

description: Data base of the article, "Prescription of oral antidiabetics in Mexico. A cross-sectional study".
DOI: 10.6084/m9.figshare.24884610.v2
title: <b><i>米双极</i></b><b> Bo-1 原始序列读数</b>

description: <b><i>Bipolaris oryzae</i></b><b> 菌株 Bo-1 全基因组数据，包括</b><b>他</b><b>细胞核和线粒体基因组</b><b> file, RNAs, CAZymes and effector prediction file, the Nanopore, next-generation sequencing and RNA-seq raw data.</b>
DOI: 10.6084/m9.figshare.26304028.v2
title: crazyflie-dataset

description: This is the dataset of the Crazyflie experiments associated with the paper "Testing CPS with Design Assumptions-Based Metamorphic Relations and Genetic Programming" authored by Claudio Mandrioli, Seung Yeob Shin, Domenico Bianculli, and Lionel Briand.
DOI: 10.6084/m9.figshare.25398598.v1
title: ARcatalog_P23.nc

description: AR catalog detected by Park et al. (2023) algorithm (https://doi.org/10.1029/2023GL102784).
DOI: 10.17632/yhtfjmyh9t
title: Database and replication files of the manuscript "Has the iron fist against criminal gangs really worked in El Salvador?"

description: The file includes all the data and files necessary to replicate the results of the paper "Has the iron fist against criminal gangs really worked in El Salvador?".
DOI: 10.6084/m9.figshare.27230874.v1
title: Supplementary Material for: Splice variant of retinal G-protein-coupled receptor deletion (RGR-d)-mediated dysregulation of autophagy increases the susceptibility to age-related macular degeneration-like defects

description: Introduction: The splice variant of retinal G-protein-coupled receptor deletion (RGR-d) is a persistent component of drusen and may be involved in the pathogenesis of dry age-related macular degeneration (AMD). Increasing evidence has demonstrated the critical role of autophagy in AMD. In this study, we investigated whether RGR-d disrupts autophagy in early dry AMD in vivo and in vitro.
Methods: Fundus imaging and fluoroscopy were performed on RGR-d mice created by multiplex gene editing. The retina microstructure was evaluated by performing hematoxylin and eosin (H&E) staining as well as transmission electron microscopy (TEM). Retinal function was assessed by full-field electroretinography (ERG). After lentivirus transfection and stimulation, the permeability, phagocytosis, and tight junctions of ARPE-19 cells were evaluated. Western blotting of ATG5, beclin-1, LC3II/I, and P62 was performed to detect the changes in autophagy pathways.
Results: Atrophy and patchy penetrating hyperfluorescent foci, consistent with early AMD-like defects, were observed in the fundus of 12-month-old RGR-d mice. H&E staining of retinal tissues indicated thinning of each layer of the retinal structure. H&E staining of retinal tissues indicated thinning of each layer of the retinal structure. TEM analysis showed some diffuse granular deposits. And the morphology of choroidal microvascular endothelial cells was degraded and distorted. The morphology of the photoreceptor outer segments showed structural damage and Bruch’s membrane was thickened. ERG indicated that the photoreceptor of RGR-d mice were dysfunctional. Changes in autophagy-related protein expression were observed in the retinal pigment epithelium and retinal neuroepithelium, and autophagy regulation was decreased. Palmitic acid (PA) stimulation caused permeability, phagocytosis, and tight junction dysfunction in cells overexpressing RGR-d. Beclin-1 and LC3II/I expression levels were significantly decreased and that of P62 was elevated in RGR-d cells after PA stimulation.
Conclusions: RGR-d disrupts the autophagy pathway, causing the development of an early AMD-like pathophysiology.
DOI: 10.17632/zstmhjfkw5
title: Data for: Relicts and radiations: Phylogenomics of an Australasian lizard clade with east Gondwanan origins (Gekkota: Diplodactyloidea)

description: This repository stores data associated with the published article 'Relicts and radiations: Phylogenomics of an Australasian lizard clade with east Gondwanan origins (Gekkota: Diplodactyloidea)', available at https://www.sciencedirect.com/science/article/pii/S1055790319302027?via%3Dihub#!. Included here are the cleaned in-target UCE fasta assemblies for the 290 gecko samples used in this study. The final alignment in phylip format and partition file are also available here. For BAM or BED files of cleaned assemblies and the raw reads, please contact the corresponding author. For phylogenies, specimen lists, and other data, please see original article.
DOI: 10.6084/m9.figshare.19935869.v2
title: Data :: Artificial intelligence convolutional neural networks map giant kelp forests from satellite imagery

description: Data used to train, test and validate mask region-based convolutional neural networks (Mask R-CNN) to automatically assimilate data from open-source satellite imagery (Landsat Thematic Mapper) and detect kelp forest canopy cover
DOI: 10.6084/m9.figshare.3567666.v1
title: Supplement 1. R script for Monte Carlo statistics for the calculation of significance levels of the deviation of the residuals Rij from zero.

description: File List Junker et al. R-script.R Description This file is R script (R: A language and environment for statistical computing, R Foundation for Statistical Computing, Vienna, Austria) for Monte Carlo statistics for the calculation of significance levels of the deviation of the Residuals <i>R</i><sub><i>ij</i></sub> from zero.