cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24219247.v1
title: Humanitarian Evidence and Discourse Summary September 2023

description: Monthly Humanitarian Evidence and Discourse Summaries aims to signpost FCDO and other UK government departments to the latest relevant evidence and discourse on humanitarian action.
DOI: 10.6084/m9.figshare.25912267.v1
title: Low-temperature Alloy Mechanical Properties Database

description: Low-temperature alloys are important for a wide spectrum of modern technologies ranging from liquid hydrogen, superconductivity to the quantum technology. These applications push the limit of material performance into extreme coldness, often demanding a combination of strength and toughness to address various challenges.Steel is one of the most widely used materials in cryogenic applications. With the deployment in aerospace liquid hydrogen storage and transportation, aluminum and titanium alloys are also gaining increasing attention. Emerging medium-entropy alloys (MEAs) and high-entropy alloys (HEAs) demonstrate excellent low-temperature mechanical performance with a much-expanded space of material design. A database of low-temperature metallic alloys is reported here by collecting the literature data published from 1991 to 2023, which is hosted in an open repository. The workflow of data collection includes automated extraction based on machine learning and natural language processing, supplemented by manual inspection and correction, to enhance data extraction efficiency and database quality. The product datasets cover key performance parameters including yield strength, tensile strength, elongation at fracture, Charpy impact energy, as well as detailed information on materials such as their types, chemical compositions, processing and testing conditions. Data statistics are analyzed to elucidate the research and development patterns and clarify the challenges in both scientific exploration and engineering deployment.
DOI: 10.17632/ncrnw9d3mg
title: ODMR_pentacene_picene_single_crystal

description: ODMR_pentacene_picene_single_crystal
DOI: 10.25417/uic.22728338.v1
title: Find Task Corpus

description: The dataset contains annotated interactions between nursing students (labeled HEL) and elderly individuals (labeled ELD) receiving assistance with activities of daily living (ADLs).
DOI: 10.6084/m9.figshare.15052161.v1
title: dummy

description: dummy dummy dummy
DOI: 10.6084/m9.figshare.9896399.v1
title: Wikipedia Knowledge Graph

description: Knowledge graph generated from definitions extracted from Wikipedia articles.
DOI: 10.6084/m9.figshare.12814634.v1
title: Data: The role of connectivity in the interplay between climate change and the spread of alien fish in a large Mediterranean river

description: Environmental data of the Ebro River used for building species distribution models of the study:<br>Radinger J. & García-Berthou E. (2020) The role of connectivity in the interplay between climate change and the spread of alien fish in a large Mediterranean river. Global Change Biology. DOI: 10.1111/gcb.15320
DOI: 10.6084/m9.figshare.21293352.v1
title: Lactobacillus rhamnosus GG ameliorates osteoporosis in ovariectomized rats by regulating the Th17-Treg balance and gut microbiota structure

description: The experimental animal license number is SCXK (Zhejiang) 2019-0002, and the Experimental Animal Ethics number is 202109A025. In this study, LGG was used to treat the rat model of osteoporosis induced by ovariectomies. The effects of LGG on bone microstructure, bone biomechanics, bone biochemical indexes and gut-bone TH17 and Treg imbalance in the ovariectomized model were studied, and LGG treatment could regulate the structure of the whole gut microbiota
DOI: 10.6084/m9.figshare.7971053.v1
title: functional annotation statistics

description: S. suberectus genome gene annotation statistics used NR, Swiss-Prot, KEGG and Interpro databases
DOI: 10.17632/p2rkz49r9p
title: Data for: Mental Health discourse and social media activism: how mental health narratives develop online

description: 10 years of 'mental health' AND #mentalhealth Twitter data (2007-2017)
DOI: 10.6084/m9.figshare.27222951.v1
title: PLSDB 2024_05_31

description: PLSDB files from 2024_05_31
DOI: 10.17632/8mds33crg9
title: Data and code for JCP

description: Abstract 
10 The G7 countries, as global leaders in adopting artificial intelligence (AI), have pledged to enhance ecological quality 
11 (EQ) through sustainable AI integration by 2040. This commitment underscores the need to transition from traditional 
12 industrial practices to AI-driven solutions that support ecological systems. The purpose of this study is to investigate 
13 the asymmetric effects of AI adoption on EQ within the G7 economies over the period 2000m1–2019m12, using an 
14 innovative quantile-on-quantile regression (QQR) approach to capture variations in the AI-EQ relationship across 
15 different levels of AI adoption. The findings reveal that at the initial stages of AI adoption (low quantiles), the impact 
16 on EQ is modestly positive in most G7 countries. This effect increases stronger in the transition phase and becomes 
17 significantly beneficial at higher quantiles of AI adoption. Robustness checks using kernel regularized least squares 
18 (KRLS), quantile regression (QR), and alternative measures of EQ confirm these results, ensuring the reliability of 
19 the conclusions. The study also highlights substantial cross-country differences in the AI-EQ relationship, indicating 
20 that tailored policy measures are necessary to maximize the ecological benefits of AI adoption. This research provides 
21 insights into how AI can be leveraged for sustainable development in major economies
DOI: 10.6084/m9.figshare.28293488.v2
title: Supplementary Material for: Cefuroxime Induced Toxic-Maculopathy after Intracameral Injection of Standard Dose: A Case Report

description: Background: Cefuroxime-induced toxic maculopathy can occur when an incorrect or correct dilution is injected intracamerally during cataract surgery.
Case Report: An 83-year-old male developed toxic maculopathy on the first postoperative day after uneventful cataract surgery. An investigation of the case confirmed that the patient developed sporadic toxic maculopathy after a standard intracameral cefuroxime dose. The patient showed complete recovery of vision during the first postoperative week. 
Conclusion: Cefuroxime-induced toxic maculopathy may occur sporadically and have a good visual outcome. It may be distinguished from toxic maculopathy induced by incorrect dilution based on its different clinical appearance and, in some cases, the guarded outcome. Correct dilution of cefuroxime is of utmost importance.
DOI: 10.17632/dg2595f68b
title: Datasets for hydrothermal plume detection

description: This repository contains following two dataset which were used for training, validation and testing of deep learning models to detect signatures of hydrothermal plumes from acoustic images.

The dataset "20220110_signal_only.zip" is for one-class training of object detection models. Locations of only signals in images were annotated.
The dataset "20220111_with_noise.zip" is for two-class training. Locations of signals and noises (similar color patterns with signals, but different shapes) were annotated.

Both datasets contain 800 images and annotation information for training, 100 images and annotation information for validation, and 280 images and annotation information for test.

Annotation information is formatted in two types. One is "via_region_data.json", which is applicable for utilizing Mask R-CNN model (https://github.com/matterport/Mask_RCNN). The other is "labels" directory which are applicable for utilizing YOLO-v5 models (https://github.com/ultralytics/yolov5).
DOI: 10.17632/r8hz74tf5b
title: Comparative analysis of the quality of buffalo milk fresh cheese processed with Moringa oleifera seed milk coagulant and calf rennet

description: 补充材料
DOI: 10.6084/m9.figshare.22731440.v1
title: Data for "Drivers of species knowledge across the Tree of Life"

description: Data supporting the study:Mammola S., et al. (2023) Drivers of species knowledge across the Tree of Life. eLife. https://doi.org/10.7554/eLife.88251.1We refer to the paper for full details. Columns are described in the read_me file. See also the associated GitHub repository for the analysis pipeline:https://github.com/StefanoMammola/Mammola_et_al_ToL_research_interest
DOI: 10.6084/m9.figshare.23633098.v1
title: Amnioinfusion vs. standard management for the second trimester PPROM: a systematic review and meta-analysis of observational studies and RCTs

description: This meta-analysis aims to review the effect of serial transabdominal amnioinfusion (TAI) on short-term and long-term perinatal outcomes in mid-trimester preterm premature rupture of membranes (PPROM). Literature searches of PubMed, Web of Sciences, Scopus, and Cochrane Library were performed from their inception to April 2022. Studies comparing conventional treatment with serial TAI in women with proven PPROM at less than 26 + 0 weeks of gestation with oligohydramnios were included. Studies that included oligohydramnios due to other reasons such as fetal growth retardation or renal anomalies were excluded. Risk of bias in observational studies was assessed using the tool of the Cochrane Review group identified as risk of bias in non-randomized studies – of interventions. The risk of bias assessments for RCTs were performed according to the Cochrane risk-of-bias tool for randomized trials. An <i>I</i><sup>2</sup> score was used to assess the heterogeneity of included studies. The analyses were performed by using random-effect model, and the results were expressed as relative risk (RR) or mean difference with 95% confidence intervals (CIs). Overall, eight relevant studies including five observational studies (<i>n</i> = 252; 130 women allocated to the intervention) and three RCTs (<i>n</i> = 183; 93 women allocated to the intervention) were eligible. The pooled latency period was 21.9 days (95% CI, 13.1–30.8) and 5.8 days (95% CI, −11.6–23.2) longer in the TAI group in the observational studies and RCTs, respectively. The perinatal mortality rate reduced in the intervention group when tested in observational studies (RR 0.68; 95% CI, 0.51–0.92), but not in RCTs (RR 0.79; 95% CI, 0.56–1.13). The rate of long-term healthy survival was higher in the children whose mothers were treated with the TAI (35.7%) than those were treated with the standard management (28.6%) (RR 1.30, 95% CI 0.47–3.60, “best case scenario”). The efficacy of serial TA on early PPROM associated morbidity and mortality is not attested. Additional randomized control trials with adequate power are needed.
DOI: 10.6084/m9.figshare.26928031.v1
title: <b>Chromosome-scale assembly </b><b>and annotation of the wild wheat relative</b><b> </b><b>Aegilops comosa</b>

description: Wild relatives of wheat are valuable sources for enhancing the genetic diversity of common wheat. Aegilops comosa, an annual diploid species with MM genome constitution, possesses numerous agronomically valuable traitsthat can be exploited for wheat improvement. In this study, we report a chromosome-level genome of Ae. comosa accession PI 551049 based on PacBio high-fidelity (HiFi) reads and high-throughput chromosome conformation capture (Hi-C)reads. The assembly had a length of 4.47 Gb with a contig N50 of 23.59 Mb and ascaffold N50 of 619.05Mb. A total of 39,063 gene modelswere annotated by a combination of homologous proteins, Iso-Seq, and RNA-Seq.
DOI: 10.6084/m9.figshare.5151178.v1
title: T-Rex : A Large Scale Alignment of Natural Language with Knowledge Base Triples [NIF SAMPLE]

description: This is a RDF sample of 10K documents of T-REx using the NIF format for annotation of natural language in RDF.<br>T-Rex : A Large Scale Alignment of Natural Language with Knowledge Base Triples <br>more info : w3id.org/t-rex<br>
DOI: 10.6084/m9.figshare.5123626.v1
title: Supplementary Material for: Patterns of Mitochondrial DNA Damage in Blood and Brain Tissues of a Transgenic Mouse Model of Machado-Joseph Disease

description: <b><i>Background:</i></b> Machado-Joseph disease (MJD) is an autosomal dominant spinocerebellar ataxia caused by a CAG tract expansions in the <i>ATXN3</i> gene. Patterns of mitochondrial damage associated with pathological findings of brain tissues could provide molecular biomarkers of this disorder. <b><i>Objective:</i></b> The potential of mitochondrial DNA (mtDNA) damage as a biomarker of MJD progression was investigated using a transgenic mouse model. <b><i>Methods:</i></b> DNA was obtained from affected (pontine nuclei) and nonaffected tissues (hippocampus and blood) of transgenic animals of three distinct age groups: 8 weeks, before onset of the phenotype; 16 weeks, at onset, and 24 weeks, at well-established phenotype. Wild-type littermate mice, serving as controls, were analyzed for the same tissues and age groups. mtDNA damage was studied by fluorescence-based quantitative PCR in 84 transgenic and 93 wild-type samples. <b><i>Results:</i></b> A clear pattern of decrease in mtDNA copy number with age and accumulation of 3,867-bp deletions at the initial stages (both being more pronounced in transgenic mice) was observed. Pontine nuclei, the affected tissue in transgenic mice, displayed 1.5 times less copies of mtDNA than nonaffected brain tissue hippocampus (odds ratio = 1.21). Pontine nuclei displayed the highest percentage of mtDNA deletions (6.05% more in transgenic mice). <b><i>Conclusion:</i></b> These results suggest that mtDNA damage is related to the initiation of the phenotype in transgenic mice; mtDNA 3,867-bp deletions may be a biomarker of the initial stages of the disease.
DOI: 10.6084/m9.figshare.21792455.v1
title: Supplementary Material for: Increased Lactobacillus abundance contributes to stress resilience in mice exposed to chronic social defeat stress

description: Introduction: Accumulating evidence indicates that abnormalities in the composition of gastrointestinal (GI) microbiota play a vital role in stress-related disorders. Both human beings and animals perceive stressful events differently, i.e., resilience or susceptibility. However, the role of GI microbiota in stress resilience/susceptibility and the underlying mechanisms remain largely unknown. Methods & Results: Sixty male C57BL/6J mice were exposed to 10-day chronic social defeat stress (CSDS), and 28 were found to be resilient to CSDS. We next analyzed microbiota compositions in the cecum using 16S rDNA gene sequencing, which revealed a significant increase in the relative abundance of Lactobacillus at the genus level in the resilient mice. In subsequent experiments, we found that oral administration of a strain of Lactobacillus (Lactobacillus murinus) for 2 weeks attenuated the increased levels of stress-induced corticosterone and anxiety-like behavior in stress-susceptible mice. The mRNA expression of tryptophan hydroxylase 2 (a rate-limiting enzyme in 5-HT synthesis) was also significantly increased in the dorsal raphe nucleus (DR) of stress-susceptible mice. Conclusions: Lactobacillus contributes to stress resilience, and the DR 5-HT system may play an important role during this process. The above results suggest that certain organisms in the GI tract may play an essential role in stress response and be useful in the prevention and treatment of some stress-related psychiatric disorders, such as depression.
DOI: 10.6084/m9.figshare.22213915.v1
title: WyoFlex Dataset

description: A dataset named WyoFlex sEMG hand gesture, which contains surface electromyography (sEMG) signals acquired from the forearm with a sampling frequency of 1000 Hz. For this, were recorded the data of 28 participants between 18 and 37 years old without neuromuscular disease or cardiovascular problems. The test protocol consisted of sMEG signals acquisition corresponding to ten wrist and grasping movements (extension, flexion, ulnar deviation, radial deviation, hook grip, power grip, spherical grip, precision grip, lateral grip, and pinch grip), considering three repetitions for each gesture. Likewise, the implemented acquisition system consists of a portable armband with four sEMG channels distributed equidistantly for each forearm. The database could be used for recognition of hand gestures, evaluation of the evolution of patients in rehabilitation processes, control of upper limb prostheses and orthoses, and biomechanical analysis of the forearm.
DOI: 10.6084/m9.figshare.28127762.v1
title: BIOLRE.2024-0589_Pereira_Dataset.xlsx

description: This study investigated differences in uterine and serum metabolome associated with clinical cure failure of metritis in dairy cows.
DOI: 10.6084/m9.figshare.3188731.v2
title: ArbiterPUF FPGA Programmable Delay Lines

description: Arbiter PUF data collected by Mehrdad
DOI: 10.6084/m9.figshare.5463508.v1
title: Reproducibility of Shear Wave Elastography.xlsx

description: Dataset of subjects in which were performed a hepatic shear wave elastography and a measure of fibrosis. The fibrosis stage was classified with Metavir score.
DOI: 10.17632/5krsjxjzgs
title: Oil Curse, Economic Growth and Trade Openness

description: The data file is in Stata and do file in word format for replication. A readme file is also attached.
DOI: 10.6084/m9.figshare.15502593.v1
title: Batting

description: <pre>Baseball Databank is a compilation of historical baseball data in a convenient, tidy format, distributed under Open Data terms.</pre><pre><br></pre>
DOI: 10.6084/m9.figshare.19221891.v1
title: UCAS-AOD Dataset

description: UCAS-AOD 数据集：UCAS-AOD 数据集包含飞机的 1，000 张航空图像和 7，482 个平面对象。数据集包含具有挑战性的图像，例如具有实例噪声和云遮挡的大型小对象集群。我们的SR-YOLO将使用这些具有挑战性的遥感图像将实验与最先进的检测算法进行比较。
DOI: 10.6084/m9.figshare.19772866.v1
title: Data from: Genomic consequences and selection efficacy in sympatric sexual versus asexual kelps

description: <em><strong>Abstract</strong></em> Genetic diversity can influence resilience and adaptative capacity of organisms to environmental change. Genetic diversity within populations is largely structured by reproduction, with the prevalence of asexual versus sexual reproduction often underpinning important diversity metrics that determine selection efficacy. Asexual or clonal reproduction is expected to reduce genotypic diversity and slow down adaptation through reduced selection efficacy, yet the evolutionary consequences of clonal reproduction remain unclear for many natural populations. Here, we examine the genomic consequences of sympatric sexual (haplodiplontic) and clonal morphs of the kelp<em> Ecklonia radiata </em>that occur interspersed on reefs in Hamelin Bay, Western Australia. Using genome-wide single nucleotide polymorphisms, we confirm significant asexual reproduction for the clonal populations, indicated by a significantly lower number of multi-locus lineages and higher intra-individual diversity patterns (individual multi-locus heterozygosity, MLH). Nevertheless, co-ancestry analysis and breeding experiments confirmed that sexual reproduction by the clonal morph and interbreeding between the two morphs is still possible, but varies among populations. One clonal population with long-term asexuality showed trends of decreased selection efficacy (increased ratio non- vs. synonymous gene diversities). Yet, all clonal populations showed distinct patterns of putative local adaptation relative to the sexual morph, possibly indicating maladaptation to local environmental conditions and high vulnerability of this unique clonal morph to environmental stress. <br> <em><strong>Data</strong></em> SNP datafile: HamelinClean.vcf<br> SNP input file used for population analysis popmap file: popmapHamelinClean.txt<br> population file used for analysis <br> id = sampleID<br> site= siteID
DOI: 10.6084/m9.figshare.20780878.v2
title: Verified Smart Contract Code Comments

description: <b>Artifact Description</b>Verified Smart Contracts Code Comments is a dataset of real Ethereum smart contract functions, containing "code, comment" pairs of both Solidity and Vyper source code. The dataset is based on every deployed Ethereum smart contract as of 1st of April 2022, whose been verified on Etherscan and has a least one transaction. A total of 1,541,370 smart contract functions are provided, parsed from 186,397 unique smart contracts, filtered down from 2,217,692 smart contracts.The dataset contains three folders: "train", "validation" and "test". Each folder contains several enumerated files in the Apache Parquet data file format.<b>Environment Setup</b>The Pandas library for Python is required to load the dataset. Both Unix-based and Windows systems are supported.<b>Getting Started</b>The following code snippet demonstrates how to load the dataset into a Pandas DataFrame.<br><br>&gt;&gt;&gt; import pandas as pd<br>&gt;&gt;&gt; df = pd.read_parquet("path/to/data")<b>License</b>All Smart Contracts in the dataset are publicly available, obtained by using Etherscan APIs, and subject to their own original licenses.
DOI: 10.6084/m9.figshare.25406977.v1
title: S6_Grain axes and transformation Ziller sample

description: This is the supplementary dataset S6 to the paper "How to quantify heavy mineral fertility from point-counting data". The dataset contains the measured a- and b-axes of all grains from the 63-125 and 125-250 microns fractions of the Ziller sediment. In addition, it shows how these values are used to transform area% (calculated from the grain diameters) into volume% and mass%.
DOI: 10.6084/m9.figshare.27336105.v3
title: GAHAC (v1)

description: GAHAC (v1)
DOI: 10.6084/m9.figshare.27923271.v5
title: null

description: null
DOI: 10.17632/nnyrdpvhjf
title: Pirolisis Batubara Peringkat Rendah Menjadi Bahan Bakar Cair Dan Gas Melalui Metode Catalytic Cracking Dengan Bantuan Microwave

description: Pada buku ini penggunaan LRC sebagai bahan-bakar langsung menyebabkan tidak efisien dan tidak ekonomis, serta menimbulkan pencemaran lingkungan. Oleh karena itu, diperlukan suatu alternatif teknologi bersih untuk mengolah LRC menjadi bahan-bakar yaitu pirolisis. Beberapa produk utama yang dihasilkan dari pirolisis LRC biasanya syngas, bahan-bakar cair, tar, dan char. Dari produk utama, tar berat harus dimurnikan dengan distilasi fraksional untuk mendapatkan produk komersial. Hingga saat ini, tantangan utama dari pirolisis adalah pemanasan konvensional yang rendah, menghasilkan hasil cair yang didominasi oleh tar, sehingga produk akhir (yaitu bahan-bakar cair) tidak dapat digunakan secara langsung sebagai bahan-bakar.
DOI: 10.17632/zggf8pth3h
title: Data: The impact of financial uncertainty on the price dynamics of global bond funds

description: The data are used to examines the impact of financial uncertainty shocks on the return and volatility dynamics of global bond funds using four key indicators: The VIX (equity market volatility), MOVE (bond market volatility), GPR (geopolitical risk), and CBDCU (central bank digital currency uncertainty).