cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/c6g7vkf9vx
title: Data for: 3-Phase Heuristics for Capacitated Multiple-depot Vehicle Routing Problem with Separate Backhaul and Linehaul with a Case Study on Corn Residue Management System

description: Data files contain the following scripts: distance_s is the distance between suppliers and depots supply is the supply of each supplier distance_c is the distance between suppliers and depots demand is the demand of each customers CapaCenter is the capacity of each depot Note that:each depot has a vehicle and capacity of vehicle is equal to capacity of depot
DOI: 10.17632/pd6gsm2m9r
title: Dataset for discriminant analysis

description: Data set of 50 projects to carry out discriminant analysis
DOI: 10.6084/m9.figshare.13350923.v1
title: Urine Dipsticks Albuminuria - Dataset.xlsx

description: Dataset used on a Systematic Review to perform the meta-analysis about the diagnostic accuracy of urine dipsticks testing albuminuria.
DOI: 10.6084/m9.figshare.14177630.v1
title: MEGNET-CFID dataset

description: Megnet database was used for training model in ref. https://pubs.acs.org/doi/10.1021/acs.chemmater.9b01294<br>In this file, we converted the structures in JARVIS-Atoms format and also added JARVIS-CFID descriptors.
DOI: 10.6084/m9.figshare.27604839.v1
title: <b>Long</b><b> </b><b>history paddy rice mapping</b><b> </b><b>across Northeast</b><b> </b><b>China with</b><b> </b><b>deep</b><b> </b><b>learning</b><b> </b><b>and </b><b>a</b><b>nnual</b><b> r</b><b>esult</b><b> e</b><b>nhancement</b><b> </b><b>method</b>

description: We utilized multi-sensor Landsat data and a deep learning model to conduct the first annual mapping of paddy rice in Northeast China from 1985 to 2023. We employed the Annual Result Enhancement (ARE) method, which accounts for differences in category probabilities produced by the deep learning model at various stages. This approach helps mitigate the impact of limited training samples when mapping paddy rice on a large scale and across different sensors. Compared to traditional rice mapping methods, the results obtained using the ARE method demonstrated a 6% increase in the F1 score.
DOI: 10.6084/m9.figshare.4902929.v1
title: Enhancing Ebola virus disease surveillance and prevention in counties without confirmed cases in rural Liberia: Experiences from Sinoe County during the flare-up in Monrovia, April to June, 2016 - Data

description: Data for the <b>manuscript</b>
DOI: 10.15468/dl.464amy
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Potentilla chinensis Ser.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 320 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013347-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27935712.v1
title: manta-groceries

description: manta groceries
DOI: 10.6084/m9.figshare.29142956.v1
title: <i>The Century Equation of Centrifugal Pumps: Euler’s Model Has Reached Its Limit!</i>

description: · <i>This paper proposes a major reformulation of Euler’s classical head equation for centrifugal pumps by integrating a synthetic head formula that reflects both the hydraulic limits and design insights. The proposed model reconstructs the H–Q curve as a superposition of two quadratic states, corresponding to Q = 0 and Q = Qₐₓ, with the final expression: H = Hₐₓ</i><i>⋅</i><i>(1 − Q/Qₐₓ)². This unifies empirical data and mechanistic understanding into a comprehensive equation that addresses legacy constraints and modern performance needs.</i>
DOI: 10.6084/m9.figshare.3750072.v1
title: Normalized mRNA expression ratios of procollagen type I, HA synthase 2 (HAS- 2), and matrix metalloproteinase (MMP)-2.

description: The results are expressed as the fold changein target gene mRNA expression relative to mRNA expression of the housekeeping gene,β-actin. Each sample was tested in duplicate. HAS-2 and MMP-2 expression increased significantly in the FGF- vs. PBS-injected group. The error bars represent the 95% confidence intervals of the mean. * P &lt; 0.05 in a Mann Whitney U test
DOI: 10.17632/59pknrxzpf
title: Data for: Trust in Human-Robot Interaction
DOI: 10.17632/ykzh3mzm7k
title: Vietnamese JHS students 2018: reading preferences, habits, and STEM learning results

description: A survey dataset of Vietnamese junior high school students (6th to 9th grades) in Ninh Binh Province. The survey is our first attempt in a larger research program that aims to study student reading preferences, habits, and corresponding STEM learning results. It was conducted during 2017-2018.
DOI: 10.6084/m9.figshare.21258363.v1
title: Desmodium ovalifolium 1.extendedFrags.fastq

description: The soil 16S data of Litchi orchards intercropping with <em>Desmodium ovalifolium, Grona heterocarpos</em>, and <em>Stylosanthes guianensis.</em>
DOI: 10.6084/m9.figshare.21407208.v1
title: The chromosome-level genome of Sparganium stoloniferum

description: The assembly and annotation files of Sparganium stoloniferum geome
DOI: 10.6084/m9.figshare.25016432.v3
title: <b>Fruiting phenology data for 4,462 spontaneous and cultivated plant taxa in Portugal (1926 </b><b>– 2013)</b>

description: Here we provide information on the exact day and site where seeds of 4,462 taxa were collected for the <i>Index Seminum</i> (seed exchange catalogue) of the Botanic Garden of the University of Coimbra, between 1926 and 2013. Seeds were collected from spontaneous and cultivated individuals across Portugal, including both native and introduced taxa. The database consists of 127,747 curated records with information on the species, or infraspecific taxa (including authority), and the day and site where seeds were collected. All records are georeferenced and provided with a confidence interval for the collection site. Taxonomy was first curated manually by in-house botanists and then harmonized according to the GBIF backbone taxonomy.
DOI: 10.6084/m9.figshare.28685078.v1
title: Mitigating ammonia inhibition in <i>in situ</i> biomethanation using anaerobic moving bed biofilm reactor

description: <i>In situ</i> biomethanation is an efficient technology that converts carbon dioxide (CO<sub>2</sub>) in biogas into methane (CH<sub>4</sub>) using hydrogen (H<sub>2</sub>). However, high ammonia concentrations can negatively impact process efficiency. This study investigates the inhibitory effect of ammonia on <i>in situ </i>biomethanation, microbial community dynamics and potential mitigation mechanism.Ammonia is one of the key process inhibitors in anaerobic digestion and biomethanation. Its high concentration in the liquid phase makes it a major limiting factor in <i>in situ </i>biomethanation. This study was conducted under thermophilic condition (51 <sup>°</sup>C) using degassed cow manure as inoculum, with H<sub>2</sub> and biogas (CH<sub>4</sub> and CO<sub>2</sub>) as substrate gases and NH<sub>4</sub>Cl as a model ammonia source.Initially, batch assays were conducted to quickly determine the ammonia concentration threshold for inhibition. The result showed significant inhibition of biomethanation observed above 3 g/L. To further explore this effect, a fed-batch experiment was performed using an anaerobic moving bed biofilm reactor (AnMBBR). The AnMBBR system showed a reduction in ammonia inhibition by 45% and 43% at 2.5 and 5 g/L ammonia nitrogen, respectively, highlighting the resilience of AnMBBR against ammonia inhibition.Microbial community analysis (16S rRNA sequencing) revealed that <i>Methanothermobacter, </i>a thermophilic hydrogenotrophic methanogen, increased up to 59% of the recovered archaeal community under ammonia stress, compared to 13% in the bioreactor with only H<sub>2</sub>/CO<sub>2</sub> feeding. These finding demonstrated the potential of AnMBBR to mitigate ammonia inhibition in <i>in situ</i> biomethanation.
DOI: 10.17605/osf.io/7nsbp
title: Household Food Waste

description: This project contains the data and code for the paper: In-store food promotions increase sales as well as household food waste
DOI: 10.17632/9szhdzgkfx
title: The multiple myeloma microenvironment is defined by an inflammatory stromal cell landscape

description: Single-cell RNA sequencing datasets of the immune and non-hematopoietic bone marrow microenvironment and plasma cells of newly diagnosed individuals with multiple myeloma and non-cancer control patients as published by De Jong et al., Nat Immunol. 2021 Jun;22(6):769-780 doi: 10.1038/s41590-021-00931-3

Abstract: Progression and persistence of malignancies are influenced by the local tumor microenvironment, and future eradication of currently incurable tumors will, in part, hinge on our understanding of malignant cell biology in the context of their nourishing surroundings. Here, we generated paired single-cell transcriptomic datasets of tumor cells and the bone marrow immune and stromal microenvironment in multiple myeloma. These analyses identified myeloma-specific inflammatory mesenchymal stromal cells, which spatially colocalized with tumor cells and immune cells and transcribed genes involved in tumor survival and immune modulation. Inflammatory stromal cell signatures were driven by stimulation with proinflammatory cytokines, and analyses of immune cell subsets suggested interferon-responsive effector T cell and CD8+ stem cell memory T cell populations as potential sources of stromal cell-activating cytokines. Tracking stromal inflammation in individuals over time revealed that successful antitumor induction therapy is unable to revert bone marrow inflammation, predicting a role for mesenchymal stromal cells in disease persistence.
DOI: 10.17632/c3vscvghy3
title: Oxygen Desaturation During Sleep Predicts Silent Brain Infarction in Obstructive Sleep Apnea

description: Oxygen Desaturation During Sleep Predicts Silent Brain Infarction in Obstructive Sleep Apnea Abstract: Background: Obstructive sleep apnea has been identified as a risk factor for stroke. Evidence is increasing that obstructive sleep apnea is a cause of silent brain infarction and that endothelial dysfunction triggered by oxygen desaturation during sleep is the underlying mechanism. Methods: We used a retrospective cohort design to examine the risk of silent brain infarction in 24 obstructive sleep apnea subjects and 24 control subjects. Both cohorts underwent sleep studies, MRI scanning of the brain, determination of C-reactive protein level, and determination of soluble P-selectin levels. Cohorts were comparable in age and BMI. Exclusion criteria included cigarette smoking, hypertension, diabetes mellitus, coronary artery disease, hyperlipidemia, and obesity. Results: There were no silent brain infarcts in the control subjects. Eleven of the 24 subjects with obstructive sleep apnea had a silent brain infarction. The lowest level of oxygen desaturation during sleep was significantly lower in the obstructive sleep apnea subjects with silent brain infarction (66.8  9.2 %) than obstructive sleep apnea subjects without silent brain infarction (82.2  8.0 %). C-reactive protein levels were higher in subjects with silent brain infarction (76.0  52.6 mg/L) than those without silent brain infarction (14.8  56.1 mg/L). Similarly, soluble P-selectin levels were higher in subjects with silent brain infarctions (274.8  89.1 U/ml) than in subjects without silent brain infarction (100.1  47.3 U/l). A logistic regression model confirmed that in obstructive sleep apnea subjects, lowest levels of oxygen desaturation during sleep is predictive of silent brain infarction. Conclusion: Obstructive sleep apnea is a risk factor for silent brain infarction and can cause silent brain infarctions in subjects without traditional stroke risk factors. Among subjects with obstructive sleep apnea, lowest levels of oxygen desaturation during sleep are predictive of silent brain infarction. Oxygen desaturation during sleep may cause endothelial dysfunction that triggers a pro-inflammatory and pro-thrombotic state that is conducive to silent brain infarction.
DOI: 10.6084/m9.figshare.25912411.v1
title: test of amusia spss.savScreening Test of amusia - Data fileScreening test of amusia_Data file

description:   
The present study aimed to create a quantitative screening tool for amusia and to compare variables which are related to the occurrence of this disorder. A small percentage of the population suffers from amusia, namely, difficulty perceiving music and acquiring musical skills, despite their normal hearing, language, and intelligence. Based on the pre-existing data of its diagnosis and studying the deficits of this disorder, the present detection tool was created with laboratory evaluation and contains seven acoustic tests: "dissonant intervals", "out of tone", "contour", "memory", "rhythm", "integration" and "emotion". The participants were 200 people (80 students and 120 adults). According to the findings, only 4% suffer from amusia and it was found that those who have music education more than two years present higher performance in the present test than the others. In conclusion, factors such as gender and age do not affect the existence of this musical disorder.
DOI: 10.17632/zdj7trnzr5
title: Supplementary Data for: Basalt lava flows of the intraplate Newer Volcanic Province in south-east Australia (Melbourne region): 40Ar/39Ar geochronology reveals ~8 Ma of episodic activity.

description: Supplementary 40Ar/39Ar and XRF Data for: Basalt lava flows of the intraplate Newer Volcanic Province in south-east Australia (Melbourne region): 40Ar/39Ar geochronology reveals ~8 Ma of episodic activity.
DOI: 10.6084/m9.figshare.1375507.v1
title: cardiac data 2

description: The cardiac data was acquired with a dual source CT scanner(Siemens Somatom Definition, Germany). Each patient was scanned at twenty-one time phases.
DOI: 10.6084/m9.figshare.14444405.v1
title: Dataset: The impact COVID-19 had on physical activity and stress among university students

description: Open Data dataset containing measure of levels of physical activity and stress for 1331 college students during fall 2019 (pre-COVID-19) and fall 2020 (COVID-19).
DOI: 10.6084/m9.figshare.2010258.v1
title: Rotating Fan Simulation Tutorial Files

description: These files go with the youtube tutorial on creating a star ccm+ simulation of a propeller with rotating reference frames and periodic boundary conditions. The sim file, as well as the propeller file are included for reference in setting up the simulation. The java script and the batch files are included for reference for interfacing to a remote / supercomputer. The simulation is in no way validated, the physics, mesh, and boundary conditions all need to be worked on. This is for tutorial reference only. Wind tunnel data for the propeller geometry supplied can be found at<br>https://figshare.com/articles/Aerodynamic_Performance_Characterization_of_Leading_Edge_Protrusions_on_Small_Propellers/2009607<br>(diameter was 5.5 inches)<br>10.6084/m9.figshare.2009607 <br><br><br>The youtube tutorial links are:<br>https://www.youtube.com/watch?v=tqZm6wxqrWY<br>https://www.youtube.com/watch?v=66RWM07tZpc
DOI: 10.6084/m9.figshare.22679455.v1
title: bulk train

description: The bulk and shear datasets for the Materials Project used in Matformer: https://github.com/YKQ98/Matformer
DOI: 10.6084/m9.figshare.28342601.v1
title: Repository for: Dynamics of infection and immunity over 50 years as marine stickleback adapt to freshwater

description: Parasite-host relationships are a great framework within which to study the mechanisms driving evolutionary change, both in terms of ecological dynamics, selection pressures, and the phenotypic basis of adaptation to environmental change. One classic example of adaptation is the loss of armor plating as marine stickleback fish colonize freshwater habitats. However, the parasitological and immunological adaptations in new freshwater populations are less clear. When marine fish colonize freshwater they encounter an unfamiliar tapeworm parasite, <i>Schistocephalus solidus</i>, to which they are poorly adapted. Many (but not all) freshwater populations evolve an inducible fibrosis response to <i>S.solidus</i>, a build-up of scar tissue that limits parasite growth and survival. However, we did not know the time frame over which marine fish, invading freshwater, will evolve this immune trait. To resolve this, we tracked the eco-evolutionary dynamics of <i>Schistocephalus solidus</i>tapeworm infection and the fibrosis immune response over 50 years, in an artificial quarry pond populated by susceptible marine fish in 1967. We show that infection rates were initially high, as the marine fish encountered a freshwater parasite to which they were not adapted. Fibrosis rates subsequently increased, reducing the infection rates and by 2021 <i>S.solidus</i> was apparently eliminated. This process matches a simple eco-evolutionary model of an inducible immune response, and provides a clear example of how hosts can adapt to and suppress novel parasites. Although fibrosis is typically viewed as an immune pathology contributing to disease in humans, we show that in stickleback it has a key adaptive value in protection against helminth infection.
DOI: 10.17632/32tf2gfr44
title: Exploring the Mechanism by Which Community Micro-Renewal Tourism Experience Influences Tourists’ Behavioral Intention: A Dual Perspective of Novelty-Seeking and Place Attachment

description: The quantitative phase surveyed 586 visitors using validated scales across eleven constructs, followed by structural equation modeling (SEM) using SmartPLS to test proposed hypotheses and interaction effects.
DOI: 10.17632/88ztcnjsjw
title: Original data in "Peridynamics-based reformulation of HJC constitutive model for concrete failure analysis under impact"

description: The original data in "Peridynamics-based reformulation of HJC constitutive model for concrete failure analysis under impact", including the data used in 1.stress-strain curves (Section 5.1); 2.load-time curves and energy time historiers (Section 5.2); 3.deceleration-time curves, velocity-time curves and depth-time curves (Section 5.3).
DOI: 10.17632/dw5scbf3c8
title: Commensal Neisseria kill Neisseria gonorrhoeae through a DNA-dependent mechanism. Kim et al.

description: Fasta (quiver) and gff.gz files generated from PacBio Single Molecule, Real-Time sequencing of Neisseria elongata chromosome. Overview Excel file contains base calling accuracy and quality of sequencing reads. These data were used to determine methylated sequence motifs in Neisseria elongata (Table S5).
DOI: 10.17632/t6hs9krksf
title: Dataset for acoustic features extracted from healthy, nodules and Reinke's edema affected voices

description: The dataset contains acoustic features extracted for Nodules and Reinke's edema patients and healthy subjects.

All the information on data collection and dataset building is presented in the following paper. This paper should be cited in case of any scientific research publication is produced using this dataset:

Mario Madruga, Yolanda Campos-Roca, Carlos J. Pérez, Impact of noise on the performance of automatic systems for vocal fold lesions detection, Biocybernetics and Biomedical Engineering, Volume 41, Issue 3, 2021, Pages 1039-1056, ISSN 0208-5216, https://doi.org/10.1016/j.bbe.2021.07.001

All the data is included in the .csv file. A brief description of atributes is found in the .doc file.

This research has been supported by project MTM2017-86875-C3-2-R (Ministerio de Ciencia, Innovación y Universidades), projects IB16054, GR18108 and GR18055 (Junta de Extremadura/European Regional Development Funds, EU), and FPU18/03274 grant (Ministerio de Ciencia, Innovación y Universidades).
DOI: 10.6084/m9.figshare.26880076.v1
title: A kinematic dataset of locomotion with gait and sit-to-stand movements of young adults

description: Kinematic data is a valuable source of movement information that provides insights into the health status, mental state, and motor skills of individuals. Additionally, kinematic data can serve as biometric data, enabling the identification of personal characteristics such as height, weight, and sex. In CeTI-Locomotion, four types of walking tasks and the 5RSTST were recorded from 50 young adults wearing mocap suits equipped with IMU. Our dataset is unique in that it allows the study of both intra- and inter-participant variability with high quality kinematic motion data for different motion tasks.
Along with the raw kinematic data, we provide the source code for phase segmentation and the processed data, which has been segmented into a total of 4672 individual motion repetitions. To validate the data, we conducted visual inspection as well as machine-learning based identity and action recognition tests, achieving 97% and 84% accuracy, respectively. The data can serve as a normative reference of gait and sit-to-stand movements in healthy young adults and as training data for biometric recognition.
DOI: 10.6084/m9.figshare.27026701.v3
title: <b>Wetland restoration is effective but insufficient to compensate for SOC losses from degradation</b>

description: A global dataset of SOC in restored, degraded and natural wetlands (1996–2023)
DOI: 10.6084/m9.figshare.29039597.v1
title: <sup>1H NMR of compound </sup><sup><strong>3'</strong></sup><sup><strong>3'</strong></sup>

description: <sup>1</sup>H NMR of compound <b>3'</b> (fid file) in the following paper.<br>https://doi.org/10.1093/bbb/zbaf008
DOI: 10.17632/b85ybd3675
title: Management of adult generalized pustular psoriasis using biologics: An evidence-based review

description: Generalized pustular psoriasis (GPP) is a rare disease with a remitting/relapsing pattern that presents with its own diagnostic and treatment challenges. It is believed to be linked to reduced interleukin-36 receptor antagonist (DITRA) activity. Currently, no consensus-based guidelines or universally accepted treatments exist for GPP. This systematic review examines the efficacy and safety of systemic biologics for GPP.
DOI: 10.17632/x3zjcdpt7b
title: Minimum-error world map projections defined by polydimensional meshes

description: Specification files for the Danseiji map projections. For information about how to interpret them, see appendix A of the manuscript, or the source code at https://github.com/jkunimune/Rubber-Earth/.
DOI: 10.21942/uva.7588886.v1
title: RSL data

description: This file contains annotations created by Vadim Kimmelman in ELAN linguistic annotator to accompany video files from the on-line corpus of RSL (corresponding files are indicated in the File column), which features Russian Sign Language signers. Annotations include information about properties of verbs and their arguments. The RSL corpus videos, plus annotations of sign language glosses and translations, are accessible via http://rsl.nstu.ru/ after registration.
DOI: 10.6084/m9.figshare.15095703.v1
title: Critical current characterisation of Fujikura FESC 2G HTS superconducting wire

description: Detailed measurements of the critical current of a commercial 2G HTS REBCO wire as a function of temperature, magnetic field, and field angle, performed at the Robinson Research Institute of Victoria University of Wellington.
DOI: 10.6084/m9.figshare.22220125.v1
title: glass_evi_250m_2000_001

description: A global land surface 250-m 8-day EVI product (2000_001)