cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21408204.v1
title: POI and Emotions Data from OpenStreetMap and Geotagged tweets

description: POI and OpenStreetmap data used in the analysis for the publication in Plos one titled " A City-Wide Examination of Fine-Grained Human Emotions through Social Media Analysis" <br> The following files are included <strong>SanFranciscoOSM.tsv: </strong>Contains the POI dataset from San Francisco<br> <strong>LondonOSM.tsv: </strong>Contains the POI dataset from London <br> <strong>LondonPOIWithMatchedEmotions.tsv: </strong>Contains the list of each POI location in the Greater London area with information about the averaged emotions of the tweets that were matched with them <br> <strong>SanFranciscoPOIWithMatchedEmotions.tsv:</strong> Contains the list of each POI location in SanFrancisco with information about the averaged emotions of the tweets that were matched with them <br> <strong>LondonDaysEmotions.tsv: </strong>The list of days with the average of different emotions in Greater London <br> <strong>SanFrancisco-DaysEmotions.tsv: </strong>The list of days with the average of different emotions in San Francisco <br> <strong>SanFrancisco_TweetsNearbyPlaceCats10m.tsv:</strong> The list of tweets in San Francisco with the number of POI categories within 10m and the different emotions detected on that tweet <br> <strong>SanFrancisco_TweetsNearbyPlaceCats20m.tsv:</strong> The list of tweets in San Francisco with the number of POI categories within 20m and the different emotions detected on that tweet <br> <strong>SanFrancisco_TweetsNearbyPlaceCats30m.tsv:</strong> The list of tweets in San Francisco with the number of POI categories within 30m and the different emotions detected on that tweet <br> <strong>London_TweetsNearbyPlaceCats10m.tsv:</strong> The list of tweets in London with the number of POI categories within 10m and the different emotions detected on that tweet <br> <strong>London _TweetsNearbyPlaceCats20m.tsv:</strong> The list of tweets in London with the number of POI categories within 20m and the different emotions detected on that tweet <br> <strong>London _TweetsNearbyPlaceCats30m.tsv:</strong> The list of tweets in London with the number of POI categories within 30m and the different emotions detected on that tweet
DOI: 10.6084/m9.figshare.28904390.v1
title: supplement table

description: <b>Fatty acidomics unveils seasonal variations in nutritional quality of buffalo and camel milk</b>
DOI: 10.17632/p9kgvwx853
title: Tracking Crystal-melt Segregation and Accumulation in the Intermediate Magma Reservoir

description: The supporting information includes Text S1 of methods; 
Figure S1: Geological maps of study area.
Figure S2: Zircon U-Pb Concordia diagrams.
Figure S3: Major element characteristics of intrusions.
Figure S4: Representative cross-polarized microphotographs.
Figure S5: Change of water content in melt.
Figure S6: Cartoon pattern diagram of crystal-melt segregation.
Supporting References. 
Supporting Tables S1-S11 are also included.
DOI: 10.6084/m9.figshare.20004968.v1
title: Physico-mechanical properties of the wood of freijó, Cordia goeldiana (Boraginacea), produced in a multi-stratified agroforestry system in the southwestern Amazon

description: ABSTRACT Agroforestry systems (AFSs) integrate, through sustainable practices, agricultural and forest crops for the production of wood and food, providing environmental services, and conserving biodiversity. The freijó (Cordia goeldiana) has potential for cultivation in the Amazon for timber purposes, but data on the characteristics of its wood produced in AFSs are scarce. Our objective was to determine the physical-mechanical properties and suggest technological applications of freijó wood produced in a multi-stratified AFS established in the state of Rondônia, Brazil in 1996. Agricultural and forest species were established in the AFS in double rows with 5.0-m x 2.5-m spacing. Three 19-year-old freijó trees were harvested for chemical, physical (density and dimensional stability), and mechanical (compression, static bending, Janka hardness, and shear strength) characterization of the wood. The wood presented a chemical composition similar to tropical hardwoods, was moderately heavy (582.63 kg m-3), and had high dimensional stability in comparison with other consecrated woods on the market (longitudinal, radial, and tangential retraction = 0.25, 4.27, and 6.83%, respectively). The values determined for parallel (32.32 MPa) and perpendicular compression (8.02 MPa), specific strength (55.32 MPa kg-1 m-3), parallel (2373.33 N) and perpendicular Janka hardness (2326.67 N), strength to static bending (63.5 MPa), and shear (5.94 MPa) were similar to the values observed in other high-density tropical woods grown in either monoculture plantations or natural forests. The wood under study is suitable for manufacture of high-value-added products, such as fine furniture, residential floors, musical instruments and structural pieces.
DOI: 10.6084/m9.figshare.22197149.v1
title: Characterization of root-associated fungi and reduced plant growth in soils from a New Mexico uranium mine

description: Characterizing the diverse, root-associated fungi in mine wastes can accelerate the development of bioremediation strategies to stabilize heavy metals. Ascomycota fungi are well known for their mutualistic associations with plant roots and, separately, for roles in the accumulation of toxic compounds from the environment, such as heavy metals. We sampled soils and cultured root-associated fungi from blue grama grass (<i>Bouteloua gracilis</i>) collected from lands with a history of uranium (U) mining and contrasted against communities in nearby, off-mine sites. Plant root-associated fungal communities from mine sites were lower in taxonomic richness and diversity than root fungi from paired, off-mine sites. We assessed potential functional consequences of unique mine-associated soil microbial communities using plant bioassays, which revealed that plants grown in mine soils in the greenhouse had significantly lower germination, survival, and less total biomass than plants grown in off-mine soils but did not alter allocation patterns to roots versus shoots. We identified candidate culturable root-associated Ascomycota taxa for bioremediation and increased understanding of the biological impacts of heavy metals on microbial communities and plant growth.
DOI: 10.6084/m9.figshare.28235279.v1
title: Data for "Bosonic Superfluid on Ellipsoidal Surface"

description: 1.For the plot of Fig.1, "fig1_a.csv" and "fig1_b.csv" provides the x (a/R) and y (c/R) component of coordinates for each point. The first and second columns of the file "fig1_energy.csv" represent the eigen-energies (\epsilon/E_R) corresponding to |m| = 1 and |m| = 0 of L = 1 manifold, respectively. Each column, containing 400 values, can be reshaped into a 20-by-20 matrix.<br>2. File "fig2_exact.csv" contains the exact results of spectrum (\epsilon/E_R) under condition of fixed surface area, where seven coloumns from left to right represent \alpha (describing the deviation from sphere); L=0,|m|=0; L=1,|m|=0; L=1,|m|=1; L=2,|m|=0; L=2,|m|=1; L=2,|m|=2. Six coloumns in "fig2_pert.csv" show the results with first-order perturbation, which correspond to alpha; L=1,|m|=0; L=1,|m|=1; L=2,|m|=0; L=2,|m|=1; L=2,|m|=2.<br>3. "fig3_a.csv" and "fig3_b.csv" provide the data for subfigures (a) and (b) in Fig.3. In each file, the first column is the cosine of angle theta, while the other columns are distributions of wavefunction with fifth, seventh and ninth lowest eigen-energies.<br>4. "fig4.csv" provides the results for Fig.4. The first column is the scattering length (R/as), the other three columns from left to right are superfluid fraction f_s with deviation parameter \alpha = -0.05, 0 and 0.05.
DOI: 10.17632/738sdjm6h9
title: Flower Images jpg

description: Raw jpg images of five types of flowers. Partitioned into test, training and validation directories. Original source are not partitioned. Original source is https://storage.googleapis.com/download.tensorflow.org/example_images/flower_photos.tgz
DOI: 10.6084/m9.figshare.14763051.v1
title: Test data for the Pooch library

description: Pooch is an open-source Python library for data download. This archive contains testing data for Pooch's figshare download functionality. <br>
DOI: 10.6084/m9.figshare.17096978.v1
title: HIPC-II Immune Signatures Data Resource

description: This file is a snapshot of all data included in the Immune Signatures Data Resource, which can be browsed in greater detail on ImmuneSpace at www.immunespace.org/is2.url. <br><br>Vaccines are among the most cost-effective public health interventions for preventing infection-induced morbidity and mortality, yet much remains to be learned regarding mechanisms. The NIH/NIAID Human Immunology Project Consortium(HIPC) has leveraged systems immunology approaches to identify molecular signatures of immunogenicity in many vaccines. These data are available to the scientific community through the ImmuneSpace data portal and analysis engine leveraging the NIH/NIAID ImmPort repository. However, a barrier to progress in this area is that comparative vaccine analyses have been limited by the distributed nature of some data, potential confounders, and the absence of relevant studies in ImmPort. To support comparative analysis, we have created the Immune Signatures Data Resource, a compendium of standardized systems vaccinology datasets available through ImmuneSpace, along with code to reproduce the standardization pipeline. The current release comprises 1405 participants from 53 cohorts profiling the response to 24 vaccines and includes transcriptional profiles and antibody response measurements. This novel compendium represents a valuable resource for comparative analyses that will accelerate our understanding of mechanisms underlying vaccine responses.
DOI: 10.6084/m9.figshare.20448489.v1
title: Ultrasound-based adaptive prosthetic control dataset (UltraPro)

description: This is a ultrasound-based adaptive prosthetic control dataset . Detailed description will be added a little bit later.
DOI: 10.6084/m9.figshare.27089071.v1
title: RNAseq transcriptome matrix of human natural killer culture protocols

description: csv table comprising normalized matrix of RNAseq for human NK cell culture protocol
DOI: 10.6084/m9.figshare.28024625.v1
title: IAA spectum data.xlsx

description: IAA spectum data
DOI: 10.6084/m9.figshare.28855433.v1
title: Data_Explo Moths FBD PBD 2025

description: Data of manuscript "Functional and phylogenetic beta diversity response of nocturnal moth assemblages to land-use intensity in grasslands and forests" for peer review.
DOI: 10.6084/m9.figshare.28929452.v1
title: <b>Dataset on Event and Recreation Tourism Trends, Impacts, and Opportunities with Focus on Uzbekistan (2019–2024)</b>

description: This Data Report presents a curated dataset capturing global and regional trends in event and recreation tourism from 2019 to 2024, with a particular focus on Uzbekistan’s emerging market. Data were derived from industry reports, government publications, and academic sources, compiling economic impact values, tourist preferences, and sustainability indicators. The dataset provides a foundation for future research in tourism economics, cultural tourism development, sustainability integration, and policy analysis.
DOI: 10.6084/m9.figshare.4900298.v1
title: Solving the stochastic hyperelasticity equation with a sensitivity derivative-driven Monte Carlo method

description: Code to solve the 3D stochastic hyperelasticity problem using a sensitivity derivative-driven Monte Carlo method. A Docker image is provided that can run all of the included code.<br>This code generates the figures shown in the paper:<br>Quantifying the uncertainty in a hyperelastic soft tissue model with stochastic parameters. Submitted. Hauseux, Hale, Cotin, Bordas. http://hdl.handle.net/10993/30946.<br>This figshare repository is for archival purposes. It is easiest to use the code and image directly from the Bitbucket and Dockerhub repositories shown in the References section below. Full instructions are given in the README.md file inside the code archive file.<br>The code is licensed under the LGPL v3.0. The code in this repository is based on our previous work which you can find at: https://doi.org/10.6084/m9.figshare.3561306.v2<br><br>The Docker image contains binaries for a variety of open source software. All software binaries in the container were compiled from unmodified sources from the project originators.
DOI: 10.17632/fnbvcyf223
title: Cytotoxic lymphocytes in Kidney Transplant - PNAS - Ishiyama et al 2022

description: CyTOF dataset of Ishiyama et al., PNAS 2022 "Mass cytometry reveals single-cell kinetics of cytotoxic lymphocyte evolution in CMV-infected renal transplant patients". This dataset includes PBMC CyTOF files by NK-centric panel (singlet cells or live cells after debarcoding) for 11 CMV viremic patients and 9 non-viremic patients. Each patient have 3 to 5 files, which indicate different time points (day 0 of transplantation, at a time point prior to viremia, and then post-viremia at approximately 1-week, 1-month, and long-term (>1 month)). Refer to Figure 1 in the manuscript regarding the time points for each patient.
DOI: 10.17632/v2h5h5vdcc
title: Laminate Stiffness Tailoring for Improved Buckling Performance

description: This data item provides supplementary information to a published article:  

York, C. B. (2021) Laminate stiffness tailoring for improved buckling performance. Thin-Walled Structures, 161, 107482.  
https://doi.org/10.1016/j.tws.2021.107482  
Received 31 July 2020, Revised 18 November 2020, Accepted 20 January 2021, Available online 18 February 2021.  

The article presents a stiffness tailoring approach for improved buckling performance using double angle-ply laminates.  These special configurations are either stiffness matched to the extensional stiffness of equivalent balanced and symmetric laminate designs, or standard-ply designs, representing typical aircraft components, such as a spar, skin or stiffener, to identify configurations with improved buckling performance, or matched to specific bending stiffness properties, in order to achieve a buckling performance threshold.  Tailored designs with matched isotropic properties in bending are used to demonstrate the influence of variation in axial stiffness on the stability of thin walled sections.  Many of the designs can be tapered in thickness, through ply terminations, which permit tailoring of the bending stiffness properties between compression and shear dominant regions.

The following electronic appendices are listed below:
Appendix 1 - Balanced and Symmetric Standard-Ply Designs
Appendix 2 - Double Angle-Ply Designs Derived from Standard-Ply Designs
Appendix 3 - Double Angle-Ply Designs
Appendix 4 - Tapered Double Angle-Ply Designs
DOI: 10.6084/m9.figshare.21394653.v1
title: Supplementary Material for: Neurodevelopmental Antecedents and Sensory Phenomena in Obsessive Compulsive Disorder: A Systematic Review Supporting a Phenomenological-Developmental Model

description: <b><i>Background:</i></b> The majority of models on obsessive compulsive disorder (OCD) endorse a top-down perspective on the cognitive mechanisms underlying OCD functioning and maintenance, whereas a bottom-up perspective is rarely pursued. <b><i>Objectives:</i></b> The aim of the study was to review the empirical literature on sensory phenomena (SP) and neurodevelopmental antecedents of OCD, which could support the conceptualization of an alternative, bottom-up perspective integrating neurodevelopmental and phenomenological levels of analysis on OCD. <b><i>Methods:</i></b> A systematic review according to PRISMA guidelines was performed in PubMed/MEDLINE, PsycInfo, the Cochrane Library, and Excerpta Medica Database (EMBASE) and focused on SP and “neurodevelopmental antecedents” (operationalized in early risk factors, neuroimaging signs, neurological soft signs, and sensory responsivity). The time interval was from inception up to March 31, 2022. <b><i>Results:</i></b> From the search in electronic databases, 48 studies were retained and reviewed. SP are highly prevalent in OCD patients and overrepresented in comparison with healthy controls. Similarly, OCD patients also present a higher prevalence of early environmental adversities and sensorimotor alterations in terms of neurological soft signs and sensory over-responsivity in the tactile and acoustic domains; additional findings included hypogyrification signs at neuroimaging. Both sensorimotor alterations and SP are associated with tic-related manifestations and poorer insight in OCD patients. <b><i>Conclusions:</i></b> On the ground of established common subjective experience of SP and premorbid neurodevelopmental features, we hypothesized an explanatory model for OCD, which considers the possible pathophysiological role for altered corollary discharge and enhanced error detection in the neurodevelopment of SP and obsessions. SP may represent the subjective experiential resonance of an individual history of persistently inaccurate sensory predictions, whereas accompanying manifestations, such as the obsessive need for order and symmetry, may represent a compensatory attempt to mitigate SP. This neurodevelopmental-phenomenological bottom-up model, describing a dimensional gradient of sensorimotor alterations and related subjective experiences, may contribute to explain the dimensional affinity between OCD and schizophrenia spectrum disorders. Furthermore, this model could be useful for the early detection of subjects at higher risk of OCD.
DOI: 10.6084/m9.figshare.22680904.v2
title: Polygenic prediction of preeclampsia and gestational hypertension

description: - The description of headers of GWAS summary statistics and PRS files: README.txt- The GWAS of pre-eclampsia: metal_preeclampsia_discovery_multiancestry_metaanalysis.txt.gz- The GWAS of gestational hypertension: metal_gestational_hypertension_discovery_multiancestry_metaanalysis.txt.gz- The GWAS of gestational hypertension for European ancestry only: metal_geshtn_European_allBiobanks_omitNone_1.txt- The GWAS of pre-eclampsia for European ancestry only: metal_preec_European_allBiobanks_omitNone_1.txt- The SNP effect to estimate PRS of pre-eclampsia: PRSCS_preec.txt- The SNP effect to estimate PRS of gestational hypertension: PRSCS_geshtn.txt- The SNP effect to estimate PRS of systolic blood pressure: PRSCS_SBP.txt
DOI: 10.6084/m9.figshare.28738613.v1
title: Data of "The reproductive multiverse of diandrous orchids: two anthers offer new perspectives in pollinator-mediated phenotypic selection"

description: These are the original data files used in the study: "The reproductive multiverse of diandrous orchids: two anthers offer new perspectives in pollinator-mediated phenotypic selection"
DOI: 10.6084/m9.figshare.7806635.v1
title: Files for brms and MCMCglmm analyses

description: R documents (.R files) and associated data files used for Bayesian phylogenetic multilevel models. Details are provided as comments throughout R documents. Data files include bird phylogenetic trees (.tre files) and individual specimen and species-level information (.csv files). Resulting model summaries are included (.txt files and brms_model_summaries_100.csv).
DOI: 10.6084/m9.figshare.9936986.v1
title: PLOS ONE data set

description: sequence and qPCR data set described in the research
DOI: 10.17632/h69sgcf3zt
title: Data for: Enhancement of mechanical properties of low carbon dual phase steel via natural aging

description: The natural aging behavior of a low carbon dual phase (DP) steel was studied and the effects of martensite content and ferrite grain size were taken into account. The enhancement of strength and hardness by aging at room temperature was related to quench aging by the precipitation of carbides in the ferrite grains. It was revealed that increasing the intercritical annealing temperature diminishes the quench aging effect, which was related to the decreased degree of supersaturation of carbon in ferrite. The maximum quench aging effect was observed by annealing the ferritic-pearlitic steel at a temperature close to the eutectoid temperature where the solute carbon content of ferrite reaches the maximum value. However, in contrast to aged DP steels, the tensile stress-strain curves showed yield-point phenomenon. It was also revealed that increasing grain size is in favor of quench aging.
DOI: 10.6084/m9.figshare.1418386.v1
title: Pairwise molecular similarities between DrugBank compounds

description: Molecular similarities were calculated between pairs of DrugBank compounds using structures from the DrugBank SDF download. First, a Morgan (circular) fingerprint with radius 2 was calculated for each compound. Dice coefficients were used to quantify fingerprint similarity.
DOI: 10.6084/m9.figshare.19207362.v1
title: Rorippa aquatica genome and annotation

description: Chromosome-level genome sequences and its annotation of <i>Rorippa aquatica.</i><br>
DOI: 10.6084/m9.figshare.22132949.v7
title: Integrative metabolomic and transcriptomic analysis reveals difference in glucose and lipid metabolism in the longissimus muscle of Luchuan and Duroc pigs

description: In this study, the metabolic and transcriptomic profiles of longissimus dorsi muscle from Duroc and Luchuan pigs were compared. A total of 609 metabolites were identified, 77 of which were significantly decreased in Luchuan compared to Duroc, and 71 of which were significantly elevated. Most differentially accumulated metabolites (DAMs) upregulated in Luchuan were glycerophospholipids, fatty acids, oxidized lipids, alcohols, and amines, while metabolites downregulated in Luchuan were mostly amino acids, organic acids and nucleic acids, bile acids and hormones.
DOI: 10.6084/m9.figshare.17696834.v1
title: Supplementary Material for: Associations of Gait Disorders and Recurrent Falls in Older People: A Prospective Population-Based Study

description: <b><i>Background:</i></b> Recurrent falls represent a major source of serious adverse health outcomes in the general older population. Gait impairment has been linked to recurrent falls, but there are only limited long-term data on this association. <b><i>Objectives:</i></b> The objective of the study was to investigate the association of gait disorders (GDs) and gait tests with future falls in an existing longitudinal population-based cohort. <b><i>Method:</i></b> The study was performed in participants of the Bruneck Study cohort 2010 aged 60–97 years, with prospective 5-year follow-up. At baseline, participants underwent a clinical gait assessment (to determine neurological and non-neurological GDs according to an established classification) and were also evaluated by quantitative and semiquantitative gait tests (Hauser Index, Tinetti balance and gait test, and gait speed). Logistic regression analysis adjusted for age and sex was used to determine the relationship of baseline variables with incident recurrent falls at 5-year follow-up. <b><i>Results:</i></b> Of 328 included participants, 22 (6.7%) reported recurrent falls at follow-up. Baseline presence of GDs was associated with recurrent falls at follow-up (odds ratio [OR] 4.2; 95% confidence interval [CI] 1.6–11.1; <i>p</i> = 0.004), and this effect was largely driven by neurological GDs (OR 5.5; 95% CI 1.7–17.4; <i>p</i> = 0.004). All 3 simple gait tests were predictive for incident falls (Hauser Index, <i>p</i> = 0.002; Tinetti test, <i>p</i> = 0.006; and gait speed, <i>p</i> &lt; 0.001). <b><i>Conclusions:</i></b> Clinical assessment of GDs and gait tests both had independent significant predictive value for recurrent falls over a 5-year follow-up period. This highlights the potential of such assessments for early fall risk screening and timely implementation of fall-preventive measures.
DOI: 10.6084/m9.figshare.22604950.v1
title: Additional file 3 of Uptight responses between clenching and forearm raising with factors of visual feedback and maintenance effort in healthy young women: An experimental study on factorial design

description: Additional file 3. Raw data of SEMG.