cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25688703.v1
title: Data and codes for X-SSHM

description: The data and code for manuscript: An explainable spatial interpolation method considering spatial stratified heterogeneity.1.Environments: -MATLAB R2023a-'System Identification Toolbox'-'Mapping Toolbox'-'Statistics and Machine Learning Toolbox'-'Parallel Computing Toolbox'<br>2.Data:-Raw data and the code for the simulated experiment are located in the 'simulated data' folder. -To generate the simulated data, execute 'sysDataGeneration.m'.-The soil organic matter data cannot be shared publicly due to data protection restrictions.<br>3.Description of data files:-'simulateddata.csv', 'simulateddata-train.csv', and 'simulateddata-test.csv': These files contain all samples, training samples and testing samples, respectively.-Each column in the above tables represents the point ID, stratum ID, x-coordinate, y-coordinate, feature 1, feature 2, coefficient 1, coefficient 2, observation value, and the training sample label, in that order.<br>4.Codes-The code for X-SSHM is stored in the 'X-SSHM' folder. -X_SSHM.m: Code for the X_SSHM model, which includs training of intra-stratum and inter-strata learner, fusing of intra-stratum and inter-stratum features, and interpolation of unknown points . Data for explanation can also be obtained from the workspace of MATLAB after interpolation.-generate_st_feature.m: Code for constructing spatial features.-between_samples_gener.m: Code for generating inter-strata samples for each stratum.-gwr.m: Code for Geographically Weighted Regression model (GWR).-bisquare.m: Code for bi-square kernel function for GWR.-guass.m: Code for Guassian kernel function for GWR.-condnum.m: Code for calculating condition number.-fminsearchbnd.m: Code for finding minimal value with bound constraints.-fminsearchcon.m: Extension of fminsearchbnd.m with general inequality constraints.-golden_section.m: Code for golden selection.-gwr_select_bandwidth.m: Code for selecting optimal bandwidth for GWR.-parseagrs.m: Code for parsing name-value pairs.-rsquare.m: Code for calculating RMSE and R square (R2).-startmatlabpool.m and closematlabpool.m: Code for start and close the parallel pool.<br>-To train the model, interpolate and obtain the data for the explanation, execute 'run.m'.<br><br>5.Visualization-The GSHAP data can be visualized use the code in 'visualization' folder.-GSHAP_dependence_graph.m: Code for GSHAP dependence graph.-GSHAP_summary_graph.m: Code for GSHAP summary graph.<br>
DOI: 10.6084/m9.figshare.7507151.v1
title: Effect of the degree of acetylation, plasticizer concentration and relative humidity on cassava starch films properties

description: Abstract The objective of this study was to develop films with reduced hygroscopicity and improved mechanical properties from acetylated cassava starch. For that, an acetylation procedure using acetic anhydride as the esterification reagent was performed, resulting in starch acetates with degrees of substitution (DS) of 0.6 (S0.6) and 1.1 (S1.1). Twelve films formulations were studied: native cassava starch (S), starch acetate S0.6 and S1.1, with two glycerol concentrations (0.25 g.100 g-1 (25) and 0.30 g.100 g-1 (30)). The films were conditioned at the relative humidities (RH) of 58% and 75% for 96 h before characterization. Water vapor permeability, water solubility, water sorption isotherms, microstructural analyses, and mechanical properties in different relative humidity and different glycerol concentration were performed. Starch acetate films (S1.1) resulted in lower water vapor permeability (2.35 ± 0.26 × 10-7g/m.s.Pa) and water solubility (21.2 ± 0.16 g.100 g-1) than native starch films (3.79 ± 0.26 × 10-7 g/m.s.Pa and 25.46 ± 0.12 g.100 g-1). S0.6 films showed higher tensile strength (8.42 ± 0.84 MPa) than S1.1 films (6.93 ± 0.55 MPa). The results indicated that acetylated starch can be used to produce films with improved mechanical properties, with less water solubility and permeability to water vapor, especially when starch acetate with 0.6 DS and low glycerol concentration are used. Chemical compounds used in this article: Starch, acetate (PubChem CID: 24832118); Acetic acid (PubChem CID: 176); Acetic anhydride (PubChem CID: 7918); Sulfuric acid (PubChem CID: 1118); Glycerol (PubChem CID: 753).
DOI: 10.6084/m9.figshare.14390705.v1
title: Continuing orthohantavirus circulation in deer mice in Western Montana

description: This is the animal capture results from field work coupled with lab testing testing results for RNA detection of Sin Nombre virus in the blood and lungs of captured small mammals. It also includes serological results.
DOI: 10.17632/3c3g3jsyjh
title: Supporting Information for Analogue sandbox modeling of orogenic wedge front faulting: roles of inherited fault zones and topographic loading

description: This is the supporting information of a sandbox modeling study focusing on fault processes in orogenic wedge frontal areas, like the Longmen Shan front where the 2008 Wenchuan earthqauke and 2013 Lushan earthquake occurred. It contains four parts, including:

Fig. S1: The critically tapered angle of our modeling materials, determined by the reference experiment.                                   (Page 2-3)
Fig. S2: Summary of the 27 sandbox experiments involving inherited fault zones. Both top and lateral view of selected photos are provided.    (Page 4-18)
Fig. S3: Mohr diagrams helping to constrain the frictional strength of the investigated IFs. They come together and form Fig. 14a.                 (Page 19)
Fig. S4: Fault reactivation diagram adopted in Fig. 14b, according to Sibson (1985) and Sibson and Xie, (1998).                            (Page 20-21)

Generated by sandbox modeling and mechanics analysis, these data are helpful to understand why and how fault segmentation shows up during both long-term and short-term seismic deformation of orogenic wedge front.
DOI: 10.17632/sb93fkbbgd
title: Capturing Body Functional Imagery Dataset

description: Dataset Collection for Body-Functional Imagery (BFI) Studies
This dataset collection supports research validating criteria for identifying body-functional imagery (BFI) across two studies. The research hypothesizes that these guidelines can enhance understanding of BFI in media, promoting better body image and reducing sexual objectification in women. Both studies included participants aged 18+, fluent in English, and active on Instagram. Demographics are available in Datasets 1 and 2. Data was collected online surveys where participants were asked to categorize and evaluate images based on pre-defined criteria.
Dataset 1: Study 1 This dataset includes data from Study 1, which introduced and validated three primary BFI criteria. Participants categorized Instagram images into three groups: body ideal, body positive, and body functional. They rated perceived objectification using the Self-Objectification Questionnaire and a binary question. Results showed accurate categorization of images, with body functional images consistently rated as non-objectifying. With correct categorization of BFI and BFI perceived as not objectifying, this data indicated that the BFI criteria is valid, and accurately depicts BFI.
Included variables: Image placement by author (NID, Image Type), participant placement (PID, BI Image 1, BP Image 1, BF Image 1), Binary objectification (Binary Objectification, Objectifying), MSOQ attributes (Strength, Sex Appeal, Physical Fitness, Energy Levels, Physical Attractiveness, Firm/Sculpted Muscles, Physical Coordination, Measurements, Health, Weight), and combined MSOQ scores (SOQ functional, SOQ Appearance, SOQ Total).
Dataset 2: Study 2 This dataset corresponds to Study 2, which introduced three additional BFI criteria, validating all six. The study replicated Study 1’s results, confirming the robustness of the BFI criteria.
Included variables: Participant ID (PIDM), author categorization of images (NID), Degree of Fit (Image category), participant categorization (PID), and Binary Objectification Score (OB Score).
Dataset 3: Probabilities/Degree of Fit The third dataset contains probabilities calculated in Study 2 to determine each image's degree of fit with its respective category. Results showed a positive correlation between degree of fit and objectification of images in appearance based imagery. The opposite was true for BFI, where the degree of fit increased, perceived objectification decreased. This dataset to explore the precision and applicability of the BFI criteria, as well as to replicate the analysis or apply similar methodologies to other sets of social media imagery.
Included variables: Author categorization and degree of fit (CAT, Author Degree of Fit), probabilities of participant image placement (Prob of BI, Prob of BP, Prob of BF), probability of incorrect placement (opprb), and participant degree of fit (Part Degree of Fit).
DOI: 10.6084/m9.figshare.28098158.v2
title: Dataset: The rise and fall of technological development in virtual communities

description: Intermediate outputs used in the following preprint:Vélez, N., Wu, C. M., Gershman, S. J., & Schulz, E. (2024). The rise and fall of technological development in virtual communities. PsyArXiv.See README.md file for a detailed description of folder contents and instructions on how to use these intermediate outputs to replicate key figures and inferential statistics.
DOI: 10.17632/r4w6crfc7t
title: Advancements in In Situ Cultivation Technologies Based on Semipermeable Membranes

description: This article contains in-situ cultivation technologies based on semi-permeable membranes for the study of uncultured microorganisms, especially a summary of three technologies: the diffusion chamber method, IChip technology and Trap technology.
DOI: 10.17632/p6mm73scf7
title: Immediate Weight Bearing of Plated Both-Bone Forearm Fractures in the Poly-Trauma Patient is Safe

description: Both Bone fracture with immediate Weight Bearing (WB) complication rates at a level 1 hospital. A weight bearing score (WB) was created to stratify lower extremity injuries and their weight bearing limitations: WB as tolerated- 0; Partial WB- 1; Non-WB- 2. Each lower extremity was graded based on its weight bearing recommendation and a sum score of both lower extremities was recorded. Lower extremity limbs without injury were scored as weight bearing as tolerated. This score was designed to reflect the expected amount of stress the forearm fixation would experience due to the increased reliance on upper extremity weight bearing with mobilization. 213 patients were included in the study. The primary outcome was a composite of post-operative complications, which included deep surgical site infection, instrumentation failure, and a non-union.
DOI: 10.17632/fmzn5hdbmw
title: Aberrant RNA methylation triggers recruitment of an alkylation repair complex

description: Original files (microscopy and gel images) for the above named manuscript. Please see manuscript for details.
DOI: 10.17632/7rpxhfwn9r
title: Association of Ramadan Participation with Physical Activity and Psychological Parameters During the COVID-19 Pandemic in Iran

description: data for the manuscript entitled "Association of Ramadan Participation with Physical Activity and Psychological Parameters During the COVID-19 Pandemic in Iran."
DOI: 10.17632/j478x7p2r5
title: Dataset of a comparative assessment of soil carbon and nutrient dynamics under conventional and high-density apple orchards

description: This study was designed and executed with the hypothesis that conventional and high-density orchards exert differing degrees of influence on SOC distribution, its fractions, and soil nutrient availability due to variations in soil management systems. The data shows that the studied parameters differ significantly between the two orchards systems with conventional being more favorable in terms of soils sustainability. 
The dataset contains different parameters under two orchard systems (conventional and high-density) at three depths (0-30 cm, 30-60 cm and 60-90 cm) with three replication. 
A proper soil sampling and laboratory analysis was caried out to produce this dataset. This dataset can be interpreted after applying statistical procedures.
DOI: 10.6084/m9.figshare.6253922.v1
title: Mapping the yearly extent of surface coal mining in Central Appalachia using Landsat and Google Earth Engine — Study Area (GeoJSON)

description: These data accompany the 2018 manuscript published in <i>PLOS One</i> titled "Mapping the yearly extent of surface coal mining in Central Appalachia using Landsat and Google Earth Engine". In this manuscript, researchers used the Google Earth Engine platform and freely-accessible Landsat imagery to create a yearly dataset (1985 through 2015) of surface coal mining in the Appalachian region of the United States of America. <br> This specific dataset is a GeoJSON file of the study area.
DOI: 10.6084/m9.figshare.28028600.v1
title: LOS 20241210.xlsx

description: <b><i>Acinetobacter baumannii</i></b><b> lipooligosaccharide core region enhances CD14-dependent TLR4 endocytosis and boosts virulence through interferon-β production</b>
DOI: 10.17632/htzhskjy78
title: Macrophage immune memory controls endometriosis in mice and humans

description: This folder contains original data for the accepted manuscript CELL-REPORTS-D-20-00069R1 according to the journal guidelines.
DOI: 10.6084/m9.figshare.25393366.v1
title: Gene Catalog and Antimicrobial Resistance Data

description: Gene catalog and antimicrobial resistance data.
DOI: 10.17632/ftkg2h3547
title: Perspectives of Children, Parents and Teachers on School Readiness and School Transitions in Mainland China-Appendix A

description: A detailed summary of study characteristics and key findings is available online as Appendix A.
DOI: 10.17632/78ntmsrftn
title: The Influence Mechanism of Self-Transcendence on Green Consumption

description: Self-transcendence (ST) is recognized as a key predictor of green consumption. Thus, a multiple intermediary model was developed to clarify the psychological mechanisms underlying ST and its influence on consumption. The model was tested using data from a nationally representative sample of 428 Chinese participants. Hypotheses: Hypothesis 1: Self-transcendence has a positive effect on green consumption. Hypothesis 2: Self-transcendence indirectly increases green consumption through the mediating effect of construction of meaning in life. Hypothesis 3: Self-transcendence indirectly increases green consumption through the mediating effect of nature connectedness. Hypothesis 4: Self-transcendence indirectly increases green consumption through the mediating effect of social connectedness. Hypothesis 5: Construction of meaning in life and nature connectedness together play a chain-mediating role between self-transcendence and green consumption. Hypothesis 6: Construction of meaning in life and social connectedness together play a chain-mediating role between self-transcendence and green consumption. Social desirability was measured to assess and control for potential social desirability bias, and we estimated the hypothesized model while controlling for participants' age, gender, education level, parenthood status, and social desirability. The results show that ST’s overall positive effect on green consumption is realized via four indirect paths: (1) the simple mediating role of nature connectedness between ST and green consumption, (2) the simple mediating role of social connectedness between ST and green consumption; (3) the chain-mediating role of construction of meaning in life (CoMIL) and nature connectedness, and (4) the chain-mediating role of CoMIL and social connectedness. Among these paths, nature connectedness plays the most critical mediating role for the Chinese, accounting for the greatest proportion of the total indirect effect.
DOI: 10.17632/9zp7yjj6h8
title: dengue fever supplementary files 1-4

description: dengue fever supplementary files 1-4
DOI: 10.17632/f4g3f6w52j
title: LINF_010009700

description: Protein of unknown function – conserved | HYP2; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.gcnvdm
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Turritella yucatecana Dall, 1881"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001458-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/np4gp43drw
title: Standard reference norms for tactile localization acuity in upper limb among the asymptomatic middle school children: A Normative Research

description: Background: Tactile localization (TL) is one of the standard assessments to be performed under combined cortical sensory assessment. TL is the ability to locate the point of sensory contact, till date there is no normal reference available for estimating TL. Purpose: To calculate the normative reference of TL among primary and middle school going children aged between eight and 13 years. Methods: Three sixty-five healthy primary and middle school going children aged group between eight and 13 years were included in this study. Children with any neurological condition were excluded from the study. The sample was recruited by a stratified random sampling method from Haryana, Uttar Pradesh, and Uttarakhand. After the anthropometric measurements TL acuity established by PPTL technique. In this technique, the children were asked to relocate the point of contact made by the investigator over identified 15 areas and after that, the distance between the point of contact made by the principal investigator and the point of relocating made by the children is measured in centimeters. The mean of three readings was used to estimate TL acuity. Result: TL acuity range from 1 (0.5, 1.2) cm. in thumb to 1.5 (1, 2) cm. in medial forearm. TL acuity decreases with increasing age. There exist no significant (P&lt;0.05) difference in the normative reference value between male and female in every 15 areas. Conclusion: Reference value of tactile acuity between male and female among the identified 15 areas. Normative reference values of TL acuity have been established among school children between eight and 13 years. Keywords: Acuity; Children; Forearm; Perception; Touch location.
DOI: 10.6084/m9.figshare.3521789.v1
title: Appendix B. Raw data of Population Density - Patch Area (viewable and downloadable).

description: Raw data of Population Density - Patch Area (viewable and downloadable).
DOI: 10.17632/2j3v4rpmrp
title: Software for "Multi-wavelength Pyrometry Based on Robust Statistics and Cross-Validation of Emissivity Model"

description: This dataset contains the core algorithm presented in the following article: "Multi-wavelength Pyrometry Based on Robust Statistics and Cross-Validation of Emissivity Model" (submitted to RSI). Sample scripts that were used to generate the figures in the article are also stored in this dataset. The programming language is Python (version 3). Please note that we have released the entire git repository with integration into Zenodo to track releases. We will not update this dataset anymore. The repository is available here: https://github.com/pytaunay/multiwavelength-pyrometry The corresponding DOI is: https://doi.org/10.5281/zenodo.4021039 However, version 1 of this software is still available on this website.
DOI: 10.6084/m9.figshare.3521783.v1
title: Index Files

description: Index Files
DOI: 10.6084/m9.figshare.776885.v1
title: TB Protein information file

description: File with additional information about the proteins of the TB Drugome. This file is part of the TB-Drugome workflow execution: http://purl.org/net/tb-drugome-run. See more information here: http://www.wings-workflows.org/drugome/
DOI: 10.17632/rfpscvh4yn
title: SSU rRNA sequencing data for bacterial communities of the mucosa and the gut contents of rainbow trout on a high-carbohydrate and high-protein diet

description: The growing aquaculture industry requires more feed resources and the development of alternative feed formulations to replace costly fishmeal. Given the markedly large observed variability in the composition of the gut microbiota among fish populations, it is assumed that diet can significantly influence the bacterial communities of salmonids. This effect should be taken into account because intestine microbiota is known to be essential not only for the effective assimilation of food, but also for the functioning of the immune system of the fish. The data presented relate to the study of the possibility of changing the intestinal microbiome of carnivorous fish rainbow trout Oncorhynchus mykiss feed with an extremely high-carbohydrate diet in comparison with a high-protein diet based on fishmeal. Total DNA was isolated from these samples and used to produce v3-v4 SSU rRNA amplicons, which were then sequenced on Illumina MiSeq (2x300 bp) and assembled into 97% identity OTUs.The dataset provides information on the bacterial communities of the parietal microflora (autochthonous) of the rainbow trout intestine, as well as the composition of the chyme microbiota (allochthonous) depending on the fish diet. Table "OTUs" presents data on the composition of bacterial communities in the hindgut and foregut of farmed rainbow trout fed a high carbohydrate and high protein diet. OTUs that were present in only one of the samples or had no more than one read per sample were excluded as singletons. However, these OTUs were not removed from the taxonomy table. The "16s.otutab (1)" table is an unfiltered OTU table for readers wishing to reproduce the analysis with less stringent filtering criteria. The "Taxonomy" table contains a breakdown of the taxonomy of these unique OTUs. The resulting 16S rRNA gene sequencing data set provides insight into the distribution of bacteria between different parts of the intestine, as well as in the allochthonous and autochthonous microflora of trout.
DOI: 10.17632/mvfvpmnxgs
title: Tree xylem isotope analysis by mass and laser spectrometry

description: The use of xylem isotopes is an increasingly commonly used approach in eco-hydrological studies. Carrière et al. [2019] used this dataset to better understand where trees uptakes water under drought condition on a Mediterranean karstic system. Despite this technique is widely used, analytical issues still discussed within user community. We have conducted a number of tests which are relevant to be shared to animate the debate. We show that mass and laser spectrometer analyzes give very similar results for 46 xylem water and 9 drainage water samples. The full dataset (219 samples) shows that the xylem water undergo a deuterium fractionation which make the deuterium data unusable in the current state.
DOI: 10.17632/f2t8vm5d67
title: Supporting Information for [Configuration and timing of collision between Arabia and Eurasia in the Zagros collision zone, Fars, southern Iran]
DOI: 10.6084/m9.figshare.25771902.v2
title: The relationship between medical students' knowledge, attitudes and preventive behaviors toward respiratory viral infections and quality of life: a descriptive correlational study

description: The data of the article "The relationship between medical students' knowledge, attitudes and preventive behaviors toward respiratory viral infections and quality of life: a descriptive correlational study"
DOI: 10.17632/j5rc77dd32
title: A Condensates-to-VPS41-Associated Phagic Vacuoles (VAPVs) Conversion Pathway Controls Autophagy Degradation in Plants

description: Original Data for all the Figures and Supplemental Figures.
DOI: 10.6084/m9.figshare.2055675.v1
title: Stratigraphy and geological evolution of the Lipari volcanic complex (central Aeolian archipelago)

description: The full geochemical data set for Lipari in Excel.