cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28381259.v1
title: 所有数据.zip

description: Endophytic colonization of entomopathogenic fungi has garnered significant attention for its role in promoting plant growth. Specifically, I. cateniannulatahas shown a positive effect on the germination of F. tataricum (buckwheat) seeds, but the mechanisms underlying this promotion remain unclear. This study aimed to elucidate the process by which I. cateniannulatacolonize F. tataricumseeds, analyze the colonization effect of I. cateniannulata, and explorethe changes in antioxidant enzyme activity associated with this interaction. Additionally, the impactof seedlings grown after colonization on the population of T. urticaewas examined. The results demonstrated for the first time that I. cateniannulatacould successfully colonize germinating F. tataricumseeds during the seed imbibition and germination stages, either by forming dissolution zones with its spores or by germinating and forming mycelia. Complete colonization of all tissues of F. tataricumseeds was achieved within 16 h, with a preferential colonization rate observed as endosperm &gt; embryo &gt; seed coat. Furthermore, the colonization by I. cateniannulataenhanced peroxidase (POD) activity in the embryo and reduced malondialdehyde (MDA) content. Seedlings grown after colonization were also found to effectively reducethe number of eggs laid by T. urticae. These findings provide both theoretical insights and practical foundation for developing a symbiotic system between I. cateniannulataand F. tataricumseeds.
DOI: 10.6084/m9.figshare.3464216.v1
title: Demystifying animal “personality” (or not): why individual variation matters to experimental biologists

description: Data for: Roche DG, Careau V and Binning SA (2016) Demystifying animal “personality” (or not): why individual variation matters to experimental biologists. Journal of Experimental Biology doi:10.1242/jeb.146712<br>Detailed information about the archived files is included in the "readme.txt" file.<br>Abstract: Animal ‘personality’, defined as repeatable inter-individual differences in behaviour, is a concept in biology that faces intense controversy. Critics argue that the field is riddled with terminological and methodological inconsistencies and lacks a sound theoretical framework. Nevertheless, experimental biologists are increasingly studying individual differences in physiology and relating these to differences in behaviour, which can lead to fascinating insights. We encourage this trend and highlight some of the benefits of estimating variation in (and covariation among) phenotypic traits at the inter- and intra- individual levels. We focus on behaviour while drawing parallels with physiological and performance-related traits. First, we outline some of the confusion surrounding the terminology used to describe repeatable inter-individual differences in behaviour. Second, we argue that acknowledging individual behavioural differences can help researchers avoid sampling and experimental bias, increase explanatory power, and, ultimately, understand how selection acts on physiological traits. Third, we summarize the latest methods to collect, analyse and present data on individual trait variation. We note that, while measuring the repeatability of phenotypic traits is informative in its own right, it is only the first step towards understanding how natural selection and genetic architecture shape intra-specific variation in complex, labile traits. Thus, understanding how and why behavioural traits evolve requires linking repeatable inter-individual behavioural differences with core aspects of physiology (e.g. neurophysiology, endocrinology, energy metabolism) and evolutionary biology (e.g. selection gradients, heritability).
DOI: 10.17632/s9x7z3v6df
title: Screening optimal DC-targeting peptide to enhance the immune efficacy of recombinant Lactobacillus expressing RHDV VP60

description: FIGURE 2: Typical Morphology and Molecular Phenotype of raMoDCs (A) Morphology of raMoDCs. (B) Immunostaining of raMoDCs. (C) Flow cytometry analysis showing the expression of surface markers on raMoDCs . (D) Flow cytometry assessment of the phagocytic ability of raMoDCs toward FITC-labeled glucans. The data reflect % abundance for positive populations. FIGURE 3: Analysis of Phage Binding Ability to raMoDCs by ELISA. (A) Sequences of 12-mer peptides. (B) Cell-ELISA assessing the binding selectivity to raMoDCs of eight phage clones from the last round of biopanning. M13 wild-type phage without any displayed peptide served as a negative control. Data are presented as the mean ± SD of three independent experiments. Significant differences are denoted by different letters (a vs. b, a vs. c, b vs. c) at the same time point (p &lt; 0.01).FIGURE 4: Binding Ability of DC-Targeting Peptides to raMoDCs. (A) Fluorescence microscopy images showing the binding of FITC-labeled HS, KC1, MY, and negative control (NC) peptides to raMoDCs. (B) Flow cytometry analysis of the binding ability of the peptides to raMoDCs. Red indicates rabbit DCs expressing CD86, green represents FITC-labeled peptides, and blue represents nuclei stained with DAPI. Changes in brightness, contrast, or color balance were applied uniformly to all pixels in the microscopy image.FIGURE 5: Characterization of Expressed Proteins in L. reuteri. (B) Verification of expressed VP60 protein in L. reuteri through western blotting. (C) Visualization of expressed proteins in Lactobacillus via fluorescence microscopy. FIGURE 6: The ability of raMoDCs to recognize and capture recombinant Lactobacillus was evaluated using scanning electron microscopy and the analysis of toll-like receptor and cytokine mRNA levels in raMoDCs in response to recombinant Lactobacillus and LPS stimulation. (A) Scanning electron microscopy images showing the morphology of raMoDCs capturing recombinant Lactobacillus at 30, 60, 120 min. (B) RaMoDCs were stimulated by recombinant Lactobacillus and LPS for 12 h. Unstimulated raMoDCs were used as a control. Different letters (a vs. b, a vs. c, b vs. c) indicate significant differences (P &lt; 0.01) at the same time point.FIGURE 7: Detection of anti-RHDV-specific IgG/sIgA antibody levels and rabbit survival after challenge. (A) Specific anti-RHDV IgG and sIgA antibody levels in rabbits orally immunized with PBS and recombinant Lactobacillus. Measurement of a specific anti-RHDV IgG antibody in the antisera from immunized rabbits by ELISA using RHDV as the coating antigen. Measurement of specific anti-RHDV SIgA antibody levels in the feces and nasal cavity by ELISA using RHDV as the coating antigen. (B) Rabbit survival after challenge. (C) RHDV load in the liver, spleen, lungs, and kidneys of infected dead rabbits. Different letters (a vs. b, a vs. c, b vs. c) indicate significant differences (p &lt; 0.01) at the same time point.
DOI: 10.17632/7rgmw7z55n
title: THE COMPRESSIVE STRENGTH OF CONCRETE MADE USING CEMENT PRODUCED IN TANZANIA

description: This paper presents the compressive strength of concrete made using cement produced in Tanzania. The data presented in this paper is based on extensive laboratory testing of the concrete cube compressive strength made at different water-cement ratio using cement from four factories manufacturing cement in Tanzania. The relationship between the water-cement ratio and cube compressive strength are presented. The developed tables can serve as a starting point for carrying out concrete mix design using cement produced in Tanzania and can be used by prospective bidders to estimate the amount of cement required to produce a certain grade of concrete during bidding.
DOI: 10.6084/m9.figshare.27642957.v1
title: Using virtual patients to enhance empathy in medical students: a scoping review protocol

description: Using virtual patients to enhance empathy in medical students: a scoping review protocol.
DOI: 10.6084/m9.figshare.9747275.v1
title: targets of 3,4-diCQA obtained from PharmMapper.csv

description: targets of 3,4-diCQA obtained from PharmMapper
DOI: 10.17632/6yrnz46pdh
title: Citarum River Watershed Pollution and Damage Control

description: Presidential Regulation (PERPRES) No. 15/2018 on the Acceleration of Citarum River Watershed Pollution and Damage Control
DOI: 10.17632/mjcdpy5z2d
title: Codes for replicating “The evolution of consumption inequality and risk-insurance in Chile”

description: This file includes all the codes necessary to replicate the analysis in the article “The evolution of consumption inequality and risk-insurance in Chile”, Emerging Markets Review, 2022, forthcoming. It shows the evolution of consumption inequality (total, within and between inequality), use of financial instruments and insurance, plus risk-sharing regression models for a pseudo panel created by cohorts of Chilean households from the Family Expenditures Survey (EPF) waves of 1987, 1997, 2007, 2012 and 2017.
DOI: 10.6084/m9.figshare.11350589.v1
title: MODELING AND SIMULATION OF A VACUUM MEMBRANE DISTILLATION PLANT COUPLED WITH SOLAR ENERGY AND USING HELICAL HOLLOW FIBERS

description: Abstract This paper investigates the effect of operating conditions such as coil pitch, fiber diameter, distance between fiber and absorber internal wall and absorber diameter for a vacuum membrane installation coupled with solar energy and using helically coiled fiber to maximize the permeate flow rate. The model is based on a system of equations composed of two-dimensional Navier-Stokes equations. Matlab and FemLab were used to solve this system of equations. The results showed that the best values of fiber geometric configuration are 3.22 cm for the coil pitch, 6 mm for the fiber diameter, 4.3 mm for the distance between the fiber and the absorber internal wall and 14 cm for the absorber diameter. For this configuration, the permeate flow rate is 18.6 10-5 kg/s. In conclusion, these results are important in the membrane module design for practical membrane distillation applications.
DOI: 10.6084/m9.figshare.8156543.v1
title: PD_data_repository.xls

description: Data of syntactic processing and social emotions (envy and schadenfreude) in patients with Parkinson's disease and controls.
DOI: 10.17632/pcfvh7r6nd
title: KanuriSenti Dataset

description: We first leveraged the PanLex lexical database and a Manga Kanuri Dictionary to compile an initial Kanuri wordlist as a foundation for our dataset. We then partnered with native Kanuri speakers from Yobe State University, the University of Maiduguri, and surrounding communities to validate and expand these entries, gather short texts, and ultimately build a comprehensive annotated corpus. Thereafter some frequently occuring emotional words were derived and emotional rating was carried out for the valence, arrousal and domimance of those words as e-anew data.
DOI: 10.6084/m9.figshare.23254700.v1
title: Marker genes

description: Clade-specific marker genes for niche-overlapping species
DOI: 10.17632/rwmyn3kjxp
title: The USP11/TCEAL1 complex promotes transcription elongation to sustain oncogenic gene expression in neuroblastoma

description: Data show:
- Immunoblots showing protein levels after knockdown or co-immunoprecipitations
- qPCR of ChIP
DOI: 10.6084/m9.figshare.17040608.v3
title: Raw data: DE50-MD Serum inflammatory cytokines - Riddell Hildyard Harron Hornby Wells Piercy

description: Folder contains raw data for Serum inflammatory cytokines as disease biomarkers in the DE50-MD dog model of Duchenne muscular dystrophy <br> • Luminex raw data <br> • Correlation between serum CCL2 and other biomarkers of DE50-MD Serum CCL2 vs plasma CK activity Serum CCL2 vs vastus lateralis muscle acid phosphatase red fraction<br> • CCL2 CCR2 mRNA raw data - Legend: orange cells represent values excluded from analysis <br> • PCA raw data <br> • Pre-8 months vs 18 months euthanasia raw data <br>
DOI: 10.17632/rnfchyn6jy
title: QRAP: A numerical code for projected (Q)uasiparticle (RA)ndom (P)hase approximation

description: Abstract A computer code for quasiparticle random phase approximation - QRPA and projected quasiparticle random phase approximation - PQRPA models of nuclear structure is explained in details. The residual interaction is approximated by a simple δ-force. An important application of the code consists in evaluating nuclear matrix elements involved in neutrino-nucleus reactions. As an example, cross sections for ^(56)Fe and ^(12)C are calculated and the code output is explained. The application to ot... Title of program: QRAP (Quasiparticle RAndom Phase approximation) Catalogue Id: AEFZ_v1_0 Nature of problem The program calculates neutrino- and antineutrino-nucleus cross sections as a function of the incident neutrino energy, and muon capture rates, using the QRPA or PQRPA as nuclear structure models. Versions of this program held in the CPC repository in Mendeley Data AEFZ_v1_0; QRAP (Quasiparticle RAndom Phase approximation); 10.1016/j.cpc.2010.02.003 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.6084/m9.figshare.7926941.v1
title: gVCF_HG03775

description: 1000 Genomes gVCF mapped to hs37d5 for HG03775. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.17632/39gm24th5b
title: Data for: Minimizing the energy requirements for the production of maple syrup

description: In the spreadsheet is experimental RO data which was used to develop a batch RO model for the concentration of maple sap into maple syrup. The spreadsheet then uses this model to simulate the economic concentration for RO indicating at what stage evaporation should be used to get to the final sucrose concentration required. The costing parameters are based off New Zealand data which will differ for other regions in the world.
DOI: 10.6084/m9.figshare.28813196.v1
title: Synoptic patterns R.csv

description: A complete list of the groundwater recharge events at Willi Willi caves Macleay, NSW and their associated synoptic climatology.
DOI: 10.6084/m9.figshare.5241931.v1
title: Erratum: Averting the Legacy of Kidney Disease - Focus on Childhood

description: World Kidney Day 2016 focuses on kidney disease in childhood and the antecedents of adult kidney disease that can begin in earliest childhood. Chronic kidney disease (CKD) in childhood differs from that in adults, as the largest diagnostic group among children includes congenital anomalies and inherited disorders, with glomerulopathies and kidney disease in the setting of diabetes being relatively uncommon. In addition, many children with acute kidney injury will ultimately develop sequelae that may lead to hypertension and CKD in later childhood or in adult life. Children born early or who are small-for date newborns have relatively increased risk for the development of CKD later in life. Persons with a high-risk birth and early childhood history should be watched closely in order to help detect early signs of kidney disease in time to provide effective prevention or treatment. Successful therapy is feasible for advanced CKD in childhood; there is evidence that children fare better than adults, if they receive kidney replacement therapy including dialysis and transplantation, while only a minority of children may require this ultimate intervention. Because there are disparities in access to care, effort is needed so that those children with kidney disease, wherever they live, may be treated effectively, irrespective of their geographic or economic circumstances. Our hope is that World Kidney Day will inform the general public, policy makers and caregivers about the needs and possibilities surrounding kidney disease in childhood.
DOI: 10.6084/m9.figshare.28540859.v2
title: Smart WBAN Authentication Dataset for Secure Communication in Healthcare Applications

description: This dataset was collected as part of an experimental study on <b>secure authentication and performance evaluation in Wireless Body Area Networks (WBANs)</b>. The research aimed to develop and analyze an efficient <b>PUF-based authentication protocol</b> for WBAN communication in healthcare applications.The experiments focused on:<b>Authentication Performance:</b> Evaluating authentication success rates, response times, and energy consumption.<b>Computational Overhead:</b> Measuring hash operations, PUF evaluations, and encryption costs for different authentication schemes.<b>Communication Overhead:</b> Analyzing message transmission time and size between WBAN nodes, fog nodes, and cloud servers.<b>Security Analysis:</b> Testing the system’s resistance to various attacks such as <b>Replay, Impersonation, and MITM attacks</b> and measuring detection time and false positive rates.
DOI: 10.21233/c8dp-rs23
title: Hexigten Banner ostracode surface sample dataset

description: Raw data for the Hexigten Banner ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.24088587.v1
title: Data Study 1 and 2, Pre-Tests 1, 2, and 3.

description: You will find the raw data sets for both main Study 1 and main Study 2. Main Study 1 also entailed Inter- and intra-coder agreement calculations based on a subsample. You will find the three related data sets. We also undertook three Pre-Tests concerning Study 2. One was concerned with identifying two out of six news articles that were perceived most and least existentially threatening. The other two pre-studies tested clothing style presentations with regards to how physically protective and gender prototypical they are perceived.
DOI: 10.17632/xrr862ssjd
title: Global_Innovation_Index_Clustered_Panel_Data__With_PCA_2013_2022

description: The Global Innovation Index (GII), published annually by the World Intellectual Property Organization (WIPO), ranks the innovation performance of approximately 130 economies. This dataset refines the GII by including 118 economies with complete data across all years (2013–2022) and seven core pillars: Institutions, Human Capital and Research, Infrastructure, Market Sophistication, Business Sophistication, Knowledge and Technology Outputs, and Creative Outputs. GII scores and Innovation Input and Output Sub-Indices are also included for reference but excluded from clustering and PCA to maintain focus on the granularity of the seven pillars.

The K-means algorithm was used to cluster data, and five clusters were identified using the Elbow Method. This configuration was applied consistently across clustering approaches: input pillars, output pillars, all pillars combined, and PCA-enhanced clustering for each configuration. PCA was used to improve cluster separability and reduce dimensionality, resulting in additional cluster labels. The dataset enables detailed comparative analyses of innovation profiles, benchmarking, and temporal trend studies across economies.

Data Structure:

 • Identifiers: Economy Name and ISO Code.
 • Seven Core Pillars: Institutions, Human Capital and Research, Infrastructure, Market Sophistication, Business Sophistication, Knowledge and Technology Outputs, and Creative Outputs (2013–2022).
 • Indices: GII Scores and Innovation Input/Output Sub-Indices for all years.
 • Cluster Labels: Direct clusters for input, output, and all pillars; PCA-enhanced clusters for input, output, and all pillars.

This dataset is valuable for benchmarking innovation performance, supporting evidence-based policy-making, and studying innovation trends globally.
DOI: 10.26188/12652085.v1
title: Description of the parental genotypes of the Mwanga Diversity Panel (MDP)

description: Description of the parental genotypes of the Mwanga Diversity Panel (MDP)
DOI: 10.6084/m9.figshare.5473156.v1
title: Aphid_count_data

description: This is the same aphid abundance data set available from KBS LTER database
DOI: 10.17632/hrmkbc2w2d
title: Data for: Staged sediment supply from the Himalayas to the Bengal Fan in response to climate change over the past 50,000 years

description: grain size, clay minerals and Sr and Nd isotopes of the two study cores
DOI: 10.17632/wv7hvgg8c7
title: Data for: Polymer lattice-reinforcement for enhancing ductility of concrete
DOI: 10.6084/m9.figshare.22229677.v1
title: Additivity predicts the efficacy of most approved combination therapies for advanced cancer

description: This contains data related to the publication "Additivity predicts the efficacy of most approved combination therapies for advanced cancer".Input sheets:placebo_input_sheet.txtapproved_combination_trial_sheet.txtall_phase_combination_trial_sheet.txtSource data:Digitized Kaplan-Meier PFS curvesImputed individual patient dataClinical trial informationExperimental data (cell lines and PDX)Analyzed dataPairwise correlation in drug response from CTRPv2HSA/Additivity predictions (PFS_prediction.zip)Source data are contained within all_phase3_trials.zip, approved_trials.zip, placebo.zip, and experimental.zip. More information about the clinical trial sources can be found in the supplementary information and supplementary tables accompanying the publication. Please note that First Scan Time marked as 9999 in input sheets indicates trials that did not disclose the scan interval. <br><br><br>
DOI: 10.6084/m9.figshare.24849693.v1
title: Jinzhong (JZ) coal base

description: The annual maximum NDVI dataset of Jinzhong (JZ) coal base in China (2013-2022).
DOI: 10.17632/3vc56ddjhw
title: CottonFabricImageBD

description: 1. Content: Colored cotton fabric (Dimension: 900p x 1200p )
2. Format of Files: JPG
3. Number of Class: 13 (30%, 40%, 50%, 53%, 58%, 60%, 63%, 65%, 66%, 80%, 95%, 98%, and 99%) based on the percentages of the cotton in a fabric.
4. Original Image: 1300 (100 images in each class)
5. Augmented Image: 27300 (2100 images in each class)
6. How data are acquired: The dataset of the percentage of cotton was collected from sources like fabric stores, and clothing manufacturers
7. Where applicable: To automate the percentage of cotton in a fabric measurement especially during fabric recycling
8. Folder Structure: Provided in the readme file.
DOI: 10.6084/m9.figshare.5504944.v1
title: data directory tarball for tcm_lib_search package

description: Data directory for building the tcm_lib_search package. These data directory contains the SQLite database file with extracted formulas, variable transformation and logistic regression model for predicting herbal tokens. <br>After obtaining the source of tcm_lib_search package from https://github.com/wang-shuyu/tcm_lib_search/, download the tcm_lib_search-data-v1.0.tar.gz, and decompress them into the data directory. <br>cd tcm_lib_searchtar xfvz tcm_lib_search-data-v1.0.tar.gz
DOI: 10.17632/k4nb4z3ff5
title: MD Trajectory of the NH2-POA polymer in CH2Cl2
DOI: 10.17632/kpmftkdsvd
title: Dataset of social, personal, and work resources associated with work engagement among knowledge workers in Malaysia during the COVID-19 pandemic

description: This data was obtained from a cross-sectional survey of 259 knowledge workers in Malaysia during the COVID-19 pandemic. A regression analysis was conducted to assess the link between resilience, supervisor support, family and friend support, psychological empowerment, and facilitating conditions with work engagement using the Statistical Package of Social Sciences (SPSS) 26. Specifically, this article provides data about the participants’ demographic characteristics and the descriptive data of participants’ responses. Further, the mean, standard deviation, reliability of the measured constructs and the model summary of regression analysis is provided.  The findings indicated a significant influence of psychological empowerment, resilience, and facilitating conditions on employee engagement. This dataset offers suggestions to the top management in deducing ways to increase employees' work engagement during the COVID-19 pandemic.
DOI: 10.17632/tdv8ns7hcp
title: DataSet 1: Prdm9 and meiotic cohesin proteins cooperatively promote DNA double-strand break formation in mammalian spermatocytes. Bhattacharyya et al.