cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/92d7yc7sv3
title: Aggressive males are more attractive to females and more likely to win contests in jumping spiders

description: Consistent interindividual differences in behaviour (i.e. personality) and intraindividual variability in behaviour (higher intraindividual variability means lower behavioural predictability) are common across animal taxa. However, how the personality and behavioural predictability of males and females influence female mate choice and male–male competition remains poorly understood. Here, we investigated this in the jade jumping spider, Siler semiglaucus. After assessing the level of aggression (an individual’s average aggression) and aggression predictability (the variability around average aggression within an individual) of both S. semiglaucus males and females, we performed female mate choice trials to test whether aggression and aggression predictability in females, males or both would affect female mate choice. We also conducted male contest trials to test whether male aggression or aggression predictability would influence the outcomes of male contests. We found that both females and males showed consistent interindividual differences in aggression, and aggressive spiders were more predictable than less aggressive ones. Despite a positive correlation between aggression and predictability, male aggression predicted female mate choice better than aggression predictability. Females showed a directional preference for aggressive males over docile males regardless of female aggression or aggression predictability. Predictable aggressive males were also more likely to win contests. Our results suggest that both female mate choice and male–male competition favour males with high aggression, and thus total sexual selection that acts on male aggression may be reinforcing. These findings also highlight that male S. semiglaucus with a higher level of aggression may have better reproductive performance.
DOI: 10.17632/429vzbgmbx
title: Concrete & Pavement Crack Dataset

description: Title: Crack Detection in Concrete and Pavement using Convolutional Neural Networks

Summary: This dataset contains 30,000 images of concrete and pavement surfaces, classified into two categories: crack and non-crack. The images were obtained from the Nigerian Army University Biu in Borno state, Nigeria, and collected by Omoebamije Oluwaseun, a civil engineering student, for his final year project. The images were collected using a DJI Mavic 2 Enterprise drone (for the high-ups) and a smartphone (for the ones beneath the average window height). The dataset was saved in RGB, JPEG format and downsized to 227 x 227 pixels.

Content: The dataset consists of two folders: "positive" and "negative", containing images of cracked and non-cracked concrete surfaces, respectively. Each image in the dataset is in JPEG format, with a resolution of 227 x 227 pixels in RGB format.

Usefulness: This dataset can be used for training and testing convolutional neural networks (CNNs) for crack detection in concrete. The dataset has been used by the author to achieve over 98% accuracy on his model, and it can be used for research purposes only. The author must be properly referenced if the dataset is used for any purpose.

Details:

Source: Nigerian Army University Biu, Borno state, Nigeria
Collector: Omoebamije Oluwaseun
Format: RGB, JPEG
Resolution: 227 x 227 pixels
Classes: crack, non-crack
Total images: 30,000
DOI: 10.17632/5mtm5zghxd
title: Data for: The MacLellan deposit and related Au-Ag occurrences, Lynn Lake greenstone belt, Manitoba: a ‘world class’, Paleoproterozoic, structurally-controlled gold camp?

description: Digital Appendices
DOI: 10.17632/wdnyz9jy8k
title: Database of Finite Element Method Predictions for Web-Post Buckling Resistance of Steel Beams with Elliptically-Based Web Openings

description: The published database and accompanying .py scripts are derived from the following references:
• Ferreira, F. P. V., Shamass, R., Santos, L. F. P., Limbachiya, V., & Tsavdaridis, K. D. (2022). EC3 design of web-post buckling resistance for perforated steel beams with elliptically-based web openings. Thin-Walled Structures, 175, 109196. https://doi.org/10.1016/j.tws.2022.109196
• Ferreira, F. P. V., Shamass, R., Santos, L. F. P., Tsavdaridis, K. D., & Limbachiya, V. (2023). Web-post buckling resistance calculation of perforated high-strength steel beams with elliptically-based web openings for EC3. Structures, 55, 245–262. https://doi.org/10.1016/j.istruc.2023.05.139
Thus, the complete methodology developed, including the numerical validation study and the parameters analysed, can be found in the references mentioned above.

Acknowledgements
The authors would like to express their gratitude to Dr. Luis Fernando Pinho Santos for his valuable contribution to this research.
DOI: 10.17632/7rn62y2cps
title: Agronomic and Environmental Assessment of Cover Crops Project Data

description: This data set includes agronomic data (soil properties, cover crop biomass, and cash crop yields) collected from an experimental setup designed to investigate the effects of cover crop and tillage practices on soil properties and crop production in Illinois. The data collection begun in the spring of 2012 and spanned until the spring of 2017 at six sites across Illinois. This project was funded by IL Nutrient Research and Education Council (IL-NREC), Award No. 2013-03556- 01 “Agronomic and Environmental Assessment of Cover Crops in Illinois.”
DOI: 10.17632/t7wvtrk28y
title: Preliminary retrievals of deformation rates based on 2017-2023 Sentinel-1 data computed with the MSBAS system.

description: Supplementary information for the manuscript Deformation rates for North America and Eurasia from Sentinel-1 DInSAR: processing methodology with examples

Preliminary retrievals of deformation rates during 2017-2023 computed from Sentinel-1 data with the MSBAS system

Part I: Canada (Ascending)
Part II: Canada (Descending)
Part III: China (Ascending)
Part IV: China (Descending)
Part V: Russia (Ascending)
Part VI: Russia (Descending)
Part VII: Central Asia and the Caucasus
Part VIII: Glaciers (from speckle offsets), Canada
Part IX: Glaciers (from speckle offsets), Russia

For additional information contact Sergey Samsonov at sergey.samsonov@nrcan-rncan.gc.ca.
DOI: 10.6084/m9.figshare.7285106.v1
title: Supplementary Material for: Proteome and Transcriptome Reveal Involvement of Heat Shock Proteins and Indoleacetic Acid Metabolism Process in <b><i>Lentinula Edodes</i></b> Thermotolerance

description: <b><i>Background/Aims:</i></b> Heat stress could cause huge losses for <i>Lentinula edodes</i> in China and other Asian cultivation areas. Yet our understanding of mechanism how to defend to heat stress is incomplete. <b><i>Methods:</i></b> Using heat-tolerant and heat-sensitive strains of <i>L. edodes</i>, we reported a combined proteome and transcriptome analysis of <i>L. edodes</i> response to 40 °C heat stress for 24 h. Meanwhile, the effect of <i>LeDnaJ</i> on the thermotolerance and IAA (indoleacetic acid) biosynthesis in <i>L. edodes</i> was analyzed via the over-expression method. <b><i>Results:</i></b> The proteome results revealed that HSPs (heat shock proteins) such as Hsp40 (DnaJ), Hsp70, Hsp90 and key enzymes involved in tryptophan and IAA metabolism process LeTrpE, LeTrpD, LeTam-1, LeYUCCA were more highly expressed in S606 than in YS3357, demonstrating that HSPs and tryptophan as well as IAA metabolism pathway should play an important role in thermotolerance. Over-expression of <i>LeDnaJ</i> gene in S606 strains showed better tolerance to heat stress. It was also documented that intracellular IAA accumulation of S606 (8-fold up) was more than YS3357 (2-fold up), and exogenous IAA enhanced <i>L. edodes</i> tolerance to heat stress. <b><i>Conclusion:</i></b> Our data support the interest of LeTrpE, LeDnaJ, tryptophan and IAA could play a pivotal role in enhancing organism thermotolerance.
DOI: 10.17632/kzj2c23frp
title: The 2010 Ethnic Minority British Election Study

description: The 2010 Ethnic Minority British Election Study. Face to face survey conducted in 2010 including samples of Britain's largest ethnic minority groups; Indian, Pakistani, Bangladeshi, African and Caribbean (combined n=2,787)
DOI: 10.17632/m5jd5ftx62
title: Lung Cancer Detection Dogs: Acquisition Data

description: These data were obtained from four dogs in training to identify lung-cancer-positive individuals with breath samples. Data from three dogs, Tui, Katie, and Onyx, were obtained when they had proceeded beyond the initial training stages and were working under intermittent reinforcement conditions (see manuscript for explanation). Data from one dog, Rocky, were obtained starting at the beginning of the dog's training.
DOI: 10.17632/ndrpctc4dh
title:  Análisis vivencial de la interacción educativa para la determinación de condiciones espaciales de aula en Uruguay 

description: La arquitectura educacional es un soporte crucial para lograr educación de calidad. Sin embargo, su diseño actual presenta una uniformidad formal basada en condiciones constructivas de hace un siglo con escasas referencias a cambios sociales y particularidades funcionales. Esto es notorio en el espacio de aula donde forma y dimensión son parámetros incuestionables por parte de los responsables de su diseño como por aquellos que lo usan. Este artículo presenta una metodología de análisis vivencial aplicada al aula escolar para diagnosticar la relación alumno - maestro que permita determinar características arquitectónicas que contribuyan a una mejor interacción. En aulas uruguayas se analizan: información fotográfica obtenida in situ, registros video-fotográficos, y entrevistas con maestras. Las conclusiones señalan que este corpus metodológico permite cuantificar variaciones perceptivas según relaciones de proporción y distribución espacial. Se enfatiza también la necesidad de integrar registros perceptivos al diseño arquitectónico para asegurar la calidad de las relaciones.
DOI: 10.6084/m9.figshare.25999726.v1
title: Supplementary Table 3

description: <b>Supplementary Table 3 – Differentially expressed genes grouped by tuft subcluster.</b> Genes with log<sub>2</sub>-fold-change less than the absolute value of 0.25 or Wilcoxon rank-sum-determined two-sided <i>p</i>-value &gt; 0.05 were removed.
DOI: 10.6084/m9.figshare.3515168.v1
title: Appendix C. Histogram of δ13C values of all ECB analyzed.

description: Histogram of δ13C values of all ECB analyzed.
DOI: 10.6084/m9.figshare.11973693.v7
title: Solar wind in situ data for creating catalogs and statistics of interplanetary coronal mass ejections (MESSENGER, VEX, Wind, Ulysses, STEREO-A/B, MAVEN, Parker Solar Probe) 2007-2019

description: These are solar wind in situ data arrays in python pickle format suitable for creating catalogs, plots and movies of interplanetary coronal mass ejections.<br><br>See AAREADME_insitu.txt for more explanation.<br>If you use these data for peer reviewed scientific publications, please get in touch concerning usage and possible co-authorship by the authors (C. Möstl, A. J. Weiss, R. L. Bailey, A. Isavnin, R. M. Winslow, C. L. Simon Wedlund, D. Stansby).<br>Made with https://github.com/cmoestl/heliocats
DOI: 10.17632/ncw2vbcgnk
title: Stacked Ensemble Model for Accurate Crop Yield Prediction Using Machine Learning Techniques

description: We used historical data for crop yield in 27 Indian states and 3 Union Territories of India, covering the years 1997 to 2020. The dataset consists of 19,689 data points, each with ten features including Crop, Season, Crop_Year, State, Annual_Rainfall, Area, Production, Pesticide, Fertilizer, and Yield. The dataset encompasses 55 different types of crops cultivated across India. The crop yield dataset was used to prediction of crop yield using regression with stacking ensemble model. The dataset is split into training 80% and testing 20%.
DOI: 10.17632/sc3t4jvv78
title: SM_EmEx

description: A Wolfram Mathematica Notebook to reconstruct data of a publication by H. Ori, E. Marder, and S. Marom: Cellular function given parametric variation in the Hodgkin and Huxley model of excitability. Proceedings of the National Academy of Sciences, 201808552, 2018.
DOI: 10.6084/m9.figshare.6972746.v3
title: Pi database for drug target prioritisations in 30 immune traits

description: The Pi relational database (in MySQL format) contains genetics-led drug target prioritizations for 30 immune traits, used to power a web interface http://pi.well.ox.ac.uk. For each prioritized gene, it provides priority rating, data used for predictor preparation, current therapeutic drugs with phase of development, and different measurements on druggability. Schema documentation and diagram are also provided giving instructions on how to install and use the database.<br>
DOI: 10.17632/2vwg2k82x9
title: Axially deformed solution of the Skyrme–Hartree–Fock–Bogolyubov equations using the transformed harmonic oscillator basis. The program HFBTHO (v1.66p)

description: Abstract We describe the program HFBTHO for axially deformed configurational Hartree–Fock–Bogolyubov calculations with Skyrme-forces and zero-range pairing interaction using Harmonic-Oscillator and/or Transformed Harmonic-Oscillator states. The particle-number symmetry is approximately restored using the Lipkin–Nogami prescription, followed by an exact particle number projection after the variation. The program can be used in a variety of applications, including systematic studies of wide ranges of nu... Title of program: HFBTHO (v1.66p) Catalogue Id: ADUI_v1_0 Nature of problem Solution of self-consistent mean-field equations for weakly bound paired nuclei requires a correct description of asymptotic properties of nuclear quasiparticle wave functions. In the present implementation, this is achieved by using the single-particle wave functions of the Transformed Harmonic Oscillator, which allows for an accurate description of deformation effects and pairing correlations in nuclei arbitrarily close to the particle drip lines. Versions of this program held in the CPC repository in Mendeley Data ADUI_v1_0; HFBTHO (v1.66p); 10.1016/j.cpc.2005.01.001 ADUI_v2_0; HFBTHO v2.00d; 10.1016/j.cpc.2013.01.013 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/ccw5mvg69r
title: OPG Dataset for Kennedy Classification of Partially Edentulous Arches

description: This dataset contains orthopantomography (OPG) dental x-ray images along with annotations for three dental issues namely, broken root, periodontally compromised tooth, and Kennedy classification of partially edentulous arches. 
This prepared data has been utilized in the code file, also provided here, to train several models using different object detection architectures, hyperparameters, and training techniques. See the 'READ ME.txt' for further details.
DOI: 10.17632/mw73mzm8mm
title: Supplementary Material

description: Supplementary Table 1: PRISMA Check-List (Moher et al., 2009; Page et al.,2021)
Supplementary Table 2: Appraisal tool for Cross-Sectional Studies (AXIS; Downes et al., 2016)
Supplementary Table 3: PRISMA Abstract Check-List (Page et al.,2021)

Supplementary references
Downes, M. J., Brennan, M. L., Williams, H. C., & Dean, R. S. (2016). Development of a critical appraisal tool to assess the quality of cross-sectional studies (AXIS). BMJ Open, 6(12), e011458. https://doi.org/10.1136/bmjopen-2016-011458
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & PRISMA Group. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLoS Medicine, 6(7), e1000097. https://doi.org/10.1371/journal.pmed.1000097
 Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., ... & Moher, D. (2021). The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. Bmj, 372 :n71. doi:10.1136/bmj.n71
DOI: 10.17632/fkvh7zp42t
title: Supplementary Materials_JAAD-D-24-02448

description: No Difference in Risk of Major Adverse Cardiovascular Events and Venous Thromboembolic Events Between Patients With Psoriasis or Psoriatic Arthritis on Tumor Necrosis Factor Inhibitors, Interleukin-17 Inhibitors, Interleukin-12/23 Inhibitors and Interleukin-23 Inhibitors: An Emulated Target Trial Analysis
DOI: 10.17632/g8zfhbvkvp
title: National Power Index

description: In this study, data were collected on 7 main components (demographic, geographic, economic, military, political, psycho-social, and technological power) and 84 sub-components to evaluate national power indicators. The data were obtained from official databases of international organizations such as the World Bank, the United Nations, the International Monetary Fund (IMF), and similar sources. The collected data were first standardized through processes such as handling missing values and normalization. Subsequently, Principal Component Analysis (PCA) was performed using the Python programming language. PCA was used to reduce the dimensionality of the large-scale dataset, identify principal components, and measure the contribution of each component to the national power index. As a result of the analysis, variance ratios and component loadings were calculated, determining the factors that best represent national power. The dataset enables researchers to conduct comparative analyses of national power components and carry out similar studies. The processes of data collection, processing, and analysis are explained in detail in the article. This dataset can serve as a foundational resource for calculating national power indices and conducting cross-country comparisons.
DOI: 10.17632/zff2yzfmx9
title: Miscanthus x giganteus yield in a REpeated PLAnting Year (REPLAY) experiment across three sites in Iowa, USA.

description: Research objectives were to study nitrogen (N) fertilization and age effect on Miscanthus x giganteus (mxg) yield and their interaction. In addition, we studied how establishment conditions affected mxg yield response to N fertilization. This is the first repeated planting year experiment conducted on perennial bioenergy grasses. Data showed that mxg yield response to N fertilization was highly variable. Establishment effects were an important driver of this variability and caused significant changes on the magnitude and direction of one-year-old stands’ response to N fertilization. With repeated planting we compared yield gain from first to second year of growth of different single starts. Yield gain of each single start was different within and between sites. This site-specific response suggests that important biases could be introduced when comparing results across studies if repeated planting is not utilized. Biomass from mxg plots was sampled annually in winter or early spring after multiple days with freezing temperatures (Table 1). At each harvest, two 1-m2 quadrats per plot were collected by hand at 0.10 m above the soil surface and weighed. In 2016 and 2018, we used a composite subsample to estimate dry matter content. In 2017, the dry weight subsamples were made of 15 randomly collected stems from each plot. Subsamples were weighed in the field and dried to constant mass at 60 °C in a forced air drier. The final mass was recorded and dry matter content was calculated for each plot.
DOI: 10.17632/3b7ptj3ryg
title: Sugarcane and sugarbeet production in China

description: This dataset is sugarcane and sugarbeet production in China, it contains the historical trends of cultivation practices, crop production area, yield parameters, all the accountable crop production and harvest-associated inputs, area- and yield-scaled CF and economic parameters of sugarcane and sugarbeet production for seven main provinces growing these crops in China from 1980 to 2018.
DOI: 10.17632/mj6jd2cp75
title: An Eco-Friendly Green Polymer Blend for Corrosion Inhibition on Copper

description: Corrosion and Electrochemical Impedance Spectroscopy data of Copper in 1.0 M HCl in the presence and absence of corrosion inhibitors gum arabic, sodium alginate and their blends. The data set also contains the XRD data and SEM image of polymer blends of gum arabic and sodium alginate. SEM and AFM images of the Copper coupons before and after electrochemical corrosion studies are also presented.
DOI: 10.17632/h7rnkrfvrv
title: Dataset of CFD simulation modified air angle of CFB Boiler part 2

description: Modified boiler geometry specifically in dense zone region is expected to alter the hydrodynamic occur inside the furnace. While previously we present full data of the program, the result of excel file. We have presented data from Case A, Case B, Case C, Case D and reference model that consisted of seven parameters namely fuel, CO2, O2, H2O, O2 mass fraction, total energy, velocity and temperature. A combined raw data is presented consisted of all mentioned parameters.
DOI: 10.17632/zck24s5wdf
title: Data for "On solving bi-objective constrained minimum spanning tree problems"

description: Results, test instances, and instances generator for the paper https://doi.org/10.1007/s10898-023-01295-8
DOI: 10.17632/d68xhzx9kz
title: Gut microbiota-derived extracellular vesicles (mEVs) in IBD

description: Additional files for the paper 'CRIg+ macrophages deficiency enhanced inflammation damage in IBD due to gut extracellular vesicles containing microbial DNA'
DOI: 10.17632/hzyz48vg2r
title: Data for: An Archaeological Strontium Isoscape for the Prehistoric Andes: Understanding Population Mobility Through a Geostatistical Meta-Analysis of Archaeological 87Sr/86Sr Values from Humans, Animals, and Artifacts

description: This dataset is a compilation of published archaeological 87Sr/86Sr data from the Andes, as of September 2019.
DOI: 10.6084/m9.figshare.13182023.v1
title: Data matrix (in Nexus format) for the phylogenetic analysis from Amphipithecine primates are stem anthropoids: cranial and postcranial evidence

description: Since their discovery in 1927, the phylogenetic status of the Myanmar amphipithecines has been highly debated. These fossil primates are recognized either as anthropoids or as adapiform strepsirrhines. This uncertainty was largely the consequence of a limited fossil record consisting mostly of jaw fragments but lacking the critical cranial elements that might resolve this debate. We report here cranial remains associated with an ulna from a single individual pertaining to the amphipithecine <i>Ganlea megacanina</i>. In addition to anthropoid-like dentognathic characters, <i>Ganlea</i> displays several ulna and skull features that testify to its anthropoid affinities (e.g. short subvertically oriented lacrimal duct, lacrimal foramen and bone inside the orbit, maxillary contribution to the lower orbital rim, fused metopic suture). By contrast to crown anthropoids, however, <i>Ganlea</i> lacks postorbital closure, confirming that postorbital closure appeared later than many anthropoid dentognathic characters and evolved convergently in extant tarsiers and anthropoids. Thus, amphipithecines must now be recognized as stem anthropoids offering a unique window on the early evolution of cranial and skeletal features in anthropoids and reinforcing the hypothesis of an origin and early diversification of anthropoids in Asia.
DOI: 10.6084/m9.figshare.14450004.v1
title: Craighead_County_Boundary

description: Shapefile boundary for Craighead county, ArkansasFrom the Arkansas GIS office: https://gis.arkansas.gov/
DOI: 10.6084/m9.figshare.3547527.v1
title: Appendix B. Summary of the analysis of the temporal CVs as a function of species richness and the organizational level.

description: Summary of the analysis of the temporal CVs as a function of species richness and the organizational level.