cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/mrvv4bjjy2
title: Improved version of group-theoretical analysis of lattice dynamics

description: Title of program: GROUP THEORY LATTICE DYNAMICS 2 Catalogue Id: ACMI_v2_0 [ACMM] Nature of problem The original version of the program symmetry-reduced the dynamical matrix characterizing lattice vibrations of solids, constructed symmetry coordinates which were labeled by the irreducible multiplier representationsof the group of the wavevector, and block-diagonalized the dynamical matrix. This improved version of the program allows one to calculate the symmetry properties of the external modes of vibration of molecular crystals, to generate the irreducible multiplier representation (IMR's), a ... Versions of this program held in the CPC repository in Mendeley Data ACMI_v1_0; GROUP THEORY OF LATTICE DYNAMICS; 10.1016/0010-4655(72)90058-6 ACMI_v2_0; GROUP THEORY LATTICE DYNAMICS 2; 10.1016/0010-4655(74)90057-5 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/zn82y35zr8
title: Detection of the knee point in lithium-ion battery

description: The dataset used in our study consists of 60 commercial lithium-ion batteries cycled under various operating conditions. These high-power NCA/Gr-Si cylindrical cells, manufactured by Samsung SDI (INR 18650-30Q), were cycled using vertical cylindrical fixtures on a battery cycler (CRC 05-10, Wonik PNE, South Korea) in a temperature-controlled chamber. The cells have a nominal capacity of 3 Ah and a nominal voltage of 3.6V. The voltage-cutoffs (2.5 V and 4.2 V, corresponding to 0%−100% SOC) adopted in this work were based on the manufacturer’s manual.

1st cycle aging test (SOH100→SOH80) under various operating conditions
The cells were cycled under nine different operating conditions. The operating conditions were differentiated based on chamber temperature, (dis)charging cut-off voltages, and charging rates, while the discharge was identically conducted at 1C constant current (CC). The chambers were set to four different temperatures: 10 °C, 25 °C, 45 °C, and 60 °C. Within each temperature, the tests were further subdivided based on charging C-rate into low C-rate (0.5C and 1C) and high C-rate (3C) conditions. For 45 °C and 60 °C conditions, further subdivisions with regard to charging rate were not conducted. At every 50 to 100 cycles, including BOL and EOL, every cell was subjected to the reference performance test (RPT) to measure SOH and kinetic properties (1C capacity and DCIR). The cycles lasted until the SOH reached SOH80. Especially, additional 1/30C (dis)charging cycles were conducted at EOL. 

Second cycle life test (SOH80→SOH60) after the EOL
all the 60 cells were subjected to an additional cycling test with an identical cycling protocol (0.5C CC with CV of 0.25C cut-off for charge and 0.5C CC for discharge, 2.5 V−4.2 V) at 25°C, and the capacity of 0.2C−0.2C cycle was checked every 50 cycles. The cycles lasted until the SOH reached SOH60.
DOI: 10.6084/m9.figshare.13414817.v1
title: Benchmark AWS Neptune Resource on real-world dataset

description: This repository contains the resources used for benchmarking AWS Neptune with real-world datasets. It contains all the elements for reproducibility, as well as the results obtained during the benchmark.
DOI: 10.6084/m9.figshare.1367279.v3
title: Table1. Characteristics of the study population

description: Characteristics of the study population
DOI: 10.6084/m9.figshare.19227940.v1
title: Supplementary table 1 from Cambrian edrioasteroid reveals new mechanism for secondary reduction of the skeleton in echinoderms

description: Character states for all taxa included in the phylogenetic analyses.
DOI: 10.6084/m9.figshare.23703237.v1
title: Long-term exercise and adolescents' attention

description: Dataset of the manuscript "Effects of 8-Week Endurance, Strength, and Coordination Exercise Interventions on Attention in Adolescents: A Randomized Controlled Study"
DOI: 10.6084/m9.figshare.25558785.v4
title: ATAC data and code of mononuclear chromatin structure in mice with ischemic stroke

description: <b>Monitoring of single-nucleus chromatin landscape of ischemic stroke in mouse cerebral cortex across time </b>Ischemic stroke constitutes a multifaceted neurological affliction that spans various cellular types. The formidable obstacle in comprehending this process is the lack of dynamic, chromatin accessibility data following a stroke. To gain insights into the variations in transcriptional regulation among various cell types subsequent to a stroke, we employed single-nucleus ATAC-seq to curate a chromatin accessibility compendium from the cerebral cortex of mice subjected to middle cerebral artery occlusion/reperfusion (MCAO/R). Tissue samples were collected at various time points including 0, 6, 12, 24 hours, and 7, 14 days post-reperfusion, in addition to Sham control group. We obtained 99,271 high-quality nuclei across nine cell types, thereby establishing the single-nucleus chromatin accessibility atlas. This atlas provides data for interpreting the regulatory mechanisms that pervade the continuum of ischemic stroke. The data presented herein constitutes a valuable resource for the comprehension of regulatory interplays within the pathology-afflicted cerebrum.<br>
DOI: 10.6084/m9.figshare.25744512.v1
title: Completed_SPIRIT_checklist for Effect of Physical Rehabilitation using Oro Motor Stimulation, Manual Airway Clearance Technique, Positioning, Tactile and Kinesthetic Stimulation (PROMPT) protocol on Respiratory and Neuromuscular Function in Neonatal Respiratory Distress Syndrome (NRDS)- A Protocol for Randomized Controlled.pdf

description: Checklist-SPIRIT
DOI: 10.6084/m9.figshare.3513032.v1
title: Appendix D. A table of values for each habitat/vegetation structure variable per subplot.

description: A table of values for each habitat/vegetation structure variable per subplot.
DOI: 10.6084/m9.figshare.10266554.v2
title: Metadata record for: A manually denoised audio-visual movie watching fMRI dataset for the studyforrest project

description: This dataset contains key characteristics about the data described in the Data Descriptor A manually denoised audio-visual movie watching fMRI dataset for the studyforrest project. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format <br> <br> Versioning Note:Version 2 was generated when the metadata format was updated from JSON to JSON-LD. This was an automatic process that changed only the format, not the contents, of the metadata.<br>
DOI: 10.6084/m9.figshare.1320818.v1
title: Synthetic matrix ensemble for nestedness analysis

description: README<br>====== The data and code in this dataset was used to evaluate nestedness measures and null models (Beckett and Williams, submitted). 500 initial 'perfectly nested' matrices were created using Latin hypercube sampling to choose the number of rows [5,60] , columns [5,60] and curvature. We 'rewired' each of these matrices to evaluate how significance testing of nestedness alters between highly nested (low rewiring) and less nested (high rewiring) networks. In rewiring, a probability of rewiring occuring is assigned to each element in a matrix. If rewiring is judged to occur in a matrix element that has an edge (is a 1) - this edge is removed (turned to 0) and then randomly repositioned in one of the empty positions (one of the 0's becomes a 1), such that the number of total edges is conserved. We used 6 rewiring levels, such that the probability of rewiring was 0.01, 0.05, 0.1, 0.15, 0.2 and 0.5 . Ten replicates of the initial 500 matrices were made for each rewiring level. The entire ensemble is then 500x10x6 = 30,000 networks. Each of these 30,000 networks was then analysed for nestedness using FALCON (Beckett et al., 2014). Six nestedness measures and five null models were used. Details of these analyses can be found in Beckett and Williams (submitted). The dataset contains:<br>code: MATLAB code used to create the synthetic ensemble.<br>- SHAPE_MATRIX.m a MATLAB function for creating a 'perfectly nested' bipartite network with given rows, columns and curvature parameters.<br>- makeBenchmarkEnsemble.m a MATLAB function for creating a set of X matrices rewired from an initial matrix with probability P.<br>- randomiseMatrix.m a MATLAB function for rewiring a given input matrix with probability P. networks: The set of networks used in the synthetic ensemble.<br>- A total of 30,000 binary matrices each saved as a separate csv file. output: The output data from nestedness analysis for each measure.<br>- Five csv files corresponding to output from the five null models used (SS,FF,CC,DD,EE).<br>- For each measure (NODF, MD, SR, JDM, BR, NTC) the measure score, p-value, z-score and adjusted normalised temperature(AnT) scores are given. Beckett S.J., Williams H.T.P. Brooding on nestedness: nestedness analyses are confounded by sensitivity to measurement choices and network properties. submitted. Beckett SJ, Boulton CA and Williams HTP. FALCON: a software package for analysis of nestedness in bipartite networks [v1; ref status: indexed, http://f1000r.es/3z8] F1000Research 2014, 3:185 (doi: 10.12688/f1000research.4831.1)
DOI: 10.6084/m9.figshare.16713346.v1
title: Test data of concrete prisms confined by FRP laminate and spike anchors.docx

description: Dataset on tested concrete prisms confined by FRP laminate and spike anchors. Part of these data have been published in ASCE’s Journal of Composites for Construction with DOI: 10.1061/(ASCE)CC.1943-5614.0001171. The authors aim to publish the rest of the data in journal soon.
DOI: 10.6084/m9.figshare.27822609.v1
title: Hear the Voices of Students: A Qualitative Case Study on Justice, Equity, Diversity, and Inclusion in Higher Education - Complement Table

description: Following a comprehensive qualitative analysis of the student interviews, five categories emerged, each shedding light on the participants’ perceptions and experiences related to JEDI (Justice, Equity, Diversity, and Inclusion) within the academic context.
DOI: 10.6084/m9.figshare.28661012.v1
title: UCM 198.22 digital model and image set

description: UCM 198.22 pterosaur pes print<i>Pteraichnus </i>isp.Lastres Formation, AsturiasKimmeridgian, Upper Jurassic
DOI: 10.6084/m9.figshare.28877324.v1
title: <b>Verification of A+M[S] Model: CKM-Activated Scalar Recursion and Baryonic Harmonic Locking</b>

description: We present initial verification of the A+M[S] framework—a scalar-field-based cosmological model defining structure emergence through recursive echo formation and harmonic memory retention.<br>Using scalar resonance simulations and PETI/KMPS invariants, we validate the formation of persistent topological knots (CKMs) aligning with known baryonic harmonic bands. Hydrogen_Candidate_001 and CKM-ACTIVATED-019 demonstrate convergence to the proton harmonic under recursive input. Additionally, the compression of H001 triggers activation of 19 new M-anchor nodes across expanding scalar echo shells, confirming field-propagated recursion and secondary structure seeding.<br>This dataset includes recursive simulation logs, harmonic scans, M-anchor activation records, and a visual map of shell evolution. These results support a novel mechanism of self-organizing baryonic precursor formation, embedded in the lattice structure of the A+M[S] model.<br>
DOI: 10.6084/m9.figshare.5726794.v1
title: Pressure distribution analysis from Effect of curvature on wetting and dewetting of proboscises of butterflies and moths

description: The code used to analyze the pressure distribution and plot the results
DOI: 10.17632/3sn4yz8hhv
title: LTBR acts as a novel immune checkpoint of tumor-associated macrophages for lung adenocarcinoma immunotherapy

description: Background: Tumor-associated macrophages (TAMs) has been reported to mediate the resistance of LUAD patients to ICI therapy. However, its underlying mechanisms and whether TAMs could be promising targets to overcome the non-response after ICI application remain to be unveiled. 
Methods: Immune multi-omics analysis was implemented with a large clinical cohort encompassing 1045 LUAD cases to screen out potential immune checkpoints. scRNA-seq analysis revealed their distribution in LUAD immune cells. The key molecule and related mechanisms were investigated in vitro and in vivo. Clinical verification in ICI therapy cohorts and TAMs-targeted delivery system had been performed for further clinical translation.
Findings: LTBR, as a potential immune checkpoint, was screened out. Its high expression, duplication and low methylation were corelated with LUAD unfavorable survival. scRNA-seq and FACS analysis showed the highest expression of LTBR in TAMs. Moreover, TAM-targeted inhibition of LTΒR disrupted TISM following with CD8+ T cell boost as well as G-MDSC and M2-like TAM reduction, especially improved the therapeutic effect of ICI. Further studies showed that LTΒR maintained TAM immunosuppressive activity and M2 phenotype by non-canonical NF-kB signaling and Wnt/beta-catenin signaling. Clinical investigation indicated that LTΒR could predict LUAD stages, immunotherapy responses and clinical outcomes after ICI treatment.
Conclusions: Through integrative analysis of immune Multi-Omics and ScRNA-seq data (iMOS), our study develops an immune-checkpoint discovery pipeline, and identifies LTBR as a novel immune checkpoint of TAMs that orchestrates TISM through non-canonical NF-kB and Wnt/beta-catenin signaling. Finally, we propose a promising strategy by targeting LTBR+ TAMs for improving the effect of ICI therapy.
DOI: 10.6084/m9.figshare.11729031.v1
title: Dataset : Anti-Mullerian hormone levels in female cancer patients of reproductive age in Indonesia: A cross-sectional study

description: All raw data and demographic information obtained from subject during the present study.
DOI: 10.6084/m9.figshare.1504111.v2
title: HPAF-II liver tropic exosomes

description: HPAF-II liver tropic exosomes
DOI: 10.6084/m9.figshare.17256647.v1
title: Scripts and dataset for the article AFMs.

description: Script_article_AFMs: R Scripts and the related data for the network and statistical analysis and the extractiong of AFM members.Kofam: The KEGG Orthology (KO) numbers of genes in each MAG.GEMs: The genomic-scale metabolic models for each MAG.Gene_abundance: gene and transcript abundance of each gene.
DOI: 10.6084/m9.figshare.21385068.v2
title: FMT_MAGS_FOR_METABOLIC_ENRICHMENT

description: A dataset of 40 MAGs. Workshop material for metabolism estimation with anvi'o
DOI: 10.6084/m9.figshare.26210276.v1
title: UAV data

description: UAV-obtained images of a pasture near the village of Obichnik, Kardzhali region, Bulgaria (coordinates 41.494062, 25.478968).
DOI: 10.6084/m9.figshare.26357059.v1
title: Solar power station data

description: <b>Column name and specification</b><b>Type</b>year: The yearFeaturemonth: The month Featureday: The day Featurehour: The hour Featuregeneration: Solar energy generation (kilowatt-hours) <i>Target</i>temp: Temperature in degrees Celsius.Featurefeelslike: Perceived temperature in degrees Celsius.Featuredew: Dew point in degrees Celsius.Featurehumidity: Relative humidity in percentage.Featureprecip: Precipitation amount (millimeters).Featureprecipprob: Probability of precipitation (percentage).Featurepreciptype: Type of precipitation (e.g., rain, snow).Featuresnow: Snowfall amount (in an unspecified unit).Featuresnowdepth: Snow depth (in an unspecified unit).Featurewindgust: Wind gust speed (km/h or mph).Featurewindspeed: Wind speed (in an unspecified unit).Featurewinddir: Wind direction (in degrees).Featuresealevelpressure: Sea level pressure (hPa).Featurecloudcover: Cloud cover percentage.Featurevisibility: Visibility (kilometers).Featuresolarradiation: Solar radiation (W/m²).Featuresolarenergy: Solar energy (kWh).Featureuvindex: UV index.Featuresevererisk: Severe weather risk (scale or indicator).Featureconditions: Weather conditions description.Featureicon: Weather icon description.Featurestations: Station IDs where the data was collected from.Feature
DOI: 10.6084/m9.figshare.27179113.v1
title: Phymateus_saxosus_01_movie_tiff_bin4.mp4 from Inter-and intra-specific variation in grasshopper (Orthoptera: Acrididea) molar form: implications for dietary ecology

description: Video of a microCT scanned grasshopper head (Phymateus saxosus 01)
DOI: 10.17632/5dprn2f6ty
title: LINF_320020000

description: protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/5hrcfppdhb
title: Data for: Effect of Airline Choice and Temporality on Flight Delays

description: Three separate month-wise files pertaining to departure delay analysis. A subset of consolidated data (delayed departures) is used for analysis of arrival delays.
DOI: 10.17632/k44h7kpfbx
title: Interlinkages Between Financial Markets

description: This data was use to investigate how fluctuations in stock markets influence key economic indicators such as GDP growth, inflation, and unemployment across 211 countries over the period from 1995 to 2023.
DOI: 10.17632/kws6jscw5h
title: AAP Balance Sheet

description: Until Jochen's arrival, apparel was an after-thought for the company. Apparel was run by a former GM of the parts business. Jochen recruited Erika Boullard from Nike to join H-D and lead the apparel business. Our industry checks have all uniformly stated that the quality and design of the apparel has made a generational leap in the past several years, especially for female riders. When Jochen first joined the company, he observed that there were vintage H-D gear selling on eBay for thousands of dollars, but the current merchandise for sale was not very impressive. While apparel is only $287M revenue in 2023, the contribution margins on apparel are likely ~50% vs. 29% on motorcycles. Apparel revenues were declining prior to 2020, but have since grown at 20%+ rates. Anecdotally, news reports from H-D's 120th anniversary bash in Milwaukee noted long lines for H-D merchandise and suggested replacing some of the bars with merch stores for next year's event. 

Licensing is in an even worse state, generating only $33M of revenue (100% margin) in 2023, most of it from a 3rd party t-shirt manufacturer. Ferrari's licensing revenue is 10x larger than H-D. While at Puma, Jochan struck a lucrative licensing deal with Ferrari so this is again an easy opportunity to generate incremental profits. In 2023, H-D announcing a licensing deal with Hero Motorcycles in India. Hero designed and manufactured a $3k ASP motorcycle with the H-D logo, and this bike sold out with 25k pre-orders within weeks of launch. We estimate just this one deal to have generated a recurring stream of $8M/year (assuming 40k/year units).

We believe apparel and licensing business could double over the next 5 years and increase from $300 to $600M revenue. Assuming 50% incremental margins on apparel and 100% incremental margins on licensing, this would add ~$200M to operating income or ~$1.00 of EPS after tax.

Motorcycle unit sales
H-D unit sales have declined from 262k to 187k 2016-2023. We believe most of this decline was intentional, as laid out in management presentations over the last several years. H-D exited 60+ global markets where it had very low market share. H-D also discontinued 25% of it's model line-up, eliminating lower priced bikes where it lost money on every bike. It shrunk the number of platforms from 5 to 2. The result was a significant increase in average revenue per motorcycle (excluding parts/apparel/etc) from $16k in 2020 to $20k in 2023. It also meant that the bike business (excludings parts/etc) went from losing money on average bike sold to making a 29% gross margin. Of course that meant giving up units as competitors took over in markets or model categories where H-D no longer offered a product. 

While the stock trades on units/market share in the near term, motorcycle revenues have been growing through Covid and guidance expects it to grow again in 2023. We believe the leading indicator of H-D unit sales will be driven by demographics and appeal of the brand.
DOI: 10.6084/m9.figshare.22674859.v1
title: Macroeconomic indices used in predictive model for retail sector in Brazil

description: Lojas Renner (LREN3) was chosen to be a representative stock of the retail sector of companies traded on B3 (brazilian stock exchange). The indices Broad National Consumer Price Index (IPCA), Special System for Settlement and Custody (selic), Central Bank Economic Activity Index (IBC-Br), Broad Retail Trade Confidence Index (ICOM), Future Expectations Index, Dollar (exchange), Consumer Stock Index (ICON) and Ibovespa Index (IBOV) were initially analysed by correlation. See the file (correlação_repository.ipynb). Data from during 10 years were used (2011-2021).
DOI: 10.6084/m9.figshare.24908382.v1
title: fused NHTS-2017-ACS-2015 data - csv format

description: Fusion of 5 select donor variables from NHTS 2017 to ACS 2015, gzipped csv format
DOI: 10.6084/m9.figshare.27178899.v1
title: Dataset: Response diversity increases functional but decreases compositional stability of grassland communities

description: Dataset to https://www.biorxiv.org/content/10.1101/2024.08.08.607162v1.abstract<br>R-code_ResponseDiversity.R - R code used in RStudio to calculate response dissimilarity, response diversity, beta diversity, and all other necessary statistics and results and figures<br>EXClAvE_ManualPlantData_20to22.csv - contains yearly collected data on plant species identity and abundance per subplot in the common garden<br>EXClAvE_2020to22_PEdata.csv - contains community features from digital whole-community phenotyping of common garden subplots, sorted by scan rounds (event where all plots of the common garden were scanned in 1-5 subsequent days; repeated scan rounds were performed every year)<br>CGmetadata.csv - contains meta data on the common garden subplots, including information about the position of the plant communities within the common garden and on the experimental land-use treatments and the resulting land-use index<br>LUI_mean2006_2019_NEW - contains values of land-use intensity for all 150 grassland plots of the Biodiversity Exploratories, calculated with the publically available LUI calculation tool on BExIS (https://www.bexis.uni-jena.de/lui/LUICalculation/index)<br>
DOI: 10.6084/m9.figshare.27857787.v7
title: <b>Supplementary Material</b>

description: These files constitute:<b>Supplementary Material 1</b>, which provides a detailed description of the search strategy employed in this study;<b>Supplementary Material 2</b>, which includes the chemical structures of the molecules identified within the genera examined;<b>Supplementary Material 3</b>, which presented a map of the chemical compounds identified in the reviewed studies, compiling the specific molecules found in each species, highlighting the plant species and fraction in which each compound presented the bioactivity.
DOI: 10.6084/m9.figshare.29129906.v2
title: Data for the "Visible and near infrared Moon polarization across the lunar cycle" project

description: The objective of this project was to measure the disk-averaged polarization state of the Moon in five visible and near infrared spectral bands as a function of lunar phase angle. This dataset contains raw images and associated processing files for the project as well as processed figures saved as pngs. The code for processing the images and recreating the figures as MATLAB figure files is stored as another item in this project.
DOI: 10.17632/rc92z3cjrv
title: DataSet

description: DataSet de Informe Estadistico del Análisis del ranking de universidades en Latinoamérica 2023
DOI: 10.6084/m9.figshare.21574803.v2
title: data.xlsx

description: TPACK Slovak teachers