cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.3511499.v1
title: Appendix A. New descriptions of Northern Spotted Owl "nesting and roosting" (NR) habitat by ecological zone in northern California (USA) developed for the USDA Forest Service Land Management Planning vegetation database.

description: New descriptions of Northern Spotted Owl "nesting and roosting" (NR) habitat by ecological zone in northern California (USA) developed for the USDA Forest Service Land Management Planning vegetation database.
DOI: 10.6084/m9.figshare.28680764.v1
title: Investigating Brand Hate Escalation<sup>A Dual SEM-PLS and Necessary Condition Analysis Approach</sup>

description: Data set related to the Investigation Brand Hate Escalation: A Dual SEM-PLS and Necessary Condition Analysis Approach
DOI: 10.6084/m9.figshare.28903190.v1
title: Supplemental Tables

description: Supplemental tables for article:<br>Long non-coding RNAs Kcnq1ot1 and Lncpint are involved in skeletal muscle atrophy induced by the space exposome
DOI: 10.6084/m9.figshare.28905680.v1
title: BTB 13 NRM ARM dataset

description: NRM ARM dataset of BTB13
DOI: 10.17632/438ytjyzxk
title: Dataset of German FinTech companies: A market overview

description: This dataset comprises a hand collected market overview of the FinTech market in Germany as of December 2021. It includes various verified properties of 978 unique firms, which can be attributed to the financial technology sector and are operating in Germany. Each observation represents one company with 24 variables, including name, address, legal form, founders with corresponding LinkedIn accounts, register number or company-ID, attribution to FinTech segments and subsegments, bank cooperation, URL address, local court, former name, operating status. The dataset contains established companies as well as start-ups. Since the market in Germany and the nature of FinTech companies itself are dynamic as well as changing there is no complete overview of the market. Furthermore, the total number, the operating status as well as specific properties of FinTechs cannot be found in one accumulated data base. The dataset contains valuable information for researchers, practitioners as well as for supervising authorities. We provide the description of variables as well as a taxonomy for categorizing FinTechs. The nature of the dataset enables further cross-sectional and the possibility of longitudinal analyses of the complete market. The aim of the collection procedure was to find and identify all relevant FinTechs operating in Germany with a structured approach. Different databases and websites (see below) were used to obtain an overview of the market. The dataset was repeatedly updated and verified throughout the years within this process. An association to the segment of operations was conducted. Through structured Google searches the operating status was checked.    

The corresponding paper with a detailed description of the variables and volume estimates can be downloaded here:  
https://elibrary.duncker-humblot.com/article/72485/german-fintech-companies-a-market-overview-and-volume-estimates
DOI: 10.6084/m9.figshare.10007639.v1
title: The spatial frequency of climatic conditions affects niche composition and functional diversity of species assemblages: the case of Angiosperms

description: The three "Data" files contain the data used for the statistical analyses in the manuscript. The three files have the same data but at three different spatial resolutions (cell size = 20 km by 20 km; 50 km by 50 km; 100 km by 100km).The file "Tree_traits" contains the trait data for the selected species.The file "uscbio50xy" contains Chelsea climate data for the continental US (1x1 km resolution).The file "usglobc50" contains Chelsea climate data for the continental US (50x50 km resolution).The file "Script_data_anaylses" shows an example R code to reproduce the analyses done in the manuscript. <br>
DOI: 10.6084/m9.figshare.15135729.v1
title: self-protection

description: Occupational health and safety in mining: Predictive probabilities of personal protective equipment (PPE) use among artisanal goldminers in Ghana
DOI: 10.6084/m9.figshare.26139370.v1
title: Data for Manuscript: The structure and mechanics of the cell cortex depends on location and adhesion state

description: This is the data for the article with the title The structure and mechanics of the cell cortex depends on location and adhesion state in PNAS 2024.
DOI: 10.6084/m9.figshare.5735154.v2
title: Example dataset for OCTA processing

description: This is a dataset which can be processed by the MATLAB scripts given within this archive. There are also two .csv files which are used for undistorting the images and are essential for running the scripts.
DOI: 10.6084/m9.figshare.22678789.v2
title: Supplementary Data for <strong>Inference and reconstruction of the heimdallarchaeial ancestry of eukaryotes.</strong> Eme, Tamarit, Caceres,... and Ettema. <em>Nature </em>2023.<strong> </strong> https://www.nature.com/articles/s41586-023-06186-2

description: <strong>Supplementary Figures</strong>: High-resolution files. <br> <strong>Proteomes: </strong>Asgard archaeal MAGs predicted proteomes. <br> <strong>OrthoClusters</strong>: orthologous groups used for ALE inferences. <br> <strong>Phylogenomics_datasets: </strong>Individual and concatenated alignments for the A64 and A175 taxon samplings; ML and Bayesian phylogenetic trees.
DOI: 10.6084/m9.figshare.23736225.v2
title: Raw data and model used in the paper " Future warming increases the chance of success of maize-wheat double cropping in Europe"

description: This is the initial version of the data and model used in the paper, "Datasets used in the paper Future warming increases the chance of success of maize-wheat double cropping in Europe".<b>Authors</b>Yang Su <sup>a, b, c</sup>, Ronny Lauerwald <sup>a</sup>, David Makowski <sup>d</sup>, Nicolas Viovy <sup>b</sup>, Nicolas Guilpart <sup>e</sup>, Peng Zhu <sup>b, f</sup>, Benoit Gabrielle <sup>a</sup>, Philippe Ciais <sup>b</sup><br><b>Affiliations</b><sup>a</sup> UMR ECOSYS, INRAE AgroParisTech, Université Paris-Saclay, 91120 Palaiseau, France<sup>b</sup> Laboratoire des Sciences du Climat et de l’Environnement, CEA CNRS UVSQ Orme des Merisiers, 91190 Gif-sur-Yvette, France<sup>c </sup>Département d'Informatique, École normale supérieure – PSL, 45 Rue d'Ulm, 75005 Paris, France<sup>d</sup> Unit Applied mathematics and computer science (MIA 518), INRAE AgroParisTech, Université Paris-Saclay, 91120 Palaiseau, France<sup>e</sup> UMR Agronomie, INRAE AgroParisTech, Université Paris-Saclay, 91120 Palaiseau, France<sup>f</sup> Department of Geography, The University of Hong Kong, Hong Kong SAR, China<br><b>Corresponding Author</b>Yang Suyang.su@ens.fr+33 1 89 10 07 67École normale supérieure - PSL<br>To use the model and data, please contact the correspondin author for more details.<br>The ORCHIDEE-CROP model is also available on github (https://github.com/yangsssu/ORCHIDEE-CROP.git)The ORCHIDEE-CROP model is written in Fortran, and to use this model, you first need to install the necessary environment, please follow the tutorial on this website, https://forge.ipsl.jussieu.fr/orchidee/wiki/Documentation/UserGuide .Our model is running on Obelix server at LSCE, you can check the environmentAL set up at: ​http://forge.ipsl.jussieu.fr/igcmg_doc/wiki/Doc/ComputingCenters/LSCE, the input files can be found in R_IN=/home/orchideeshare/igcmg/IGCM.After you install the necessary environment, you need to go to the util folder, run ins_make to install the make files, and then go to Config/ORCHIDEE_OL/ to use make_without_xios to compile the model.The folders inside Config/ORCHIDEE_OL/ are the cases simulated, including Maize/wheat monocropping, maize/wheat double cropping, single cropping with maize/wheat in rotation.The model has no specific hardware requirement, it can be run in linux environment with correct installation of packages and dependencies, all information can be found in the above mentioned UserGuide website (check "Install and compile ORCHIDEE for offline use "), for further question, please contact ORCHIDEE support team through (https://orchidee.ipsl.fr/contact/).<br>
DOI: 10.6084/m9.figshare.26069038.v1
title: Chemical control of colloidal self-assembly driven by the electrosolvation force - Simulational data

description: files used for BD and MD simulations
DOI: 10.6084/m9.figshare.28838993.v1
title: Dataset for "Capillary-Assisted Printing of Droplets at a Solid-Like Liquid-Liquid Interface"

description: Dataset associated with "Capillary-Assisted Printing of Droplets at a Solid-Like Liquid-Liquid Interface"
DOI: 10.6084/m9.figshare.3513017.v1
title: Supplement 1. Three input files and an r script.

description: File List sang_sp.txt sang_en.txt sang_tr.txt RLQ_script_Danny.r Description Three input files are provided that contain the species-by-sites data matrix (sang_sp.txt), sites-by-environment data matrix (sang_en.txt) and species-by-traits data matrix (sang_tr.txt). Also included is an r script (RLQ_script_Danny). The script is in Tinn-R so this program will need to be downloaded first. It is freely available at http://www.sciviews.org/Tinn-R/index.html (checked 2 Nov 2006). Copy and paste the script into R for results. For the main results presented in the paper copy the script up to and including ‘randtest.rlq(rlqout)’. The final two lines present box plots to show the variation in trait categories along the RLQ axes. ‘sco.boxplot(rlqout$mQ[,1],Qqual)’ gives a boxplots for the first axis, ‘sco.boxplot(rlqout$mQ[,2],Qqual)’ for the second axis etc.
DOI: 10.6084/m9.figshare.5885218.v1
title: Description File

description: Read first
DOI: 10.15131/shef.data.28380683.v1
title: Data for: InAs n-i-p Diodes Fabricated using S and Si Ion Implantation

description: Files in this repository correspond to the results in "InAs n-i-p Diodes Fabricated using S and Si Ion Implantation" submitted to IEEE Transactions on Electron Devices.The figure files contain the graphical figures (.png) found within the manuscript and the data (.csv) required to replicate the figures.Manuscript Abstract:Planar Indium Arsenide (InAs) electron avalanche photodiodes (e-APDs) can provide significant avalanche gain with negligible excess noise. Reported InAs e-APDs are so far all top-side illuminated p-i-n diodes. Yet back-side illuminated n-i-p diodes are needed to be compatible with focal plane arrays (bump-bonding process). This work reports n-type ion implantation into i-InAs layer grown on p-InAs layers, forming n-i-p diodes for the first time. Electrical and optical characteristics of S and Si implanted mesa and planar photodiodes are investigated both experimentally and through simulation. The mesa InAs n-i-p diodes fabricated from implanted samples exhibit similar dark current densities to previously reported Be implanted mesa InAs p-i-n diodes. A peak responsivity of 1.09 A/W at 2004 nm wavelength was demonstrated using S implanted detectors after rapid thermal annealing at 600°C for 30s. The simple planar diodes exhibit higher dark current compared to Be implanted planar InAs p-i-n diodes. This is attributed to poor junction isolation resulting from n-type unintentional doping in intrinsic InAs layers. This was mitigated by adding isolation trenches around the diodes (removal of material or introducing p-doping). Therefore, we have demonstrated a promising approach for fabricating bump-bonding compatible and back-illuminated InAs n-i-p planar diodes.
DOI: 10.17632/6m3yhx4ssw
title: Fully Geant4 compatible package for the simulation of Dark Matter in fixed target experiments

description: We present the package for the simulation of DM (Dark Matter) particles in fixed target experiments. The most convenient way of this simulation (and the only possible way in the case of beam-dump) is to simulate it in the framework of the Monte-Carlo program performing the particle tracing in the experimental setup. The Geant4 toolkit framework was chosen as the most popular and versatile solution nowadays. Specifically, the package includes the codes for the simulation of the processes of DM particles production via electron and muon bremsstrahlung off nuclei, resonant in-flight positron annihilation on atomic electrons and gamma to ALP (axion-like particles) conversion on nuclei. Four types of DM mediator particles are considered: vector, scalar, pseudoscalar and axial vector. The total cross sections of bremsstrahlung processes are calculated numerically at exact tree level (ETL). The code handles both the case of invisible DM decay and of visible decay into e^+ e^- (μ^+ μ^- for Z', γγ for ALP). The proposed extension implements native Geant4 application programming interfaces (API) designed for these needs and can be unobtrusively embedded into the existing applications. As an example of its usage, we discuss the results obtained from the simulation of a typical active beam-dump experiment. We consider 5 x 10^12 100 GeV electrons impinging on a lead/plastic heterogeneous calorimeter playing a role of an active thick target. The expected sensitivity of the experiment to the four types of DM mediator particles mentioned above is then derived.
DOI: 10.17632/jdvsyzypzk
title: Data on the demographic forecast of the Kazakhstan population

description: The data was obtained as a result of a forecast of the population of Kazakhstan for the future. The forecast data includes the total population of Kazakhstan, gender distribution, the age structure of the population, fertility and mortality (including infant mortality) for the period from 2022 to 2100.
DOI: 10.6084/m9.figshare.20226162.v1
title: Remote Sensing Agricultural GPP Monsoon 2003

description: agricultural gross primary productivity
DOI: 10.6084/m9.figshare.24268291.v1
title: data_MSES_Terebralia.csv

description: The gastropod <i>Terebralia palustris</i> is found in mangroves from the Indo-Pacific, where it plays important ecological roles and is fished by humans. As such, it reflects interactions occurring within the socioecosystem, although information regarding its regional distribution and ecological niche is uneven. The present study aimed at defining the relative importance of factors of the mangrove socio-ecological system (MSES) on the realized niche of <i>T. palustris</i> at the regional scale. We studied its distribution at the scale of Mayotte Island (France, Indian Ocean), including local ecological knowledge and environmental memory held by population. To this end, a survey campaign of the 29 mangroves of Mayotte allowed mapping its occurrence and correlating the spatial pattern to factors of the MSES related to three dimensions of the niche (accessibility, abiotic, and biotic) pertaining to both societal and ecological components. Questionnaire interviews revealed both past presence and current presence undetected by the survey campaign. At the scale of Mayotte, the gastropod is found on large and deep mangroves, distant from the sea by a deep central and external mangrove, where <i>Avicennia marina</i> is not the only mangrove tree species and the canopy is relatively opened, at the bottom of watersheds holding large urban areas. Our study showed that dealing with both ecosystemic and societal subsystems and their involvement in each dimension of the niche concept is a promising way of understanding the drivers of species distribution in anthropized systems.
DOI: 10.6084/m9.figshare.27262032.v2
title: HISTORECO: Historical Spanish transition database on climate, geography, and economics of the 20th-21st Century

description: HISTORECO is a comprehensive database that includes more than 45 geographic, climatic, hydrological, demographic, and economic variables (64 columns of data apart from the 7 first of identification of the municipality in "Historeco.csv") spanning the 20th and 21st centuries, covering <b>all 8,122 municipalities in Spain</b> each of which has one value per decade. It is a unique dataset that integrates data from various sources, facilitating the analysis of long-term temporal and spatial trends across multiple disciplines such as climate, geography, and socio-economic development.The dataset combines information from twenty sources (databases/articles), harmonizing and downscaling them to the municipal level using GIS and programming tools (mainly QGIS, R, and Python). This is the most extensive dataset of its kind in terms of temporal depth and spatial granularity available for Spain.This project has been developed thanks to funding from the Ramón Areces Foundation, without which it would not have been possible.
DOI: 10.6084/m9.figshare.20076281.v1
title: additional_files.zip

description: This archive is an add-on to the project provided in (GitHub repo). It contains large files impossible to upload on GitHub. It contains the KB files from the ATT&CK and CAPEC Framework used in the project (ATT&CK -&gt; https://github.com/mitre-attack/attack-stix-data, CAPEC -&gt; https://github.com/mitre/cti) and a pretrained Word2vec model (https://ebiquity.umbc.edu/resource/html/id/379/Cybersecurity-embeddings) used to build a new LSTM classifier.
DOI: 10.6084/m9.figshare.23607879.v1
title: Supplementary Material for: Ocular Syphilis with Retinal and Disc Neovascularization Treated with Bevacizumab: A Case Report

description: We report the findings observed in a young woman with ocular syphilis complicated with retinal and disc neovascularization successfully treated with intravitreal bevacizumab. Fluorescein angiography revealed in both eyes intense hyperfluorescence at the level of the disc, multifocal venous wall staining, multifocal paravenous leakage, multiple peripheral saccular venular dilations, diffuse retinal and macular edema, and retinal and disc neovascularization. There was no evidence of retinal ischemia in both eyes. After antibiotic and corticosteroid treatment, the neovascularization persisted in both eyes. Three consecutive doses of intravitreal bevacizumab were administered, with total regression of the retinal and disc neovascularization. Disc and retinal neovascularization along with nonocclusive retinal vasculitis may be a form of presentation of ocular syphilis. Combination of specific treatment, oral corticosteroids, and intravitreal bevacizumab may be useful for treating this clinical manifestation.
DOI: 10.6084/m9.figshare.24216222.v6
title: Source data for ‘<b>Achiral </b><b>and chiral ligands </b><b>synergistically harness </b><b>chiral self-assembly of inorganics</b>’

description: The files go with the manuscript of Zhang et al.<b>Achiral</b><b> and chiral ligands </b><b>synergistically harness</b><b> chiral self-assembly of inorganics</b>. The files include the Raw data for Figs. 1-5 and Supplementary Figs. 3-5, 7, 10-18, 21, 23, 26-28, 30, 32, 33, 35, 37, 38, and 40-46.
DOI: 10.6084/m9.figshare.27060931.v1
title: Replication Data for: Measuring Overwork in China Using Daily High-Resolution Nighttime Satellite Data

description: This is the Replication Data for: Measuring Overwork in China Using Daily High-Resolution Nighttime Satellite Data
DOI: 10.6084/m9.figshare.29002508.v1
title: 1.9. Z Cronbach's Alpha Pre-test (Underlying Data) - Doomscrolling and Information Overload on Generation Z: Examining the Link Between Excessive Digital Media Consumption and Stress Level

description: Pre-test analysis Z variable (stress level) results using IBM SPSS Statistics 26 for research title "Doomscrolling and Information Overload on Generation Z: Examining the Link Between Excessive Digital Media Consumption and Stress Level".
DOI: 10.6084/m9.figshare.6882566.v1
title: Correlations among citation count and readers for Full Professor

description: Correlation coefficients, p-values and standard errors computed between citation count and reader count for full professor.
DOI: 10.17632/h9pphm522g
title: Visual Dataset for Spice Recognition: Enhancing Classification of Common Spices

description: This research on "Spice Dataset Classification" investigates machine learning methods for accurately classifying spices from a dataset of 4,134 images. The dataset includes images of Black Cardamom, Black Pepper, Cinnamomum Tamala, Cinnamon, Clove, Fenugreek, Garlic, and Red Chili. This study aims to advance automated spice identification, benefiting food quality control and culinary science. The distribution of spice samples is as follows:

Black Cardamom: 424 samples
Black Pepper: 1100 samples
Cinnamomum Tamala: 314 samples
Cinnamon: 301 samples
Clove: 958 samples
Fenugreek: 414 samples
Garlic: 309 samples
Red Chili: 314 samples

Purpose:
The purpose of this research is to develop a reliable and accurate machine learning model for the classification of spices based on image data. By automating the recognition process, this study aims to facilitate the identification of various spices—such as Black Cardamom, Black Pepper, Cinnamomum Tamala, Cinnamon, Clove, Fenugreek, Garlic, and Red Chili thereby supporting applications in food quality control, inventory management, and culinary research. This work seeks to enhance efficiency in spice identification, reduce human error in classification tasks, and contribute to advancements in food science and automated recognition systems.
DOI: 10.6084/m9.figshare.29192705.v1
title: The π-Periodic 22/7ths Dimension: A Quantum Gravity Framework for Dark Energy

description: We propose a novel 4+1-dimensional quantum gravity framework incorporating a compactifiedextra dimension, τ , with a periodicity of π (to 22 decimal places), symbolicallytied to the rational approximation 22/7. Integrated into loop quantum gravity (LQG), theτ -dimension’s compactification radius R ≈ 5.6 × 10−11 m is derived to match the observeddark energy density (ρΛ ≈ 2.3 × 10−3 eV/cm3). A scalar field φ(τ ) with an exponential potentialdynamically generates this density, reducing fine-tuning compared to static vacuumenergy models. Numerical solutions using the Runge-Kutta method confirm a slow-roll behavior,yielding an equation of state w ≈ −0.999, consistent with cosmological observations(type Ia supernovae, CMB, BAO). We discuss implications for quantum gravity, particlephysics, and future observational tests with DESI and Euclid, offering a new perspective onthe cosmological constant problem.