cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5110744.v3
title: Juniperus communis chorology

description: Distribution map of common juniper (<i>Juniperus communis</i>)<br><br>These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature.<br>The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn"). <br>Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). <br><br>Please cite as:<br>Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007 <br><br>Additional information and used references are on 'supplementary materials' document:<br>https://doi.org/10.6084/m9.figshare.5091901<br><br>Chorological maps are part of the "European Atlas of Forest Tree Species" project:<br>https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.6084/m9.figshare.10011914.v1
title: <i>De novo</i> transcriptome sequencing of genome analysis provides insights into <i>Solidago canadensis</i> invasive capability via photosynthesis

description: <i>Solidago canadensis</i> is one of the most destructive invasive plants in the East of China, yet nothing is known about its photosynthetic ability at the molecular level. In order to examine the mechanism aiding invasion from the photosynthetic and molecular perspective, transcriptome sequencing and <i>de novo</i> assembly of <i>S. canadensis</i> and its congener <i>S. decurrens</i> (native, non-invasive species) were compared in a bioassay experiment. Results showed that <i>S. canadensis</i> has higher biomass and net photosynthetic rates than those of the native plant, <i>S. decurrens</i> (<i>P </i>&lt; 0.05). Based on RNA-seq data, the genes which are closely related to light absorption and electron transfer in <i>S. canadensis</i> were observed to be up-regulated compared with those from <i>S. decurrens</i>, including the process of photosystems I and II, such as <i>PsbP</i>, <i>PsbQ</i>, <i>Psb27</i>, <i>PsbW</i>, <i>PsaG</i>, <i>PetE</i>, and light-harvesting complexes (LHCs). The RT-qPCR verification results of key genes were similar to those from transcriptome. Therefore, our results might partly explain the successful invasion of <i>S. canadensis</i> in China at the level of transcriptome, leading to its enhanced photosynthetic capability.
DOI: 10.6084/m9.figshare.13154378.v1
title: Motility analysis dataset for Vickermania

description: This is a collection of videos with tracked cells, the table data with tracking results and further processing (estimation of displacement, velocity etc.).
DOI: 10.6084/m9.figshare.20406135.v3
title: A global dataset of microbial community in ticks from metagenome study

description: Ticks are important vectors of various zoonotic pathogens that can infect animals and humans, and most documented tick-borne pathogens have a strong bias towards microorganisms with strong disease phenotypes. The recent development of next-generation sequencing (NGS) has enabled the study of microbial communities, referred to as microbiome. Herein, we undertake a systema[TM1] tic review of published literature to build a comprehensive global dataset of reports on the diversity and distribution of microbiome by NGS in field-collected ticks. The dataset comprised 4418 records (76 literature) of geo-referenced occurrences for 47 species of ticks and 219 microorganism families, revealing a total of 83 [TM2] emerging viruses identified from 6 tick genera and 24 tick species since 1980. The viral, bacterial and eukaryotic composition was compared regarding the tick species, their live stage and types of the specimens, or the geographic location. The data can assist the further investigation of ecological, biogeographical and epidemiological features of the tick-borne disease.
DOI: 10.6084/m9.figshare.27919194.v1
title: Dataset and Analytical Results

description: This dataset contains the responses from a cross-sectional survey conducted with 1,507 adolescents in grades 5 to 9 across multiple regions in China. The study explores the relationship between adolescents' perception of school climate and their negative emotions, focusing on the mediating roles of school belonging, social avoidance and distress, and psychological resilience.The dataset includes the following key variables:<b>Perceived School Climate (PSC)</b>: Measured through student-reported assessments of teacher support, peer support, and autonomy opportunities.<b>Negative Emotions (NEE)</b>: Assessed through scales measuring depression, anxiety, and stress.<b>School Belonging (SCB)</b>: Reflecting students' sense of connection and acceptance within the school environment.<b>Social Avoidance and Distress (SAD)</b>: Measures discomfort in social interactions and avoidance tendencies.<b>Psychological Resilience (PSR)</b>: The capacity to cope with stress and adversity.Data is provided in [format], with each participant's responses anonymized to ensure privacy and confidentiality. This dataset supports the study titled <i>"The Relationship Between Adolescents' Perception of School Climate and Negative Emotions: The Multiple Mediating Effects of School Belonging, Social Avoidance and Distress, and Psychological Resilience"</i>, and it is intended to contribute to research on adolescent mental health and school climate.
DOI: 10.6084/m9.figshare.28986485.v1
title: Berliner Zero-Waste-Monitoring 2024 (<b>Datensatz</b>)

description: Seit der Einführung des Zero-Waste-Leitbilds im Jahr 2016 verfolgt Berlin das Ziel, Abfälle in erster Linie konsequent zu vermeiden und wiederzuverwenden. Die Umsetzung erfolgt über das „Abfallwirtschaftskonzept 2020–2030“ (AWK) mit 80 formulierten Maßnahmen, unter die auch die 2023 gegründete Zero-Waste-Agentur (ZWA) fällt. Ein zentrales Anliegen der ZWA ist eine Erfolgsmessung von Abfallvermeidungsmaßnahmen, die über die reine Erfassung der Mengenreduktion von Abfällen hinausgeht. Eine solche Messung wurde in Form eines Zero-Waste-Monitoring, das die Umsetzung von acht verschiedenen Abfallvermeidungsstrategien durch private Haushalte in Berlin detailliert erfasst, erstmalig im Jahr 2024 umgesetzt. Eine repräsentative Befragung von 1.000 Berliner:innen zeigt deutliche Unterschiede in der Umsetzung: Während Strategien wie die Vermeidung von Lebensmittelverschwendung und unverpacktes Einkaufen weit verbreitet sind, werden Maßnahmen wie der Gebrauchtes Kaufen/Erhalten oder Mieten/Leihen selten genutzt. Ein bedeutender Teil der Befragten gibt zudem an, die Strategien noch niemals umgesetzt zu haben. Zudem zeigen sich demografische und bezirksspezifische Unterschiede. Since the introduction of the Zero Waste vision in 2016, Berlin has pursued the goal of consistently avoiding and reusing waste as a priority. Implementation takes place through the “Waste Management Concept 2020–2030” (AWK), which includes 80 measures, among them the Zero-Waste-Agentur (ZWA), founded in 2023. A key concern of the ZWA is measuring the success of waste prevention measures beyond mere waste reduction. This was implemented for the first time through the Zero-Waste-Monitoring in 2024, which systematically captures the implementation of eight different waste prevention strategies by private households in Berlin. A representative survey of 1,000 Berlin residents reveals significant differences in implementation: while strategies such as food waste prevention and package-free shopping are widely practiced, measures like buying or receiving second-hand or renting/borrowing are rarely utilized. A significant part of the respondents also stated that they had never implemented the strategies. Additionally, demographic and district-specific variations are evident.
DOI: 10.6084/m9.figshare.9896108.v1
title: Supplementary Material for: Readmissions after Pancreatic Surgery in Patients with Pancreatic Cancer: Does Hospital Variation Exist for Quality Measurement?

description: <b><i>Background:</i></b> The appropriateness of using readmission rate after pancreatic surgery among pancreatic cancer patients as a quality metric to evaluate hospital performance has been widely discussed in the literature. <b><i>Objectives:</i></b> The present study reported readmission rate using Nationwide Readmissions Database (NRD), examined the reasons and risk factors for readmissions, and evaluated the appropriateness of using it as a quality metric. <b><i>Method:</i></b> We analyzed 3,619 patient discharge records in 2014. The outcome of interest was all-cause 30-day readmission. Reasons for readmission were grouped into clinical associated categories. Hierarchical regression model was used for examining the relationship between risk factors and readmission. <b><i>Results:</i></b> The 30-day readmission rate was 20.95%. The most common reason for readmission was surgery-related complication. In descriptive analyses, age, certain comorbidities, number of chronic conditions, mortality risk, severity of illness, living at large metropolitan area, resident of the state where patients received initial care, postoperative complication, length of stay, discharge location, and receiving care at the hospitals in large metropolitan area were predictive of readmission. In multivariable analysis, age, depression, peripheral vascular disorder, mortality risk, and discharge location were independently associated with readmission. The intraclass correlation coefficient was 0.41 for hierarchical regression model. <b><i>Conclusions:</i></b> Readmission after pancreatic surgery remains an important issue. Our study found the majority of variation in readmissions is accounted for by patient factors whereas there was little between hospital variation. This finding does not support the use of readmission rate after pancreatic surgery as a quality metric.
DOI: 10.17632/npygym5sf6
title: VLF sub-Ionospheric Data for the December 26, 2019 Solar Eclipse Observed Using Multi-stations VLF Radio Network in India

description: The VLF data attached here contain the low-latitude D-region (60-90 km) ionospheric disturbances due to the December 2019 annular solar eclipse observed using the multi-stations Very Low Frequency (VLF) radio network in West Bengal, India. VLF signals from communication transmitters were received from ten places using low-cost VLF radio receivers. The receivers were capable of recording the amplitudes of VLF signals mainly from the transmitters VTX, India at 18.2 kHz and NWC, Australia at 19.8 kHz. This file also contains standard reference signal obtained by averaging quiet day data around the solar eclipse day of December 26, 2019. The data was prepared by the Near-Earth Space and Atmospheric Observatory (NESAO), Kolkata, India. The first column is the time in UT (Hour) and the second column is the VLF amplitude data.
DOI: 10.6084/m9.figshare.10093676.v1
title: Dateset for 'spontaneous imbibition in porous media: verification of a dynamic pore-network model against VOF (volume of fluid)-based direct numerical simulations'

description: The dataset includes the following four items:1. Ansys fluent output file for VOF modeling of spontaneous imbibition with the contact angle of 60 degrees in the attachment of 'fluent.out'.2. 8-bit CT data of the sintered glass beads in the attachment of 'ct data.raw'.3. Pore-network data in the attachment of 'pore network data.zip'.4. Key model output files in the attachment of 'model output data.zip'.
DOI: 10.6084/m9.figshare.12942686.v1
title: Landslide Susceptibility Map of the Northwestern Gerecse Hills (Hungary)

description: Supplementary material for Gerzsenyi and Albert (in press).<br>We created the Landslide Susceptibility of the Northern Gerecse Hills using Chung's (2006) likelihood ratio function model. The input datasets were the TanDEM-X DEM (12 m), the Hungarian National Landslides Cadastre landslide inventory and the Geological Map of Hungary (1 : 100 000). The model partitions the study area into a landslide and non-landslide part, then computes the distributions of the analysed variables for both the landslide and non-landslide area. By comparing the distributions of the analysed variables in the landslide and non-landslide area with grid computation methods, the model yields landslide susceptibility estimates for the study area. The estimations show to what extent a certain area is similar to the sample areas, therefore, its likelihood to be affected by landslides in the future. The estimated landslide susceptibility is given in a percentile form in this raster.Value X means that X% of the total cells has lower susceptibility than the cell with value X. Areas with higher susceptibility values are relatively more prone to landsliding than areas with lower susceptibility values. Susceptibility values range from 1 to 100.<br>Contents:1. Susceptibility raster:GD-AG_TGSI-2018-0047_susceptibility_map_percentiles_12m.tif<br>Resolution: 12 mCRS: EPSG: 23700 - HD72 / EOVWest: 593870.3272East: 608714.3272South: 259582.8811North: 269278.8811<br><br>2. Metadata (QGIS 3):GD-AG_TGSI-2018-0047_susceptibility_map_percentiles_12m.qmd<br><br>Acknowledgement:The TanDEM-X data was provided by the German Aerospace Center (DLR). © DLR – 2017. The study was supported by the ÚNKP-17-2 New National Excellence Program of the Ministry of Human Capacities, Hungary. This research was partly supported by the Thematic Excellence Programme, Industry and Digitization Subprogramme, NRDI Office, 2019 – Project no. ED_18-1-2019-0030.<br>References:Chung, C. 2006. “Using Likelihood Ratio Functions for Modeling the Conditional Probability of Occurrence of Future Landslides for Risk Assessment.” <i>Computers & Geosciences</i> 32: 1052–1068. doi:10.1016/j.cageo.2006.02.003<br> Gerzsenyi, D. and Albert, G. (in press) "Landslide inventory validation and susceptibility mapping in the Gerecse Hills, Hungary." <i>Geo-spatial Information Science</i>.
DOI: 10.6084/m9.figshare.20589597.v5
title: Using Artificial Intelligence (AI)? Risk and Opportunity Perception of AI Predict People’s Willingness to Use AI

description: Dataset study1 and study2 / R code study1 and study 2
DOI: 10.17632/n5gtr94h74
title: Bangladesh Public Opinion Survey Results 2009 - 2023

description: Dataset created from publicly available opinion surveys about attitudes to domestic political matters in Bangladesh published by Prothom Alo newspaper (2009-2013) and International Republican Institute (2014-2023). We translated Prothom Alo's opinon surveys which were originally published in Bengali.
DOI: 10.6084/m9.figshare.19075346.v6
title: Genome Assembly and Annotation of <i>Alsophila spinulosa</i>

description: The flying spider-monkey tree fern genome provides insights into fern evolution and arborescence. https://www.nature.com/articles/s41477-022-01146-6
DOI: 10.6084/m9.figshare.21379206.v1
title: Additional file 6. Flow cytometry of cell lines

description: <strong>Flow cytometry of cell lines.</strong> The eGFP and mCherry fluorescence is detected by flow cytometry for each of the four constructs transfected into HEK293T and A549 cell lines.
DOI: 10.6084/m9.figshare.28643018.v1
title: Additional file 6 of Anticipating protein evolution with successor sequence predictor

description: Supplementary Material 6.
DOI: 10.6084/m9.figshare.29035835.v2
title: Data supporting "Skin Effect Induced Anomalous Dynamics from Charge-Fluctuating Initial States"

description: Non-equilibrium dynamics in non-Hermitian systems has attracted significant interest, particularly due to the skin effect and its associated anomalous phenomena. Previous studies have primarily focused on initial states with a definite particle number. Here, we present a systematic study of non-reciprocal quench dynamics in the pairing states with indefinite particle number. Our study uncovers a range of novel behaviors. Firstly, we demonstrate a universal tendency towards half-filling of particle density at late times. At early times for certain initial states, we observe a chiral wavefront in both particle number distribution and charge inflow, associated with a sharp decrease in particle number. Furthermore, we find that non-Hermiticity could enhance the growth of entanglement in the initial stages of evolution. In the intermediate time regime, the characteristic skin effect leads to particle accumulation on one side, leading to a pronounced reduction in entanglement entropy. Moreover, our results reveal the presence of the quantum Mpemba effect during the restoration of U(1) symmetry. Our findings open new avenues for exploring exotic dynamic phenomena in quantum many-body systems arising from the interplay of symmetry breaking and non-Hermiticity.
DOI: 10.6084/m9.figshare.3524684.v1
title: Supplement 1. Matlab source code for the algorithm described in our study.

description: File List likelihood.pdf -Matlab source code saved in a pdf format. <br> likelihood.htm -Matlab source code saved in a html format. <br> Description This is a Matlab function. Please see Matlab Reference (Matlab 2001) for executing a function. <br> <br> The function evaluates likelihood associated with the data given in the function at parameter values also specified within the function. It should return the value 30.0050 if it is running correctly.<br> <br> To evaluate likelihood at different values of parameters and data, do the following:<br> <br> 1) Comment line 6 and 7 (before "param=" and "data=") with "%". <br> 2) Replace the first line with "function [lik]=likelihood (param, data)".<br> 3) Replace the fourth line with "randn ('state', sum(100*clock))".<br> 4) Replace the fifth line with "rand ('state', sum(100*clock))".<br> 5) In Matlab command window, assign size trajectory data to the variable named "data".<br> 6) Similarly, assign parameter values to the variable named "param".<br> 7) Execute the function using command "[lik]=likelihood (param, data)".<br>
DOI: 10.17632/d6x59tgss8
title: COVID-19_AGE_GENDER_STATUS_INDIA_Dataset

description: Contains age, gender and patients` status filtered data set till September 2020 for COVID-19 in India.
DOI: 10.6084/m9.figshare.13232471.v1
title: Tipos de Hipótesis

description: Se observan una investigación referente a los tipos de hipótesis que existen y sus características
DOI: 10.6084/m9.figshare.25306177.v1
title: Repository for the paper: A One Health framework for exploring zoonotic interactions demonstrated through a case study

description: Repository for Desvars-Larrive et al. manuscript on the analysis of the zoonotic web in Austria, 1975-2022. This study is a collaboration between scientists of the Clinical Department for Farm Animals and Food System Science at the University of Veterinary Medicine (Vetmeduni) Vienna, Austria, the Department of Biological Sciences and Pathobiology at the Vetmeduni Vienna, Austria, and the Complexity Science Hub, Vienna, Austria.
DOI: 10.6084/m9.figshare.28377284.v1
title: SpatialDIVA - Valdeolivas et al. processed dataset

description: This dataset contains the h5ad files for the processed Valdeolivas et al. colorectal cancer dataset from the SpatialDIVA paper. This includes 12 colorectal cancer slides with deconvolved spot-level annotations, pathologist annotations, UNI histopathology foundation model features, and other relevant metadata.
DOI: 10.6084/m9.figshare.28645160.v1
title: <b>The potential of Source-responsive Method in representing macropore structural characteristics within soil profiles</b>

description: This dataset and codes used to generate figures and tables for the paper entitled "<i>The potential of Source-responsive Method in representing macropore structural characteristics within soil profiles</i>".
DOI: 10.6084/m9.figshare.5900257.v1
title: Data in Brief: Multimodal Duolingo Bio-Signal Dataset

description: This data was collected from an integrated low-cost bio-signal data acquisition setup, including OpenBCI electroencephalography (EEG), Gazepoint-GP3 eye-tracking, AutoHotKey behavioral (cursor movements and clicks), and AutoHotKey screen content data (screen captures taken upon a click event). Individuals were tasked with completing several German Duolingo lessons while these concurrent measures were recorded to monitor bio-signals and behavior when learning foreign language vocabulary/phrases. <br>The article referencing this data can be found here: https://doi.org/10.1016/j.dib.2018.11.044
DOI: 10.6084/m9.figshare.10052084.v1
title: Supplemental_Data_2_Molecular_dating.zip

description: <b>Supplemental Data 2. Molecular dating. </b>Archive containing files specifying the BEAST analysis of the two 50-taxon (argo-)pastoralist data sets, as well as the thinned posterior distributions of all parameters and the maximum clade consensus trees.
DOI: 10.6084/m9.figshare.22565209.v1
title: STARmap* datasets

description: STARmap* is a version of the STARmap measuring 1020 genes. This dataset contains 1 sub-dataset.
DOI: 10.6084/m9.figshare.22806800.v1
title: ROMER datasets

description: This is the data used in the work: Reduced Order Modeling of Fluid Flows with Transformers The original data is from the papar "Fourier Neural Operator" and can be found here. We have simply reformatted the data used for our work as npy files. doi: 10.1063/5.0151515
DOI: 10.6084/m9.figshare.25295278.v1
title: Long-term management is required for the recovery of pollination networks and function in restored grasslands

description: Data using in the Manuscript: Long-term management is required for the recovery of pollination networks and function in restored grasslands.
DOI: 10.6084/m9.figshare.29179031.v1
title: Technological Innovation for Climate Action

description: Dataset
DOI: 10.17632/264ppwknvb
title: Capital Flows in an Aging World -- replication files

description: These files are needed to replicate figures and results in "Capital Flows in an Aging World" by Zsófia L. Bárány, Nicolas Coeurdacier and Stéphane Guibaud.
DOI: 10.17632/bygfmk4rx9
title: Clinical Laboratory Test Reports

description: This dataset includes 260 clinical laboratory test reports issued by 24 laboratories in Egypt. It is used as a part of a laboratory test data extraction research. The research is concerned with tagging unstructured and semi-structured heterogeneous lab test data for future unification. The body of all reports is in English; however, headers and footers are in both English and Arabic languages.

The dataset includes pdf-to-image, scanner-scanned, and mobile-scanned lab test reports. Some of the issuers are Alfa Laboratories, Alborg Labs, Almokhtabar Laboratories, Royal Lab, Alshams Labs, Labmed Egypt, Mabaret Elasafra Laboratories, Grand Lab, Green Lab, Omega Labs, and Nasr City Hospital. Many of the reports are issued by different branches. In addition, some of the laboratories exist in governorates such as Cairo, Giza, Alexandria, and Red Sea.

This data was collected from volunteers with full authorization for the researcher to allow conducting data extraction research. This dataset is split into two parts. Firstly, the first part is training lab test reports that are used to extract test patterns to generate training data. Secondly, the other part is used for testing and evaluation of named-entity recognition models.