cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5213041.v1
title: GUPPY results: Edge differences, edgePCA, phylogenetic diversity

description: Results from guppy software:, based on the output of Phylosift (Darling et al., PeerJ 2014), a method that extracts reads matching marker genes from WGS metagenomes and use them for phylogenetic placement on the Tree of Life to estimate the abundance of taxa present in a microbiome, GUPPY produces a matrix of edge differences of placement probability mass, i.e. "the differences between proportions of phylogenetic placements on either side of each internal edge of the reference phylogenetic tree" (Matsen & Evans, PLOS One 2013). This can be used to compute phylogenetic diversity within samples (aplha diversity) and represent diversity between samples (beta diversity) using edge principal component analysis (edgePCA).Comparison of results involving 24 original samples from the Philippines and meta-analyses with extended datasets including 7 or 9 individuals from the USA are also provided in the *.datasets.* folders<br><br>Scripts used to analyse these results can be found on GitHub: https://github.com/flass/microbiomes/tree/master/scripts/phylosift<br>This work was published in the journal Molecular Ecology doi: 10.1111/mec.1443
DOI: 10.6084/m9.figshare.769359.v2
title: Files compiler AG AND gates

description: Files compiler AG AND gates, design AND gates with Salmonella or Shigella parts or 3-input AND gate (by layering AND gates). DNA sequences are dummies.
DOI: 10.17632/c4frhkp5sb
title: Dataset paper title Exploring the relationship of product and service quality on customer perceived value to increase customer satisfaction through social media moderation: a study for business efficiency

description: This data is supporting data from research entitled Exploring the relationship of product and service quality on customer perceived value to increase customer satisfaction through social media moderation: a study for business efficiency
DOI: 10.6084/m9.figshare.26596685.v1
title: Additional file 1 of Chinese genetic variation database of inborn errors of metabolism: a systematic review of published variants in 13 genes

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.769224.v1
title: On Plato Periodic Perfect Numbers ( Bull Sci math 1999)

description: New definition of perfect even numbers based on elementary proof of impossibility of Euler odd perfect numbers is untroduced
DOI: 10.6084/m9.figshare.15102180.v1
title: TN Water Quality Survey

description: TN Water Quality Survey
DOI: 10.6084/m9.figshare.24993942.v1
title: <b>Reactive Aldehyde Chemistry Explains the Missing Source of Hydroxyl Radicals</b>

description: This dataset and code source were used to conduct the related analysis in the paper entitled "Reactive Aldehyde Chemistry Explains the Missing Source of Hydroxyl Radicals" submitted to Nature Communications.
DOI: 10.6084/m9.figshare.28170530.v2
title: <b>Dataset for </b><b>the </b><b>vulnerability assessment of Beijing Ecological Conservation Areas</b>

description: This dataset provides data on the main indicators for vulnerability assessment in Beijing's ecological conservation areas and the results of vulnerability assessment in each area. The dataset consists of two data tables.The sheet indicator data provides data on 22 indicators used to conduct the vulnerability assessment for the seven ecological sheltered areas and counties in Beijing.The sheet VSD data provides the exposure, sensitivity, adaptive capacity and vulnerability scores for the ecological zones and counties.
DOI: 10.17632/z4mrz37dm3
title: Child stunting status dataset from East Lombok district, West Nusa Tenggara, Indonesia

description: This stunting data in excel format is data measured on more than 400 toddlers with stunting status. Measurements were taken in February 2024 and August 2024 and the time span was used for interventions for parents/guardians and toddlers with stunting status. Interventions carried out in the form of supplementary feeding and anti-stunting education approaches.
The data are in the form of:
- pre-intervention is a folder with data measured in February 2024 with the contents of the folder in the form of a file name for each region.
- post-intervention is a folder with data measured in August 2024 with the contents of the folder in the form of a file of the name of each region
- overal data files containing overall measurement data, including data on stunting and tidal stunting toddlers totaling 3,416 data
DOI: 10.6084/m9.figshare.24045363.v1
title: VpeChr.Genome.masked.fa

description: Repeat-masked genome assembly of Verpa penis
DOI: 10.6084/m9.figshare.27907830.v1
title: Kaamanen peat core data

description: Data and R code for the study - drivers on carbon accumulation vary along the hydrological gradient of a subarctic patterned peatland
DOI: 10.6084/m9.figshare.28936802.v3
title: 无标题项目

description: <b>Unlocking High Lithium-Ion Transport in Solid Polymer Electrolytes with Dynamic Hydrogen-Bonded Zinc Adeninate Framework</b>
DOI: 10.6084/m9.figshare.5897566.v1
title: Lag-bias reconstruction data sets

description: These data were used to produce a manuscript about lag-bias reconstruction of raster scanned retinal images. The method uses strip registration statistics in order to estimate motion artifacts in the reference image.<br><br>This file contains three separate data sets:<br><br>1. aoslo_simulated contains simulated retinal images (frames.hdf5) and the registration data and corrected images (reg_000.hdf5, where '000' indicates that frame 0 was used to register the remaining frames.<br><br>2. aoslo_real contains real retinal images (frames.hdf5) as well as four corrected images, referenced to frames 0, 40, 65, and 80. Reference frame 65 contains the worst motion artifacts (and thus best illustrates the motion correction algorithm).<br><br>3. aooct contains two averaged volumes, one uncorrected and one corrected.<br>
DOI: 10.6084/m9.figshare.648258.v1
title: CIL:1123

description: The purpose of the dataset C. elegans muscle aging is to deduce the age of the nemathode based on images of muscles. Images of C. elegans were taken at different chronological ages. This image is part of the day 4 data set. Note that the morphological and chronological ages are not fully correlated due to the variability among individuals even though the individuals are genetically identical. The source for the dataset is Laboratory of Genetics/NIA/NIH.
DOI: 10.6084/m9.figshare.19189316.v1
title: Datasets with quantitative, qualitative and derived measures for MRI liver tumor segmentation

description: Derived evaluation metrics reported in the paper "Improving Automatic Liver Tumor Segmentation in Late-Phase MRI using Multi-Model Training and 3D Convolutional Neural Networks"
DOI: 10.6084/m9.figshare.21215777.v3
title: A reference genome for Bluegill Sunfish (Centrarchidae: Lepomis macrochirus)

description: North American sunfishes (Family Centrarchidae) are among the most popular sportfish throughout the United States and Canada. Despite the popularity of sunfishes, their ecological importance, and their extensive stocking and aquacultural history, few molecular studies have examined the evolutionary relationships and species limits among members of this group, many of which are known to hybridize. Here, we describe a chromosome-scale, genome assembly representing Bluegill Sunfish (<em>Lepomis macrochirus</em>), one of the most widespread centrarchid species. By combining long-read, Oxford Nanopore sequencing data with short-insert, whole genome and HiC sequence reads, we produced an assembly (Lm_LA_1.0) having a total length of 889 MBP including 1,841 scaffolds and having a scaffold N50 of 36 MBP, L50 of 12, N90 of 29 MBP, and L90 of 22. BUSCO analyses indicated that Lm_LA_1.0 was relatively complete with 99% (eukaryota_odb10) and 98% (actinopterygii_odb10) BUSCOs detected, and <em>ab initio</em>gene prediction performed using this new assembly identified a set of 15,873 genes that were supported by external data. This new assembly provides an important addition to the growing set of assemblies already available for spiny-rayed fishes (Acanthomorpha), and it will serve as a resource for future studies that focus on the complex evolutionary history of centrarchids.
DOI: 10.6084/m9.figshare.28609103.v1
title: Freshwater inflow data and sound files

description: Data and sound files used in the study entitled "Historic freshwater inflow silences an estuarine ecosystem"
DOI: 10.17632/y5gfmbk5p6
title: Number of Monthly Tourist Arrivals - ASEAN-5

description: Monthly (Jan. 2000 - Dec. 2019) Data for the number of tourist arrivals to Indonesia, Malaysia, Philippines, Singapore and Thailand (ASEAN-5).
Data sources are: Statistics, Indonesia; Tourism Malaysia; Department of Tourism; Philippines; Singapore Tourism Board; Office of Tourism development, Thailand. Data is available at  https://sites.google.com/site/fumitakafuruokaswebpage/data-and-oxgauss-codes-iii/paper-41
DOI: 10.6084/m9.figshare.12047241.v6
title: Temporal trade-off between gymnosperm resistance and resilience increases forest sensitivity to extreme drought

description: Raw datasets are available from public sources, which are used in the paper "Temporal trade-off between gymnosperm resistance and resilience increases forest sensitivity to extreme drought". doi:10.1038/s41559-020-1217-3https://www.nature.com/articles/s41559-020-1217-3<br>The datasets include:<br>raw data of tree-ring widths from https://www1.ncdc.noaa.gov/pub/data/paleo/treering/; the Climatic Research Unit (CRU), version TS 4.01 from https://crudata.uea.ac.uk/cru/data/hrg/; the gridded SPEI data (SPEIbase v2.5) from http://digital.csic.es/handle/10261/153475; the Regridded Harmonized World Soil Database v1.2 from https://daac.ornl.gov/SOILS/guides/HWSD.html; canopy height from https://webmap.ornl.gov/ogc/dataset.jsp?dg_id=10023_1; maximum rooting depth from https://wci.earth2observe.eu/thredds/catalog/usc/root-depth/catalog.html; wood density from https://datadryad.org/handle/10255/dryad.235; SLA, Nm, and Pm from https://github.com/abhirupdatta/global_maps_of_plant_traits; HSM and P50 from https://www.nature.com/articles/nature11688; isohydricity data from https://github.com/agkonings/isohydricity; tree density from https://elischolar.library.yale.edu/yale_fes_data/1/ ;above ground biomass of tropical forest plots from http://www.forestplots.net/data-packages/brienen-et-al-2015.<br>Please cite the corresponding papers correctly and follow the data usage license when using these datasets.
DOI: 10.6084/m9.figshare.27080665.v2
title: Pterygoplichthys pardalis (Amazon sailfin catfish) genome project

description: Pterygoplichthys pardalis (Amazon sailfin catfish) genome project
DOI: 10.6084/m9.figshare.28485530.v1
title: Supplementary Data Set

description: Supplementary data set for Gut Microbes
DOI: 10.6084/m9.figshare.7618994.v1
title: ESM for Fig. 1, 2, 3, 4, 5, 6 and 7 from Effect of lignin structure on adsorbable organic halogens formation in chlorine dioxide bleaching

description: Effect of time, concentration and molar ratio of lignin model compounds on AOX formation in chlorine dioxide solution
DOI: 10.17632/4vjf735s6h
title: MatLab program for precision calibration of optical tweezers

description: Abstract Optical tweezers are used as force transducers in many types of experiments. The force they exert in a given experiment is known only after a calibration. Computer codes that calibrate optical tweezers with high precision and reliability in the (x,y)-plane orthogonal to the laser beam axis were written in MatLab (MathWorks Inc.) and are presented here. The calibration is based on the power spectrum of the Brownian motion of a dielectric bead trapped in the tweezers. Precision is achieved by a... Title of program: tweezercalib Catalogue Id: ADTV_v1_0 Nature of problem To calibrate optical tweezers with precision by fitting theory to experimental power spectrum of position of bead doing Brownian motion in incompressible fluid, possibly near microscope cover slip, while trapped in optical tweezers. Thereby determine spring constant of optical trap and conversion factor for arbitrary-units-to-nanometers for detection system. Versions of this program held in the CPC repository in Mendeley Data ADTV_v1_0; tweezercalib; 10.1016/j.cpc.2004.02.012 ADTV_v2_0; tweezercalib; 10.1016/j.cpc.2005.11.007 ADTV_v2_1; tweezercalib; 10.1016/j.cpc.2006.07.009 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/d98v5fkjhs
title: Air Quality Index - Tehran

description: Air quality index (AQI) and PM2.5,PM10, and other air pollutions in Tehran, Iran.
DOI: 10.17632/mzwnxgz8zb
title: U-Pb ages and zircon composition of the Araripe Basin Rodrigues et al. in Revision

description: Here we present major and trace element concentrations, zircon trace element concentrations, and U-Pb age content of twenty samples from the Araripe basin. These data are used to infer the provenance information of the Jurassic-Cretaceous sedimentary succession deposited in the Araripe basin. The related paper is submitted to the Tectonics AGU Journal (Rodrigues et al. Provenance of the late Jurassic to Cenomanian sedimentary succession of the Araripe Basin (NE Brazil) and implication for the geodynamic evolution of Western Gondwana)
DOI: 10.6084/m9.figshare.14746212.v1
title: ucsb thermoelectrics

description: <pre>Database of ~1,100 experimental thermoelectric materials from UCSB aggregated from 108 source publications and personal communications. Downloaded from Citrine. Source UCSB webpage is http://www.mrl.ucsb.edu:8080/datamine/thermoelectric.jsp. See reference for more information on original data aggregation. No duplicate entries are present, but each src may result in multiple measurements of the same materials' properties at different temperatures or conditions.</pre>
DOI: 10.6084/m9.figshare.3025144.v1
title: Surface model of the T2 theropod dinosaur trackway (T2/1 to T2/15) at Münchehagen (Lower Cretaceous, Germany)

description: Textured photogrammetric surface model of a section of the T2 theropod dinosaur trackway (footprints T2/1 to T2/15). This trackway section was excavated and reassembled for display in the Dinosaurier Freilichtmuseum Münchehagen. The surface model shows the reassembled section, and is based on photographs made by Oliver Wings in 2015.
DOI: 10.6084/m9.figshare.7854767.v1
title: A fine-tuned global distribution dataset of marine forests

description: A fine-tuned dataset with ~2.8 million dereplicated records, taxonomically standardized for 682 species, and considering important physiological and biogeographical traits. A flagging system is implemented to sign potentially incorrect records reported on land, in regions with limiting light conditions for photosynthesis, and outside the known distribution of species, as inferred from the most recent published literature.<br><br>More information at: https://github.com/jorgeassis/marineforestsDB<br><br>The data available is documented in a peer reviewed article that you must cite: Assis J., Fragkopoulou E., Frade D., Neiva J., Oliveira A., Abecasis D., Faugeron S., Serrão E.A. (2020). A fine-tuned global distribution dataset of marine forests. Scientific Data
DOI: 10.17632/xwywvb2psm
title: (3+1)-dimensional dissipative relativistic fluid dynamics at non-zero net baryon density

description: Heavy-ion collisions at center-of-mass energies between 1 and 100 GeV/nucleon are essential to understand the phase diagram of QCD and search for its critical point. At these energies the net baryon density of the system can be high, and simulating its evolution becomes an indispensable part of theoretical modeling. We here present the (3+1)-dimensional diffusive relativistic hydrodynamic code BEShydro which solves the equations of motion of second-order Denicol–Niemi–Molnar–Rischke (DNMR) theory, including bulk and shear viscous currents and baryon diffusion currents. BEShydro features a modular structure that allows to easily turn on and off baryon evolution and different dissipative effects and thus to study their physical effects on the dynamical evolution individually. An extensive set of test protocols for the code, including several novel tests of the precision of baryon transport that can also be used to test other such codes, is documented here and supplied as a permanent part of the code package.
DOI: 10.6084/m9.figshare.11930097.v1
title: Gestalt contact styles in OCD patients: a controlled study

description: Abstract Background Obsessive-compulsive disorder is a challenging disease in terms of remission rates and treatment approaches. All theoretical approaches are needed for a better understanding. Compared to other theories, it has not been examined sufficiently from the perspective of gestalt theory in the literature. Objective To examine and compare the Gestalt Contact Styles of patients with obsessive-compulsive disorder (OCD) and the Control Group and to examine the relationship between Gestalt Contact Styles and OCD symptoms. Methods 50 OCD patients were compared with the healthy control group. All patients were evaluated with the Yale Brown Obsessive-Compulsive Scale (Y-BOCS), the Padua Inventory (PI), and the Gestalt Contact Styles Scale-Revised Form (GCSS-RF). For the control group, GCSS-RF was applied. Results The scores of the OCD patients for GCSS-RF “Retroflection” and “Deflection” subscales were significantly higher than the Control Group. Statistically significant high scores were found between the subscales of Padua Inventory “contamination obsessions and washing compulsions”, “obsessional thoughts”, “obsessional impulses” and “checking compulsions” subtypes and Gestalt contact styles in the Patient Group in a symptomatological examined manner. With these findings, in terms of Gestalt Contact Styles, it is seen that the difference between Patient and Control Groups is significantly different. There was no significant relationship between the Yale-Brown total score of the Patient Group and the GCSS-RF subscales. Discussion In conclusion, the findings of the study showed significant differences in terms of Gestalt Contact Styles (Retroflection, Contact, Deflection, Desensitization, Confluence) in Patient and Control Groups and OCD symptoms. These results are important to Gestalt Therapists in terms of shedding light on the therapeutic intervention to be done for an OCD patient and contributing to the literature.
DOI: 10.6084/m9.figshare.26325679.v2
title: Psychological health ramifications of sea-level rise among coastal populations

description: This project examines the impact of sea-level rise (SLR) on the psychological health of coastal populations. We conducted a longitudinal study involving 1,144 participants from various communities with differing vulnerabilities to SLR in Bangladesh. Data collection occurred before (March-April) and after (October-November) the monsoon season of 2021. Results indicated a significant increase in psychological distress, depression, anxiety, and stress in the post-monsoon period, particularly in communities more vulnerable to SLR. Environmental stressors and resource losses were more pronounced post-monsoon in moderate and highly vulnerable areas, and these factors mediated the impact on psychological health. Additionally, a decrease in resilience and an increase in COVID-19 anxiety were observed across all communities, with higher anxiety levels farther from the coast. This research highlights the connection between environmental stress, resource loss, and psychological outcomes, offering insights for developing interventions and policies to support the wellbeing of populations at increased risk from SLR.
DOI: 10.6084/m9.figshare.26461072.v1
title: Anti-Kremlin dataset

description: This dataset includes communications in Anti-Kremlin Telegram channels.
DOI: 10.17632/93wym8spv4
title: Lead user innovation - Geoffrey Otieno 2020

description: Demystifying lead user innovators and showing their importance has been a subject of many arguments. In many cases, the discussions have focused on the firm level of innovation and rarely on the innovator as an individual.  Lead users have been recognised for bringing about commercially attractive user innovations and as sources of innovation for new products and services. According to lead user theory, these users are defined as being ahead of an important market trend and experiencing high benefits from innovating.  This mixed method study extends lead user theory by exploring the antecedents and consequences of lead user innovation based on 321 quantitative survey responses and 36 interviews.  Additionally, five interviews were conducted with regulators.  The quantitative survey responses consisted of 298 male and 23 female lead users; the 36 qualitative interviewees were six female and thirty male lead users; the five regulator interviewees were from the Communications Authority of Kenya, Central Bank of Kenya, Insurance Regulatory Authority, Kenya Industrial Property Institute, and SACCO Societies Regulatory Authority.  Regarding antecedents, the study uncovered that user characteristic variables (gender, age, marital status, occupation, work experience, education level, and trend leadership), as well as motivation (benefits expected, religion, and incentives) and process of innovation variables (time, number of partners and locus of control) help explain an individual's lead user outcomes. These variables might therefore be used as a proxy to identify the lead users. 
Concerning the outcomes, the study focused on lead users’ success or failure, employment capability from the innovation, the ability to raise funds for the innovation and the type of innovation produced.  The study found that for the lead user characteristics, the age, and the leadership in emerging trends were significant determinants of outcomes of innovation.  Marital status was only significant when interacted with age.  For the motivation, benefits expected, and incentives were significant determinants of the outcomes of innovation, while regulatory authorities were moderators of innovation; For the process, none of the variables were significant on their own unless interacted with the characteristics’ variables.  The study recommends a shift of focus from products and organizational processes that focus on individual constructs to frameworks that show an integrated approach to lead user innovation.  When the focus shifts from process to framework, businesses can detach themselves from business as usual and find integrated ways of ensuring the success of innovations.
DOI: 10.17632/hg9kv2pd6s
title: Data for Super Paleo-Typhoons Striking Southern Hainan Island, South China: Evidence from Coral Boulders on a Fringing Reef

description: The dataset includes data of typhoons making landfall along the coasts of southern and eastern China, data of coral boulders from the reef flat of Xiaodonghai fringing reef indicating super paleo-typhoons, and data of radiocarbon and U-Th dating for the coral boulders, for the article "Super Paleo-Typhoons Striking the Southern Hainan Island, South China: Evidence from Coral Boulders on a Fringing Reef" by Zhou et al.
DOI: 10.17632/rmjnmwzmf6
title: PTEN and DNA-PK determine sensitivity and recovery in response to WEE1 inhibition in human breast cancer
DOI: 10.6084/m9.figshare.21855876.v1
title: Primary data.xlsx

description: This data set contains the biomarker data since the last deglaciation of Hurleg Lake in the northeastern Tibetan Plateau, including the index of n-alkanes, the carbon isotope of long-chain n-alkanes and the relative abundance of C4 plants.
DOI: 10.6084/m9.figshare.26956271.v1
title: Training Data from Physically Stressed Bees Expect Less Reward in an Active Choice Judgement Bias Test

description: Data from training trials
DOI: 10.6084/m9.figshare.7330547.v1
title: Human Convalescent Serum Sample after DENV1 seroconversion.

description: Human Convalescent Serum Sample collected after DENV1 seroconversion.