cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57968/middlebury.21565140.v1
title: Replication package for "Orbital-use fees could more than quadruple the value of the space industry"

description: The zip file contains: Code used to calculate values and generate figures for the paper Data used as inputs Generated outputs to facilitate replication without recomputing everything Data used span 1957-2017, with space industry revenue and cost projections out to 2040. The sources (citations in README.md and main text of paper) include: European Space Agency counts of satellites and debris in orbit and calculated collision risk Union of Concerned Scientists data on active satellites in orbit Matthew Wienzierl's space industry revenues/costs breakdown Brian Weeden's "History of ASAT Tests" spreadsheet Morgan Stanley projections of space industry growth till 2040 paper abstract: <br> The space industry’s rapid recent growth represents the latest Tragedy of the Commons. Satellites launched into orbit contribute to---and risk damage from---a growing buildup of space debris and other satellites. Collision risk from this orbital congestion is costly to satellite operators. Technological and managerial solutions---such as active debris removal or end-of-life satellite deorbit guidelines---are currently being explored by regulatory authorities. However, none of these approaches address the underlying incentive problem: satellite operators do not account for costs they impose on each other via collision risk. Here, we show an internationally harmonized orbital-use fee can correct these incentives and substantially increase the value of the space industry. We construct and analyze a coupled physical-economic model of commercial launches and debris accumulation in low-Earth orbit. Similar to carbon taxes, our model projects an optimal fee that rises at a rate of 14% per year, equal to roughly $235,000 per satellite-year in 2040. The long-run value of the satellite industry would more than quadruple by 2040---increasing from around $600 billion under business-as-usual to around $3 trillion. In contrast, we project purely technological solutions are unlikely to fully address the problem of orbital congestion. Indeed, we find debris removal sometimes worsens economic damages from congestion by increasing launch incentives. In other sectors, addressing the Tragedy of the Commons has often been a game of catch-up with substantial social costs. The infant space industry can avert these costs before they escalate.
DOI: 10.3535/0xb-rbz-dab
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/35l-416-szw
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23996829.v1
title: <b>Extracellular symbiont colonizes insect during embryo development</b>

description: Raw data and statistical analysis of the manuscript entitled "Extracellular symbiont colonizes insect during embryo development".
DOI: 10.6084/m9.figshare.24902889.v3
title: Data Science for Environmental Justice PBL Module: Air Pollution Dataset

description: This is a PBL module on Air Pollution to be used in an introductory environmental science course to motivate students to analyze related environmental justice issues.US EPA data on "State EJScreen Data at the Block Group Level" (EJSCREEN_2023_BG_StatePct_with_AS_CNMI_GU_VI.csv) was downloaded from https://www.epa.gov/ejscreen/download-ejscreen-data on December 20, 2023.This data was processed/cleaned using the included R script - major changes (see the R script for full changes):The dataset was subset for the state of North Carolina.Only a subset of the variables were retained.Any row with missing information was removed. This reduced the number of rows, for North Carolina, from 7111 to 6494.Columns with percent values were converted from decimals to percentages.An additional, summarized dataset, summarized by county, is provided: we report the sum for ACSTOTPOP, AREALAND, and AREAWATER, and the mean for the other variablesThe data dictionary is included.PBL Module: TBAInstructor Notes: TBAThe following files are included:Data Dictionary: Data_Dictionary_EJSCREEN_2023_BG_Columns.pdfProcessed Dataset for North Carolina: DS4EJ_EJScreen_State_BGLevel_NC.csvSummarized Dataset for North Carolina (summarized by county): DS4EJ_EJScreen_State_BGLevel_NC_Summarized_By_County.csvR Script for Data Processing: DSEJ_data_cleaning_EJSCREEN.r<br>
DOI: 10.3535/4yc-gbz-9qk
title: †Orthidae Woodward, 1852

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qwy-3ez-ada
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/805-e2q-sm1
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7mg-35b-w9q
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lhr-tx3-3d4
title: Incertae sedis (fossils)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0jl-2mk-y7z
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/e84-wny-n63
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.13705009.v1
title: Stacks_output_for_analyses

description: Stacks output for downstream analyses
DOI: 10.3535/1fp-qry-z9k
title: Serpentinite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/m9f-wpn-4a8
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9cz-66x-scd
title: Bog ironstone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wbt-jhp-5zh
title: rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.7240547.v2
title: Experimental data for greyhound sit-to-stand dynamics

description: Processed kinematic and kinetic data for all greyhound sit-to-stand subjects and trials used in the plotted data. <br> -Motion Capture (Qualisys/QTM files) -Force Plate data -Matlab code and data -Experimental trial info -Subject info
DOI: 10.3535/j5q-e98-h3m
title: Eoplacognathus pseudoplanus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v6e-zx4-885
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.9761495.v1
title: Deciphering the BSE-type specific cell and tissue tropisms of atypical (H and L) and classical BSE

description: After the discovery of two atypical bovine spongiform encephalopathy (BSE) forms in France and Italy designated H- and L-BSE, the question arose whether these new forms differed from classical BSE (C-BSE) in their pathogenesis. Samples collected from cattle in the clinical stage of BSE during an intracranial challenge study with L- and H-BSE were analysed using biochemical and histological methods as well as in a transgenic mouse bioassay. Our results generally confirmed what had been described for C-BSE to be true also for both atypical BSE forms, namely the restriction of the pathological prion protein (PrP<sup>Sc</sup>) and BSE infectivity to the nervous system. However, analysis of samples collected under identical conditions from both atypical H- and L-BSE forms allowed us a more precise assessment of the grade of involvement of different tissues during the clinical end stage of disease as compared to C-BSE. One important feature is the involvement of the peripheral nervous and musculoskeletal tissues in both L-BSE and H-BSE affected cattle. We were, however, able to show that in H-BSE cases, the PrP<sup>Sc</sup> depositions in the central and peripheral nervous system are dominated by a glial pattern, whereas a neuronal deposition pattern dominates in L-BSE cases, indicating differences in the cellular and topical tropism of both atypical BSE forms. As a consequence of this cell tropism, H-BSE seems to spread more rapidly from the CNS into the periphery via the glial cell system such as Schwann cells, as opposed to L-BSE which is mostly propagated via neuronal cells.
DOI: 10.3535/8g3-nqp-r5m
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fyv-y49-z5e
title: Heliolites spongoides? Lindström

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.10316720.v1
title: Plots.csv

description: CSV with data on native and non-native plant richness, geolocation, and environmental characteristics of field collected plots. Species richness was summarized from raw species data downloaded from the National Park Service Vegetation Inventory Plot Data, available at https://irma.nps.gov/DataStore/Collection/Profile/7.
DOI: 10.6084/m9.figshare.1111822.v2
title: Interview #3

description: Interview #3 of 10.
DOI: 10.3535/5gq-6lq-xlw
title: Baltoplacognathus reclinatus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/85s-pj7-2xc
title: Ctenognathodus murchisoni

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/eyl-wk3-pst
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xa1-jsk-c1s
title: Eoplacognathus elongatus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.6742169.v1
title: MH_heatmap_mask

description: We want to use figshare for PeerJ.Title:Accuracy of deep learning, a machine-learning technology, using ultra-wideifield fundus ophthalmoscopy for detecting idiopathic macular holespaper No 26404
DOI: 10.3535/nmq-nvd-3y6
title: †Neochonetes Muir-Wood, 1962

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xcr-tq6-3n8
title: Eoplacognathus suecicus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lzp-h8v-3hr
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.3563019.v1
title: Appendix B. Relationship between soil predictor variables.

description: Relationship between soil predictor variables.
DOI: 10.17632/8hry4v3372
title: The Effect of The Growth Mindset Strategies on Self-efficacy, Self-regulation, Metacognitive Skills and Math Achievement Among Socio-economic Disadvantaged Students

description: These file shows quantitative data were obtained through the Mindset Scale, Self-efficacy Scale, Self-regulation Scale, Metacognitive Skills Scale and Academic Achievement Test before and after the growth-mindset intervention. The study group of the research consists of 57 eighth grade students (experimental group: 28; control group: 29) who showed low academic success in national screening exams and are studying in a socio-economically disadvantaged secondary school in a province in the Marmara Region in the 2023-2024 academic year.
In the current research, certain criteria were taken into account in determining the sample in accordance with the purpose of the research. One of these criteria is the age of the students and the period they are in. 57 students aged between 13-14, also defined as adolescence, were included in the implementation process of the research.
DOI: 10.26187/deakin.28695782
title: Large-scale analysis of interindividual variability in TMS data

description: Data and code from Corp et al 2020 & 2021. Files do not contain EU studies due to GDPR restrictions. Only mean data were collected rather than individual motor evoked potential (preferable). NIBS-DAS version is in our recommended format for naming/structure.
DOI: 10.26187/deakin.28695782.v1
title: Large-scale analysis of interindividual variability in TMS data

description: Data and code from Corp et al 2020 & 2021. Files do not contain EU studies due to GDPR restrictions. Only mean data were collected rather than individual motor evoked potential (preferable). NIBS-DAS version is in our recommended format for naming/structure.
DOI: 10.3535/5fb-425-dd2
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5j6-7mr-q3c
title: Plantae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/caa-s5t-w8h
title: Peltura sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yb5-amj-gkk
title: Tripodus cf. laevis Bradshaw, 1969

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8pl-6f2-es1
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jdv-2bt-7zz
title: Aethilla Hewitson, 1868

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ptn-ya6-418
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v4f-a9a-eff
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/f2x-vxg-n9e
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yry-ma1-awc
title: Limburgite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.5038991.v1
title: Importance of Feature Selection in the Adaptive Design of Materials by Machine Learning

description: This dataset contains features (combined, ionic radii, and electronegativity) and band gap (Eg) values for apatites in their lowest energy structure.
DOI: 10.3535/31x-lzn-4q0
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/w7r-h3b-tb5
title: Limburgite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jq4-hxe-xwy
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/s5l-jhb-7m8
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14815728.v1
title: Supplemental Materials from Predictors of oxidative stress in youth with Type 1 Diabetes.

description: Supplementary Table 1: mean concentrations of d-ROMs across the genotypes of rs2364723 and rs6721961.<b></b>Supplementary table 2: 2-week glycemic metrics across genders and their associations with d-ROMs.<b></b>Supplementary table 3: 4-week glycemic metrics across genders and their associations with d-ROMs.<b></b>
DOI: 10.6084/m9.figshare.27313008.v1
title: Source data of Precise p-type and n-type doping of two-dimensional semiconductors for monolithic integrated circuits

description: Source data of Precise p-type and n-type doping of two-dimensional semiconductors for monolithic integrated circuits
DOI: 10.6084/m9.figshare.3785277.v4
title: Spatial and temporal distributions in the Barents Sea cod fishery (The CAb-ABe model)

description: Data material and procedures for the estimation of model parameters.
DOI: 10.17632/xjg9xz94xb
title: Flora del área circundante de la Estación Aerobiológica UEES, cantón Samborondón, Ecuador.

description: Brief description of the flora surrounding the aerobiological station in Samborondon, Ecuador
DOI: 10.3535/aa1-f2m-d8z
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cn2-n2y-jmk
title: †Ungula ingrica (Eichwald, 1829)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23690010.v1
title: HepG2_Ctrl_vs_shURI_lipidomics.xlsx

description: Lipidomics by liquid chromatography coupled to mass spectrometry (LC-MS) of HepG2-Ctrl and HepG2-shURI cells.
DOI: 10.6084/m9.figshare.25938808.v1
title: DevCCF_P04_STPT_50um_BrainParcellationJayMask.nii.gz

description: STPT P04 DevCCF Mask<br>
DOI: 10.17632/pw9mb9h8d4
title: Data for: Package graphic design and communication across cultures: An investigation of Chinese consumers' interpretation of imported wine labels
DOI: 10.26187/deakin.28695974
title: Repetitive TMS combined with exposure therapy for PTSD: A preliminary study

description: Data from the study: Repetitive TMS combined with exposure therapy for PTSD: A preliminary study
DOI: 10.26187/deakin.28695974.v1
title: Repetitive TMS combined with exposure therapy for PTSD: A preliminary study

description: Data from the study: Repetitive TMS combined with exposure therapy for PTSD: A preliminary study
DOI: 10.3535/a0r-8z4-fm3
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/w96-0ax-3jy
title: †Ungula ingrica (Eichwald, 1829)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.12721091.v1
title: data_share2.csv

description: Web research data with the sample who stay nights in rural area in Japan.
DOI: 10.17632/6pbmp424b3
title: Experimental database

description: The raw data of the experimental sample were determined.
DOI: 10.3535/6rm-t14-2fd
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nv9-dyn-z09
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.23813340.v2
title: digitalization data analysis xlsx

description: analysis of digitalization literacy
DOI: 10.6084/m9.figshare.c.3690553_d1.v1
title: Additional file 2: Text S1. of Microgeographical structure in the major Neotropical malaria vector Anopheles darlingi using microsatellites and SNP markers

description: Bash script with commands used to run the Stacks pipeline and STRUCTURE analysis. (TXT 4 kb)
DOI: 10.3535/5w4-cbe-93j
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/aph-b53-5aj
title: Paleofavosites  sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.11814306.v1
title: Additional file 11 of Network pharmacology-based study on the mechanism of Yiganling capsule in hepatitis B treatment

description: Additional file 11: Table S20. The results of target enrichment analysis were obtained after cluster analysis of YGL capsule-hepatitis B disease PPI.
DOI: 10.6084/m9.figshare.1439781.v2
title: Visualization of the Mode Shapes of Pressure Oscillation in a Cylindrical Cavity

description: This article describes a novel experimental method to visualize the mode shapes of pressure oscillation in a cylindrical cavity. Acoustic resonance in a cavity is a grand old problem that has been under investigation (using both analytical and numerical methods) for more than a century. In this article, a novel method based on high speed imaging of combustion chemiluminescence was presented to visualize the mode shapes of pressure oscillation in a cylindrical cavity. By generating high-temperature combustion gases and strong pressure waves simultaneously in a cylindrical cavity, the pressure oscillation can be inferred due to the chemiluminescence emissions of the combustion products. The mode shapes can then be visualized by reconstructing the images based on the amplitudes of the luminosity spectrum at the corresponding resonant frequencies. Up to 11 resonant mode shapes were clearly visualized, each matching very well with the analytical solutions.
DOI: 10.6084/m9.figshare.23982735.v1
title: Data for training and testing deep learning models of leaf damage estimation.

description: This dataset is used for training and testing deep learning models of leaf damage estimation Testdata_artifical.zip5000 images, each with an intact leaf and an artifically damaged leaf.Testdata_real.zip311 leaf images with different degrees of herbivore damage.Testresult_artifical.csvEstimated area and percentage of leaf damage in 5000 artifically damaged leavesTestresult_real.csvEstimated area and percentage of leaf damage in 311 real damaged leavesTrainingdata_universalmodel.zip5336 intact leaf images, used for training the universal model
DOI: 10.17632/hpb4hc3r3y
title: Data for: Full-scale Experimental Testing of Fire Spread between Multiple Dwellings in Informal Settlements

description: The data sets contain the raw data (i.e. gas temperatures and temperatures measured by Thin Skin Calorimeters) pertaining to the experimental work done in this paper. Additionally, processed data is also presented (i.e. calculated heat fluxes) alongside heat flux curves as used in the manuscript.
DOI: 10.3535/bes-95r-m78
title: Sophora L.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ka0-889-vh3
title: Amphorichnus papillatus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.14826017.v1
title: Additional file 20 of Heterologous avian system for quantitative analysis of Syncytin-1 interaction with ASCT2 receptor

description: Additional file 20: Nucleotide sequence of pFuTraP-hASCT2-N212Q in GenBank format. The sequence is compatible with common text editors or can be directly imported to appropriate software (Vector NTi, SnapGene, etc.).
DOI: 10.6084/m9.figshare.27292266.v1
title: EFCformer

description: The dataset1 of EFCformer
DOI: 10.6084/m9.figshare.3168346.v1
title: University of Birmingham APCs 2015

description: This spreadsheet contains details of article processing charges (APCs) paid by the University of Birmingham during 2015. The data is being collected as part of Jisc's APC data collection project to address the Total Cost of Ownership of scholarly communication (https://www.jisc-collections.ac.uk/Jisc-Monitor/APC-data-collection/).
DOI: 10.17632/75v83dsx7r
title: Cross-sectional Analysis of Dermatologists and Sponsored Content on Instagram Supplemental Supplemental Table I

description: Unique Sponsors Categorized by Relevance to Dermatology * Frequency indicates number of unique Instagram pages that feature the sponsor. Companies without a frequency in the table above were mentioned on only one Instagram page.
DOI: 10.17632/9zz7khmzfx
title: Rietveld Refinement ZnO powders (Fullprof)

description: The authors calculated a complete lattice parameters characterization by Rietveld refinement using Fullprof suite software. Input information, such as cell parameters, atomic positions, and space groups, was collected from the International Centre for Diffraction Data (ICDD) PDF-4+2015 database. The background was modeled by a 5-coefficient polynomial approach and the Pseudo-Void function was used in the profile. The folder contains three files, these files can be opened by notepad app or text software.