cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.3cc2702/2
title: READ ME

description: Metadata describing variables in all data files.
DOI: 10.5061/dryad.3cc2702/3
title: FL_COND

description: Forest Inventory Analysis (FIA) data including estimates of forest habitat structure. See READ ME.txt for variable description.
DOI: 10.5061/dryad.3cc2702/4
title: presencehistory_only_sites_w_covariates

description: Detection histories for 10 amphibian species along with site vegetation measurements. See READ ME.txt for variable definitions.
DOI: 10.5061/dryad.3cc2702/5
title: Vegetation

description: Visual estimates of vegetation cover taken around wetland study sites. See READ ME.txt for variable definitions.
DOI: 10.5061/dryad.3cc2702/6
title: wbf

description: Declining species site occupancy and site-level vegetation for lavaan modeling. See READ ME.txt for variable definitions.
DOI: 10.5061/dryad.540cc05/1
title: ReferenceTranscriptome_Files

description: 1) Mytilus galloprovincialis de novo transcriptome assembly, containing 159,985 nuclear sequences. This file was used as a reference assembly for variant discovery and as input for all downstream genomic analyses. 2) Reference assembly of 12 protein-coding female mitochondrial genes used for SplitsTree analyses.
DOI: 10.5061/dryad.540cc05/2
title: FilteredVCF_Files_PopGenomicAnalyses

description: Filtered VCF files used as input for principal component analyses and population genomic analyses performed in Admixture, TreeMix, SplitsTree and TWISST. Sample IDs and population information is contained in the file pop.file.mytilus
DOI: 10.5061/dryad.540cc05/3
title: Reads2snps_VCF_Files

description: VCF files generated by Reads2snps program. These files were filtered and used as empirical input for approximate Bayesian computations (ABC). Filtering of empirical data and ABC inferences were conducted using custom R scripts available at https://github.com/dinmatias
DOI: 10.5061/dryad.628pd5n/1
title: Majewska_etal-10.1098.rspb.2019.01630_R project

description: The compressed folder contains R project with code (4 scripts), metadata, and data (4 .csv files) to accompany Multiple transmission routes sustain high prevalence of a virulent parasite in a butterfly host (Majewska, Sims, Schneider, Altizer, Hall 2019, Proceedings B; DOI: 10.1098/rspb.2019.1630)
DOI: 10.5061/dryad.kg76k5b/7
title: XRD patterns of fresh, plasma reduction and thermal reduction catalysts

description: raw data for Fig 4
DOI: 10.5061/dryad.kg76k5b/8
title: CO2 -TPD of plasma reduction and thermal reduction catalysts

description: raw data for Fig 5
DOI: 10.5061/dryad.kg76k5b/9
title: Bed temperature influence of methanation on different reduction catalysts

description: raw data for Fig 6
DOI: 10.5061/dryad.v2v2827.1
title: Data from: Comparing diel activity patterns of wildlife across latitudes and seasons: time transformations using day length
DOI: 10.5061/dryad.v2v2827.1/1.1
title: Camera trapping in the Hoge veluwe
DOI: 10.5061/dryad.v2v2827.2
title: Data from: Comparing diel activity patterns of wildlife across latitudes and seasons: time transformations using day length
DOI: 10.5061/dryad.v2v2827.2/1.2
title: Camera trapping in the Hoge veluwe
DOI: 10.5061/dryad.v2v2827.2/2.2
title: Real data example code
DOI: 10.5061/dryad.v2v2827.2/3.2
title: Time transformation simulations
DOI: 10.17632/d9pznnwsb3.1
title: Data for: Increased breaking strain of carbon fiber-reinforced plastic and steel hybrid laminate composites

description: Movies showing the deformation behavior of the pure CFRP and the CFRP/steel hybrid laminate composite.
DOI: 10.17632/m2f4fvc6bd.1
title: Data for: Maximum Frequency Deviation Assessment with Semi-Supervised Clustering based on Metric Learning

description: This zip file contains data and codes of manuscript "Maximum Frequency Deviation Assessment with Semi-Supervised Clustering based on Metric Learning". It consists of 4 folders: (1) example_system folder: IEEE 39-bus model and simplified provincial power system of China in PSS/E format. (2) codes_to_generate_samples folder: Python codes to generate samples of the two systems in the example_system folder. (3) samples folder: samples generated with codes in the codes_to_generate_samples folder. In the manuscript, 10,000 samples were generated. However, only 1,000 samples are uploaded here to save space. (4) codes_for_machine_learning: codes for implementing the model proposed in this manualscript.
DOI: 10.17632/m2f4fvc6bd.2
title: Data for: Maximum Frequency Deviation Assessment with Semi-Supervised Clustering based on Metric Learning

description: This zip file contains data and codes of manuscript "Maximum Frequency Deviation Assessment with Semi-Supervised Clustering based on Metric Learning". It consists of 4 folders: (1) example_system folder: IEEE 39-bus model and simplified provincial power system of China in PSS/E format. (2) codes_to_generate_samples folder: Python codes to generate samples of the two systems in the example_system folder. (3) samples folder: samples generated with codes in the codes_to_generate_samples folder. In the manuscript, 10,000 samples were generated. However, only 1,000 samples are uploaded here to save space. (4) codes_for_machine_learning: codes for implementing the model proposed in this manualscript.
DOI: 10.17632/tnmrhv5hpp.1
title: Data for: Surface response and photodegradation performance of bio-based polyurethane-forest derivatives foam composites

description: All the used data.
DOI: 10.17632/wy5rc4fhdz.2
title: Data for: Thermal modeling of CIIIASat nanosatellite: A tool for thermal barrier coating selection

description: MathWorks Simulink is a graphical programming software to simulate and analyze dynamic multidomain systems through block diagrams. The annexed simulink arrangement uses the first law of thermodynamics for the energy balance of a cubesat in The Low Earth Orbit in order to find the equilibrium temperature when using different materials (5), at different angles of orbital inclination (3), angle beta (2) and environmental conditions (3). For the selection of the different conditions to be analyzed, decision blocks and logical gates are used, which can be activated at the user's discretion and this simulate up to 270 different thermal scenarios for the same satellite. The arrangement is sectioned according to the condition to be modified, making the selection easier for the user
DOI: 10.17632/zps7kn98s6.1
title: Data for: Effects of winter chilling and photoperiod on leaf-out and flowering in a subtropical evergreen broadleaved forest in China

description: Title: Effects of winter chilling and photoperiod on leaf-out and flowering in a subtropical evergreen broadleaved forest in China Journal: Forest Ecology and Management
DOI: 10.5061/dryad.617744v/1
title: Growth_data_1985_to_2016

description: Growth rate data for all lambs born between 1985 and 2016.
DOI: 10.5061/dryad.617744v/2
title: SNP_pedigree_1985_to_2016

description: Single nucleotide polymorphism derived pedigree.
DOI: 10.5061/dryad.617744v/3
title: Lamb_behavioural_data

description: Information on all lamb behavioural traits studied.
DOI: 10.5061/dryad.617744v/4
title: Maternal_behavioural_data

description: Information for all maternal behavioural traits.
DOI: 10.5061/dryad.617744v/5
title: README

description: This file contains information on all the variables included in the 6 data files that accompany this manuscript.
DOI: 10.5061/dryad.617744v/6
title: Maternal_home_range_overlaps

description: 100% kernel home range overlaps (calculated using Bhattacharyya's affinity) for every pair of mothers with lamb growth information.
DOI: 10.5061/dryad.617744v/7
title: GRM_1985_to_2012

description: Genomic relatedness matrix containing genomic relatedness for all pairs of individuals in the study population.
DOI: 10.5061/dryad.c53m9d5/1
title: data

description: Infrared spectrum of CNFs before and after modification,Phosphorus removal effect of CNFs and Fe(OH)3@CNFs under different pH conditions,Phosphorus removal effect of different concentrations of Fe(OH)3@CNFs after freezing in refrigerator and liquid nitrogen,Phosphorus removal effect of the second generation iron-loaded nanocellulose modified by different Fe(OH)3 and CNFs mass ratio,Sorption kinetics of phosphate on Fe(OH)3@CNFs,Effect of NaOH concentration on desorption,Effect of regeneration times on adsorption efficiency of the second-generation iron-modified nanocellulose.
DOI: 10.5061/dryad.gr68f2j/1
title: Locations of BioSCAN 1 sites

description: The physical locations of the sites used for sampling, with resolution limited to protect the privacy of the community participants in the project.
DOI: 10.5061/dryad.gr68f2j/2
title: Fly species occurrences and associated weather data

description: Species occurrences from each sampling event
DOI: 10.5061/dryad.gr68f2j/3
title: Remote sensing data from BioSCAN sites

description: These are the remote sensing data that were used for the analyses in this manuscript.
DOI: 10.5061/dryad.v2v2827.1/2.1
title: Real data example code
DOI: 10.5061/dryad.v2v2827.1/3.1
title: Time transformation simulations
DOI: 10.5061/dryad.v40j7gf/1
title: Sharp_Whitlock_data

description: Excel file with sheets for data from main assay, viability assay, and notes describing columns
DOI: 10.17632/9ckvnsf2pw.1
title: Tracking mesenchymal stem cells with Iridium(III) complex-encapsulated nanospheres in cranium defect.
DOI: 10.17632/gknhtvbgzh.2
title: Flexural behavior of EPS concrete composite panel

description: Data obtained from the experimental test, the finite element analysis, and the simplified formula of the EPS concrete composite panels.
DOI: 10.17632/gtzyv8fp3y.1
title: Data for: Territory, geoeconomics and power politics: the Irish government’s framing of Brexit (The speeches, interviews and policy documents of the Irish Government)

description: The speeches, interviews and policy documents of the Irish Government from the Brexit vote to the end of 2017. These are all publicly available but are compiled here for ease of analysis. If using this for academic work please cite.
DOI: 10.17632/p8652snxx5.1
title: Data for: In silico multi-scale analysis of the effect of resorption cavities on peri-implant bone after undersized drilling technique.

description: Database of micro- and macro-scale analysis
DOI: 10.17632/p8652snxx5.2
title: Data for: In silico multi-scale analysis of the effect of resorption cavities on peri-implant bone after undersized drilling technique.

description: Database of micro- and macro-scale analysis
DOI: 10.17632/y4jy6j7kg4.1
title: Data for: Controlling Martensite and Pearlite Formation with Cooling Rate and Temperature Control in Rotary Friction Welding

description: Files for RFW Temperature and Cooling Rate Control
DOI: 10.5061/dryad.57v2100/1
title: Data from: High anaemia prevalence and its causes in children aged 6-23 months in rural Qinghai, China: findings from a cross-sectional study
DOI: 10.5061/dryad.57v2100/2
title: Explanation of all the variables in the database
DOI: 10.5061/dryad.5qv3884/1
title: Fitted X-ray fluorescence (XRF) images of tattoo inks.

description: This data set contains fitted XRF maps of pure tattoo inks. Black and TiO2 inks were used for tattooing of pig skin (see other data file). The XRF images were taken at beamline ID16B at the European Synchrotron (ESRF) in Grenoble, France. The data can be analyzed using the RBG correlator of the open source software PyMCA (pymca.sourceforge.net/). Single .edf files are named including the fitted element and whether the peaks are K- or L-edge of the corresponding element. Pixel sizes of each fitted map can be found in the text file. Data presented in this data set were used to create Figure S2 of the main manuscript.
DOI: 10.5061/dryad.5qv3884/2
title: Fitted X-ray fluorescence (XRF) images of tattooed pig skin sections.

description: Fitted XRF maps from ID21 at the ESRF (micro XRF) for postmortem tattooed pig skin with either carbon black or TiO2 white ink. Both inks were applied with either a rotary or coil tattoo machine. The XRF images were taken at beamline ID21 at the European Synchrotron (ESRF) in Grenoble, France. The data can be analyzed using the RBG correlator of the open source software PyMCA (pymca.sourceforge.net/). Single .edf files are named including the fitted element and whether the peaks are K- or L-edge of the corresponding element. Pixel sizes of each fitted map can be found in the text file. Data presented in this data set were used to create Figure 2 of the main manuscript.
DOI: 10.5061/dryad.5qv3884/3
title: Fitted X-ray fluorescence (XRF) images of tattooed human skin and corresponding local lymph node sections.

description: Tattooed human skin and local lymph nodes were taken from deceased donors. In addition, non-tattooed control skin from two donors and one skin sample from a donor with an allergic reaction toward a red tattoo have been analyzed. The XRF images were taken at beamline ID16B at the European Synchrotron (ESRF) in Grenoble, France. The data can be analyzed using the RBG correlator of the open source software PyMCA (pymca.sourceforge.net/). Single .edf files are named including the fitted element and whether the peaks are K- or L-edge of the corresponding element. Pixel sizes of each fitted map can be found in the text file. Data presented in this data set were used to create Table 1, Figure 1, Figure 4 and Figure S1 of the main manuscript.
DOI: 10.5061/dryad.gr68f2j/4
title: Weekly weather data in 2014

description: These are the weekly weather data, collected from the weather station at each sampling site. Minor gaps in the data have been replaced using linear modeling as described in the associated manuscript.
DOI: 10.5061/dryad.h2v2398/1
title: Adaptive capacity 1990-2015

description: A global data set of adaptive capacity, an equal weight composite index for the social part of the social-ecological systems; both the reactive and proactive facets. The index is a composite of governance, economy, and HDI (human development index). All these data are provided in this same folder. Global gridded data set with a spatial resolution of 5 arc-min, annual data from 1990 to 2015.
DOI: 10.5061/dryad.h2v2398/2
title: Ecological vulnerability 1990-2015

description: A global data set of ecological vulnerability, an equal weight composite index for the status of ecological systems. It is calculated from Human Footprint, Natural hazards index and Water scarcity. All these data are provided in this same data package Global gridded data set with a spatial resolution of 5 arc-min, annual data from 1990 to 2015.
DOI: 10.5061/dryad.h2v2398/3
title: Economy 1990-2015

description: The global data set of economy in based on Gross Domestic Production (GDP) per capita PPP (purchasing power parity, PPP in USD) data on a subnational resolution. The missing years in the subnational data were filled by temporal interpolation using national data. For calculations of Adaptive Capacity, the GDP values were log transformed to allow scale independence of the indiactor. See detailed method description from the article. Global gridded data set with a spatial resolution of 5 arc-min, annual data from 1990 to 2015, and scaled from 0 to 1. Based on http://doi.org/10.1038/sdata.2018.4
DOI: 10.5061/dryad.h2v2398/4
title: Governance 1990-2015

description: This variable indicates the quality of governancem, and is based on "Government Effectiveness" national level data set by World Bank. According to World Bank, this ind Governance data set contains annual data from 1990 to 2015. The index is country-spesific and thus not gridded. Global gridded data set with a spatial resolution of 5 arc-min, annual data from 1990 to 2015, and scaled from 0 to 1. Based on https://info.worldbank.org/governance/wgi/
DOI: 10.5061/dryad.h2v2398/5
title: Human development index (HDI) 1990-2015

description: Human Development Index (HDI, from Kummu et al., 2018) is a composite index for describing the level of human development. It is based on life expectancy, education, and per capita income. This data set provides annual HDI for years 1990-2015 with 5 arc-min resolution, scaled from 0 to 1. Based on http://doi.org/10.1038/sdata.2018.4
DOI: 10.5061/dryad.h2v2398/6
title: Natural hazards 1990-2015

description: Natural hazard index contains extreme events which strongly contribute to the interplay of Sosial-Ecological Systems (SES). The natural Hazard data combines cyclones, drought, floods, earthquakes, volcanoes, and landslides. As no reliable time series exists at grid scale, we use a long term average. Global gridded data set with a spatial resolution of 5 arc-min, annual data from 1990 to 2015, and scaled from 0 to 1. Based on: Based on Dilley et al. (2005)
DOI: 10.5441/001/1.md069588
title: Data from: Ideal Free Distributions of mobile pastoralists within multiple seasonal grazing areas

description: Moritz M, Hamilton IM, Scholt P, Chen Y-J (2014) Ideal Free Distributions of mobile pastoralists within multiple seasonal grazing areas. Rangeland Ecology & Management. 67(6): 641-649. doi:10.2111/REM-D-14-00051.1
description: The pastoral system in the Far North Region of Cameroon is best described as an open system in which mobile pastoralists have open access to common-pool grazing resources. We hypothesized that there is a self-organizing management system of open access to common-pool grazing resources and predicted that we would find an Ideal Free Distribution (IFD) of mobile pastoralists within seasonal grazing areas. In this paper we used mobility data and remote sensing data from two seasonal grazing areas at the end of the dry season in three consecutive years to evaluate that hypothesis. We found evidence of an IFD in the two seasonal grazing areas of the Logone Floodplain and the Lake Maga area. These findings offer further support for our hypothesis that there is a complex adaptive system in which pastoralists distribute themselves effectively over available grazing resources.
DOI: 10.5441/001/1.md069588/1
title: IFD May 2010-2012, Far North Region, Cameroon

description: Moritz M, Hamilton IM, Scholt P, Chen Y-J (2014) Ideal Free Distributions of mobile pastoralists within multiple seasonal grazing areas. Rangeland Ecology & Management. 67(6): 641-649. doi:10.2111/REM-D-14-00051.1
description: The pastoral system in the Far North Region of Cameroon is best described as an open system in which mobile pastoralists have open access to common-pool grazing resources. We hypothesized that there is a self-organizing management system of open access to common-pool grazing resources and predicted that we would find an Ideal Free Distribution (IFD) of mobile pastoralists within seasonal grazing areas. In this paper we used mobility data and remote sensing data from two seasonal grazing areas at the end of the dry season in three consecutive years to evaluate that hypothesis. We found evidence of an IFD in the two seasonal grazing areas of the Logone Floodplain and the Lake Maga area. These findings offer further support for our hypothesis that there is a complex adaptive system in which pastoralists distribute themselves effectively over available grazing resources.
DOI: 10.5441/001/1.md069588/2
title: IFD May 2010-2012, Far North Region, Cameroon-reference-data

description: Moritz M, Hamilton IM, Scholt P, Chen Y-J (2014) Ideal Free Distributions of mobile pastoralists within multiple seasonal grazing areas. Rangeland Ecology & Management. 67(6): 641-649. doi:10.2111/REM-D-14-00051.1
description: The pastoral system in the Far North Region of Cameroon is best described as an open system in which mobile pastoralists have open access to common-pool grazing resources. We hypothesized that there is a self-organizing management system of open access to common-pool grazing resources and predicted that we would find an Ideal Free Distribution (IFD) of mobile pastoralists within seasonal grazing areas. In this paper we used mobility data and remote sensing data from two seasonal grazing areas at the end of the dry season in three consecutive years to evaluate that hypothesis. We found evidence of an IFD in the two seasonal grazing areas of the Logone Floodplain and the Lake Maga area. These findings offer further support for our hypothesis that there is a complex adaptive system in which pastoralists distribute themselves effectively over available grazing resources.
DOI: 10.17632/525ydc4bck.1
title: Data for: Paleoproterozoic P-T-d-t evolution of a gneiss with quartz-sillimanite nodules from the Azul ranges, Rio de la Plata craton, Argentina.
DOI: 10.17632/63nspvr6cc.1
title: Data for: Acceleration Method of Fission Source Convergence Based on RMC code

description: relavant materials for the paper submitted to NET - calculation results.
DOI: 10.17632/b9rs4d5dsn.2
title: Monitoring udder health status using somatic cell counts in Iranian Holstein-Friesian dairy cows

description: The present study was performed to provide update information about udder health as determined by SCC in Iranian Holstein-Friesian dairy cattle, and to compare results with herds under a mastitis control program.
DOI: 10.17632/hcyspfgc5v.4
title: Data for: Thermal Buoyancy Effects on the Flow Field and Heat Transfer of a Rotating Cylinder: A Numerical Study

description: This dataset contains a fortran code along with all the required files. this is a flow and heat transfer solver owned by the author.
DOI: 10.17632/jhs4ydkyvb.3
title: Data for: Reconstructing South China in the Mesoproterozoic and its role in the Nuna and Rodinia supercontinents

description: Table S1 Zircon U–Pb analytical results for the Mesoproterozoic igneous rocks and sediments in the western Yangtze Block Table S2 Zircon Lu-Hf analytical results for the samples from Kunyang Group of the western Yangtze Block Table S3 Major oxides, trace elemental and Sr-Nd isotopic analytical results the Mesoproterozoic igneous rocks in the western Yangtze Block Table S4 Sources for data compiled in Figure 2a
DOI: 10.17632/kfdy77762r.2
title: Substance use disorders: incidence, prevalence, deaths and DALY's, in 1990-2017

description: Datasets from Global Burden of Diseases Study 2019. Mortality, morbidity, prevalence, from use of tobacco, alcohol, opiates, cannabis, and other drugs, the aggregated indicator (Substance use disorders) in 1990-2017. ICD10 codes: I42.6, K70.03, Z72.0, F10-19. Territories: Global, Eastern Europe, Central Europe, Western Europe, Belarus, Russia. Methods. We used indicators of mortality, morbidity, prevalence, and years of life lost, taking into account the DALY disability from tobacco, alcohol, opiates, cannabis, and other drugs. Indicators of harmful health effects from PS presented from 1990 to 2017. Variables standardized by age and sex. Keywords: global burden of diseases, alcohol, substance use, psychoactive substances.
DOI: 10.5061/dryad.4p72d8q/1
title: Dataset S1 Relative Area

description: File containing the relative area of hydrocarbon peaks in the profiles of male Callosobruchus maculatus. For more information please see the legend in the spreadsheet.
DOI: 10.5061/dryad.4p72d8q/2
title: Dataset S2 Pedigree

description: File containing the pedigree information used in the mixed effects animal model. For more information please see the legend in the spreadsheet.
DOI: 10.5061/dryad.4p72d8q/3
title: Dataset S3 logPCA

description: File containing the log contrast scores used for the PCA in the manuscript. For more information please see the legend in the spreadsheet.
DOI: 10.5061/dryad.4p72d8q/4
title: Dataset S4 logPCA2

description: File containing the log contrast scores used in the PCA after the removal of peaks to allow a suitable value for the determinant. For more information please see the legend in the spreadsheet.
DOI: 10.5061/dryad.4p72d8q/5
title: Dataset S5 PCdata

description: File containing the PC scores generated by the PCA. For more information please see the legend in the spreadsheet.
DOI: 10.5061/dryad.4p72d8q/6
title: Dataset S6 Probability of Laying Data

description: File containing the data describing whether or not each experimental female laid any eggs. For more information please see the legend in the spreadsheet.