1 Introduction 1.1 The DataCite Consortium 1.2 DataCite Community Participation 1.3 The Metadata Schema 1.4 Version 4.4 Update 2 DataCite Metadata Properties 2.1 Overview 2.2 Citation 2.3 DataCite Properties 3 XML Example 4 XML Schema 5 Other DataCite Services Appendices Appendix 1: Controlled List Definitions Appendix 2: Earlier Version Update Notes Appendix 3: Standard values for unknown information Appendix 4: Version 4.1 Changes in support of software citation Appendix 5: FORCE11 Software Citation Principles Mapping

Mitglieder der Eurasian Dry Grassland Group (EDGG) und deren Vorgängerorganisationen geben seit 16 Jahren Grasland-Sonderausgaben (Special Features) in Tuexenia heraus. Das diesjährige Special Feature mit dem Titel Grasländer des gemäßigten Europas in einer sich verändernden Welt umfasst sieben Artikel, die verschiedene Aspekte der Graslandforschung beleuchten und dabei unterschiedliche Organismengruppen einbeziehen: LLUMIQUINGA et al. untersuchten Langzeiteffekte von Einsaat, Mahd und Kohlenstoffzusatz (Reduktion der Nährstoffverfügbarkeit durch Verschiebung des C/N-Verhältnis) auf den Renaturierungserfolg von pannonischem Sandgrasland auf ehemaligen...

Additional file 4: Fig. S4. CSGs plotted annotated on bacterial phylogeny comprising sponge-derived (Ircinia and non-Ircinia) and Tara Oceans MAGs, following tree construction and plotting scheme as outlined for Fig. 3.

The dynamics of subduction zones is linked to the rise and demise of forearc and backarc sedimentary basins in the overriding plate. Subsidence and uplift rates of these distinct basins are controlled by variations in plate convergence and subduction velocities and determined by the rheological and thermal structure of the lithosphere. In this study we conducted a series of high-resolution 2D numerical models of oceanic subduction and subsequent continental collision. The numerical code 2DELVIS involves...

Additional file 4. Table S3: Performances of random forest-based models at top features and different mtry values.

On the occasion of the release of v4.4 of the DataCite Metadata Schema its Metadata Working Group has updated the mapping to Dublin Core. This replaces the mapping in the Appendix of the DataCite-MetadataKernel v2.1. The mapping can be used to convert records described following version 4.4 of the DataCite Metadata Schema into records that comply with the Dublin Core Metadata Initiative Schema.

Additional file 2: Uncropped western blot images. Cropped images used in Fig. 1A and Fig S1B.

Additional file 7. Review history.

Additional file 1: Fig. S1. Phylogenetic depiction of MAG distributions across Caribbean Ircinia species and redundancy in primary metabolic modes. The heatmap immediately to the right of the tree indicates the ln-transformed relative abundances of each MAG by host specimen. Species abbreviations accompanying specimen labels at the bottom of the heatmap are as follows: ICam (I. campana), IcfR (I. cf. reteplana), IRad (I. radix), ILae (I. laeviconulosa), IBoc (I. bocatorensis B), ILow (I. lowi), IVan...

Additional file 2: Fig. S2. Plots depicting prevalence of MAGs associated with Caribbean Ircinia by source and region, inferred using the relative abundance matrix produced by CoverM. A. Bar chart depicting the percent of MAGs that are found across multiple host species. B. Bar chart depicting the regional specificity of MAGs. C. PCA of taxonomic community compositions of each host species’ microbiome.

IASS Brochure; November 2021

The decarbonisation of the European energy system is a large-scale transformation, which demands not only for a techno-economic feasibility analysis, but also for an assessment of the social and political feasibility and environmental impacts. However, most energy models are not able to fully represent the social and political developments and dynamics of the energy transition, such as preferences, acceptance and behavioural changes of citizens and decision-makers. To address this shortcoming, we developed QTDIAN (Quantification of...

Patients with depression have a high prevalence of developing dyslipidemia. In this study, we aim to investigate the difference of serum lipids, including total cholesterol (TCH), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), and triglycerides (TG), between the depressed patients and healthy controls. Sex differences in lipids and their psychological correlations were also included. The study included 56 healthy controls (males/females = 26/30) and 110 first-diagnosed drug-naïve outpatients (males/females = 35/75). A total of...

Additional file 1: Fig. S1. Walking profile of mice following DeepLabCut tracking. Fig. S2. Tracking of body parts in injured mice and mice with different genotypes. Fig. S3. Kinematic changes in spontaneous walk after stroke. Fig. S4. Angular variability between body center and front and hind paws. Fig. S5. Subgroup analysis for random forest classification and principal component analysis. Fig. S6. Principal component analysis and random forest classification of uninjured control mice. Fig. S7. Correlation...

Airborne light detection and ranging (LiDAR) data are increasingly used to inform sustainable forest management practices. Information about species composition is needed for a range of applications; however, commonly used area-based summaries of LiDAR data are limited to accurately differentiate tree species. The objective of this study was to map dominant species groups across a large (>580,000 ha) boreal forest by combining area-based and individual tree metrics derived from single photon LiDAR data with multispectral...

Additional file 2: Overview of the NORMAN-SLE website (DOCX format) as of 30 May 2022 [82].

Additional file 2: Overview of the NORMAN-SLE website (DOCX format) as of 30 May 2022 [82].

Additional file 1: Table S1. Table of LC–DAD–MS data of dyes. Figure S2. Library of UV–vis, FSMS, and MS/MS spectra for dye compounds identified in this study sorted by retention time. Figure S3. Chromatogram of red fiber extract, Sample 3A. Figure S4. Chromatogram of black fiber, Sample 5, extracted with oxalic acid/water/DMSO. Figure S5. Chromatogram of brown fiber extract, Sample 4A. Table S6. Table of 14C dating data. Figure S7. Calibration plot of 14C dating...

Additional file 3: Supplemental Figure 2. Random Forest classification (with 10-fold cross-validation) correctly predicts study feeding group 80% (±17.95%) on average. Panel A shows a receiver operating curve, indicating that both groups could be predicted with a high degree of accuracy vs. random chance. Panel B shows the relative importance scores for the top five most predictive sequence variants. The predictive potential was powered by a very small number of sequence variants; the top two...

Additional file 1. Table S1: The complete list of variables with the mean decrease in accuracy values.

Additional file 2. Table S2: The different parameters used for the optimisation of the SVM based classifier.

Additional file 7. List of important features obtained by VarImp function in SVM.