This article presents the multimodal BigEarthNet (BigEarthNet-MM) benchmark archive consisting of 590,326 pairs of Sentinel-1 and Sentinel-2 image patches to support deep learning (DL) studies in multimodal, multilabel remote sensing (RS) image retrieval and classification. Each pair of patches in BigEarthNet-MM is annotated with multilabels provid...
Electrification of a waste collection fleet as part of vehicle-to-grid can be used in a grid- beneficial way, which in turn can increase the economy of these vehicles. In this study the system and grid integration of fully battery-electric waste collection vehicles (eWCV) is examined. The possibility to shave power peaks of a lightweight packaging ...
The analysis of the impact of the cathode catalyst layer pore structure on the membrane electrode assembly (MEA) cell performance of a PEMFC is presented. In this study, a pristine CMK‐3 catalyst carbon support material with well‐defined pore structure in the 3–6 nm range together with two nitrogen‐doped variants is analyzed against a commercial ca...
Flavins are of great biological relevance, but little information is known about the isolated flavins. This dissertation deals with the electronic photodissociation spectroscopy of cryogenically cooled flavins. The optical spectra are recorded with a tandem mass spectrometer coupled to a cryogenic 22 - pole ion trap and an electrospray ionization s...
Standard integration schemes for rate constitutive equations were designed within the classical theory of plasticity. Consequently, they rely on the assumption that a yield criterion defines a range of purely elastic material behaviour. Many constitutive models for non-cohesive soils discard that assumption. They account for inelastic deformations ...
Low-rank tensors are an established framework for the parametrization of multivariate polynomials. We propose to extend this framework by including the concept of block-sparsity to efficiently parametrize homogeneous, multivariate polynomials with low-rank tensors. This provides a representation of general multivariate polynomials as a sum of homog...
Für diesen Bericht haben wir uns auf das Geschehen in der Region Köln fokussiert; anhand der Ergebnisse können wir bestätigen, dass unser Modell bzw. die daraus resultierenden Ergebnisse nicht nur für Berlin anwendbar sind, sondern sich auch auf andere Metropolregionen übertragen lassen. Die derzeitige Situation ist konsistent mit einer generell un...
The role of the different helical components of the magnetic and velocity fields in the inverse spectral transfer of magnetic helicity is investigated through Fourier shell-to-shell transfer analysis. Magnetic helicity transfer analysis is performed on chosen data from direct numerical simulations of homogeneous isothermal compressible magnetohydro...
The inverse transfer of magnetic helicity is investigated through direct numerical simulations of large-scale mechanically driven turbulent flows in the isothermal ideal magnetohydrodynamics framework. The mechanical forcing is either purely solenoidal or purely compressive and the turbulent statistically stationary states considered exhibit root m...
Published in print by Universitätsverlag der TU Berlin, ISBN 978-3-7983-3205-8 (ISSN 2509-8950) / When planning road construction measures, it is essential to have up-to-date information on road conditions. If this information is not to be obtained manually, it is currently obtained using laser scanners mounted on mobile mapping vehicles, which can...
