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21 to 30 of 588 Results
Jul 24, 2023 - 3D Spatial Data Processing
Vallejo Orti, Miguel; Castillo, Carlos; Zahs, Vivien; Bubenzer, Olaf; Höfle, Bernhard, 2023, "Classification of Types of Changes in Gully Environments Using Time Series Forest Algorithm [data]",, heiDATA, V1, UNF:6:KVUhApCn+Ker99oncknXzA== [fileUNF]
This code implements the TimeSeriesForest algorithm to classify different types of changes in gully environments. i)gully topographical change, ii)no change outside gully, iii) no change inside gully, and iv) non-topographical change. The algorithm is specifically designed for ti...
Jul 20, 2023 -
Pattee, Aaron, 2023, "CITADEL: Computational Investigation of the Topographical and Architectural Designs in an Evolving Landscape (Research Data)",, heiDATA, V1
The data found in this repository contain the basis for the historical, architectural, and geo-spatial analyses discussed in the dissertation entitled: CITADEL – Computation Investigation of the Topographical and Architectural Designs in an Evolving Landscape. These data include...
Jul 20, 2023 - 3D Spatial Data Processing
Zahs, Vivien; Anders, Katharina; Kohns, Julia; Stark, Alexander; Höfle, Bernhard, 2023, "Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data [Data and Source Code]",, heiDATA, V1
Automatic damage assessment by analysing UAV-derived 3D point clouds provides fast information on the damage situation after an earthquake. However, the assessment of different damage grades is challenging given the variety in damage characteristics and limited transferability of...
Jul 11, 2023 - 3D Spatial Data Processing
Vallejo Orti, Miguel; Negussie, Kaleb; Corral, Eva; Höfle, Bernhard; Bubenzer, Olaf, 2023, "Multi Profile Curvature Analysis (MPCA) algorithm for gully detection using TanDEM X Digital elevation model.",, heiDATA, V1
Characterization of micro-terrain features has been explored to detect convex and concave features in the terrain. The analysis of first and second derivatives of a function fitted to the terrain is a frequently used resource to describe terrain characteristics and to undertake G...
Jul 11, 2023 - CryoEM
Wacker, Irene; Curticean, Ronald; Ryklin, Daniel; Weidinger, Britta; Mayer, Frederik; Huang, Li-Yu; Hoffmann, Julian; Islam, Monsur; von Coelln, Nadine; Schmitt, Tanja; Huck, Christian; Tegerder, Petra; Feist, Florian; Kammerer, Jochen A.; Barner-Kowollik, Christopher; Wegener, Martin; Blasco, Eva; Gengenbach, Ulrich; Schröder, Rasmus R., 2023, "Deconstructing 3D Structured Materials by Modern Ultramicrotomy for Multimodal Imaging and Volume Analysis Across Length Scales [Research data and source code]",, heiDATA, V1
Based on the rapid advances in additive manufacturing, micro-patterned heterostructures of soft materials have become available that need to be characterized down to the nanoscale. Advanced function-structure relationships are designed by direct 3D structuring of the object and –...
Jul 7, 2023 - AG Computational Diagnostic
Kriegsmann, Mark; Kriegsmann, Katharina; Steinbuss, Georg; Zgorzelski, Christiane; Albrecht, Thomas; Heinrich, Stefan; Farkas, Stefan; Roth, Wilfried; Hausen, Anne; Gaida, Matthias M., 2023, "Implementation of deep learning in liver pathology optimizes diagnosis of benign lesions and adenocarcinoma metastasis [data]",, heiDATA, V1, UNF:6:gpQyF/jPYXHbW7GvjUboGQ== [fileUNF]
Differentiation of neoplastic and non-neoplastic liver lesions using routine histological tissue sections can be challenging. Correct classification is paramount to forecast prognosis and to select the correct therapy. Deep learning algorithms have recently been suggested to supp...
Jul 4, 2023 - AIPHES
Paul, Debjit, 2023, "Source Code, Data and Additional Material for the Thesis: "Social Commonsense Reasoning with Structured Knowledge in Text"",, heiDATA, V1
Understanding a social situation requires the ability to reason about the underlying emotions and behaviour of others. For example, when we read a personal story, we use our prior commonsense knowledge and social intelligence to infer the emotions, motives, and anticipate the act...
Jun 12, 2023 - SFB 1249: N-Heteropolyzyklen als Funktionsmaterialien - C: Material & Function
Herrmann, Niklas; von Coelln, Nadine; Teichgreber, Robin M.; Höfener, Sebastian; Huck, Christian; Ghalami, Farhad; Settele, Simon; Hertzog, Manuel; Elstner, Marcus; Tegeder, Petra; Herzig, Eva M.; Zaumseil, Jana, 2023, "Optical and electronic properties of different thin-film polymorphs of PDIF-CN2 controlled by zone-casting conditions [data]",, heiDATA, V1
Underlying data for figures in the paper "Optical and electronic properties of different thin-film polymorphs of PDIF-CN2 controlled by zone-casting conditions"
Jun 7, 2023 - IWR Computer Graphics
Mara, Hubert, 2023, "ErKon3D - Quantifying Deformation in Aegean Sealing Practices [Dataset]",, heiDATA, V1
In Bronze Aegean society, seals played an important role by authenticating, securing and marking. The study of the seals and their engraved motifs provides valuable insight into the social and political organization and administration of Aegean societies. A key research question...
Jun 7, 2023 - Biogeochemistry
Klintzsch, Thomas; Geisinger, Hannah; Wieland, Anna; Langer, Gerald; Nehrke, Gernot; Bizic, Mina; Greule, Markus; Lenhart, Katharina; Borsch, Christian; Schroll, Moritz; Keppler, Frank, 2023, "Stable Carbon Isotope Signature of Methane Released from Phytoplankton [Research Data]",, heiDATA, V1, UNF:6:CUTgXYoCIx59M/OKIgTRvQ== [fileUNF]
Aquatic ecosystems play an important role in global methane cycling and many field studies have reported methane supersaturation in the oxic surface mixed layer (SML) of the ocean and in the epilimnion of lakes. The origin of methane formed under oxic condition is hotly debated a...
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