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MR. Aaron Christian Banze

Remote Sensing Technology Institute

My research interests include machine learning, self-supervised learning, computer vision and remote sensing. I am currently working on geospatial foundation models with a focus on adapting them for hyperspectral imagery, and evaluating them for tasks like forest biomass estimation and soil properties estimation.

Helmholtz Imaging Projects

2024: HYPER-AMPLIFAI - Advancing Visual Foundation Models with Unsupervised Learning and Physics-based Explainability for Mult/Hyperspectral Image Analysis in Agriculture and Forestry Applications

Publications

HyBiomass: Global Hyperspectral Imagery Benchmark Dataset for Evaluating Geospatial Foundation Models in Forest Aboveground Biomass Estimation

Banze A, Stassin T, Braham N, Kuzu R, Besnard S, Schmitt M - IEEE Geoscience and Remote Sensing Letters - 2025

10.1109/LGRS.2025.3610178

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Deutsches Zentrum für Luft- und Raumfahrt - Oberpfaffenhofen

ORCID

0009-0007-0783-2968

Weblinks

My blogposts

➤ Hype-Spectral: A Top-Performing Solutio…

Aaron Christian Banze in Helmholtz Imaging CONNECT:

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Center

Deutsches Zentrum für Luft- und Raumfahrt (DLR)

DLR is the Federal Republic of Germany's research centre for aeronautics and space. We conduct research and development activities in the fields of aeronautics, space, energy, transport, security and digitalisation. The German Space Agency at …

In Helmholtz Imaging CONNECT
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