Melanie Brandmeier

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 8

Top Topics

Learning Models

High Resolution

Land Cover Classification

Top Venues

Publications

Melanie Brandmeier, Daniel Heßdörfer, Philipp Siebenlist, Adrian Meyer-Spelbrink, Anja Kraus
Time Series Analysis of Multisensor Data for Precision Viticulture - Assessing Microscale Variations in Plant Development with Respect to Irrigation and Topography. Remote. Sens. 16 (8) (2024)
Julia Anwander, Melanie Brandmeier, Sebastian Paczkowski, Tarek Neubert, Marta Paczkowska
Evaluating Different Deep Learning Approaches for Tree Health Classification Using High-Resolution Multispectral UAV Data in the Black Forest, Harz Region, and Göttinger Forest. Remote. Sens. 16 (3) (2024)
Maximilian Hell, Melanie Brandmeier
Identifying Plausible Labels from Noisy Training Data for a Land Use and Land Cover Classification Application in Amazônia Legal. Remote. Sens. 16 (12) (2024)
Eya Cherif, Maximilian Hell, Melanie Brandmeier
DeepForest: Novel Deep Learning Models for Land Use and Land Cover Classification Using Multi-Temporal and -Modal Sentinel Data of the Amazon Basin. Remote. Sens. 14 (19) (2022)
Wolfgang Deigele, Melanie Brandmeier, Christoph Straub
A Hierarchical Deep-Learning Approach for Rapid Windthrow Detection on PlanetScope and High-Resolution Aerial Image Data. Remote. Sens. 12 (13) (2020)
Zayd Mahmoud Hamdi, Melanie Brandmeier, Christoph Straub
Forest Damage Assessment Using Deep Learning on High Resolution Remote Sensing Data. Remote. Sens. 11 (17) (2019)
Mathias Wessel, Melanie Brandmeier, Dirk Tiede
Evaluation of Different Machine Learning Algorithms for Scalable Classification of Tree Types and Tree Species Based on Sentinel-2 Data. Remote. Sens. 10 (9) (2018)
Robert Zimmermann, Melanie Brandmeier, Louis Andreani, Kombada Mhopjeni, Richard Gloaguen
Remote Sensing Exploration of Nb-Ta-LREE-Enriched Carbonatite (Epembe/Namibia). Remote. Sens. 8 (8) (2016)