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Hybrid Machine Learning Model for Forest Height Estimation From TanDEM-X and Landsat Data

Islam Mansour, Ronny Hänsch , Irena Hajnsek , Kostas Papathanassiou · IEEE Geoscience and Remote Sensing Letters , 2026 · Extends the multimodal hybrid AI-physical modeling approach developed during the PhD.

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Abstract

A hybrid machine learning model combining TanDEM-X InSAR and Landsat optical data for forest height estimation.

Citation

@article{mansour2026hybridgrsl,
  title = {Hybrid Machine Learning Model for Forest Height Estimation From TanDEM-X and Landsat Data},
  author = {Mansour, Islam and Hänsch, Ronny and Hajnsek, Irena and Papathanassiou, Kostas},
  journal = {IEEE Geoscience and Remote Sensing Letters},
  volume = {23},
  pages = {4008705--4008705},
  year = {2026},
  doi = {10.1109/LGRS.2026.3693644}
}