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Hybrid Machine Learning Forest Height Estimation From TanDEM-X InSAR

Islam Mansour, Kostas Papathanassiou , Ronny Hänsch , Irena Hajnsek · IEEE Transactions on Geoscience and Remote Sensing , 2025 · Noted as relevant to ESA's Biomass mission.

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Abstract

A hybrid model-based and machine learning approach to forest height estimation from TanDEM-X InSAR, validated over tropical biomes including Gabon and the Amazon.

Citation

@article{mansour2025hybridtgrs,
  title = {Hybrid Machine Learning Forest Height Estimation From TanDEM-X InSAR},
  author = {Mansour, Islam and Papathanassiou, Kostas and Hänsch, Ronny and Hajnsek, Irena},
  journal = {IEEE Transactions on Geoscience and Remote Sensing},
  volume = {63},
  pages = {1--11},
  year = {2025},
  doi = {10.1109/TGRS.2024.3520387}
}