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Articles | Volume XLVIII-M-9-2025
https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-821-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-821-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
01 Oct 2025
| 01 Oct 2025
Semi-automated LiDAR Vegetation Classification for Mediterranean Archaeology: Designing a Pipeline Leveraging a Multi-Layer Stacked Ensemble Approach
Nicola Lercari
LMU Munich, Institute for Digital Cultural Heritage Studies, 80539 Munich, Germany
Aaron Fandrei
LMU Munich, Institute for Statistics, 80539 Munich, Germany
Zubin Zellmann
LMU Munich, Institute for Statistics, 80539 Munich, Germany
Yiming Du
LMU Munich, Institute for Digital Cultural Heritage Studies, 80539 Munich, Germany
Mina Yacoub
LMU Munich, Institute for Digital Cultural Heritage Studies, 80539 Munich, Germany
Dario Calderone
LMU Munich, Institute for Digital Cultural Heritage Studies, 80539 Munich, Germany
Rodolfo Brancato
University of Naples Federico II, 80133 Naples, Italy
Saverio Scerra
Soprintendenza per i Beni Culturali e Ambientali di Ragusa, 97100 Ragusa, Italy
Davide Tanasi
University of South Florida, Institute for Digital Exploration, 33620 Tampa, USA
Rosa Lanteri
Parco Archeologico e Paesaggistico di Siracusa, Eloro, Villa del Tellaro e Akrai, 96100 Syracuse, Italy
David Rügamer
LMU Munich, Institute for Statistics, 80539 Munich, Germany
Munich Center for Machine Learning (MCML), 80539 Munich, Germany
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Yiming Du and Nicola Lercari
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-9-2025, 429–434, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-429-2025, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-429-2025, 2025
Yiming Du and Nicola Lercari
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-9-2025, 429–434, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-429-2025, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-429-2025, 2025