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Research output
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GENOMICS AND PHENOMICS COMBINED WITH MACHINE LEARNING FOR DROUGHT-TOLERANT WINTER WHEAT BREEDING
Milek, J. (Speaker), Koppensteiner, L., Beltrame, L., Salzinger, J., Fanta-Jende, P. & Molin, E. M., Nov 2025.Research output: Poster presentation without proceedings
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Practical Strategies for Automated Phenotyping: From Raw UAV Data to Multispectral Time Series for Machine Learning Applications.
Beltrame, L., Salzinger, J. (Author and Speaker), Fanta-Jende, P. & Sulzbachner, C., 17 Jun 2024, Proceedings of the 74th Conference of the Vereinigung der Pflanzenzüchter und Saatgutkaufleute Österreichs, 20-22 November 2023, Raumberg-Gumpenstein, Irdning, Austria. p. 7-12 6 p. 3Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
Open Access -
Reviewing the essential roles of remote phenotyping, GWAS and explainable AI in practical marker-assisted selection for drought-tolerant winter wheat breeding
Chang-Brahim, I., Koppensteiner, L., Beltrame, L., Bodner, G., Saranti, A., Salzinger, J., Fanta-Jende, P., Sulzbachner, C., Bruckmüller, F., Trognitz, F., Samad-Zamini, M., Zechner, E., Holzinger, A. & Molin, E. M., 18 Apr 2024, In: Frontiers in Plant Science. 15, 27 p., 1319938.Research output: Contribution to journal › Article › peer-review
Open Access -
TriNet: Exploring More Affordable and Generalisable Remote Phenotyping with Explainable Deep Models
Beltrame, L., Salzinger, J., Koppensteiner, L. & Fanta-Jende, P., 21 Aug 2024, In: Drones. 8, 8, 29 p.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
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Tailoring Digital Phenotyping Data Acquisition Campaigns to Breeders' Needs and Capabilities
Beltrame, L. (Author), Schawerda, L.-T. (Author), Salzinger, J. (Author and Speaker, invited) & Fanta-Jende, P. (Author)
1 Dec 2025Activity: Talk or presentation / Lecture › Invited talk at a scientific conference or institution
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Addressing cloud- and shadow-induced data gaps in complex terrains for forest monitoring: Advancing EO foundation models with a multi-resolution approach
Lampert, J. (Speaker), Fanta-Jende, P. (Author), Salzinger, J. (Author), Beltrame, L. (Author), Thiele, P. L. (Author), Duarte, D. (Author), Schumacher, B. (Author) & Briese, C. (Author)
6 May 2025Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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Computationally efficient head-only fine-tuning for Earth Observation Foundation Models: Benchmarking FMs for semantic segmentation
Beltrame, L. (Speaker), Salzinger, J. (Author), Fanta-Jende, P. (Author), Lampert, J. (Author) & Thiele, P. L. (Author)
5 May 2025 → 7 May 2025Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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Airborne Phenotyping with AI
Beltrame, L. (Author), Bruckmüller, F. (Author), Salzinger, J. (Speaker), Fanta-Jende, P. (Author) & Sulzbachner, C. (Author)
20 Nov 2023Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop