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30 Jul 2026
Evaluating the Transferability of Machine-Learning Models for Pre-Emergence Bark Beetle Detection Using Multispectral and Hyperspectral UAV Data
Geng Wang, Aurora Bozzini, Luiz Henrique Elias Cosimo, Emma Turkulainen, Salma Bijou, Raquel Alves de Oliveira, Juha Suomalainen, Erika Vennervirta, Niko Koivumäki, Roope Näsi, Lucie Kupková, Massimo Faccoli, Eija Honkavaara, and Langning Huo
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Ivar Oveland, Andreas Prebensen Korsnes, Eija Honkavaara, Lauri Markelin, Andrew C. Flatman, and Henry Meißner
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B1-2026, 489–495, https://doi.org/10.5194/isprs-archives-XLIX-B1-2026-489-2026,https://doi.org/10.5194/isprs-archives-XLIX-B1-2026-489-2026, 2026
Combining and Processing Airborne Laser Scanning and Crowdsourced Terrestrial Images for Bilberry High-Yield Maps
Susanna Hyyppä, Josef Taher, Matti Hyyppä, Leena Matikainen, Xiaowei Yu, Harri Kaartinen, Oskari Saarinen, Kirsi Karila, Ville Luoma, Marjut Turtiainen, Birgitta Partanen, Roope Näsi, Jyri Maanpää, Eetu Puttonen, Arttu Kivimäki, Mikko Vastaranta, Antero Kukko, Hannu Hyyppä, Matti Vaaja, Fabio Remondino, Narges Takhtkeshha, and Juha Hyyppä
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B1-2026, 443–448, https://doi.org/10.5194/isprs-archives-XLIX-B1-2026-443-2026,https://doi.org/10.5194/isprs-archives-XLIX-B1-2026-443-2026, 2026
Domain Generalization in Deep Learning for Forest Health Monitoring Using Multispectral UAS Data
Emma Turkulainen, Raquel Alves Oliveira, Niko Koivumäki, Päivi Lyytikäinen-Saarenmaa, Roope Näsi, Mikko Pelto-Arvo, Johanna Tuviala, and Eija Honkavaara
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W11-2025, 285–291, https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-285-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-285-2025, 2025
Evaluation of forage grass biomass estimation models using multispectral drone imaging across multiple sites
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W11-2025, 241–246, https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-241-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-241-2025, 2025
Optimizing high-resolution multi-view drone imaging for detecting foreign grains in gluten-free oat production fields
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W11-2025, 235–240, https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-235-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-235-2025, 2025
A Collaborative GIS for Planning of Urban Drone Launch and Landing Site Locations
Miloš N. Mladenović, Muhammad Atiullah Saif, Eija Honkavaara, Pyry Kettunen, Mikko Rönneberg, Anssi Jussila, Leo Niemi, and Miia Farstad
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W11-2025, 227–233, https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-227-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-227-2025, 2025
Autonomous Drone Navigation in Forest Environments Using Deep Learning
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W11-2025, 87–93, https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-87-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-87-2025, 2025
A Multiview UAV Imagery-Based Method for Assessing Spruce Tree Health at the Individual Tree Level
Alva Anttonen, Axel Päivänsalo, Emma Turkulainen, Raquel Alves Oliveira, Kirsi Karila, Niko Koivumäki, Roope Näsi, and Eija Honkavaara
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Monitoring invasive and expansive species in the Krkonoše Mts using UAV multitemporal data and botanical research
Lucie Kupková, Lucie Červená, Jakub Lysák, Záboj Hrázský, Markéta Potůčková, Alex Šrollerů, Barbora Novotná, Michaela Vítková, Jan Pergl, Jan Čuda, Natálie Kolombová, Klára Kušková, Josef Kutlvašr, Irena Perglová, Jiří Sádlo, Vojtěch Vítek, and Petr Pyšek
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 821–829, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-821-2025,https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-821-2025, 2025
Large-Area UAS-Based Forest Health Monitoring Utilizing a Hydrogen-Powered Airship and Multispectral Imaging
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Autonomous robotic drone system for mapping forest interiors
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-2024, 167–172, https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-167-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-167-2024, 2024
HYPERSPECTRAL UAS IMAGERY FOR GRASS SWARDS BIOMASS AND NITROGEN ESTIMATION
R. A. Oliveira, R. Näsi, P. Korhonen, A. Mustonen, O. Niemeläinen, N. Koivumäki, T. Hakala, J. Suomalainen, J. Kaivosoja, and E. Honkavaara
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COMBINING YOLO V5 AND TRANSFER LEARNING FOR SMOKE-BASED WILDFIRE DETECTION IN BOREAL FORESTS
A.-M. Raita-Hakola, S. Rahkonen, J. Suomalainen, L. Markelin, R. Oliveira, T. Hakala, N. Koivumäki, E. Honkavaara, and I. Pölönen
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E-TRAINEE: OPEN E-LEARNING COURSE ON TIME SERIES ANALYSIS IN REMOTE SENSING
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A DRONE SYSTEM FOR AUTONOMOUS MAPPING FLIGHTS INSIDE A FOREST – A FEASIBILITY STUDY AND FIRST RESULTS
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TILT CORRECTION OF ONBOARD DRONE IRRADIANCE MEASUREMENTS – EVALUATION OF HYPERSPECTRAL METHODS
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 67–72, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-67-2022,https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-67-2022, 2022
DETERMINATION OF CHLOROPHYLL CONTENT IN SELECTED GRASS COMMUNITIES OF KRKONOŠE MTS. TUNDRA BASED ON LABORATORY SPECTROSCOPY AND AERIAL HYPERSPECTRAL DATA
L. Červená, G. Pinlová, Z. Lhotáková, E. Neuwirthová, L. Kupková, M. Potůčková, J. Lysák, P. Campbell, and J. Albrechtová
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