Eija Honkavaara

Environmental Science · Physical Sciences

44h-index8.1kcitations251works2.82yr avg
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Research Topics

Remote Sensing and LiDAR Applications(130), Remote Sensing in Agriculture(102), 3D Surveying and Cultural Heritage(65), Forest ecology and management(32), Forest Ecology and Biodiversity Studies(28)

Publications251 total

Learning Image-based Tree Crown Segmentation from Enhanced Lidar-based Pseudo-labels
arXiv (Cornell University)·2026Open Access
Learning Image-based Tree Crown Segmentation from Enhanced Lidar-based Pseudo-labels
ArXiv.org·2026Open Access
Deep Learning-based Robust Autonomous Navigation of Aerial Robots in Dense Forests
ArXiv.org·2025Open Access
Deep Learning-based Robust Autonomous Navigation of Aerial Robots in Dense Forests
arXiv (Cornell University)·2025Open Access
Field evaluation and optimization of a lightweight autonomous lidar-based UAV system based on a rigorous experimental setup in boreal forest environments
ArXiv.org·2025Open Access
Towards autonomous photogrammetric forest inventory using a lightweight under-canopy robotic drone
International Journal of Remote Sensing·2025Open Access
Domain Generalization in Deep Learning for Forest Health Monitoring Using Multispectral UAS Data
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Autonomous Drone Navigation in Forest Environments Using Deep Learning
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Bimodal MorphoCopter for Wildfire Suppression: Transforming Quadcopters to All-Terrain-Vehicles (ATV)
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Evaluating the performance of a lidar-based autonomous flying system for flying inside forest
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
A Multiview UAV Imagery-Based Method for Assessing Spruce Tree Health at the Individual Tree Level
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
A Collaborative GIS for Planning of Urban Drone Launch and Landing Site Locations
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Optimizing high-resolution multi-view drone imaging for detecting foreign grains in gluten-free oat production fields
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Evaluation of forage grass biomass estimation models using multispectral drone imaging across multiple sites
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Finding 3D Positions of Distant Objects from Noisy Camera Movement and Semantic Segmentation Sequences
arXiv (Cornell University)·2025Open Access
Mechanisms and Control Strategies for Morphing Structures in Quadrotors: A Review and Future Prospects
Drones·2025· 2 citedOpen Access
Boreal Forest Fire: UAV-collected Wildfire Detection and Smoke Segmentation Dataset
Scientific Data·2025· 5 citedOpen Access
Carotenoids increase as an indicator of early stress of trees: estimations using Green Shoulder Indices from hyperspectral drone data and radiative transfer model PROSAIL
2025
Evaluation of Resolving Power and MTF of DMC
Aeronautical and Aerospace Engineering·2025· 24 citedOpen Access
A Taxonomy of Sensors, Calibration and Computational Methods, and Applications of Mobile Mapping Systems: A Comprehensive Review
Remote Sensing·2025· 2 citedOpen Access
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Frequent Co-authors

Teemu Hakala(17), Juha Hyyppä(15), Roope Näsi(13), Harri Kaartinen(11), Niko Viljanen(10), Lauri Markelin(10), Heikki Saari(9), Ilkka Pölönen(9), Tomi Rosnell(9), Jere Kaivosoja(8), Antônio Maria Garcia Tommaselli(8), Markus Holopainen(7), Paula Litkey(6), Antero Kukko(6), Jussi Mäkynen(5), Olli Nevalainen(5), Xiaowei Yu(5), Nilton Nobuhiro Imai(5), Xinlian Liang(5), Yunsheng Wang(5)