Johanna Tuviala
Project Researcher
School of Forest Sciences, Faculty of Science, Forestry and Technology
Research groups
Publications
6/6 items-
Infestation symptoms as indicators of a sustained bark beetle outbreak in conserved and managed Norway spruce forests in south-eastern Finland
Simon, Diana-Cristina; Lyytikäinen-Saarenmaa, Päivi; Pelto-Arvo, Mikko; Tuviala, Johanna; Kosunen, Maiju; Honkavaara, Eija; Näsi, Roope; Tikkanen, Olli-Pekka; Kilpeläinen, Antti; Peltola, Heli, 2025, European journal of forest research, 144, 3, 377-391. A1 Journal article (refereed), original research -
Exploring forest changes in an Ips typographus L. outbreak area: insights from multi-temporal multispectral UAS remote sensing
Östersund, Madeleine; Honkavaara, Eija; Oliveira, Raquel A; Näsi, Roope; Hakala, Teemu; Koivumäki, Niko; Pelto-Arvo, Mikko; Tuviala, Johanna; Nevalainen, Olli; Lyytikäinen-Saarenmaa, Päivi, 2024, European journal of forest research, 143, 6, 1871-1892. A1 Journal article (refereed), original research -
Large-Area UAS-Based Forest Health Monitoring Utilizing a Hydrogen-Powered Airship and Multispectral Imaging
Turkulainen, Emma; Hietala, Janne; Jormakka, Jiri; Tuviala, Johanna; de Oliveira, Raquel Alves; Koivumäki, Niko; Karila, Kirsi; Näsi, Roope; Suomalainen, Juha; Pelto-Arvo, Mikko; Lyytikäinen-Saarenmaa, Päivi; Honkavaara, Eija, 2024, 559-564. A4 Conference proceedings -
Towards scalable wide area UAS monitoring of forest disturbance using hydrogen powered airships
Turkulainen, Emma; Hietala, Janne; Jormakka, Jiri; Tuviala, Johanna; de Oliveira, Raquel Alves; Koivumaeki, Niko; Karila, Kirsi; Naesi, Roope; Suomalainen, Juha; Pelto-Arvo, Mikko; Lyytikaeinen-Saarenmaa, Paeivi; Honkavaara, Eija, 2024, International journal of remote sensing, 2025; 46, 1, 177-204. A1 Journal article (refereed), original research -
Comparison of Deep Neural Networks in the Classification of Bark Beetle-Induced Spruce Damage Using UAS Images
Turkulainen, Emma; Honkavaara, Eija; Näsi, Roope; Oliveira, Raquel A.; Hakala, Teemu; Junttila, Samuli; Karila, Kirsi; Koivumäki, Niko; Pelto-Arvo, Mikko; Tuviala, Johanna; Östersund, Madeleine; Pölönen, Ilkka; Lyytikäinen-Saarenmaa, Päivi, 2023, Remote sensing, 15, 20, 4928. A1 Journal article (refereed), original research -
Estimating Tree Health Decline Caused by Ips typographus L. from UAS RGB Images Using a Deep One-Stage Object Detection Neural Network †
Kanerva, Heini; Honkavaara, Eija; Näsi, Roope; Hakala, Teemu; Junttila, Samuli; Karila, Kirsi; Koivumäki, Niko; Alves Oliveira, Raquel; Pelto-Arvo, Mikko; Pölönen, Ilkka; Tuviala, Johanna; Östersund, Madeleine; Lyytikäinen-Saarenmaa, Päivi, 2022, Remote sensing, 14, 24, 6257. A1 Journal article (refereed), original research