Samuli Junttila
Associate Professor
Associate professor in Forest Health and Earth Observation
School of Forest Sciences, Faculty of Science, Forestry and Technology
[email protected] | +358 50 305 1004
Research topics and interests:
Vegetation water dynamics
Remote sensing (especially laser scanning)
Forest decline and tree mortality
Science communication
Research groups
Publications
37/37 items-
Benchmarking tree species classification from proximally sensed laser scanning data: Introducing the FOR-species20K dataset
Puliti, Stefano; Lines, Emily R; Müllerová, Jana; Frey, Julian; Schindler, Zoe; Straker, Adrian; Allen, Matthew J; Winiwarter, Lukas; Rehush, Nataliia; Hristova, Hristina; Murray, Brent; Calders, Kim; Coops, Nicholas; Höfle, Bernhard; Irwin, Liam; Junttila, Samuli; Krůček, Martin; Krok, Grzegorz; Král, Kamil; Levick, Shaun R; Luck, Linda; Missarov, Azim; Mokroš, Martin; Owen, Harry JF; Stereńczak, Krzysztof; Pitkänen, Timo P; Puletti, Nicola; Saarinen, Ninni; Hopkinson, Chris; Terryn, Louise; To. 2025. Methods in ecology and evolution. 16: 801-818 A1 Journal article (refereed), original research -
Influence of bark beetle infestation on stem diameter dynamics
Junttila, Samuli; Yrttimaa, Tuomas; Blomqvist, Minna; Paljakka, Teemu; Pelto-Arvo, Mikko; Vastaranta, Mikko. 2025. Trees, forests and people. 19: A1 Journal article (refereed), original research -
Quantifying the drivers of tree mortality: A case study from urban recreational boreal forest
Jääskeläinen, Johanna; Junttila, Samuli; O’Sullivan, Hannah; Cheng, Yan; Horion, Stéphanie; Vastaranta, Mikko. 2025. Urban forestry and urban greening. 104: A1 Journal article (refereed), original research -
Remote sensing approaches for assessing and monitoring forest health
Junttila, Samuli. Teoksessa: Asiegbu, Fred O; Kovalchuk, Andriy(toim.) , 2025. Biotechnology Applications in Forestry:. s. 419-431. Academic press B2 Book section -
Towards a global understanding of tree mortality
International Tree Mortality Network. 2025. New phytologist. 245: 2377-2392 A1 Journal article (refereed), original research -
A study of annual tree-wise LiDAR intensity patterns of boreal species observed using a hyper-temporal laser scanning time series
Shcherbacheva, Anna; Campos, Mariana B; Wang, Yunsheng; Liang, Xinlian; Kukko, Antero; Hyyppä, Juha; Junttila, Samuli; Lintunen, Anna; Korpela, Ilkka; Puttonen, Eetu. 2024. Remote sensing of environment. 305: . 114083 A1 Journal article (refereed), original research -
An Intelligent System for Determining the Degree of Tree Bark Beetle Damage Based on the Use of Unmanned Aerial Vehicles
Sineglazov, Victor; Hordun, Mykhailo; Junttila, Samuli. Teoksessa: Tovkach, Serhii(toim.) , 2024. 2024 IEEE 7th International Conference on Actual Problems of Unmanned Aerial Vehicles Development, APUAVD 2024 - Proceedings. s. 9-12. IEEE A4 Conference proceedings -
An intelligent system for determining the degree of tree bark beetle damage based on the use of generative‐adversarial neural networks
Victor, Sineglazov; Mykhailo, Hordun; Samuli, Junttila. 2024. Plant-environment interactions. 5: A1 Journal article (refereed), original research -
Bark beetle pre-emergence detection using multi-temporal hyperspectral drone images: Green shoulder indices can indicate subtle tree vitality decline
Huo, Langning; Koivumäki, Niko; Oliveira, Raquel A; Hakala, Teemu; Markelin, Lauri; Näsi, Roope; Suomalainen, Juha; Polvivaara, Antti; Junttila, Samuli; Honkavaara, Eija. 2024. Isprs journal of photogrammetry and remote sensing. 216: 200-216 A1 Journal article (refereed), original research -
Detecting tree mortality using waveform features of airborne LiDAR
Polvivaara, Antti; Korpela, Ilkka; Vastaranta, Mikko; Junttila, Samuli. 2024. Remote sensing of environment. 303: A1 Journal article (refereed), original research