Mikko Vastaranta
Professor
Digitalization and Knowledge Leadership in Forest-based Bioeconomy
School of Forest Sciences, Faculty of Science, Forestry and Technology
[email protected] | +358 50 512 7051
Dr. Mikko Vastaranta is a professor at the University of Eastern Finland’s School of Forest Sciences. He earned his M.Sc. (2007) and PhD (2012) in forest resource science and technology from the University of Helsinki, where he also holds an adjunct professorship in remote sensing of forests. He has held positions as a research scientist at the Centre of Excellence in Laser Scanning Research, university lecturer in forest planning (University of Helsinki), visiting research scientist at the Pacific Forestry Centre (Canadian Forestry Service, Natural Resources Canada), and visiting professor at Shinshu University (Japan). His research focuses on developing remote sensing and geospatial technologies to measure, monitor, and better understand forests. Vastaranta has authored over 150 peer-reviewed scientific articles, and his recent publications can be found on Google Scholar.
Research groups
Publications
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Assessing annual change in forest canopy mortality in Southern Finland, using very high-resolution satellite imagery and deep learning
Ajithkumar, Nivedhitha; Blomqvist, Minna; Ahishali, Mete; Laukkanen, Ville; Peltola, Heli; Vastaranta, Mikko; Junttila, Samuli, 2026, IEEE journal of selected topics in applied earth observations and remote sensing, 19, 28395-28410. A1 Journal article (refereed), original research -
Assessing the effects of forest structure on vegetation optical depth in boreal forests
Ajithkumar, Nivedhitha; Junttila, Samuli; Saarinen, Ninni; Vastaranta, Mikko, 2026, Scandinavian journal of forest research, 41, 4, 298-310. A1 Journal article (refereed), original research -
Assessing the transferability of airborne laser scanning based models for predicting natural forest attributes
Maltamo, Matti; Keskinen, Rosita; Packalen, Petteri; Vastaranta, Mikko; Hyyppä, Juha; Räty, Janne; Korhonen, Lauri, 2026, Baltic forestry, 32, 1, id859. A1 Journal article (refereed), original research -
Augmented reality game mechanics influence the accuracy of crowdsourced LiDAR-based tree measurements
Liikonen, Lauri; Erkkilä, Aapo; Kamula, Teemu; Honkanen, Eppu; Liimatainen, Kaisa; Uhlgren, Ville Veikko; Yrttimaa, Tuomas; Nummenmaa, Timo; Hamari, Juho; Vastaranta, Mikko, 2026, Urban forestry and urban greening, 121, 129466. A1 Journal article (refereed), original research -
Bi-temporal terrestrial laser scanning to measure secondary growth of trees: toward non-destructive assessment of wood properties
Kamula, Teemu; Yrttimaa, Tuomas; Cimdins, Reinis; Polvivaara, Antti; Kukko, Antero; Holopainen, Markus; Vastaranta, Mikko, 2026, Scandinavian journal of forest research, 41, 4, 363-378. A1 Journal article (refereed), original research -
FOR-age: Benchmarking individual tree age estimation using 3D deep learning on dense laser scanning data
Puliti, Stefano; Xiang, Binbin; Wielgosz, Maciej; Handegard, Eivind; Cattaneo, Nicolas; Vergarechea, Marta; Gobakken, Terje; Hyyppä, Juha; Næsset, Erik; Vastaranta, Mikko; Yrttimaa, Tuomas; Astrup, Rasmus, 2026, Remote sensing of environment, 342, 115462. A1 Journal article (refereed), original research -
Measuring forest inventory attributes using Faro Orbis Mobile laser scanner in managed boreal forests
Liikonen, Lauri; Yrttimaa, Tuomas; Erkkilä, Aapo; Paakkari, Johanna; Pitkänen, Timo; Kotivuori, Eetu; Vastaranta, Mikko, 2026, Forestry, 99, 3, cpag028. A1 Journal article (refereed), original research -
Multispectral airborne laser scanning for tree species classification: A benchmark of machine learning and deep learning algorithms
Taher, Josef; Hyyppa, Eric; Hyyppa, Matti; Salolahti, Klaara; Yu, Xiaowei; Matikainen, Leena; Kukko, Antero; Lehtomaki, Matti; Kaartinen, Harri; Thurachen, Sopitta; Litkey, Paula; Luoma, Ville; Holopainen, Markus; Kong, Gefei; Fan, Hongchao; Ronnholm, Petri; Vaaja, Matti; Polvivaara, Antti; Junttila, Samuli; Vastaranta, Mikko; Puliti, Stefano; Astrup, Rasmus; Kostensalo, Joel; Myllymaki, Mari; Kulicki, Maksymilian; Sterenczak, Krzysztof; Pires, Raul De Paula; Valbuena, Ruben; Carbonell-Rivera, J, 2026, Isprs journal of photogrammetry and remote sensing, 233, 278-309. A1 Journal article (refereed), original research -
Optimizing bilberry yield models: Comparison of yield estimation strategies and inter-annual transferability
Hyyppä, Susanna; Matikainen, Leena; Hyyppä, Matti; Taher, Josef; Yu, Xiaowei; Saarinen, Oskari; Luoma, Ville; Kaartinen, Harri; Karila, Kirsi; Turtiainen, Marjut; Vastaranta, Mikko; Kukko, Antero; Hyyppä, Eric; Hyyppä, Juha, 2026, ISPRS open journal of photogrammetry and remote sensing, 22, 100152. A1 Journal article (refereed), original research -
Satellite embeddings as complementary predictors of standing dead-tree volume fraction in boreal forests
Chowdhury, Anwarul Islam; Ahishali, Mete; Vastaranta, Mikko; Uddin, Md. Jamal; Junttila, Samuli, 2026, Ecological informatics, 98, 104013. A1 Journal article (refereed), original research

