Tutkimusaiheita:
Kasvillisuuden vesidynamiikka
Kaukokartoitus (erityisesti laserkeilaus)
Metsien heikentyminen ja puiden kuolleisuus
Tiedeviestintä
Tutkimusryhmät
Julkaisut
21 kappaletta-
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: . 4928 -
Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale
Li, Sizhuo; Brandt, Martin; Fensholt, Rasmus; Kariryaa, Ankit; Igel, Christian; Gieseke, Fabian; Nord-Larsen, Thomas; Oehmcke, Stefan; Carlsen, Ask Holm; Junttila, Samuli; Tong, Xiaoye; d'Aspremont, Alexandre; Ciais, Philippe. 2023. PNAS nexus. 2: 1-16 -
Influence of phenology on waveform features in deciduous and coniferous trees in airborne LiDAR
Korpela, Ilkka; Polvivaara, Antti; Hovi, Aarne; Junttila, Samuli; Holopainen, Markus. 2023. Remote sensing of environment. 293: . 113618 -
StrucNet: a global network for automated vegetation structure monitoring
Calders, Kim; Brede, Benjamin; Newnham, Glenn; Culvenor, Darius; Armston, John; Bartholomeus, Harm; Griebel, Anne; Hayward, Jodie; Junttila, Samuli; Lau, Alvaro; Levick, Shaun; Morrone, Rosalinda; Origo, Niall; Pfeifer, Marion; Verbesselt, Jan; Herold, Martin. 2023. Remote sensing in ecology and conservation. 9: 587-598 -
The Database of European Forest Insect and Disease Disturbances: DEFID2
Forzieri, Giovanni; Dutrieux, Loïc P; Elia, Agata; Eckhardt, Bernd; Caudullo, Giovanni; Taboada, Flor Álvarez; Andriolo, Alessandro; Bălăcenoiu, Flavius; Bastos, Ana; Buzatu, Andrei; Dorado, Fernando Castedo; Dobrovolný, Lumír; Duduman, Mihai‐Leonard; Fernandez‐Carrillo, Angel; Hernández‐Clemente, Rocío; Hornero, Alberto; Ionuț, Săvulescu; Lombardero, María J; Junttila, Samuli; Lukeš, Petr; Marianelli, Leonardo; Mas, Hugo; Mlčoušek, Marek; Mugnai, Francesco; Nețoiu, Constantin; Nikolov, Christo;. 2023. Global change biology. 29: 6040-6065 -
UAV-based reference data for the prediction of fractional cover of standing deadwood from Sentinel time series
Schiefer, Felix; Schmidtlein, Sebastian; Frick, Annett; Frey, Julian; Klinke, Randolf; Zielewska-Büttner, Katarzyna; Junttila, Samuli; Uhl, Andreas; Kattenborn, Teja. 2023. ISPRS open journal of photogrammetry and remote sensing. 8: 100034 -
A Novel Method to Simultaneously Measure Leaf Gas Exchange and Water Content
Junttila, Samuli; Hölttä, Teemu; Salmon, Yann; Filella, Iolanda; Peñuelas, Josep. 2022. Remote sensing. 14: . 3693 -
Adding single tree features and correcting edge tree effects enhance the characterization of seedling stands with single-photon airborne laser scanning
Imangholiloo, M.; Yrttimaa, T.; Mattsson, T.; Junttila, S.; Holopainen, M.; Saarinen, N.; Savolainen, P.; Hyyppä, J.; Vastaranta, M.. 2022. Isprs journal of photogrammetry and remote sensing. 191: 129-142 -
Capturing seasonal radial growth of boreal trees with terrestrial laser scanning
Yrttimaa, T; Junttila, S; Luoma, V; Calders, K; Kankare, V; Saarinen, N; Kukko, A; Holopainen, M; Hyyppä, J; Vastaranta, M. 2022. Forest ecology and management. 2023; 529: -
Close-Range Remote Sensing of Forests: The State of the Art, Challenges, and Opportunities for Systems and Data Acquisitions
Liang, Xinlian; Kukko, Antero; Balenovic, Ivan; Ninni, Saarinen; Junttila, Samuli; Kankare, Ville; Holopainen, Markus; Martin, Mokros; Surovy, Peter; Kaartinen, Harri; Luka, Jurjevic; Honkavaara, Eija; Nasi, Roope; Jingbin, Liu; Hollaus, Markus; Tian, Jiaojiao; Yu, Xiaowei; Jie, Pan; Shangshu, Cai; Virtanen, Juho-Pekka; Wang, Yunsheng; Hyyppa, Juha. 2022. IEEE geoscience and remote sensing magazine. 10: 32-71