Päivi Lyytikäinen-Saarenmaa
Visiting Researcher
School of Forest Sciences, Faculty of Science, Forestry and Technology
Research groups
Publications
13/13 items-
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: 1871-1892 A1 Journal article (refereed), original research -
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. [Epub ahead of print 01 Oct 2024]: 1-28 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: . 4928 A1 Journal article (refereed), original research -
Defoliation-Induced Growth Reduction of Pinus sylvestris L. after a Prolonged Outbreak of Diprion pini L.—A Case Study from Eastern Finland
Blomqvist, Minna; Lyytikäinen-Saarenmaa, Päivi; Kosunen, Maiju; Kantola, Tuula; Holopainen, Markus. 2022. Forests. 13: 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: . 6257 A1 Journal article (refereed), original research -
Multispectral Imagery Provides Benefits for Mapping Spruce Tree Decline Due to Bark Beetle Infestation When Acquired Late in the Season
Junttila, Samuli; Näsi, Roope; Koivumäki, Niko; Imangholiloo, Mohammad; Saarinen, Ninni; Raisio, Juha; Holopainen, Markus; Hyyppä, Hannu; Hyyppä, Juha; Lyytikäinen-Saarenmaa, Päivi; Vastaranta, Mikko; Honkavaara, Eija. 2022. Remote sensing. 14: A1 Journal article (refereed), original research -
Spatial distribution of hemlock woolly adelgid induced hemlock mortality in the Southern Appalachians
Kantola Tuula, Lyytikäinen-Saarenmaa Päivi, Coulson Robert N, Strauch Sheryl, Tchakerian Maria, Holopainen Markus, Saarenmaa Hannu, Streett Douglas. 2014. Open journal of forestry. 4: 492-506 A1 Journal article (refereed), original research -
Growth losses and economic consequences of pine sawfly defoliation
Lyytikäinen-Saarenmaa Päivi;Tomppo Erkki. 2000. -
Kansallinen metsäohjelma ei huomioi hyönteistuhoja
Lyytikäinen-Saarenmaa Päivi. 2000. Helsingin Sanomat. : E1 Popularised article, newspaper article -
Mäntypistiäistuhoista vuosikausien kasvutappiot
Lyytikäinen-Saarenmaa Päivi;Tomppo Erkki. 2000. Karjalainen. : E1 Popularised article, newspaper article