| The potential of dual-wavelength terrestrial lidar in early detection of Ips typographus (L.) infestation–Leaf water content as a proxy S Junttila, M Holopainen, M Vastaranta, P Lyytikäinen-Saarenmaa, ... Remote Sensing of Environment 231, 111264, 2019 | 39 | 2019 |
| Measuring leaf water content with dual-wavelength intensity data from terrestrial laser scanners S Junttila, M Vastaranta, X Liang, H Kaartinen, A Kukko, S Kaasalainen, ... Remote Sensing 9 (1), 8, 2016 | 35 | 2016 |
| Close-range remote sensing of forests: The state of the art, challenges, and opportunities for systems and data acquisitions X Liang, A Kukko, I Balenović, N Saarinen, S Junttila, V Kankare, ... IEEE geoscience and remote sensing magazine 10 (3), 32-71, 2022 | 31 | 2022 |
| Can leaf water content be estimated using multispectral terrestrial laser scanning? A case study with Norway spruce seedlings S Junttila, J Sugano, M Vastaranta, R Linnakoski, H Kaartinen, A Kukko, ... Frontiers in plant science 9, 299, 2018 | 31 | 2018 |
| Investigating bi-temporal hyperspectral LiDAR measurements from declined trees—Experiences from laboratory test S Junttila, S Kaasalainen, M Vastaranta, T Hakala, O Nevalainen, ... Remote Sensing 7 (10), 13863-13877, 2015 | 26 | 2015 |
| Multispectral imagery provides benefits for mapping spruce tree decline due to bark beetle infestation when acquired late in the season S Junttila, R Näsi, N Koivumäki, M Imangholiloo, N Saarinen, J Raisio, ... Remote Sensing 14 (4), 909, 2022 | 25 | 2022 |
| Understanding 3D structural complexity of individual Scots pine trees with different management history N Saarinen, K Calders, V Kankare, T Yrttimaa, S Junttila, V Luoma, ... Ecology and Evolution 11 (6), 2561-2572, 2021 | 25 | 2021 |
| Structural changes in boreal forests can be quantified using terrestrial laser scanning T Yrttimaa, V Luoma, N Saarinen, V Kankare, S Junttila, M Holopainen, ... Remote Sensing 12 (17), 2672, 2020 | 23 | 2020 |
| Effects of water availability on a forestry pathosystem: fungal strain-specific variation in disease severity R Linnakoski, J Sugano, S Junttila, P Pulkkinen, FO Asiegbu, KM Forbes Scientific reports 7 (1), 13501, 2017 | 19 | 2017 |
| Close-range hyperspectral spectroscopy reveals leaf water content dynamics S Junttila, T Hölttä, N Saarinen, V Kankare, T Yrttimaa, J Hyyppä, ... Remote Sensing of Environment 277, 113071, 2022 | 16 | 2022 |
| Exploring tree growth allometry using two-date terrestrial laser scanning T Yrttimaa, V Luoma, N Saarinen, V Kankare, S Junttila, M Holopainen, ... Forest Ecology and Management 518, 120303, 2022 | 14 | 2022 |
| Effect of forest structure and health on the relative surface temperature captured by airborne thermal imagery–Case study in Norway Spruce-dominated stands in Southern Finland S Junttila, M Vastaranta, J Hämäläinen, P Latva-Käyrä, M Holopainen, ... Scandinavian Journal of Forest Research 32 (2), 154-165, 2017 | 14 | 2017 |
| Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale S Li, M Brandt, R Fensholt, A Kariryaa, C Igel, F Gieseke, T Nord-Larsen, ... PNAS nexus 2 (4), pgad076, 2023 | 13 | 2023 |
| UAV-based reference data for the prediction of fractional cover of standing deadwood from Sentinel time series F Schiefer, S Schmidtlein, A Frick, J Frey, R Klinke, K Zielewska-Büttner, ... ISPRS Open Journal of Photogrammetry and Remote Sensing 8, 100034, 2023 | 13 | 2023 |
| Terrestrial laser scanning intensity captures diurnal variation in leaf water potential S Junttila, T Hölttä, E Puttonen, M Katoh, M Vastaranta, H Kaartinen, ... Remote Sensing of Environment 255, 112274, 2021 | 12 | 2021 |
| Airborne laser scanning outperforms the alternative 3D techniques in capturing variation in tree height and forest density in southern boreal forests M Vastaranta, T Yrttimaa, N Saarinen, X Yu, M Karjalainen, K Nurminen, ... Baltic forestry 24 (2), 268-277, 2018 | 12 | 2018 |
| Capturing seasonal radial growth of boreal trees with terrestrial laser scanning T Yrttimaa, S Junttila, V Luoma, K Calders, V Kankare, N Saarinen, ... Forest Ecology and Management 529, 120733, 2023 | 10 | 2023 |
| Tree water status affects tree branch position S Junttila, M Campos, T Hölttä, L Lindfors, A El Issaoui, M Vastaranta, ... Forests 13 (5), 728, 2022 | 6 | 2022 |
| Effects of stem density on crown architecture of Scots Pine trees N Saarinen, V Kankare, S Huuskonen, J Hynynen, S Bianchi, T Yrttimaa, ... Frontiers in plant science 13, 817792, 2022 | 6 | 2022 |
| Tree water status affects tree branch position. Forests 13 (5), 728 S Junttila, M Campos, T Hölttä, L Lindfors, A El Issaoui, M Vastaranta, ... | 5 | 2022 |
Mikko VastarantaProfessor, School of Forest Sciences, University of Eastern FinlandVerified email at uef.fi
