| Using UAV-based photogrammetry and hyperspectral imaging for mapping bark beetle damage at tree-level R Näsi, E Honkavaara, P Lyytikäinen-Saarenmaa, M Blomqvist, P Litkey, ... Remote Sensing 7 (11), 15467-15493, 2015 | 396 | 2015 |
| Remote sensing of bark beetle damage in urban forests at individual tree level using a novel hyperspectral camera from UAV and aircraft R Näsi, E Honkavaara, M Blomqvist, P Lyytikäinen-Saarenmaa, T Hakala, ... Urban Forestry & Urban Greening 30, 72-83, 2018 | 197 | 2018 |
| Classification of defoliated trees using tree-level airborne laser scanning data combined with aerial images T Kantola, M Vastaranta, X Yu, P Lyytikainen-Saarenmaa, M Holopainen, ... Remote Sensing 2 (12), 2665-2679, 2010 | 71 | 2010 |
| Spatial risk assessment of eastern monarch butterfly road mortality during autumn migration within the southern corridor T Kantola, JL Tracy, KA Baum, MA Quinn, RN Coulson Biological Conservation 231, 150-160, 2019 | 60 | 2019 |
| Single tree biomass modelling using airborne laser scanning V Kankare, M Räty, X Yu, M Holopainen, M Vastaranta, T Kantola, ... ISPRS journal of photogrammetry and remote sensing 85, 66-73, 2013 | 57 | 2013 |
| Area-based mapping of defoliation of Scots pine stands using airborne scanning LiDAR M Vastaranta, T Kantola, P Lyytikäinen-Saarenmaa, M Holopainen, ... Remote Sensing 5 (3), 1220-1234, 2013 | 47 | 2013 |
| Modeling fall migration pathways and spatially identifying potential migratory hazards for the eastern monarch butterfly JL Tracy, T Kantola, KA Baum, RN Coulson Landscape ecology 34, 443-458, 2019 | 38 | 2019 |
| Modelling the predisposition of Norway spruce to Ips typographus L. infestation by means of environmental factors in southern Finland M Blomqvist, M Kosunen, M Starr, T Kantola, M Holopainen, ... European Journal of Forest Research 137, 675-691, 2018 | 38 | 2018 |
| Automation aspects for the georeferencing of photogrammetric aerial image archives in forested scenes K Nurminen, P Litkey, E Honkavaara, M Vastaranta, M Holopainen, ... Remote Sensing 7 (2), 1565-1593, 2015 | 26 | 2015 |
| Development of a method for monitoring of insect induced forest defoliation–limitation of MODIS data in Fennoscandian forest landscapes PO Olsson, T Kantola, P Lyytikäinen-Saarenmaa, AM Jönsson, L Eklundh Silva Fennica 50 (2), 2016 | 25 | 2016 |
| Classification of needle loss of individual Scots pine trees by means of airborne laser scanning T Kantola, M Vastaranta, P Lyytikäinen-Saarenmaa, M Holopainen, ... Forests 4 (2), 386-403, 2013 | 25 | 2013 |
| Influence of soil and topography on defoliation intensity during an extended outbreak of the common pine sawfly (Diprion pini L.) M Kosunen, T Kantola, M Starr, M Blomqvist, M Talvitie, ... iForest-Biogeosciences and Forestry 10 (1), 164, 2016 | 20 | 2016 |
| Hemlock woolly adelgid niche models from the invasive eastern North American range with projections to native ranges and future climates T Kantola, J Tracy, P Lyytikäinen-Saarenmaa, HT Saarenmaa, R Coulson, ... IForest 12, 149-159, 2019 | 15 | 2019 |
| Mobile terrestrial laser scanning in urban tree inventory. M Holopainen, M Vastaranta, V Kankare, T Kantola, H Kaartinen, A Kukko, ... | 14 | 2011 |
| Tree biomass estimation using ALS features M Räty, V Kankare, X Yu, M Holopainen, M Vastaranta, T Kantola, ... SilviLaser 2011 proceedings, Oct, 16-20, 2011 | 12 | 2011 |
| Development of monitoring methods for Hemlock Woolly Adelgid induced tree mortality within a Southern Appalachian landscape with inhibited access T Kantola, P Lyytikäinen-Saarenmaa, RN Coulson, M Holopainen, ... iForest-Biogeosciences and Forestry 9 (2), 178, 2016 | 10 | 2016 |
| Spatial distribution of hemlock woolly adelgid induced hemlock mortality in the Southern Appalachians T Kantola, P Lyytikäinen-Saarenmaa, RN Coulson, S Strauch, ... Open Journal of Forestry 4 (05), 492, 2014 | 10 | 2014 |
| Adaptive Cluster Sampling in Inventorying Forest Damage by the Common Pine Sawfly (Diprion pini)(< Special Issue> Multipurpose Forest Management) M Talvitie, T Kantola, M Holopainen, P Lyytikainen-Saarenmaa Journal of Forest Planning 16, 141-147, 2011 | 9 | 2011 |
| Impacts of natural enemies and stand characteristics on cocoon mortality of the pine sawfly Diprion pini in a Fennoscandian boreal forest M Blomqvist, P Lyytikäinen-Saarenmaa, T Kantola, M Kosunen, M Talvitie, ... Silva Fennica 50 (5), 2016 | 8 | 2016 |
| Distribution and phenology of monarch butterfly larvae and their milkweed hosts in the South Central US JL Tracy, T Kantola, KA Baum, RN Coulson Biodiversity and Conservation 31 (7), 1797-1827, 2022 | 7 | 2022 |
Markus HolopainenProfessor of Geoinformatics, University of Helsinki, Department of Forest SciencesVerified email at helsinki.fi
