| An International Comparison of Individual Tree Detection and Extraction Using Airborne Laser Scanning H Kaartinen, J Hyyppä, X Yu, M Vastaranta, H Hyyppä, A Kukko, ... Remote Sensing 4 (4), 950-974, 2012 | 407 | 2012 |
| Fast automatic precision tree models from terrestrial laser scanner data P Raumonen, M Kaasalainen, M Åkerblom, S Kaasalainen, H Kaartinen, ... Remote Sensing 5 (2), 491-520, 2013 | 388 | 2013 |
| Terrestrial laser scanning in forest inventories X Liang, V Kankare, J Hyyppä, Y Wang, A Kukko, H Haggrén, X Yu, ... ISPRS Journal of Photogrammetry and Remote Sensing 115, 63-77, 2016 | 339 | 2016 |
| Remote sensing technologies for enhancing forest inventories: A review JC White, NC Coops, MA Wulder, M Vastaranta, T Hilker, P Tompalski Canadian Journal of Remote Sensing 42 (5), 619-641, 2016 | 306 | 2016 |
| Predicting individual tree attributes from airborne laser point clouds based on the random forests technique X Yu, J Hyyppä, M Vastaranta, M Holopainen, R Viitala ISPRS Journal of Photogrammetry and Remote Sensing 66 (1), 28-37, 2011 | 302 | 2011 |
| The utility of image-based point clouds for forest inventory: A comparison with airborne laser scanning JC White, MA Wulder, M Vastaranta, NC Coops, D Pitt, M Woods Forests 4 (3), 518-536, 2013 | 260 | 2013 |
| Automatic Stem Mapping Using Single-Scan Terrestrial Laser Scanning X Liang, P Litkey, J Hyyppä, H Kaartinen, M Vastaranta, M Holopainen Geoscience and Remote Sensing, IEEE Transactions on, 1-10, 2012 | 219 | 2012 |
| A best practices guide for generating forest inventory attributes from airborne laser scanning data using an area-based approach JC White, MA Wulder, A Varhola, M Vastaranta, NC Coops, BD Cook, ... The Forestry Chronicle 89 (6), 722-723, 2013 | 216 | 2013 |
| Individual tree biomass estimation using terrestrial laser scanning V Kankare, M Holopainen, M Vastaranta, E Puttonen, X Yu, J Hyyppä, ... ISPRS Journal of Photogrammetry and Remote Sensing 75, 64-75, 2013 | 202 | 2013 |
| Airborne laser scanning and digital stereo imagery measures of forest structure: comparative results and implications to forest mapping and inventory update M Vastaranta, MA Wulder, JC White, A Pekkarinen, S Tuominen, ... Canadian Journal of Remote Sensing 39 (5), 382-395, 2013 | 166 | 2013 |
| Advances in forest inventory using airborne laser scanning J Hyyppä, X Yu, H Hyyppä, M Vastaranta, M Holopainen, A Kukko, ... Remote sensing 4 (5), 1190-1207, 2012 | 154 | 2012 |
| Outlook for the next generation’s precision forestry in Finland M Holopainen, M Vastaranta, J Hyyppä Forests 5 (7), 1682-1694, 2014 | 119 | 2014 |
| International benchmarking of terrestrial laser scanning approaches for forest inventories X Liang, J Hyyppä, H Kaartinen, M Lehtomäki, J Pyörälä, N Pfeifer, ... ISPRS journal of photogrammetry and remote sensing 144, 137-179, 2018 | 116 | 2018 |
| Comparison of area-based and individual tree-based methods for predicting plot-level forest attributes X Yu, J Hyyppä, M Holopainen, M Vastaranta Remote Sensing 2 (6), 1481-1495, 2010 | 115 | 2010 |
| Retrieval of forest aboveground biomass and stem volume with airborne scanning LiDAR V Kankare, M Vastaranta, M Holopainen, M Räty, X Yu, J Hyyppä, ... Remote Sensing 5 (5), 2257-2274, 2013 | 111 | 2013 |
| Tree mapping using airborne, terrestrial and mobile laser scanning–A case study in a heterogeneous urban forest M Holopainen, V Kankare, M Vastaranta, X Liang, Y Lin, M Vaaja, X Yu, ... Urban forestry & urban greening 12 (4), 546-553, 2013 | 99 | 2013 |
| Comparison of laser and stereo optical, SAR and InSAR point clouds from air-and space-borne sources in the retrieval of forest inventory attributes X Yu, J Hyyppä, M Karjalainen, K Nurminen, K Karila, M Vastaranta, ... Remote Sensing 7 (12), 15933-15954, 2015 | 94 | 2015 |
| Status and prospects for LiDAR remote sensing of forested ecosystems MA Wulder, NC Coops, AT Hudak, F Morsdorf, R Nelson, G Newnham, ... Canadian Journal of Remote Sensing 39 (sup1), S1-S5, 2013 | 94 | 2013 |
| Combination of individual tree detection and area-based approach in imputation of forest variables using airborne laser data M Vastaranta, V Kankare, M Holopainen, X Yu, J Hyyppä, H Hyyppä ISPRS Journal of Photogrammetry and Remote Sensing 67, 73-79, 2012 | 91 | 2012 |
| Prediction of plot-level forest variables using TerraSAR-X stereo SAR data M Karjalainen, V Kankare, M Vastaranta, M Holopainen, J Hyyppä Remote Sensing of Environment, 2011 | 76 | 2011 |
Markus HolopainenProfessor of Geoinformatics, University of Helsinki, Department of Forest SciencesVerified email at helsinki.fi
