Markus Holopainen
Markus Holopainen
Professor of Geoinformatics, University of Helsinki, Department of Forest Sciences
Verified email at helsinki.fi
Title
Cited by
Cited by
Year
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
4352013
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
4342012
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
4072016
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
3262011
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
2562015
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, 2011
2362011
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
2242013
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
1832013
Automated stem curve measurement using terrestrial laser scanning
X Liang, V Kankare, X Yu, J Hyyppä, M Holopainen
IEEE Transactions on Geoscience and Remote Sensing 52 (3), 1739-1748, 2013
1772013
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
1672012
Forest variable estimation using a high-resolution digital surface model
J Järnstedt, A Pekkarinen, S Tuominen, C Ginzler, M Holopainen, ...
ISPRS Journal of Photogrammetry and Remote Sensing 74, 78-84, 2012
1562012
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
1532018
Outlook for the next generation’s precision forestry in Finland
M Holopainen, M Vastaranta, J Hyyppä
Forests 5 (7), 1682-1694, 2014
1292014
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
1202010
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
1162013
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
1062013
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
1022015
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
982012
Airborne small-footprint discrete-return LiDAR data in the assessment of boreal mire surface patterns, vegetation, and habitats
I Korpela, M Koskinen, H Vasander, M Holopainen, K Minkkinen
Forest ecology and management 258 (7), 1549-1566, 2009
972009
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
962018
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