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
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
3722012
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
3542013
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
2922016
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
2822011
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
1992015
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
1992011
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
1862013
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
1572013
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
1452012
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
1372012
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
1352013
Outlook for the next generation’s precision forestry in Finland
M Holopainen, M Vastaranta, J Hyyppä
Forests 5 (7), 1682-1694, 2014
1062014
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
1062010
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
1002013
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
902013
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
892009
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
862015
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
822012
Forest inventory using small-footprint airborne lidar
J Hyyppä, H Hyyppä, X Yu, H Kaartinen, A Kukko, M Holopainen
Topographic Laser Ranging and Scanning: Principles and Processing. CRC press …, 2009
822009
The calibration of digitized aerial photographs for forest stratification
M Holopainen, G Wang
International Journal of Remote Sensing 19 (4), 677-696, 1998
781998
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