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Publications 2006 2019

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2018

Terrestrial laser scanning in volume and biomass modelling – Overview

Kankare, V. V., Saarinen, N. P., Pyörälä, J. K., Liang, X., Holopainen, M. E., Hyyppä, J. & Vastaranta, M. A., 2018, Proceedings of the 26th European Biomass Conference – Setting the course for a biobased economy: Copenhagen, Denmark 14 – 17 May 2018. Persson, M., Scarlat, N., Grassi, A. & Helm, P. (eds.). ETA-Florence Renewable Energies, p. 247-252 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
2017

Accuracy of High-Altitude Photogrammetric Point Clouds in Mapping

Tanhuanpaa, T., Saarinen, N., Kankare, V., Nurminen, K., Vastaranta, M., Honkavaara, E., Karjalainen, M., Yu, X., Holopainen, M. & Hyyppa, J., 2017, The Rise of Big Spatial Data. Ivan, I., Singleton, A., Horak, J. & Inspektor, T. (eds.). Springer International Publishing AG, p. 167-181 15 p. (Lecture Notes in Geoinformation and Cartography).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Errors in the Short-Term Forest Resource Information Update

Luoma, V., Vastaranta, M., Eyvindson, K., Kankare, V., Saarinen, N., Holopainen, M. & Hyyppa, J., 2017, The Rise of Big Spatial Data. Ivan, I., Singleton, A., Horak, J. & Inspektor, T. (eds.). Springer International Publishing AG, p. 155-166 12 p. (Lecture Notes in Geoinformation and Cartography).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

MEASURING LEAF WATER CONTENT USING MULTISPECTRAL TERRESTRIAL LASER SCANNING

Junttila, O. S., Vastaranta, M. A., Linnakoski, R. M., Sugano, J., Kaartinen, H., Kukko, A., Holopainen, M. E., Hyyppä, H. & Hyyppä, J., 19 Oct 2017, International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences: Frontiers in Spectral imaging and 3D Technologies for Geospatial Solutions. Honkavaara, E., Hu, B., Karantzalos, K., Liang, X., Müller, R., Nocerino, E., Pölönen, I. & Rönnholm, P. (eds.). Vol. Volume XLII-3/W3. 5 p. ( International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences ; vol. Volume XLII-3/W3).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

Outlook for the Single-Tree-Level Forest Inventory in Nordic Countries

Kankare, V., Holopainen, M., Vastaranta, M., Liang, X., Yu, X., Kaartinen, H., Kukko, A. & Hyyppa, J., 2017, The Rise of Big Spatial Data. Ivan, I., Singleton, A., Horak, J. & Inspektor, T. (eds.). Springer International Publishing AG, p. 183-195 13 p. (Lecture Notes in Geoinformation and Cartography).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2016

Laser scanning in modelling changes in vegetation – added value for existing data sets

Saarinen, N. P., Vastaranta, M. A., Holopainen, M. E., Hyyppä, J. & Hyyppä, H., 2016, The 19th AGILE International Conference on Geographic Information Science: Geospatial Data in a Changing World. Sarjakoski, T., Santos, M. Y. & Sarjakoski, L. T. (eds.). 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2015

Allocating Tree Crown Pruning with ALS-data - A Case Study in the City of Helsinki

Luoma, V., Tanhuanpää, T., Holopainen, M., Vastaranta, M., Saarinen, N., Kankare, V. & Hyyppä, J., 2015, 2015 Joint Urban Remote Sensing Event (JURSE) : March 30, 2015 - April 1, 2015, Lausanne, Switzerland. Piscataway: IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

COMPARISON OF TANDEM-X INSAR AND TERRASAR-X STEREO-RADARGRAMMETRIC 3D METRICS IN MAPPING OF FOREST RESOURCES

Karila, K., Karjalainen, M., Yu, X., Vastaranta, M., Holopainen, M. & Hyyppä, J., 2015, 36th International Symposium on Remote Sensing of Environment. Schreier, G., Skrovseth, PE. & Staudenrausch, H. (eds.). Cottingen: COPERNICUS GESELLSCHAFT MBH, p. 425-431 7 p. (International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences; vol. 47, no. W3).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Deriving canopy metrics of urban trees from airborne laser scanning data

Tanhuanpää, T., Kankare, V., Vastaranta, M., Saarinen, N., Holopainen, M. & Raisio, J., 2015, 2015 Joint Urban Remote Sensing Event (JURSE) : March 30, 2015 - April 1, 2015, Lausanne, Switzerland. Piscataway: IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Forest Inventory Attribute Estimation Using Airborne Laser Scanning, Aerial Stereo Imagery, Radargrammetry and Interferometry-Finnish Experiences of the 3d Techniques

Holopainen, M., Vastaranta, M., Karjalainen, M., Karila, K., Kaasalainen, S., Honkavaara, E. & Hyyppa, J., 2015, PIA15+HRIGI15 – Joint ISPRS conference: vol. II. Stilla, U. & Heipke, C. (eds.). Göttingen: Copernicus GMBH , p. 63-69 7 p. (International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences; vol. 43, no. W4/II).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

MAPPING THE RISK OF FOREST WIND DAMAGE USING AIRBORNE SCANNING LiDAR

Saarinen, N., Vastaranta, M., Honkavaara, E., Wulder, M. A., White, J. C., Litkey, P., Holopainen, M. & Hyyppa, J., 2015, PIA15+HRIGI15 - JOINT ISPRS CONFERENCE : VOL. I . Stilla, U. & Heipke, C. (eds.). Göttingen: Copernicus GMBH , p. 189-196 8 p. (International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences; vol. 43, no. W2/I).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2014

Combining large timespan photogrammetrically derived forest point clouds with lidar.

Litkey, P., Nurminen, K., Honkavaara, E., Vastaranta, M., Lyytikäinen-Saarenmaa, P. & Holopainen, M., 2014, ForestSAT2014 Open Conference System: presentations. Riva del Garda: ForestSAT Organizing Committee, 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

COMPARISON OF HIGH DENSITY LASER SCANNING METHODS FOR TREE-LEVEL BIOMASS ESTIMATION

Kankare, V., Holopainen, M., Vastaranta, M., Hyyppa, J., Hyyppa, H. & Alho, P., 2014, Papers of the 22nd European Biomass Conference: Setting the Course for a Biobased Economy. Hoffman, C., Baxter, D., Maniatis, K., Grassi, A. & Helm, P. (eds.). Florence: ETA-Florence Renewable Energies, p. 150-155 6 p. (European Biomass Conference and Exhibition proceedings; no. 22).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

THE ACCURACY OF NATIONAL ALS DATA IN BIOMASS MAPPING IN FINLAND

Kankare, V., Vauhkonen, J., Holopainen, M., Vastaranta, M., Hyyppa, J., Hyyppa, H. & Alho, P., 2014, Papers of the 22nd European Biomass Conference: Setting the Course for a Biobased Economy. Hoffman, C., Baxter, D., Maniatis, K., Grassi, A. & Helm, P. (eds.). Florence: ETA-Florence Renewable Energies, p. 47-52 6 p. (European Biomass Conference and Exhibition proceedings; no. 22).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

The accuracy of nationwide ALS-data in biomass mapping in Finland

Kankare, V., Holopainen, M., Vauhkonen, J., Vastaranta, M., Hyyppä, J., Hyyppä, H. & Alho, P., 2014, Unknown host publication.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

2012

Airborne laser scanning in mapping and monitoring structural forest damages

Kantola, T., Vastaranta, M., Holopainen, M., Lyytikäinen-Saarenmaa, P. & Hyyppä, J., Oct 2012, The 2nd Forest Science Forum of international of sustainable forest management. 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

Comparing performances of ALS and Landsat 7 ETM+ satellite optical data in stratification-based sampling method for large-area forest inventory

Saarela, S., Kangas, A., Tuominen, S., Holopainen, M., Hyyppä, J., Vastaranta, M. & Kankare, V., 16 Sep 2012, SilviLaser2012.com - First return September 16-19th Vancouver 2012: Full Proceedings. Coops, N. & Wulder, M. (eds.). Vancouver: SilviLaser Vancouver, p. Paper N:o SL2012-032 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Forest mapping and monitoring using active 3D remote sensing –review of a PhD thesis

Vastaranta, M., Holopainen, M., Hyyppä, J., Karjalainen, M. & Hyyppä, H., 2012, SilviLaser 2012 proceedings. Vancouver, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Mapping and monitoring urban trees using airborne scanning LiDAR and tree register data

Tanhuanpää, T., Vastaranta, M., Holopainen, M., Kankare, V., Raisio, J., Alho, P., Hyyppä, J. & Hyyppä, H., 2012, SilviLaser 2012 proceedings. Vancouver, p. 205 - 212 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

SAR radargrammetry and scanning LiDAR in predicting forest canopy height

Vastaranta, M., Holopainen, M., Karjalainen, M., Kankare, V., Hyyppä, J., Kaasalainen, S. & Hyyppä, H., 2012, 2012 IEEE International Geoscience & Remote Sensing Symposium: Proceedings. Piscataway, NJ: IEEE, p. 6515-6518 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2011

Area-based snow damage classification of forest canopies using bi-temporal lidar data

Vastaranta, M., Korpela, I., Uotila, A., Hovi, A. & Holopainen, M., 2011, Proceedings of ISPRS Workshop Laser Scanning 2011 : Laser Scanning 2011. Lichti, D. D. & Habib, A. F. (eds.). Calgary: ISPRS, 5 p. (ISPRS Archives; vol. 38, no. 5/W12).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Biomass estimation of individual trees using stem and crown diameter measurements

Holopainen, M., Vastaranta, M., Kankare, V., Räty, M., Vaaja, M., Liang, X., Yu, X., Hyyppä, J., Hyyppä, H., Kaasalainen, S. & Viitala, R., 2011, Proceedings of ISPRS Workshop Laser Scanning 2011. Lichti, D. D. & Habib, A. F. (eds.). Calgary: ISPRS, 6 p. (ISPRS Archives; vol. 38, no. 5/W12).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Mobile terrestrial laser scanning in urban tree inventory

Holopainen, M., Vastaranta, M., Kankare, V., Kantola, T., Kaartinen, H., Kukko, A., Vaaja, M., Hyyppä, J. & Hyyppä, H., Oct 2011, SilviLaser 2011, 11th International Conference on LiDAR Applications for Assessing Forest Ecosystems: conference handbook. Hobart: 11th SilviLaser Organising and Scientific Committee, 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

The fusion of individual tree detection and visual interpretation in assessment of forest variables from laser point clouds

Kankare, V., Vastaranta, M., Holopainen, M., Yu, X., Hyyppä, J. & Hyyppä, H., 2011, Proceedings of ISPRS Workshop Laser Scanning 2011. Lichti, D. D. & Habib, A. F. (eds.). Galgary: ISPRS, 5 p. (ISPRS Archives; vol. 38, no. 5/W12).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

The use of ALS, TLS and VLS measurements in mapping and monitoring urban trees

Holopainen, M., Vastaranta, M., Kankare, V., Hyyppä, H., Vaaja, M., Hyyppä, J., Liang, X., Litkey, P., Yu, X., Kaartinen, H., Kukko, A., Kaasalainen, S. & Jaakkola, A., 2011, 2011 Joint Urban Remote Sensing Event JURSE 2011: proceedings. Stilla, U., Gamba, P., Juergens, C. & Maktav, D. (eds.). Munich: IEEE, p. 29-32 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Tree biomass estimation using ALS features

Räty, M., Kankare, V., Yu, X., Holopainen, M., Vastaranta, M., Kantola, T., Hyyppä, J. & Viitala, R., Oct 2011, SilviLaser 2011, 11th International Conference on LiDAR Applications for Assessing Forest Ecosystems: conference handbook. Hobart: 11th SilviLaser Organising and Scientific Committee, 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Using high density ALS data in plot level estimation of the defoliation by the Common pine sawfly

Kantola, T., Lyytikäinen-Saarenmaa, P., Vastaranta, M., Kankare, V., Yu, X., Holopainen, M., Talvitie, M., Solberg, S., Puolakka, P. & Hyyppä, J., 2011, SilviLaser 2011, 11th International Conference on LiDAR Applications for Assessing Forest Ecosystems: conference handbook. Hobart: 11th SilviLaser Organising and Scientific Committee, 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2010

Determination of stands first thinning maturity using airborne laser scanning

Vastaranta, M., Holopainen, M., Yu, X., Hyyppä, J. & Hyyppä, H., 2010, Proceedings of SilviLaser 2010: the 10th International Conference on LiDAR Applications for Assessing Forest Ecosystems. [Freiburg]: Albert-Ludwigs Universität, 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

Effect of airborne laser scanning accuracy in forest yield value calculations

Holopainen, M., Mäkinen, A., Rasinmäki, J., Hyytiäinen, K., Bayazidi, S., Vastaranta, M., Pietilä, I. & Hyyppä, J., 2010, Proceedings of SilviLaser 2010: the 10th International Conference on LiDAR Applications for Assessing Forest Ecosystems. [Freiburg]: Albert-Ludwigs Universität, 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

Estimation of timber assortments using low-density ALS data

Holopainen, M., Vastaranta, M., Rasinmäki, J., Kalliovirta, J., Mäkinen, A., Haapanen, R., Melkas, T., Yu, X., Hyyppä, J. & Hyyppä, H., 2010, ISPRS Technical Commission VII Symposium: 100 Years ISPRS Advancing Remote Sensing Science. Wagner, W. & Szekely, B. (eds.). Vienna: ISPRS Council, p. 59-64 (The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences ; vol. 38, no. 7A).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Predicting needle losses of individual Scots pines from airborne laser point clouds

Kantola, T., Vastaranta, M., Yu, X., Lyytikäinen-Saarenmaa, P., Holopainen, M., Talvitie, M., Kaasalainen, S., Solberg, S. & Hyyppä, J., 2010, Proceedings of SilviLaser 2010: the 10th International Conference on LiDAR Applications for Assessing Forest Ecosystems. Freiburg: Albert-Ludwigs Universität, 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

2009

Automatic stem location mapping using TLS for plot-wise forest inventory

Liang, X., Litkey, P., Hyyppä, J., Kaartinen, H., Vastaranta, M. & Holopainen, M., 2009, Proceedings of SILVILASER 2009: the 9th international conference on lidar applications for assessing forest ecosystems, October 14-16, 2009 Texas A&M University, College Station, USA / Editors: Sorin Popescu ... [et al.]. p. 314-324 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Combination of low pulse ALS data and TerraSar-X radar images in the estimation of plot-level forest variables

Holopainen, M., Haapanen, R., Karjalainen, M., Vastaranta, M., Hyyppä, J., Yu, X., Tuominen, S. & Hyyppä, H., 2009, ISPRS Workshop Laserscanning'09, Paris, France, September 1-2, 2009 papers accepted on the basis of peer-reviewed full manuscripts / Editors: F. Bretar, M. Pierrot-Deseiligny and G. Vosselman. Bretar, F., Pierrot-Deseilligny, M. & Vosselman, G. (eds.). Paris: ISPRS, p. 135-140 6 p. (The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. 38, no. 3/W8).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Comparison between an area-based and individual tree detection method for low-pulse density ALS-based forest inventory

Vastaranta, M., Holopainen, M., Haapanen, R., Yu, X., Melkas, T., Hyyppä, J. & Hyyppä, H., 2009, ISPRS Workshop Laserscanning'09, Paris, France, September 1-2, 2009 papers accepted on the basis of peer-reviewed full manuscripts / Editors: F. Bretar, M. Pierrot-Deseiligny and G. Vosselman. p. 147-151 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Forest site type classification using single tree level airborne laser scanning

Holopainen, M., Vastaranta, M., Yu, X., Hyyppä, J., Kaartinen, H. & Hyyppä, H., 2009, Proceedings of SILVILASER 2009: the 9th international conference on lidar applications for assessing forest ecosystems, October 14-16, 2009 Texas A&M University, College Station, USA / Editors: Sorin Popescu ... [et al.]. p. 72-80 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Map Updating and Change Detection Using Vehicle-Based Laser Scanning

Hyyppa, J., Jaakkola, A., Hyyppa, H., Kaartinen, H., Kukko, A., Holopainen, M., Zhu, L., Vastaranta, M., Kaasalainen, S., Krooks, A., Litkey, P., Lyytikainen-Saarenmaa, P., Matikainen, L., Ronnholm, P., Chen, R., Chen, Y., Kivilahti, A. & Kosonen, I., 2009, Proceedings of the 2009 Joint Urban Remote Sensing Event, May 20-22, 2009 Shanghai, China. [Beijing]: IEEE, p. 1269-1274 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Updating forest resource data by using ALS measurements and information collected with a harvester

Melkas, T., Vastaranta, M., Haapanen, R., Holopainen, M., Yu, X., Hyyppä, J. & Hyyppä, H., 2009, Proceedings of SILVILASER 2009: the 9th international conference on lidar applications for assessing forest ecosystems, October 14-16, 2009 Texas A&M University, College Station, USA / Editors: Sorin Popescu ... [et al.]. p. 128-136 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2008

Accuracy and efficiency of the Laser-camera

Melkas, T., Vastaranta, M. & Holopainen, M., 2008, Proceedings of SilviLaser 2008: 8th international conference on LIDAR applications in forest assessment and inventory, September 17-19, 2008 Heriot-Watt University, Edinburgh, UK/ / edited by Ross Hill, Jackie Rosette and Juan Suarez. p. 315-324 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Comparison of different laser-based methods to measure stem diameter

Vastaranta, M., Melkas, T., Holopainen, M., Kaartinen, H., Hyyppä, J. & Hyyppä, H., 2008, Proceedings of SilviLaser 2008: 8th international conference on LIDAR applications in forest assessment and inventory, September 17-19, 2008 Heriot-Watt University, Edinburgh, UK/ / edited by Ross Hill, Jackie Rosette and Juan Suarez. p. 606-614 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Utilization of tree species stratum data in forest planning simulations

Holopainen, M., Mäkinen, A., Vastaranta, M., Rasinmäki, J., Hyyppä, J., Hyyppä, H. & Rönnholm, P., 2008, Proceedings of SilviLaser 2008: 8th international conference on LIDAR applications in forest assessment and inventory, September 17-19, 2008 Heriot-Watt University, Edinburgh, UK/ / edited by Ross Hill, Jackie Rosette and Juan Suarez. p. 458-466 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review