MIKKO VASTARANTA

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Julkaisut

• Imangholiloo, Mohammad; Saarinen, Ninni; Markelin, Lauri; Rosnell, Tomi; Näsi, Roope; Hakala, Teemu; Honkavaara, Eija; Holopainen, Markus; Hyyppä, Juha; Vastaranta, Mikko. 2019. Characterizing Seedling Stands Using Leaf-Off and Leaf-On Photogrammetric Point Clouds and Hyperspectral Imagery Acquired from Unmanned Aerial Vehicle Forests 10 5: 415. 2019
• Pyörälä, Jiri; Saarinen, Ninni; Kankare, Ville; Coops, Nicholas C; Liang, Xinlian; Wang, Yunsheng; Holopainen, Markus; Hyyppä, Juha; Vastaranta, Mikko. 2019. Variability of wood properties using airborne and terrestrial laser scanning Remote sensing of environment 235: 111474. 2019
• Junttila, S; Holopainen, M; Vastaranta, M; Lyytikäinen-Saarenmaa, P; Kaartinen, H; Hyyppä, J; Hyyppä, H. 2019. The potential of dual-wavelength terrestrial lidar in early detection of Ips typographus (L.) infestation - Leaf water content as a proxy Remote sensing of environment 231: 111264. 2019
• White, Joanne C; Saarinen, Ninni; Wulder, Michael A; Kankare, Ville; Hermosilla, Txomin; Coops, Nicholas C; Holopainen, Markus; Hyyppä, Juha; Vastaranta, Mikko. 2019. Assessing spectral measures of post-harvest forest recovery with field plot data International journal of applied earth observation and geoinformation 80: 102-114. 2019
• Saukkola, Atte; Melkas, Timo; Riekki, Kirsi; Sirparanta, Sanna; Peuhkurinen, Jussi; Holopainen, Markus; Hyyppä, Juha; Vastaranta, Mikko. 2019. Predicting Forest Inventory Attributes Using Airborne Laser Scanning, Aerial Imagery, and Harvester Data Remote sensing 11 7: 797. 2019
• Saarinen, Ninni; Kankare, Ville; Pyörälä, Jiri; Yrttimaa, Tuomas; Liang, Xinlian; Wulder, Michael A; Holopainen, Markus; Hyyppä, Juha; Vastaranta, Mikko. 2019. Assessing the Effects of Sample Size on Parametrizing a Taper Curve Equation and the Resultant Stem-Volume Estimates Forests 10 10: 848. 2019
• Yrttimaa, Tuomas; Saarinen, Ninni; Kankare, Ville; Liang, Xinlian; Hyyppä, Juha; Holopainen, Markus; Vastaranta, Mikko. 2019. Investigating the Feasibility of Multi-Scan Terrestrial Laser Scanning to Characterize Tree Communities in Southern Boreal Forests Remote sensing 11 12: 1423. 2019
• Pyörälä, Jiri; Liang, Xinlian; Saarinen, Ninni; Kankare, Ville; Wang, Yunsheng; Holopainen, Markus; Hyyppä, Juha; Vastaranta, Mikko. 2019. Assessing branching structure for biomass and wood quality estimation using terrestrial laser scanning point clouds Canadian journal of remote sensing 2018; 44 5: 462-475. 2019
• Pyörälä, Jiri; Kankare, Ville; Liang, Xinlian; Saarinen, Ninni; Rikala, Juha; Kivinen, Veli-Pekka; Sipi, Marketta; Holopainen, Markus; Hyyppä, Juha; Vastaranta, Mikko. 2019. Assessing log geometry and wood quality in standing timber using terrestrial laser-scanning point clouds Forestry 92 2: 177-187. 2019
• Luoma, Ville; Saarinen, Ninni; Kankare, Ville; Tanhuanpää, Topi; Kaartinen, Harri; Kukko, Antero; Holopainen, Markus; Hyyppä, Juha; Vastaranta, Mikko. 2019. Examining Changes in Stem Taper and Volume Growth with Two-Date 3D Point Clouds Forests 10 5: 382. 2019
• Karila, Kirsi; Yu, Xiaowei; Vastaranta, Mikko; Karjalainen, Mika; Puttonen, Eetu; Hyyppä, Juha. 2019. TanDEM-X digital surface models in boreal forest above-ground biomass change detection Isprs journal of photogrammetry and remote sensing 148: 174-183. 2019
• Kankare, Ville; Luoma, Ville; Saarinen, Ninni; Peuhkurinen, Jussi; Holopainen, Markus; Vastaranta, Mikko. 2019. Assessing feasibility of the forest trafficability map for avoiding rutting - a case study Silva fennica 53 3: 10197. 2019
• Forest Inventory Using Laser Scanning. Hyyppä, Juha; Yu, Xiaowei; Kaartinen, Harri; Kukko, Antero; Jaakkola, Anttoni; Liang, Xinlian; Wang, Yunsheng; Holopainen, Markus; Vastaranta, Mikko; Hyyppä, Hannu / Topographic Laser Ranging and Scanning: Principles and Processing (Second Edition). 2018. 2018
• Junttila, Samuli; Sugano, Junko; Vastaranta, Mikko; Linnakoski, Riikka; Kaartinen, Harri; Kukko, Antero; Holopainen, Markus; Hyyppä, Hannu; Hyyppä, Juha. 2018. Can Leaf Water Content Be Estimated Using Multispectral Terrestrial Laser Scanning? A Case Study With Norway Spruce Seedlings. Frontiers in Plant Science 9: 299. 2018
• Liang, Xinlian; Hyyppä, Juha; Kaartinen, Harri; Lehtomäki, Matti; Pyörälä, Jiri; Pfeifer, Norbert; Holopainen, Markus; Brolly, Gábor; Francesco, Pirotti; Hackenberg, Jan; Huang, Huabing; Jo, Hyun-Woo; Katoh, Masato; Liu, Luxia; Mokros, Martin; Morel, Jules; Olofsson, Kenneth; Poveda-Lopez, Jose; Trochta, Jan; Di, Wang et al [Incl Vastaranta, Mikko]. 2018. International benchmarking of terrestrial laser scanning approaches for forest inventories Isprs journal of photogrammetry and remote sensing 144: 137-179. 2018
• Pyorälä, Jiri; Liang, Xinlian; Vastaranta, Mikko; Saarinen, Ninni; Kankare, Ville; Wang, Yunsheng; Holopainen, Markus; Hyyppä, Juha. 2018. Quantitative Assessment of Scots Pine (Pinus SylvestrisL.) Whorl Structure in a Forest Environment Using Terrestrial Laser Scanning IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 11 10: 3598-3607. 2018
• Pyörälä, Jiri; Kankare, Ville; Vastaranta, Mikko; Rikala, Juha; Holopainen, Markus; Sipi, Marketta; Hyyppä, Juha; Uusitalo, Jori. 2018. Comparison of terrestrial laser scanning and X-ray scanning in measuring Scots pine (Pinus sylvestris L.) branch structure SCANDINAVIAN JOURNAL OF FOREST RESEARCH 33 3: 291-298. 2018
• Saarinen, Ninni; Vastaranta, Mikko; Nasi, Roope; Rosnell, Tomi; Hakala, Teemu; Honkavaara, Eija; Wulder, Michael A.; Luoma, Ville; Tommaselli, Antonio M. G.; Imai, Nilton N.; Ribeiro, Eduardo A. W.; Guimaraes, Raul B.; Holopainen, Markus; Hyyppa, Juha. 2018. Assessing Biodiversity in Boreal Forests with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging. Remote Sensing 10 2: 338. 2018
• Saarinen, Ninni; White, Joanne C; Wulder, Michael A; Kangas, Annika; Tuominen, Sakari; Kankare, Ville; Holopainen, Markus; Hyyppä, Juha; Vastaranta, Mikko. 2018. Landsat archive holdings for Finland: opportunities for forest monitoring Silva Fennica 52 3: 9986. 2018
• Terrestrial laser scanning in volume and biomass modelling - Overview. Kankare, V; Saarinen, N; Pyörälä, J; Liang, X; Holopainen, M; Hyyppä, J; Vastaranta, M / European Biomass Conference and Exhibition Proceedings. 2018. 2018
• Vastaranta, Mikko; Yrttimaa, Tuomas; Saarinen, Ninni; Yu, Xiaowei; Karjalainen, Mika; Nurminen, Kimmo; Karila, Kirsi; Kankare, Ville; Luoma, Ville; Pyorälä, Jiri; Junttila, Samuli; Tanhuanpää, Topi; Kaartinen, Harri; Kukko, Antero; Honkavaara, Eija; Jaakkola, Anttoni; Liang, Xinlian; Wang, Yunsheng; Vaaja, Matti; Hyyppä, Hannu; et al.. 2018. Airborne Laser Scanning Outperforms the Alternative 3D Techniques in Capturing Variation in Tree Height and Forest Density in Southern Boreal Forests Baltic forestry 24 2: 268-277. 2018
• Vastaranta, Mikko; Yu, Xiaowei; Luoma, Ville; Karjalainen, Mika; Saarinen, Ninni; Wulder, Michael A; White, Joanne C; Persson, Henrik J; Hollaus, Markus; Yrttimaa, Tuomas; Holopainen, Markus; Hyyppä, Juha. 2018. Aboveground forest biomass derived using multiple dates of WorldView-2 stereo-imagery: quantifying the improvement in estimation accuracy International Journal of Remote Sensing 39 23: 8766-8783. 2018
• White, Joanne C; Saarinen, Ninni; Kankare, Ville; Wulder, Michael A; Hermosilla, Txomin; Coops, Nicholas C; Pickell, Paul D; Holopainen, Markus; Hyyppä, Juha; Vastaranta, Mikko. 2018. Confirmation of post-harvest spectral recovery from Landsat time series using measures of forest cover and height derived from airborne laser scanning data Remote sensing of environment 216: 262-275. 2018

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Tutkimusryhmät

• Science4Trees