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Sakari Tuominen

Natural Resources Institute Finland

28H-index
118Paper Count
3.0KCitation Count
Published Papers 19
Publication Date
Classifying the productivity of drained peatland forests for precision management
err2026-02-25
err0
errOAAI
errAura Salmivaara; Sakari Tuominen; Raija Laiho; Anssi Ahtikoski; Soili Haikarainen; Aleksi Lehtonen; Raisa Mäkipää
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Large-scale tree-level mapping of forest structure including species type with remote sensing data and ground measurements
err2026-01-05
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errOAAI
errJ. Kostensalo; P. Packalen; M. Kuronen; L. Mehtätalo; S. Tuominen; M. Myllymäki
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Peatland pixel-level classification via multispectral, multiresolution and multisensor data using convolutional neural network
err2025-06-30
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errOAAI
errLuca Zelioli; Fahimeh Farahnakian; Maarit Middleton; Timo P. Pitkänen; Sakari Tuominen; Paavo Nevalainen; Jonne Pohjankukka; Jukka Heikkonen
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Recreating structurally realistic tree maps with airborne laser scanning and ground measurements
err2023-12-01
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errOAAI
errKostensalo, J.; Mehtatalo, L.; Tuominen, S.; Packalen, P.; Myllymaki, M.
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The relationship between forest structure and naturalness in the Finnish national forest inventory
err2023-11-04
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errOAAI
errMyllymaki, Mari; Tuominen, Sakari; Kuronen, Mikko; Packalen, Petteri; Kangas, Annika
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Vegetation impacts ditch methane emissions from boreal forestry-drained peatlands-Moss-free ditches have an order-of-magnitude higher emissions than moss-covered ditches
err2023-04-05
err7
errOAAI
errRissanen, Antti J.; Ojanen, Paavo; Stenberg, Leena; Larmola, Tuula; Anttila, Jani; Tuominen, Sakari; Minkkinen, Kari; Koskinen, Markku; Makipaa, Raisa
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Sources and sinks of greenhouse gases in the landscape: Approach for spatially explicit estimates
err2021-08-01
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errOAAI
errHolmberg, Maria; Akujarvi, Anu; Anttila, Saku; Autio, Iida; Haakana, Markus; Junttila, Virpi; Karvosenoja, Niko; Kortelainen, Pirkko; Makela, Annikki; Minkkinen, Kari; Minunno, Francesco; Rankinen, Katri; Ojanen, Paavo; Paunu, Ville-Veikko; Peltoniemi, Mikko; Rasilo, Terhi; Sallantaus, Tapani; Savolahti, Mikko; Tuominen, Sakari; Tuominen, Seppo; Vanhala, Pekka; Forsius, Martin
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Developing a spatially explicit modelling and evaluation framework for integrated carbon sequestration and biodiversity conservation: Application in southern Finland
err2021-06-01
err26
errOAAI
errForsius, Martin; Kujala, Heini; Minunno, Francesco; Holmberg, Maria; Leikola, Niko; Mikkonen, Ninni; Autio, Iida; Paunu, Ville-Veikko; Tanhuanpaa, Topi; Hurskainen, Pekka; Mayra, Janne; Kivinen, Sonja; Keski-Saari, Sarita; Kosenius, Anna-Kaisa; Kuusela, Saija; Virkkala, Raimo; Viinikka, Arto; Vihervaara, Petteri; Akujarvi, Anu; Back, Jaana; Karvosenoja, Niko; Kumpula, Timo; Kuzmin, Anton; Makela, Annikki; Moilanen, Atte; Ollikainen, Markku; Pekkonen, Minna; Peltoniemi, Mikko; Poikolainen, Laura; Rankinen, Katri; Rasilo, Terhi; Tuominen, Sakari; Valkama, Jari; Vanhala, Pekka; Heikkinen, Risto K.
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Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks
err2021-04-01
err150
errOAAI
errMayra, Janne; Keski-Saari, Sarita; Kivinen, Sonja; Tanhuanpaa, Topi; Hurskainen, Pekka; Kullberg, Peter; Poikolainen, Laura; Viinikka, Arto; Tuominen, Sakari; Kumpula, Timo; Vihervaara, Petteri
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Towards dynamic forest trafficability prediction using open spatial data, hydrological modelling and sensor technology
err2020-05-21
err31
PREAI
errSalmivaara, Aura; Launiainen, Samuli; Perttunen, Jari; Nevalainen, Paavo; Pohjankukka, Jonne; Ala-Ilomaki, Jari; Siren, Matti; Lauren, Ari; Tuominen, Sakari; Uusitalo, Jori; Pahikkala, Tapio; Heikkonen, Jukka; Finer, Leena
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High-resolution mapping of forest vulnerability to wind for disturbance aware forestry
err2019-12-01
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errOAAI
errSuvanto, Susanne; Peltoniemi, Mikko; Tuominen, Sakari; Strandstrom, Mikael; Lehtonen, Aleksi
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Effects of positional errors in model-assisted and model-based estimation of growing stock volume
err2016-01-01
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PREAI
errSaarela, Svetlana; Schnell, Sebastian; Tuominen, Sakari; Balazs, Andras; Hyyppa, Juha; Grafstrom, Anton; Stahl, Goran
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Model-assisted estimation of growing stock volume using different combinations of LiDAR and Landsat data as auxiliary information
err2015-03-01
err85
PREAI
errSaarela, Svetlana; Grafstrom, Anton; Stahl, Goran; Kangas, Annika; Holopainen, Markus; Tuominen, Sakari; Nordkvist, Karin; Hyyppa, Juha
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Land cover change in Europe between 1950 and 2000 determined employing aerial photography
err2010-03-30
err171
errOAAI
errGerard, F.; Petit, S.; Smith, G.; Thomson, A.; Brown, N.; Manchester, S.; Wadsworth, R.; Bugar, G.; Halada, L.; Bezak, P.; Boltiziar, M.; De Badts, E.; Halabuk, A.; Mojses, M.; Petrovic, F.; Gregor, M.; Hazeu, G.; Mucher, C. A.; Wachowicz, M.; Huitu, H.; Tuominen, S.; Koehler, R.; Olschofsky, K.; Ziese, H.; Kolar, J.; Sustera, J.; Luque, S.; Pino, J.; Pons, X.; Roda, F.; Roscher, M.; Feranec, J.
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Changing stock of biomass carbon in a boreal forest over 93 years
err2010-03-01
err40
PREAI
errKauppi, Pekka E.; Rautiainen, Aapo; Korhonen, Kari T.; Lehtonen, Aleksi; Liski, Jari; Nojd, Pekka; Tuominen, Sakari; Haakana, Markus; Virtanen, Tarmo
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