ANTON KUZMIN

Yhteystiedot

Tutkimusryhmät - UEF

• 
  Digital Geosciences

Julkaisut

• Forsius, Martin; Kujala, Heini; Minunno, Francesco; Holmberg, Maria; Leikola, Niko; Mikkonen, Ninni; Autio, Iida; Paunu, Ville-Veikko; Tanhuanpää, Topi; Hurskainen, Pekka; Mäyrä, Janne; Kivinen, Sonja; Keski-Saari, Sarita; Kosenius, Anna-Kaisa; Kuusela, Saija; Virkkala, Raimo; Viinikka, Arto; Vihervaara, Petteri; Akujärvi, Anu; Bäck, Jaana et al. [incl. Poikolainen, Laura]. 2021. Developing a spatially explicit modelling and evaluation framework for integrated carbon sequestration and biodiversity conservation: Application in southern Finland Science of the total environment 775: 145847. 2021
• Hardenbol, AA; Kuzmin, A; Korhonen, L; Korpelainen, P; Kumpula, T; Maltamo, M; Kouki, J. 2021. Detection of aspen in conifer-dominated boreal forests with seasonal multispectral drone image point clouds Silva fennica 55 4: 10515. 2021
• Hardenbol, Alwin A; Kuzmin, Anton; Korhonen, Lauri; Korpelainen, Pasi; Kumpula, Timo; Maltamo, Matti; Kouki, Jari. 2021. Haapojen tunnistaminen havupuuvaltaisessa vanhassa metsässä eri vuodenaikojen droonikuva-aineistoista Metsätieteen aikakauskirja 2021: 10651. 2021
• Kuzmin, Anton; Korhonen, Lauri; Kivinen, Sonja; Hurskainen, Pekka; Korpelainen, Pasi; Tanhuanpää, Topi; Maltamo, Matti; Vihervaara, Petteri; Kumpula, Timo. 2021. Detection of European Aspen (Populus tremula L.) Based on an Unmanned Aerial Vehicle Approach in Boreal Forests Remote sensing 13 9: 1723. 2021
• Marttila, Hannu; Lohila, Annalea; Ala-Aho, Pertti; Noor, Kashif; Welker, Jeffrey M.; Croghan, Danny; Mustonen, Kaisa; Meriö, Leo-Juhani; Autio, Anna; Muhic, Filip; Bailey, Hannah; Aurela, Mika; Vuorenmaa, Jussi; Penttilä, Timo; Hyöky, Valtteri; Klein, Eric; Kuzmin, Anton; Korpelainen, Pasi; Kumpula, Timo; Rauhala, Anssi et al.. 2021. Subarctic catchment water storage and carbon cycling - Leading the way for future studies using integrated datasets at Pallas, Finland Hydrological processes 35 9: e14350. 2021
• Kivinen, S; Koivisto, E; Keski-Saari, S; Poikolainen, L; Tanhuanpää, T; Kuzmin, A; Viinikka, A; Heikkinen, RK; Pykälä, J; Virkkala, R; Vihervaara, P; Kumpula, T. 2020. A keystone species, European aspen (Populus tremula L.), in boreal forests: Ecological role, knowledge needs and mapping using remote sensing Forest ecology and management 462: 118008. 2020
• Kauranne T, Pyankov S, Junttila V, Kedrov A, Tarasov A, Kuzmin A, Peuhkurinen J, Villikka M, Vartio V-M, Sirparanta S. 2017. Airborne laser scanning based forest inventory : comparison of experimental results for the Perm region, Russia and prior results from Finland. Forests 8 3: 72. 2017
• Kuzmin Anton, Korhonen Lauri, Manninen Terhikki, Maltamo Matti. 2016. Automatic segment-level tree species recognition using high resolution aerial winter imagery. European Journal of Remote Sensing 49: 239-259. 2016