Topi-Mikko Tanhuanpää
Postdoctoral Researcher
Department of Geographical and Historical Studies, Faculty of Social Sciences and Business Studies
topi.tanhuanpaa@uef.fi
Publications
13/13 items-
Comparing field measurements and annotations as training data for UAV-based detection of standing dead trees in coniferous forest
Heinaro, Einari; Tanhuanpää, Topi; Kukko, Antero; Hakala, Teemu; Holopainen, Markus. 2023. International journal of remote sensing. 44: 5375-5396 -
Evaluating Factors Impacting Fallen Tree Detection from Airborne Laser Scanning Point Clouds
Heinaro, Einari; Tanhuanpää, Topi; Vastaranta, Mikko; Yrttimaa, Tuomas; Kukko, Antero; Hakala, Teemu; Mattsson, Teppo; Holopainen, Markus. 2023. Remote sensing. 15: . 382 -
Input data resolution affects the conservation prioritization outcome of spatially sparse biodiversity features
Tanhuanpää, Topi; Mikkonen, Ninni; Kujala, Heini; Heinaro, Einari; Mäyrä, Janne; Kumpula, Timo. 2023. Ambio. 52: 1793-1803 -
Integrating carbon sequestration and biodiversity impacts in forested ecosystems: Concepts, cases, and policies
Alam, Syed Ashraful; Kivinen, Sonja; Kujala, Heini; Tanhuanpää, Topi; Forsius, Martin. 2023. Ambio. 52: 1687-1696 -
Remote sensing in mapping biodiversity – A case study of epiphytic lichen communities
Palmroos, Ida; Norros, Veera; Keski-Saari, Sarita; Mäyrä, Janne; Tanhuanpää, Topi; Kivinen, Sonja; Pykälä, Juha; Kullberg, Peter; Kumpula, Timo; Vihervaara, Petteri. 2023. Forest ecology and management. 538: . 120993 -
Airborne laser scanning reveals large tree trunks on forest floor
Heinaro, Einari; Tanhuanpää, Topi; Yrttimaa, Tuomas; Holopainen, Markus; Vastaranta, Mikko. 2021. Forest ecology and management. 491: 119225 -
Detection of European Aspen (Populus tremula L.) Based on an Unmanned Aerial Vehicle Approach in Boreal Forests
Kuzmin, Anton; Korhonen, Lauri; Kivinen, Sonja; Hurskainen, Pekka; Korpelainen, Pasi; Tanhuanpää, Topi; Maltamo, Matti; Vihervaara, Petteri; Kumpula, Timo. 2021. Remote sensing. 13: 1723 -
Developing a spatially explicit modelling and evaluation framework for integrated carbon sequestration and biodiversity conservation: Application in southern Finland
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. Science of the total environment. 775: 145847 -
Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks
Mäyrä, Janne; Keski-Saari, Sarita; Kivinen, Sonja; Tanhuanpää, Topi; Hurskainen, Pekka; Kullberg, Peter; Poikolainen, Laura; Viinikka, Arto; Tuominen, Sakari; Kumpula, Timo; Vihervaara, Petteri. 2021. Remote sensing of environment. 256: 112322 -
A keystone species, European aspen (Populus tremula L.), in boreal forests: Ecological role, knowledge needs and mapping using remote sensing
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. Forest ecology and management. 462: 118008