Sonja Kivinen
Yliopistonlehtori
(geoinformatiikka)
Yhteiskuntatieteiden ja kauppatieteiden tiedekunta, Historia- ja maantieteiden laitos
sonja.kivinen@uef.fi | 046 920 5826
Tutkimusryhmät
Julkaisut
23 kappaletta-
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. [Published: 16 September 2023]: 1-10 -
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 -
Utilizing historical maps in identification of long-term land use and land cover changes
Mäyrä, Janne; Kivinen, Sonja; Keski-Saari, Sarita; Poikolainen, Laura; Kumpula, Timo. 2023. Ambio. [Published: 25 February 2023]: 1-16 -
Developing fine-grained nationwide predictions of valuable forests using biodiversity indicator bird species
Virkkala, Raimo; Leikola, Niko; Kujala, Heini; Kivinen, Sonja; Hurskainen, Pekka; Kuusela, Saija; Valkama, Jari; Heikkinen, Risto K.. 2022. Ecological applications. 32: -
Pastures under pressure: Effects of other land users and the environment
Horstkotte, Tim; Kumpula, Jouko; Sandström, Per; Tømmervik, Hans; Kivinen, Sonja; Skarin, Anna; Moen, Jon; Sandström, Stefan. Teoksessa: Horstkotte, Tim; Holand, Øystein; Kumpula, Jouko; Moen, Jon(toim.) , 2022. Reindeer Husbandry and Global Environmental Change. s. 76-98. Routledge -
Social and environmental impacts of mining activities in the EU
Mononen, Tuija; Kivinen, Sonja; Kotilainen, Juha M.; Leino, Johanna. 2022. . . European Parliament -
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