Sonja Kivinen
University Lecturer
(geoinformatics)
Faculty of Social Sciences and Business Studies, Department of Geographical and Historical Studies
sonja.kivinen@uef.fi | +358 46 920 5826
Research groups
Publications
21 items-
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 A1 Journal article (refereed), original research -
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: A1 Journal article (refereed), original research -
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, 2022. Reindeer Husbandry and Global Environmental Change. s. 76-98. Routledge A3 Book section, Chapters in research books -
Social and environmental impacts of mining activities in the EU
Mononen, Tuija; Kivinen, Sonja; Kotilainen, Juha M.; Leino, Johanna. 2022. . . European Parliament D4 Published development or research report or study -
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 A1 Journal article (refereed), original research -
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 A1 Journal article (refereed), original research -
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 A1 Journal article (refereed), original research -
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 A2 Review article, Literature review, Systematic review -
Beaver-induced spatiotemporal patch dynamics affect landscape-level environmental heterogeneity
Kivinen, Sonja; Nummi, Petri; Kumpula, Timo. 2020. Environmental research letters. 15: 94065 A1 Journal article (refereed), original research -
Climate change and reindeer management in Finland: Co-analysis of practitioner knowledge and meteorological data for better adaptation
Rasmus, Sirpa; Turunen, Minna; Luomaranta, Anna; Kivinen, Sonja; Jylhä, Kirsti; Räihä, Jani. 2020. Science of the total environment. 710: 136229 A1 Journal article (refereed), original research