Home > Results > Publications IBC-Carbon Project Publications Modelling forest growth, carbon sequestration and radiative forcing Härkönen, S., Neumann, M., Mues, V., Berninger, F.,.. & Mäkelä, A. 2019: A climate-sensitive forest model for assessing impacts of forest management in Europe. Environmental Modelling & Software. 115: 128-143. Akujärvi, A., Shvidenko, A. & Pietsch, S.A. 2019: Modelling the impacts of intensifying forest management on carbon budget across a long latitudinal gradient in Europe. Environmental Research Letters 14 (3). (13 pp). Minunno, F., Peltoniemi, M., Härkönen, S., Kalliokoski, T., Mäkinen, H., Mäkelä, A. 2019: Bayesian calibration of a carbon balance model PREBAS using data from permanent growth experiments and national forest inventory. Forest Ecology and Management 440: 208-257. Biodiversity modelling and conservation Lehikoinen, P., Tiusanen, M., Santangeli, A., Rajasärkkä, A., Jaatinen, K., Valkama, J., Virkkala, R. & Lehikoinen, A. 2021: Increasing protected area coverage mitigates climate-driven community changes. Biological Conservation 253, 108892. Muscatello, A., Elith, J. & Kujala, H. 2020: How decisions about fitting species distribution models affect conservation outcomes. Conservation Biology. Björklund, H., Parkkinen, A., Hakkari, T., Heikkinen, R. K., Virkkala, R. & Lensu A. 2020: Predicting valuable forest habitats using an indicator species for biodiversity. Biological Conservation 249, 108682. Heikkinen, R. K., Leikola, N., Aalto, J., Aapala, K., Kuusela, S., Luoto, M. & Virkkala, R. 2020: Fine-grained climate velocities reveal vulnerability of protected areas to climate change. Scientific Reports 10, 1678. Virkkala, R., Aalto, J., Heikkinen, R., Rajasärkkä, A., Kuusela, S., Leikola, N. & Luoto, M. 2020: Can Topographic Variation in Climate Buffer against Climate Change-Induced Population Declines in Northern Forest Birds? Diversity 12, 56. Mikkonen, N., Leikola, N., Halme, P., Heinaro, E., Lahtinen, A. & Tanhuanpää, T. 2020: Modeling of dead wood potential based on tree stand data. Forests 11(9): 913. Virkkala, R., Lehikoinen, A. & Rajasärkkä, A.2020: Can protected areas buffer short-term population changes of resident bird species in a period of intensified forest harvesting? Biological Conservation 244: 108526. Virkkala R., Heikkinen R.K., Kuusela S., Leikola N. & Pöyry J. 2019: Significance of Protected Area Network in Preserving Biodiversity in a Changing Northern European Climate. – In: Leal Filho W., Barbir J., Preziosi R. (eds.) Handbook of Climate Change and Biodiversity, p. 377-390. Climate Change Management. Springer, Cham. Roberge, J.-M., Virkkala, R. & Mönkkönen, M. 2018: Boreal forest bird assemblages and their conservation. – In: Mikusiński , G., Roberge , J.-M. & Fuller, R. (eds.), Ecology and Conservation of Forest Birds, p. 183-230. Cambridge, Univ. Press, Cambridge, UK. ISBN 978-1-107-07213-8 Lehikoinen, A. & Virkkala, R. 2018: Population trends and conservation status of forest birds. – In: Mikusiński , G., Roberge , J.-M. & Fuller, R. (eds.), Ecology and Conservation of Forest Birds, p. 389-416. Cambridge, Univ. Press, Cambridge, UK. ISBN 978-1-107-07213-8 Virkkala, R., Rajasärkkä, A., Heikkinen, R.K., Kuusela, S., Leikola, N. & Pöyry, J. 2018: Birds in boreal protected areas shift northwards in the warming climate but show different rates of population decline. – Biological Conservation 226: 271-279. Forest catchment ecosystem services and sustainability indicators Holmberg, M., Aalto, T., Akujärvi, A., Arslan, A.N., Bergström, I., Böttcher, K., Lahtinen, I., Mäkelä, A., Markkanen, T., Minunno, F., Peltoniemi, M., Rankinen, K., Vihervaara, P. & Forsius, M. 2019: Ecosystem services related to carbon cycling – modelling present and future impacts in boreal forests. Frontiers in Plant Science 10: 343. Holmberg, M., Aherne, J., Austnes, K., Beloica, J., De Marco, A., Dirnböck, T., Fornasier, M.F., Goergen, K., Futter, M., Lindroos, A.J., Krám, P., Neirynck, J., Nieminen, T.M., Pecka, T., Posch, M., Rowe, E.C., Scheuschner, T., Schlutow, A., Valinia, S., Forsius, M. 2018: Modelling study of soil C, N and pH response to air pollution and climate change using European LTER site observations. Science of the Total Environment 640-641: 387-399. Improved Earth Observation techniques Mäyrä, J., Keski-Saari, S., Kivinen, S., Tanhuanpää, T., Hurskainen, P., Kullberg, P., Poikolainen, L., Viinikka, A., Tuominen, S., Kumpula, T. & Vihervaara, P. 2021: Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks. Remote Sensing of Environment 256. Viinikka, A., Hurskainen, P., Keski-Saari, S., Kivinen, S., Tanhuanpää, T., Mäyrä, J., Poikolainen, L., Vihervaara, P., Kumpula, T. 2020: Detecting European Aspen (Populus tremula L.) in Boreal Forests Using Airborne Hyperspectral and Airborne Laser Scanning Data. Remote Senings, 12, 2610. Kivinen, S., Koivisto, E., Keski-Saari, S., Poikolainen, L., Tanhuanpää, T., Kuzmin, A., Viinikka, A., Heikkinen, R.K., 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. Tanhuanpää, T., Yu, X., Luoma, V., Saarinen, N., Raisio, J., Hyyppä, J., Kumpula, T. & Holopainen, M. 2019: Effect of canopy structure on the performance of tree mapping methods in urban parks. Urban Forestry & Urban Greening. Volume 44, 126441. Mononen, L., Auvinen, A. P., Packalen, P., Virkkala, R., Valbuena, R., Bohlin, I., ... & Vihervaara, P. 2018: Usability of citizen science observations together with airborne laser scanning data in determining the habitat preferences of forest birds. Forest Ecology and Management, 430, 498-508. Navarro, L.M.,…Vihervaara, P. et al. 2017: Monitoring biodiversity change through effective global coordination. Current Opinion in Environmental Sustainability 29: 158-169. Integrated adaptive conservation and land-use planning for sustainable forestry Forsius, M., Kujala, H., Minunno, F., Holmberg, M., Leikola, N., Mikkonen, N., Autio, I., Paunu, V.-V., Tanhuanpää, T., Hurskainen, P., Mäyrä, J., Kivinen, S., Keski-Saari, S., Kosenius, A.-K., Kuusela, S., Virkkala, R., Viinikka, A., Vihervaara, P., Akujärvi, A., Bäck, J., Karvosenoja, N., Kumpula, T., Kuzmin, A., Mäkelä, A., Moilanen, A., Ollikainen, M., Pekkonen, M., Peltoniemi, M., Poikolainen, L., Rankinen, K., Rasilo, T., Tuominen, S., Valkama, J., Vanhala, P. & Heikkinen, R.K. 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. Hallam, C.D., Wintle, B.A., Kujala, H., Whitehead, A.L. & Nicholson, E. 2020: Measuring impacts on species with models and metrics of varying ecological and computational complexity. Conservation Biology34 (6): 1512-1524. Principles and quidelines for biodiversity offsetting and identification of suitable forest areas Marshall, E., Valavi, R., O’ Connor, L., Cadenhead, N., Southwell, D., Wintle, B.A. & Kujala, H. 2020: Quantifying the impact of vegetation‐based metrics on species persistence when choosing offsets for habitat destruction. Conservation Biology. Marshall, E., Wintle, B.A., Southwell, D. & Kujala, H. 2020: What are we measuring? A review of metrics used to describe biodiversity in offsets exchanges. Biological Conservation, 241, 108250. Moilanen, A. & Kotiaho, J.S. 2020: Three ways to deliver a net positive impact with biodiversity offsets. Conservation Biology, online early. Moilanen, A., Kujala, H. & Mikkonen, N. 2020: A practical method for evaluating spatial biodiversity offset scenarios based on spatial conservation prioritization outputs. Methods in Ecology and Evolution 00 :1-10. Moilanen, A. & Kotiaho, J.S. 2018: Planning biodiversity offsets: Twelve operationally important decisions. TemaNord 2018: 513. (72 pp.) Peterson, I., Maron, M., Moilanen, A., Bekessy, S. & Gordon, A. 2018: A quantitative framework for evaluating the impact of biodiversity offset policies. Biological Conservation 224, 162-169. Moilanen, A. & Kotiaho, J.S. 2018: Fifteen operationally important decisions in the planning of biodiversity offsets. Biological Conservation 227: 112–120. Published 2019-03-19 at 16:27, updated 2021-03-03 at 16:31 Suomeksi In English Share: