Browsing by Subject "iLand"

The root rot fungus Heterobasidion annosum is one of the worst conifer pathogens in the boreal forests. Root diseases decrease forest growth, and their abundance could increase with climate change. Disease can reduce the carbon stored into forests even more than wildfires or pest outbreaks, further impacting the climate. Widespread Heterobasidion root rot can develop within the stem of susceptible trees without external symptoms. Therefore, research on the pathogen is difficult on a large extent and its dynamics at the landscape level could be researched with models. A model may be used to understand a system better or to predict its behaviour. Random maps are neutral landscape models, and they are not always significantly different from real random landscapes, except that things shaping real landscapes, such as waterways, human activities, or topography, are missing and the focus is on map cells representing habitats, their occupancy and connectivity across the landscape. Neutral landscape models are an application of percolation theory within landscape ecology; therefore, the connectivity and randomness are important. Heterobasidion spread by sporulation at the landscape level is of interest, as the focus of research has been on the spread by root contacts. In this study, simulations made with Motti and iLand software are compared, the effects of Heterobasidion spread on the dimensional variables of trees at the landscape level are evaluated, and the effects of various maximum dispersal distances on the number of new Heterobasidion colonies and the tree volume per hectare are studied. Forest growth and management practices were simulated with the Motti software, forest dynamics were simulated with the iLand software that uses a neutral landscape model, and Heterobasidion dynamics were simulated with the BITE modelling framework that was connected to iLand for the vegetation and environmental data. Betula pendula had a trend of underestimated values of the dimensional variables except for the basal area in iLand when compared to Motti. There was no clear trend for Picea abies or Pinus sylvestris. Overall, the change in basal area was overestimated the most and height was the most underestimated variable by iLand. A single dimensional variable could have different trends during a forest growth cycle in Motti and iLand. The effect of Heterobasidion on the dimensions of trees at the landscape level was minimal. Larger maximum dispersal distances resulted in more Heterobasidion colonies than shorter distances.