Modelling early development of a planted pine stand: An application of object-oriented programming

This paper describes a model of early development in planted stands of Scots pine (Pinus sylvestris L.) which are composed of seedlings, sprouts (birch), and grass. Development of the stand is controlled by competition for light. The simulations showed that a stand in an early phase of succession is very sensitive to the initial amount of grass present. A small increase in the biomass of grass caused a clear decrease in the densities of pine and birch during the first years after planting. Calculations indicated that pine requires more than a 1.5-m advantage in height to be able to compete successfully with sprouts (birch) in height growth. The model was constructed using object-oriented programming (OOP). The robust framework offered by object-oriented programming is well-suited for constructing simulation models. Comparison of OOP with conventional programming languages showed OOP to be more effective and elastic in modelling than conventional programming languages are.

[1]  Brad J. Cox,et al.  Object-oriented programming ; an evolutionary approach , 1986 .

[2]  R. McMurtrie,et al.  A Model of Competition between Trees and Grass for Radiation, Water and Nutrients , 1983 .

[3]  D G Bobrow,et al.  Perspectives on Artificial Intelligence Programming , 1986, Science.

[4]  E. Valtonen,et al.  Structural development of Pinus sylvestris stands with varying initial density: a simulation model , 1988 .

[5]  Daniel G. Bobrow,et al.  Object-Oriented Programming: Themes and Variations , 1989, AI Mag..

[6]  E. Mälkönen Annual primary production and nutrient cycle in a birch stand. , 1977 .

[7]  Ann-Christine Mäkelä,et al.  Metsikön varhaiskehityksen dynamiikka. , 1982 .

[8]  R. McMurtrie,et al.  Above- and Below-ground Growth of Forest Stands: a Carbon Budget Model , 1983 .

[9]  Kari Mielikäinen Mänty koivusekametsiköiden rakenne ja kehitys. , 1980 .

[10]  E. Malkonen Annual primary production and nutrient cycle in some Scots pine stands , 1974 .

[11]  William E. Grant,et al.  AN ARTIFICIAL INTELLIGENCE MODELLING APPROACH TO SIMULATING ANIMAL/HABITAT INTERACTIONS , 1988 .

[12]  M. Kanninen,et al.  Eco-physiological studies on young Scots pine stands. II. , 1980 .

[13]  G. Stephens Productivity of red pine, 1. Foliage distribution in tree crown and stand canopy , 1969 .

[14]  簡聰富,et al.  物件導向軟體之架構(Object-Oriented Software Construction)探討 , 1989 .

[15]  Craig Loehle,et al.  Applying artificial intelligence techniques to ecological modeling , 1987 .

[16]  G. Swartzman,et al.  Ecological Simulation Primer , 1988 .

[17]  H. Shugart A Theory of Forest Dynamics , 1984 .