Journal of The Royal Society Interface · 2013 · 73 citations · 39 references
AgricultureAgricultural EconomicsCrop SciencesCrop ModelingEnergy EconomicsEnergy PolicyLand UseLand-use EconomicsCrop Price DynamicsEnergy CropsLand Use Change AnalysisSpatial Diffusion ModelsTemporal Demand DynamicsTemporal Dynamics
Biomass produced from energy crops, such as Miscanthus and short rotation coppice is expected to contribute to renewable energy targets, but the slower than anticipated development of the UK market implies the need for greater understanding of the factors that govern adoption. Here, we apply an agent-based model of the UK perennial energy crop market, including the contingent interaction of supply and demand, to understand the spatial and temporal dynamics of energy crop adoption. Results indicate that perennial energy crop supply will be between six and nine times lower than previously published, because of time lags in adoption arising from a spatial diffusion process. The model simulates time lags of at least 20 years, which is supported empirically by the analogue of oilseed rape adoption in the UK from the 1970s. This implies the need to account for time lags arising from spatial diffusion in evaluating land-use change, climate change (mitigation or adaptation) or the adoption of novel technologies.
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Tutorial on agent-based modelling and simulation
Charles M. Macal, Michael North · Journal of Simulation · 2010 · 1.7K citations
Yield and spatial supply of bioenergy poplar and willow short‐rotation coppice in the UK
Matthew Aylott, Eric Casella, Ian Tubby et al. · New Phytologist · 2008 · 302 citations · Full text
Agriculture, Agronomy, Forestry +16