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Updated: Sep 18, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
Randomised land use pathway generation allows efficient multi-outcome appraisal
Joshua P Copping1, Richard B Bradbury2,3, Rob H Field2
1Centre for Conservation Science, RSPB, Sandy, Bedfordshire, UK. joshua.copping@rspb.org.uk.
Abstract:
Land use scenario modelling with multi-criteria evaluation is an important tool for identifying integrated solutions to challenges such as biodiversity loss, climate change, and food production. Ideally, such models should identify efficient solutions from a large set of potential futures. Here, we generate 10,000 random future land use pathways for the UK, with each pathway deploying a randomly-drawn quantity of eight land-based climate change mitigation measures. We show that there are multiple paths to a net zero UK land sector, with wide-ranging impacts on food production and habitat availability for breeding birds. Whilst trade-offs are inherent, we identify pathways which are more efficient than a previous exercise which considered a more limited set of futures. We also explore the consequences of achieving efficiency at different spatial or governance scales, showing that whilst UK-scale decision-making is slightly more efficient, it results in less equitable outcomes than decision-making at devolved nation scales.
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