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Decision support systems (DSS) are used for weed control decisions worldwide. Several DSS for weed management have been published. However they mostly rely on full herbicide dosages and do not take weed population dynamics into account. We developed a modular DSS for long-term Avena fatua L. control in winter wheat. The DSS was parameterized with three year field experiment datasets covering yield loss data, density-dependent population dynamics data as well as data on dose dependent herbicidedoi:10.5073/jka.2014.443.045 fatcat:a63z4irtw5fabhrwpuch6zx5fe