期刊
COMPUTERS AND ELECTRONICS IN AGRICULTURE
卷 65, 期 2, 页码 155-167出版社
ELSEVIER SCI LTD
DOI: 10.1016/j.compag.2008.08.007
关键词
Weeds; Decision support; Models; Optimisation; Dynamic programming; Stochastic; Heuristics
资金
- Sustainable Arable LINK [LK 0916]
- HGCA [2286]
- BASF
- Bayer CropScience
- Dow AgroSciences
- DuPont
- Syngenta Crop Protection UK Ltd
Weed Manager is a model-based decision support system to assist arable farmers and advisers in weed control decisions on two time scales: within a single season and over several years in a rotation. The single season decision is supported by a wheat crop and annual weed growth simulation, with a multi-stage heuristic decision model. The rotational aspect uses a model of seed population dynamics, with decisions optimised using stochastic dynamic programming. Each time scale has its own user interface within a single program integrated into the ArableDS framework, which provides data sharing between several decision support modules. Weed Manager was used by about 100 farmers and consultants in the 2005-2006 and 2006-2007 seasons. (c) 2008 Elsevier B.V. All rights reserved.
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