A STOCHASTIC SIMULATION-MODEL FOR EVALUATING THE CONCEPT OF PATCH SPRAYING

Citation
Mer. Paice et al., A STOCHASTIC SIMULATION-MODEL FOR EVALUATING THE CONCEPT OF PATCH SPRAYING, Weed Research, 38(5), 1998, pp. 373-388
Citations number
51
Categorie Soggetti
Plant Sciences",Agriculture
Journal title
ISSN journal
00431737
Volume
38
Issue
5
Year of publication
1998
Pages
373 - 388
Database
ISI
SICI code
0043-1737(1998)38:5<373:ASSFET>2.0.ZU;2-I
Abstract
The long-term economic benefits of 'patch' spraying are likely to be r elated to the initial spatial distribution of the target weeds, the de mographic characteristics of the species and the weed control and crop husbandry practices to which they are subjected. This paper describes a stochastic simulation model developed to investigate the interactio n between weed seed dispersal and patch spraying. Simulated weed plant and seed populations are generated and compared with data from field observations. Lloyd's Patchiness index is used to quantify the patchin ess of the weed density distribution, and the parameter k of the negat ive binomial distribution is used as a measure of distribution shape. A method of assessing the spatial scale of weed aggregation is propose d. in which spatial weed density information is transformed into the f requency domain, using a discrete two-dimensional Fourier transform. I n this paper, we simulate 'on/off' patch spraying (full or zero herbic ide application rate). A quantitative analysis of the effects of spray er resolution and weed seed dispersal range on the herbicide reduction and yield benefits from patch spraying is performed for three initial spatial seedbank distributions. The model is parameterized for the gr ass weed Alopecurus myosuroides Huds. Herbicide is applied in square a reas (whose size is defined by the spatial resolution of the sprayer) in which mean weed density is greater than or equal to one plant m(-2) . For a system conforming to this specification we show that for the c ontrol of A. myosuroides, it is unlikely that patch spraying would be profitable in the long term if the control area is larger than 6 m x 6 m. In some circumstances higher resolution may be required.