Global Journal of Agricultural Innovation, Research & Development, 2016, 3, 1-9 1
E-ISSN: 2409-9813/16 © 2016 Avanti Publishers
Derivation of a Cropping System Transfer Function for Weed
Management: Part 2 – Microwave Weed Management
Graham Brodie
*
Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Nalinga Rd. Dookie, Victoria,
3647, Australia
Abstract: System behaviour is described by transfer functions, which relate the system’s output to one or more input
parameters. This paper derives the transfer function for crop yield potential as a function of applied microwave energy for
control of weeds. The resulting transfer function reveals that microwave weed control and soil treatment can increase
normalized crop yield potential above the ideal weed free potential. It also revealed that there was an ongoing yield
advantage associated with a once off microwave soil treatment to deplete the weed seed bank.
Keywords: System analysis, weeds, microwave, herbicide resistance, crop ecology.
1. INTRODUCTION
Good weed management is based on controlling the
viable weed seed bank in the soil. A study by Chauhan
et al. [1] found that in a no-till cropping systems,
approximately 65% of the viable weed seed bank is
found in the top 1cm of soil and 90% of the viable seed
bank is in the top 5cm of soil [2]. Burnside et al. [3]
reported that viable weed seeds in the soil can be
reduced by 95% after five years of consistent herbicide
management; however, Kremer [4] pointed out that in
spite of achieving good weed control over several
years, weed infestations will recur quickly in
succeeding years if intensive weed management is
discontinued or interrupted. These efforts to deplete the
soil seed bank are also hindered by the growing list of
herbicide-resistant weed biotypes.
Herbicide resistance in many weed species is
becoming wide spread [5] and multiple herbicide
resistances in several weed species has been widely
reported [6]. Some studies have demonstrated that
competition from weeds can reduce the expected yield
of crops by between 35% and 55% [7, 8]. In time,
herbicide resistant weeds may ultimately result in more
significant yield reductions and grain contamination.
The International Agency for Research on Cancer
(IARC), which is part of the World Health Organisation
(WHO), has concluded that glyphosate is probably
carcinogenic to humans [9]. This announcement has
generated considerable debate in the media
concerning the use of herbicides. Other authors have
*Address correspondence to this author at the Faculty of Veterinary and
Agricultural Sciences, The University of Melbourne, Nalinga Rd. Dookie,
Victoria, 3647, Australia; Tel: +61 3 5833 9273; Fax: +61 3 5833 9201;
E-mail: grahamb@unimelb.edu.au
also highlighted the potential hazard to human health of
exposure to herbicides and pesticides [10-15].
Interest in the effects of high frequency
electromagnetic waves on biological materials dates
back to the late 19
th
century [16], while interest in the
effect of high frequency waves on plant material began
in the 1920s [16]. Many of the earlier experiments on
plant material focused on the effect of radio
frequencies (RF) on seeds [16]. In many cases, short
exposure resulted in increased germination and vigour
of the emerging seedlings [17-19]; however, long
exposure usually resulted in seed and plant death
[16, 20].
Davis et al. [21, 22] were among the first to study
the lethal effect of microwave heating on seeds. They
treated seeds, with and without any soil, in a
microwave oven and showed that seed damage was
mostly influenced by a combination of seed moisture
content and the energy absorbed per seed. Other
findings from this study suggested that both the specific
mass and specific volume of the seeds were strongly
related to a seed’s susceptibility to damage by
microwave fields [22]. These finding may be associated
with the radar cross section [23] of the seeds, with
larger seeds intercepting more microwave energy.
In a theoretical argument, based on the dielectric
and density properties of seeds and soils, Nelson [24]
demonstrated that using microwaves to selectively heat
seeds in the soil “cannot be expected.” He concluded
that seed susceptibility to damage from microwave
treatment is a purely thermal effect, resulting from soil
heating and thermal conduction into the seeds.
Nelson’s final conclusion was that microwave soil
treatment was unviable because of its high energy
requirements; however these studies ignored the
effects of herbicide resistant weeds on crop yields.