Weeds are often spatially aggregated in maize fields, and the level of
aggregation varies across and within fields. Several annual weed species are
present in maize fields before postemergence herbicide application, and
herbicides applied will control several species at a time. The goal of this
study was to assess the spatial distribution of multispecies weed
infestation in maize fields. Ground-based imagery was used to map weed
infestations in rain-fed maize fields. Image segmentation was used to
extract weed cover information from geocoded images, and an expert-based
threshold of 0.102% weed cover was used to generate maps of weed
presence/absence. From 19 site-years, 13 (68%) demonstrated a random spatial
distribution, whereas six site-years demonstrated an aggregated spatial
pattern of either monocotyledons, dicotyledons, or both groups. The results
of this study indicated that monocotyledonous and dicotyledonous weed groups
were not spatially segregated, but discriminating these weed groups slightly
increased the chances of detecting an aggregated pattern. It was concluded
that weeds were not always spatially aggregated in maize fields. These
findings emphasize the need for techniques allowing the assessment of weed
aggregation prior to conducting site-specific weed management.