Weed reconnaissance networks for problem targeting and early warning characterizes spatial distribution of troublesome weed species, and acts as early warning systems to stakeholder networks for emerging weed-related threats (e.g. new weed, herbicide resistance ‘hot spots’) and guides partners in deploying weed management strategies explicitly linkeo to specific production challenges.