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Ground truthing refers not only to the confirmation and description of features observed in imagery at the actual field site, but is an integral part of development of the algorithms necessary for efficacy at all stages of development for remote weed detection, to ensure that what is observed or measured in the imagery is aligned with the features at the ground level.