Noxious weeds, characterized by their aggressive behavior, continue to be an increasing problem throughout the United States. Early detection is critical in order to contain and/or eradicate an infestation.
Ground-based surveys for weeds require time and money to cover a relatively small area. The data collected from ground-based surveys may only provide a limited amount of information regarding the extent and spread of any target weed.
Remote sensing, using an unmanned aerial vehicle (UAV), can provide a more efficient method to map and monitor an area for noxious weeds. UAVs cover a large area in a relatively short amount of time while providing high spatial resolution, which can allow for the detection of small objects including weeds.
Due to weight constraints, UAVs use light-weight sensors and especially four- to six-band multispectral cameras to take images in the visible and the near infra-red (NIR).
Timing of aerial flights is one of the most critical factors for distinguishing characteristics of noxious weeds from surrounding cover.
For example, an Oriental bittersweet survey is done best once the leaves have fallen, snow has covered the ground and the fruits are bright red.
For more information about the collaborative work done by the Minnesota Department of Agriculture (MDA) and the University of Minnesota using UAVs, visit the MDA Web site at www.mda.state.mn.us.
Although aerial surveys offer a more efficient method of mapping infestations, there are many weeds that may not be good candidates for remote sensing. Weeds may not be distinguishable from their surroundings making it difficult to locate in an aerial image.
Research is being done to overcome this obstacle by using multispectral cameras which work by imaging different wavelengths of light. Plants typically reflect a large amount of NIR light, which is not visible to the human eye but is visible to multispectral cameras. These cameras have been utilized to identify areas of stress in a crop and even provide a quantitative metric for the vigor of a plant.
– Photo courtesy of Curtis Olson, University of Minnesota
– Eric Yu works for the Minnesota Department of Agriculture