Performance evaluation of an automated detection and control system for volunteer potatoes in sugar beet fields

Incomplete control of volunteer potato plants causes a high environmental load through increased crop protection chemical usage in potato cropping. A joint effort of industry, policy makers and science initiated a four year scientific project on detection and control of volunteer potato plants. A proof-of-principle machine for automated detection and control of volunteer potato plants in sugar beet fields has been tested in experimental fields. Machine vision-based detection at 100 mm2 precision is combined with a micro-sprayer with five needles and a working width of 0.2 m. The accuracy of the system was ±14 mm in longitudinal direction and ±7.5 mm in transverse direction. The main error source was the variability in micro-sprayer droplet velocity that caused longitudinal errors. However, 77% of volunteer plants with a size larger than 1200 mm2 were successfully controlled at machine speeds up to 0.8 m s−1. Within the crop row, glyphosate was applied on weed potato plants and this resulted in the unwanted death of up to 1.0% of sugar beet plants.

[1]  J. V. D. Zande,et al.  Automated detection and spraying of volunteer potato plants in sugar beet fields , 2008 .

[2]  N. D. Tillett,et al.  Inter-row vision guidance for mechanical weed control in sugar beet , 2002 .

[3]  P. Lutman,et al.  The activity of glyphosate and aminotriazole against volunteer potato plants and their daughter tubers , 1978 .

[4]  Arthur Gelb,et al.  Applied Optimal Estimation , 1974 .

[5]  J. Marchant,et al.  Color invariant for daylight changes: relaxing the constraints on illuminants. , 2001, Journal of The Optical Society of America A-optics Image Science and Vision.

[6]  J. Masiunas,et al.  Glyphosate Activity in Potato (Solanum tuberosum) Under Different Temperature Regimes and Light Levels , 1988, Weed Science.

[7]  E. J. van Henten,et al.  Real time vision detection of weed potato plants in sugar beet fields , 2008 .

[8]  A. T. Nieuwenhuizen,et al.  Automated detection and control of volunteer potato plants , 2009 .

[9]  A. Mulder,et al.  Production, survival and infectivity of oospores of Phytophthora infestans , 2000 .

[10]  D. Smid,et al.  Phytotoxicity and Translocation of Glyphosate in the Potato (Solanum tuberosum) Prior to Tuber Initiation , 1981, Weed Science.

[11]  K. H. Roth,et al.  Foundation of methodical procedures in design , 1981 .

[12]  R. Boydston Volunteer Potato (Solanum tuberosum) Control with Herbicides and Cultivation in Field Corn (Zea mays)1 , 2001, Weed Technology.

[13]  R. Boydston,et al.  Volunteer Potato (Solanum tuberosum) Control with Herbicides and Cultivation in Onion (Allium cepa)1 , 2002, Weed Technology.

[14]  A. T. Nieuwenhuizen,et al.  Adaptive detection of volunteer potato plants in sugar beet fields , 2010, Precision Agriculture.

[15]  G. Meyer,et al.  Color indices for weed identification under various soil, residue, and lighting conditions , 1994 .

[16]  Lei Tian,et al.  Real-time weed detection in outdoor field conditions , 1999, Other Conferences.