Use of a terrestrial LIDAR sensor for drift Detection in vineyard spraying

Sensors (Switzerland)

Volumn 13, Issue 1, 2013, Pages 516-534

  Gil, Emilio ^a   Llorens, Jordi ^a   Llop, Jordi ^a   Fàbregas, Xavier ^a   Gallart, Montserrat ^a  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

Author keywords

Air injection nozzles; Drift; Drift test bench; LIDAR; Vineyard

Indexed keywords

AIR INJECTION; DRIFT; LIDAR MEASUREMENTS; LIGHT DETECTION AND RANGING SYSTEMS; PESTICIDE APPLICATIONS; TERRESTRIAL LIDARS; TEST BENCHES; VINEYARD;

AIR; BLOWERS; DEPOSITS; DROPS; FLOW RATE; OPTICAL RADAR; SENSORS; TESTING;

SPRAY NOZZLES;

PESTICIDE;

ARTICLE; DRUG EFFECT; EQUIPMENT; OPTICS; SPAIN; VITIS; WEATHER; WIND;

OPTICS AND PHOTONICS; PESTICIDES; SPAIN; VITIS; WEATHER; WIND;

EID: 84872826390     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s130100516     Document Type: Article

References (34)

1. Nuyttens, D.; Schampheleire, M.D.; Baetens, K.; Sonck, B. The influence of operator-controlled variables on spray drift from field crop sprayers. Trans. ASABE 2007, 50, 1129-1140.
2. European Parliament. Directive 2009/128/EC of the European Parliament and of the Council of 21 October 2009 Establishing a Framework for Community Action to Achieve the Sustainable Use of Pesticides, 2009/128/EC, 2009.
3. ISO TC 23/SC 06 N 22866. Equipment for Crop Protection-Methods for the Field Measurement of Spray Drift.
4. Miller, D.R.; Salyani, M.; Hiscox, A.L. Remote Measurement of Spray Drift from Orchard Sprayers Using LIDAR. In Proceedings of the American Society of Agricultural and Biological Engineers, Las Vegas, NV, USA, 27-30 July 2003; Annual Meeting Paper No.031093.
5. Wang, M.; Rautmann, D. A simple probabilistic estimation of spray drift-factors determining spray drift and development of a model. Environ. Toxicol. Chem. 2008, 27, 2617-2626.
6. Ganzelmeier, H.; Rautmann, D.; Spangenberg, R.; Streloke, M.; Herrmann, M.; Wenzelburger, H.J.; Walter, H.F. Studies on spray drift of plant protection products. Mitt. Biol. Bundesanst. Land. Forstwirtsch. Berl. Dahl. 1995, 305, 1-111.
7. Rautmann, D.; Streloke, M.; Winkler, R. New basic drift values in the authorization procedure for plant protection products. Mitt. Biol. Bundesanst. Land.-Forstwirtsch. Berl.-Dahl. 2001, 383, 133-141.
8. Arvidsson, T.; Bergström, L.; Kreuger, J. Spray drift as influenced by meteorological and technical factors. Pest. Manag. Sci. 2011, 67, 586-598.
9. Van De Zande, J.C.; Michielsen, J.M.P.G.; Stallinga, H.; Porskamp, H.A.J.; Holterman, H.J.; Huijsman J F M. Spray Distribution When Spraying Potatoes with a Conventional or an AirAssisted Field Boom Sprayer. ASAE 2002, Paper No.021003.
10. Ozkan, H.E. Effects of major variables on drift distances of spray droplets. Food Agric. Biol. Eng. 1998, AEX, 525-598.
11. Balsari, P.; Marucco, P.; Tamagnone, M. Technical note: A system to assess the mass balance of spray applied to tree crops. Trans. ASAE 2005, 48, 1689-1694.
12. Van De Zande, J.C.; Porskamp, H.A.J.; Michielsen, P.J.M.G.; Holterman, H.J.; Huijsmans, J.F.M. Classification of spray applications for driftability, to protect surface water. Aspect. Appl. Biol. 2000, 57, 57-65.
13. Arvidsson, T.; Bergström, L.; Kreuger, J. Comparison of collectors of airborne spray drift. Experiments in a wind tunnel and field measurements. Pest Manag. Sci. 2011, 67, 725-733.
14. Solanelles, F.; Gregorio, E.; Sanz, R.; Rosell, J.R.; Arnó, J.; Planas, S.; Escolà, A.; Masip, J.; Ribes-Dasi, M.; Gracia, F.; Camp, F. Spray Drift Measurements in Tree Crops Using a Lidar System. In Proceedings of 10th Workshop on Spray Application Techniques in Fruit Growing, Wageningen, The Netherlands, 30 September-2 October 2009; pp. 40-41,
15. Donkersley, P.; Nuyttens, D. A meta analysis of spray drift sampling. Crop. Prot. 2011, 30, 931-936.
16. Nuyttens, D.; de Schampheleire, M.; Baetens, K.; Brusselman, E.; Dekeyser, D.; Verboven, P. Drift from field crop sprayers using an integrated approach: Results of a five-year study. Trans. ASABE 2011, 54, 403-408.
17. Holterman, H.; Van de Zande, J.C.; Porskamp, H.A.J.; Huijsmans, J.F.M. Modeling spray drift from boom sprayers. Comput. Electron. Agric. 1997, 19, 1-22.
18. Hobson, P.A.; Miller, P.C.H.; Walklate, P.J.; Tuck, C.R.; Western, N.M. Spray drift from hydraulic spray nozzles: The use of a computer simulation model to examine factors influencing drift. J. Agric. Eng. Res. 1993, 54, 293-305.
19. Nuyttens, D.; De Schampheleire, M.; Steurbaut, W.; Baetens, K.; Verboven, P.; Nicolai, B.; Ramon, H.; Sonck, B. Experimental study of factors influencing the risk of drift from field sprayers, Part 1: Meteorological conditions. Aspect. Appl. Biol. 2006, 77, 321-330.
20. Balsari, P.; Marucco, P.; Tamagnone, M. A test bench for the classification of boom sprayers according to drift risk. Crop. Prot. 2007, 26, 1482-1489.
21. Vanella, G.; Salyani, M.; Balsari, P.; Futch, S.H.; Sweeb, R.D. A method for assessing drift potential of a citrus herbicide applicator. HortTech. 2011, 21, 745-751.
22. Hiscox, A.L.; Miller, D.R.; Nappo, C.J.; Ross, J. Dispersion of fine spray from aerial applications in stable atmospheric conditions, Trans. ASABE 2006, 49, 1513-1520.
23. Hoff, R.M.; Mickle, R.E.; Froude, F.A. A rapid acquisition LIDAR system for aerial spray diagnostics. Trans. ASABE 1989, 51, 1523-1528.
24. Stoughton, T.E.; Miller, D.E.; Yang, X.; Kirk, M.; Ducharme, K.M. A comparison of spray drift predictions to LIDAR data. Agric. For. Meteorol. 1997, 88, 15-26.
25. Walklate, P.J. Modelling Canopy Interactions for Drift Mitigation. In Proceedings of the International Conference on Pesticide Application for Drift Management, Waikoloa, HI, USA, 27-29 October 2004; pp. 370-377.
26. Miller, D.R.; Stoughton, T.E. Response of spray drift from aerial applications at a forest edge to atmospheric stability. Agric. For. Meteorol. 2000, 100, 49-58.
27. Lavrov, A.; Utkin, A.B.; Vilar, R.; Fernandes, A. Evaluation of smoke dispersion from forest fire plumes using lidar experiments and modeling. Int. J. Therm. Sci. 2006, 45, 848-859.
28. Khot, L.R.; Miller, D.R.; Hiscox, A.L.; Salyani, M.; Walker, T.W.; Farooq, M. Lidar extrapolation of droplet catch measurements in aerosol application treatments. At. Sprays 2011, 21, 149-158.
29. Meier, U. Growth Stages of Mono-and Dicotyledonous-Plants. BBCH Monograph, 2nd ed.; Meier, U., Ed.; Federal Biological Research Centre for Agriculture and Forestry: Berlin, Germany, 2001. Available online: http://www.jki.bund.de/fileadmin/dam_uploads/_veroeff/bbch/BBCH-Skala_englisch.pdf (accessed on 15 December 2012).
30. Doble, S.J.; Matthews, G.A.; Rutherford, I.; Southcombe, E.S.E. A system for classifying hydraulic nozzles and other atomizers into categories of spray quality. In Proceedings of the British Crop Protection Conference-Weeds, Brighton, UK, 18-21 November 1985; Volume 9A.6, pp. 1125-1133.
31. Van de Zande, J.C.; Holterman, H.J.; Wenneker, M. Nozzle classification for drift reduction in orchard spraying: Identification of drift reduction class threshold nozzles. Agric. Eng. Int.: CIGR J. 2008, X, Manuscript ALNARP 08 0013.
32. Llorens, J.; Gil, E.; Llop, J.; Escolà, A. Ultrasonic and LIDAR sensors for electronic canopy characterization in vineyards: Advances to improve pesticide application methods. Sensors 2011, 11, 2177-2194.
33. Llorens, J.; Gil, E.; Llop, J.; Queraltó, M. Georeferenced LIDAR 3D vine plantation map generation. Sensors 2011, 11, 6237-6256.
34. Sanz-Cortiella, R.; Llorens-Calveras, J.; Rosell-Polo, J.R.; Gregorio-Lopez, E.; Palacin-Roca, J. Characterisation of the LMS200 laser beam under the influence of blockage surfaces. Influence on 3D scanning of tree orchards. Sensors 2011, 11, 2751-2772.