Abstract
A computational fluid dynamics (CFD) model of airflow and spray application in orchards was validated using field trials and used to assess the effect of wind and sprayer type on spray distribution in different orchard training systems. Three air-assisted orchard sprayer designs (a cross-flow sprayer, an axial sprayer and a sprayer with individual spouts) and four different training systems of apple and pear trees were used for this analysis. The CFD model integrates the tree architecture into the model geometry, rather than using a generalized canopy profile approach. Predicted vertical on-tree deposition profiles agreed well with measurements. The lower airflow rate generated by the sprayer with individual spouts resulted in a significantly larger deflection of the spray particles under the same wind conditions. A detailed assessment was made on the most common axial sprayer. An increase in the magnitude of the wind speed for flow across the tree row resulted in an increase in the amount of spray detected in the air around the trees and in the ground deposition in front of the tree row. Environmental airflow in the direction of spraying gave the largest deposition on the tree, constraining the spray in the canopy region. A wind direction opposite to the spraying direction, however, resulted in an increase of the ground deposition and the amount of spray remaining in air. The model can be used to analyze the effects of implementation of more sustainable spray application procedures taking into account wind conditions, tree and machine characteristics.
Similar content being viewed by others
References
Ade G, Pezzi F (2001) Results of field tests on a recycling air-assisted tunnel sprayer in a peach orchard. J Agric Eng Res 80:147–152
Ako PL (2011) Development of a model to predict spray deposition in air-carrier sprayer applications. University of Florida Press, Florida, 192 pp
Bartzanas T, Kacira M, Zhu H, Karmakar S, Tamimi E, Katsoulas N, Lee IB, Kittas C (2013) Computational fluid dynamics applications to improve crop production systems. Comput Electron Agric 93:151–167
Cross JV, Walklate PJ, Murray RA, Richardson GM (2001a) Spray deposits and losses in different sized apple trees from an axial fan orchard sprayer?: 2. Effects of spray quality. Crop Prot 20:333–343
Cross JV, Walklate PJ, Murray RA, Richardson GM (2001b) Spray deposits and losses in different sized apple trees from an axial fan orchard sprayer?: 1. Effects of spray liquid flow rate. Crop Prot 20:13–30
Cross JV, Walklate PJ, Murray RA, Richardson GM (2003) Spray deposits and losses in different sized apple trees from an axial fan orchard sprayer: 3. Effects of air volumetric flow rate. Crop Prot 22:381–394
Da Silva A, Sinfort C, Tinet C, Pierrat D, Huberson S (2006) A Lagrangian model for spray behaviour within vine canopies. J Aerosol Sci 37:658–674
Dekeyser D, Duga AT, Verboven P, Endalew AM, Hendrickx N, Nuyttens D (2013) Assessment of orchard sprayers using laboratory experiments and computational fluid dynamics modelling. Biosyst Eng 114:157–169
Delele MA, De Moor A, Sonck B, Ramon H, Nicolaï BM, Verboven P (2005) Modelling and validation of the air flow generated by a cross flow air sprayer as affected by travel speed and fan speed. Biosyst Eng 92:165–174
Delele MA, Jaeken P, Debaer C, Baetens K, Endalew AM, Ramon H, Nicolaï BM, Verboven P (2007) CFD prototyping of an air-assisted orchard sprayer aimed at drift reduction. Comput Electron Agric 55:16–27
Doruchowski G, Holownicki R (2000) Environmentally friendly spray techniques for tree crops. Crop Prot 19:617–622
Duan B, Yendol WG, Mierzejewski K (1992) Statistical comparison of the AGDISP model with deposit data. Atmos Environ Part A Gen Top 26:1635–1642
Duga AT, Ruysen K, Dekeyser D, Nuyttens D, Bylemans D, Nicolai BM, Verboven P (2015) Spray deposition profiles in pome fruit trees: effects of sprayer design, training system and tree canopy characteristics. Crop Prot 67:200–213
Endalew AM, Hertog M, Delele MA, Baetens K, Vercammen J, Gomand A, Baelmans M, Ramon H, Nicolaï BM, Verboven P (2007) 3D measurement and representation of pear canopy for modelling air-assisted orchard spraying. Commun Agric Appl Biol Sci 72:245–248
Endalew AM, Hertog M, Delele MA, Baetens K, Persoons T, Baelmans M, Ramon H, Nicolaï BM, Verboven P (2009a) CFD modelling and wind tunnel validation of airflow through plant canopies using 3D canopy architecture. Int J Heat Fluid Flow 30:356–368
Endalew AM, Hertog M, Gebrehiwot MG, Baelmans M, Ramon H, Nicolaï BM, Verboven P (2009b) Modelling airflow within model plant canopies using an integrated approach. Comput Electron Agric 66:9–24
Endalew AM, Debaer C, Rutten N, Vercammen J, Delele MA, Ramon H, Nicolaï BM, Verboven P (2010a) A new integrated CFD modelling approach towards air-assisted orchard spraying. Part I. Model development and effect of wind speed and direction on sprayer airflow. Comput Electron Agric 71:128–136
Endalew AM, Debaer C, Rutten N, Vercammen J, Delele MA, Ramon H, Nicolaï BM, Verboven P (2010b) Modelling pesticide flow and deposition from air-assisted orchard spraying in orchards: a new integrated CFD approach. Agric For Meteorol 150:1383–1392
Endalew AM, Debaer C, Rutten N, Vercammen J, Delele MA, Ramon H, Nicolaï BM, Verboven P (2010c) A new integrated CFD modelling approach towards air-assisted orchard spraying—part II: validation for different sprayer types. Comput Electron Agric 71:137–147
Gil Y, Sinfort C (2005) Emission of pesticides to the air during sprayer application: a bibliographic review. Atmos Environ 39:5183–5193
Gohlich H, Ganzelmeier H, Backer G (1996) Air-assisted sprayers for application in vine, orchard and similar crops. EPPO Bull 26:53–58
Graham DI, Moyeed RA (2002) How many particles for my Lagrangian simulations? Powder Technol 125:179–186
Heijne B, Hermon EA, Van Smelt JH, Huijmans JF (1993) Biological evaluation of crop protection with tunnel sprayers with reduced emission to the environment in apple growing. In: 2nd International symposium on pesticide application techniques, pp 321–328
Hilz E, Vermeer AWP (2013) Spray drift review: the extent to which a formulation can contribute to spray drift reduction. Crop Prot 44:75–83
Jensen PK, Olesen MH (2014) Spray mass balance in pesticide application: a review. Crop Prot 61:23–31
Khot LR, Ehsani R, Albrigo G, Larbi PA, Landers A, Campoy J, Wellington C (2012) Air-assisted sprayer adapted for precision horticulture: spray patterns and deposition assessments inmall-sized citrus canopies. Biosyst Eng 113:76–85
Kuzmin D, Mierka O, Turek S (2007) On the implementation of the \(\kappa \)–\(\varepsilon \) turbulence model in incompressible flow solvers based on a finite element discretisation. Int J Comput Sci Math 1:193–201
Lee IB, Bitog JPP, Hong SW, Seo Il H, Kwon KS, Bartzanas T, Kacira M (2013) The past, present and future of CFD for agro-environmental applications. Comput Electron Agric 93:168–183
Miller DR, Stoughton TE, Steinke WE, Huddleston EW, Ross JB (2000) Atmospheric stability effects on pesticide drift from an irrigated orchard. Trans ASAE 43:1057–1066
Molari G, Benini L, Ade G (2005) Design of a recycling tunnel sprayer using CFD simulations. Trans ASAE 48:463–468
Nuyttens D, Baetens K, De Schampheleire M, Sonck B (2007) Effect of nozzle type, size and pressure on spray droplet characteristics. Biosyst Eng 97:333–345
Phattaralerphong J, Sathornkich J, Sinoquet H (2006) A photographic gap fraction method for estimating leaf area of isolated trees: assessment with 3D digitized plants. Tree Physiol 26:1123–1136
Planas S, Solanelles F, Fillat A (2002) Assessment of recycling tunnel sprayers in Mediterranean vineyards and apple orchards. Biosyst Eng 82:45–52
Poulsen ME, Wenneker M, Withagen J, Christensen HB (2012) Pesticide residues in individual versus composite samples of apples after fine or coarse spray quality application. Crop Prot 35:5–14
Raupach MR, Woods N, Dorr G, Leys JF, Cleugh HA (2001) The entrapment of particles by windbreaks. Atmos Environ 35:3373–3383
Sarigiannis DA, Kontoroupis P, Solomou ES, Nikolaki S, Karabelas AJ (2013) Inventory of pesticide emissions into the air in Europe. Atmos Environ 75:6–14
Sidahmed MM, Brown RB (2001) Simulation of spray dispersal and deposition from a forestry airblast sprayer—part I: air jet mode. Trans ASAE 44:5–10
Svensson SA, Brazee RD, Fox RD, Williams KA (2003) Air jet velocities in and beyond apple trees from a two-fan cross-flow sprayer. Trans ASAE 46:611–621
Tiam SK, Morin S, Pesce S, Feurtet-Mazel A, Moreira A, Gonzalez P, Mazzella N (2014) Environmental effects of realistic pesticide mixtures on natural biofilm communities with different exposure histories. Sci Total Environ 473–474:496–506
Wilson NR, Shaw RH (1977) A higher order closure model for canopy flow. J Appl Meteorol 16:1197–1205
Wise JC, Jenkins PE, Schilder AMC, Vandervoort C, Isaacs R (2010) Sprayer type and water volume influence pesticide deposition and control of insect pests and diseases in juice grapes. Crop Prot 29:378–385
Acknowledgments
The financial support of the Institute for the Promotion of Innovation by Science and Technology in Flanders (project IWT 080528) is gratefully appreciated.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Duga, A.T., Dekeyser, D., Ruysen, K. et al. Numerical Analysis of the Effects of Wind and Sprayer Type on Spray Distribution in Different Orchard Training Systems. Boundary-Layer Meteorol 157, 517–535 (2015). https://doi.org/10.1007/s10546-015-0064-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10546-015-0064-2