Regulation of pesticide and fertilizer rates with applied by unmanned aerial vehicle

Leonid Marchenko; Igor’ Smirnov; Artem Spiridonov

doi:10.1051/e3sconf/202021710002

All issues

Volume 217 (2020)

E3S Web Conf., 217 (2020) 10002

References

Open Access

Issue		E3S Web Conf. Volume 217, 2020 International Scientific and Practical Conference “Environmental Risks and Safety in Mechanical Engineering” (ERSME-2020)


Article Number		10002
Number of page(s)		8
Section		Natural Resource and Soil Management
DOI		https://doi.org/10.1051/e3sconf/202021710002
Published online		14 December 2020

M. Ayre, V. Mc Collum, W. Waters, P. Samson, A. Curro, R. Nettle, J-A. Paschen, Ba. King, N. Reichelt, Supporting and practising digital innovation with advisers in smart farming. NJAS, Wageningen Journal of Life Sciences 90-91, 100302 (2019) ISSN 1573-5214, DOI:10.1016/j.njas.2019.05.001 [Google Scholar]
P. Radoglou-Grammatikis, P. Sarigiannidis, T. Lagkas, I. Moscholios, A compilation of UAV applications for precision agriculture, Computer Networks 172, 107148 (2020) ISSN 1389-1286, DOI:10.1016/j.comnet.2020.107148 [Google Scholar]
B. S. Faiçal, F.G. Costa, G. Pessin, J. Ueyama, H. Freitas, A. Colombo, P.H. Fini, L. Villas, F.S. Osório, P.A. Vargas, T. Braun, The use of unmanned aerial vehicles and wireless sensor networks for spraying pesticides, Journal of Systems Architecture 60, 4, 393-404 (2014 ISSN 1383-7621, DOI:10.1016/j.sysarc.2014.01.004 [Google Scholar]
H. Zhu, Y. Lan, W. Wu, W.C. Hoffmann, Y. Huang, X. Xue, J. Liang, B. Fritz, Development of a PWM Precision Spraying Controller for Unmanned Aerial Vehicles, Journal of Bionic Engineering 7, 3, 276-283 (2010 ISSN 1672-6529, https://doi.org/10.1016/S1672-6529(10)60251-X [Google Scholar]
M. Nurfaiz Abd. Kharim, A. Wayayok, A. Rashid, M. Shariff, A.F. Abdullah, E.M. Husin, Droplet deposition density of organic liquid fertilizer at low altitude UAV aerial spraying in rice cultivation. Computers and Electronics in Agriculture 167, 105045 (2019) ISSN 0168-1699, https://doi.org/10.1016/j.compag.2019.105045 [Google Scholar]
F. Ahmad, B. Qui, X. Dong, J. Ma, X. Huang, S. Ahmed, F. Chandio, Effect of operational parameters of UAV sprayer on spray deposition pattern in target and off-target zones during outer field weed control application. Computers and Electronics in Agriculture 170 (2020) Doi:10.1016/j.compag.2020.105350 [Google Scholar]
A.L.R. Oliveira, V.A. Rodriguez, R.M. de Carvalho, M.S. Powell, L.M. Tavares. Mechanistic modeling and simulation of a batch vertical stirred mill. Minerals Engineering 156, 106487 (2020) ISSN 0892-6875, DOI:10.1016/j.mineng.2020.106487 [Google Scholar]
S. Mypati, A. Docoslis, D.P.J. Barz, Direct writing of liquids by micro dispensing: Stability and shape of laminar jets with high Froude numbers. Chemical Engineering Journal 381, 122645 (2020) ISSN 1385-8947, doi:10.1016/j.cej.2019.122645 [Google Scholar]
Wen S, Zhang Q, Deng J, Lan Y, Yin X, Shan J, Design and Experiment of a Variable Spray System for Unmanned Aerial Vehicles Based on PID and PWM Control, Applied Sciences 8(12), 2482 (2018) DOI:10.3390/app8122482 [Google Scholar]
Liu Y, Ru Y, Duan L, Qu R, Model and design of real-time control system for aerial variable spray. PLoS ONE 15(7): e0235700 (2020) DOI:10.1371/journal.pone.0235700 [Google Scholar]
D.K. Giles, R.C. Billig. Development and Performance of a UAV for Crop Spraing, Chemical Engineering Transactions 44, 307-312 (2015) [Google Scholar]
He X.K., Bonds J, Herbst A, Langenakens J, Regent development of unmanned aerial vehicle for plant protection in East Asia. IntAgric&BiolEng. 10(3), 18-30 (2017) [Google Scholar]
A. Harnsihacacha, A. Piyapaneekoon, P. Kowitwarangkul, Physical water model and CFD studies of fluid flow in a single strand tundish, Materials Today: Proceedings 5, 3, 2, Pages 9220-9228 (2018 ISSN 2214-7853, doi:10.1016/j.matpr.2017.10.093 [Google Scholar]
M.M. Tareq, R.A. Dafsari, S. Jung, J. Lee, Effect of the physical properties of liquid and ALR on the spray characteristics of a pre-filming airblast nozzle, International Journal of Multiphase Flow 126, 103240 (2020) ISSN 0301-9322, DOI:10.1016/j.ijmultiphaseflow.2020.103240 [Google Scholar]
J. Cheng, F. Zhang, T. Liu, A discontinuous Galerkin method for the simulation of compressible gas-gas and gas-water two-medium flows, Journal of Computational Physics 403, 109059 (2020) ISSN 0021-9991, DOI:10.1016/j.jcp.2019.109059 [Google Scholar]

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[1] M. Ayre, V. Mc Collum, W. Waters, P. Samson, A. Curro, R. Nettle, J-A. Paschen, Ba. King, N. Reichelt, Supporting and practising digital innovation with advisers in smart farming. NJAS, Wageningen Journal of Life Sciences 90-91, 100302 (2019) ISSN 1573-5214, DOI:10.1016/j.njas.2019.05.001 [Google Scholar]

[2] P. Radoglou-Grammatikis, P. Sarigiannidis, T. Lagkas, I. Moscholios, A compilation of UAV applications for precision agriculture, Computer Networks 172, 107148 (2020) ISSN 1389-1286, DOI:10.1016/j.comnet.2020.107148 [Google Scholar]

[3] B. S. Faiçal, F.G. Costa, G. Pessin, J. Ueyama, H. Freitas, A. Colombo, P.H. Fini, L. Villas, F.S. Osório, P.A. Vargas, T. Braun, The use of unmanned aerial vehicles and wireless sensor networks for spraying pesticides, Journal of Systems Architecture 60, 4, 393-404 (2014 ISSN 1383-7621, DOI:10.1016/j.sysarc.2014.01.004 [Google Scholar]

[4] H. Zhu, Y. Lan, W. Wu, W.C. Hoffmann, Y. Huang, X. Xue, J. Liang, B. Fritz, Development of a PWM Precision Spraying Controller for Unmanned Aerial Vehicles, Journal of Bionic Engineering 7, 3, 276-283 (2010 ISSN 1672-6529, https://doi.org/10.1016/S1672-6529(10)60251-X [Google Scholar]

[5] M. Nurfaiz Abd. Kharim, A. Wayayok, A. Rashid, M. Shariff, A.F. Abdullah, E.M. Husin, Droplet deposition density of organic liquid fertilizer at low altitude UAV aerial spraying in rice cultivation. Computers and Electronics in Agriculture 167, 105045 (2019) ISSN 0168-1699, https://doi.org/10.1016/j.compag.2019.105045 [Google Scholar]

[6] F. Ahmad, B. Qui, X. Dong, J. Ma, X. Huang, S. Ahmed, F. Chandio, Effect of operational parameters of UAV sprayer on spray deposition pattern in target and off-target zones during outer field weed control application. Computers and Electronics in Agriculture 170 (2020) Doi:10.1016/j.compag.2020.105350 [Google Scholar]

[7] A.L.R. Oliveira, V.A. Rodriguez, R.M. de Carvalho, M.S. Powell, L.M. Tavares. Mechanistic modeling and simulation of a batch vertical stirred mill. Minerals Engineering 156, 106487 (2020) ISSN 0892-6875, DOI:10.1016/j.mineng.2020.106487 [Google Scholar]

[8] S. Mypati, A. Docoslis, D.P.J. Barz, Direct writing of liquids by micro dispensing: Stability and shape of laminar jets with high Froude numbers. Chemical Engineering Journal 381, 122645 (2020) ISSN 1385-8947, doi:10.1016/j.cej.2019.122645 [Google Scholar]

[9] Wen S, Zhang Q, Deng J, Lan Y, Yin X, Shan J, Design and Experiment of a Variable Spray System for Unmanned Aerial Vehicles Based on PID and PWM Control, Applied Sciences 8(12), 2482 (2018) DOI:10.3390/app8122482 [Google Scholar]

[10] Liu Y, Ru Y, Duan L, Qu R, Model and design of real-time control system for aerial variable spray. PLoS ONE 15(7): e0235700 (2020) DOI:10.1371/journal.pone.0235700 [Google Scholar]

[11] D.K. Giles, R.C. Billig. Development and Performance of a UAV for Crop Spraing, Chemical Engineering Transactions 44, 307-312 (2015) [Google Scholar]

[12] He X.K., Bonds J, Herbst A, Langenakens J, Regent development of unmanned aerial vehicle for plant protection in East Asia. IntAgric&BiolEng. 10(3), 18-30 (2017) [Google Scholar]

[13] A. Harnsihacacha, A. Piyapaneekoon, P. Kowitwarangkul, Physical water model and CFD studies of fluid flow in a single strand tundish, Materials Today: Proceedings 5, 3, 2, Pages 9220-9228 (2018 ISSN 2214-7853, doi:10.1016/j.matpr.2017.10.093 [Google Scholar]

[14] M.M. Tareq, R.A. Dafsari, S. Jung, J. Lee, Effect of the physical properties of liquid and ALR on the spray characteristics of a pre-filming airblast nozzle, International Journal of Multiphase Flow 126, 103240 (2020) ISSN 0301-9322, DOI:10.1016/j.ijmultiphaseflow.2020.103240 [Google Scholar]

[15] J. Cheng, F. Zhang, T. Liu, A discontinuous Galerkin method for the simulation of compressible gas-gas and gas-water two-medium flows, Journal of Computational Physics 403, 109059 (2020) ISSN 0021-9991, DOI:10.1016/j.jcp.2019.109059 [Google Scholar]