Response characteristics and efficiency of variable rate fertilization based on spectral reflectance
DOI:
https://doi.org/10.25165/ijabe.v11i6.4086Keywords:
variable rate fertilization, fertilization lag, calibration, fertilization efficiency, winter wheatAbstract
The key technical problem of variable rate fertilization system based on spectrum information was precise variable fertilization in certain area according to the acquired spectrum information. Hysteretic fertilizing is a critical problem in most of current fertilizer equipment. Hysteresis model was built and analyzed in this study to improve the system. Fertilizing tests were conducted on different wheat breeds and the results were analyzed. The tests showed that variable rate fertilization had obvious hysteresis phenomenon with the maximum lag distance of 3.82 m, the minimum lag distance of 1.73 m and average of 3.06 m. Hysteresis phenomenon of the variable rate fertilization system was obviously decreased when implanting a correction time of 2.04 s with the maximum lag distance of 0.61 m. Variable effects varied by different wheat breeds. Variable rate fertilization had an advantage of improving spatial differences of Yangmai-23, and the spatial variability of which decreased by 14.23%. In the small test area, the amount of fertilizer in Zhenmai-168 decreased by 2.84 kg, while the amount of which in Yangmai-23 increased by 3.83 kg. Yield of Zhenmai-168 in small area was lower than that in traditional pattern, but the condition of Yangmai-23 was on the contrary. Valuable information for increasing performance of fertilization in variable rate fertilization system was provided in this paper. Keywords: variable rate fertilization, fertilization lag, calibration, fertilization efficiency, winter wheat DOI: 10.25165/j.ijabe.20181106.4086 Citation: Chen M, Yang Z J, Wang X C, Shi Y Y, Zhang Y. Response characteristics and efficiency of variable rate fertilization based on spectral reflectance. Int J Agric & Biol Eng, 2018; 11(6): 152–158.References
Chanseok R, Masahiko S, Mikio U. Model for predicting the nitrogen content of rice at panicle initiation stage using data from airborne hyperspectral remote sensing. Biosystems Engineering, 2009; 104(4): 465–475.
Maleki M R, Mouazen A M, Ramon H, Baerdemaeker J D. Optimisation of soil VIS–NIR sensor-based variable rate application system of soil phosphorus. Soil and Tillage Research, 2007; 94(1): 239–250.
Su N, Xu T S, Song L T, Wang R, Wei Y Y. Variable rate fertilization system with adjustable active feed-roll length. Int J Agric & Biol Eng, 2015; 8(4): 19–26.
Du R C, Gong B C, Liu N N, Wang C C, Yang Z D, Ma M J. A design and experiment on intelligent fuzzy monitoring system for corn planters. Int J Agric & Biol Eng, 2013; 6(3): 11–18.
Maleki M R, Van H L, Ramon H, Merckx R, Baerdemaeker J D, Mouazen A M. Phosphorus sensing for fresh soils using visible and near infrared spectroscopy. Biosystems Engineering, 2006; 95(3): 425–436.
Yu Y J, Zhang S H, Qi J T, Zhang L H. Positioning method of variable rate fertilizer applicator based on sensors. Transactions of CSAM, 2009; 40(10): 165–168. (in Chinese)
Tola E, Kataoka T, Burce M, Okamoto H, Hata S. Granular fertiliser application rate control system with integrated output volume measurement. Biosystems Engineering, 2008;101(4): 411–416.
Zhang R. Research on Key Technologies of intelligent variable rate fertilization. Beijing: Beijing Academy of Agriculture and Forestry, 2011. (in Chinese)
Meng Z J, Zhao C J, Fu W Q, Ji Y X, Wu G W. Prescription map identification and position lag calibration method for variable rate application of fertilizer. Transactions of CSAM, 2011; 42(7): 204–209. (in Chinese)
Shi Y Y, Chen M, Wang X C, Morice O O, Li C G, Ding W M. Design and experiment of variable-rate fertilizer spreader with centrifugal distribution cover for rice paddy surface fertilization. Transactions of the CSAM, 2018; 49(3): 86–113. (in Chinese)
Maleki M R, Ramon H, Baerdemaeker J D, Mouazen A M A. Study on the time response of a soil sensor-based variable rate granular fertilizer applicator. Biosystems Engineering, 2008; 100(2): 160–166.
Maleki M R, Mouazen A M, Ramon H, Baerdemaeker J D. Multiplicative scatter correction during on-line measurement with near infrared spectroscopy. Biosystems Engineering, 2007; 96(3): 427–433.
Maleki M R, Mouazen A M, Ketelaere B D, Ramon H, Baerdemaeker J D. On-the-go variable-rate phosphorus fertilisation based on a visible and near-infrared soil sensor. Biosystems Engineering, 2008; 99: 35–46.
Chen M, Shi Y Y, Wang X C, Sun G X, Li Y B. Design and experiment of variable rate fertilizer applicator based on crop canopy spectral reflectance. Transactions of the CSAM, 2015; 46(5): 26–32. (in Chinese)
Chen M, Shi Y Y, Wang X C, Su G X, Li X. Expert decision system of variable nitrogen application in winter wheat. Transactions of the CSAM, 2015; 46(7): 17–22. (in Chinese)
Shi Y Y, Chen M, Wang X C, Odhiambo M O, Zhang Y N, Ding W M. Analysis and experiment of fertilizing performance for precision fertilizer applicator in rice and wheat fields. Transactions of the CSAM, 2017; 48(7): 97–103. (in Chinese)
Chen M, Lu W, Wang X C, Su G X, Zhang Y. Design and experiment of optimization control system for variable fertilization in winter wheat field based on fuzzy PID. Transactions of the CSAM, 2016; 47(2): 71–76. (in Chinese)
Wang X C, Chen M, Sun G X, Zhang Y, Zhang Y N. Design and test of control system on variable fertilizer applicator for winter wheat. Transactions of the CSAE, 2015; 31(supp.2): 88–92. (in Chinese)
Chen M, Wang X C, Sun G X, Li Y B, Zhang L. Study on control system of precise seeding and fertilizing for winter wheat. Journal of Chinese Agricultural Mechanization, 2016; 37(9): 24–27. (in Chinese)
Shi Y Y, Chen M, Wang X C, Sun G X, Di J, Yu H M. Design and experiment of precision fertilizer applicator actuator of rice and wheat. Journal of South China Agricultural University, 2015; 36(6): 119–124. (in Chinese)
Cao Q. Precision nitrogen management of winter wheat and rice based on Active Crop Canopy sensor. Beijing: China Agricultural University, 2014. (in Chinese)
Downloads
Published
How to Cite
Issue
Section
License
IJABE is an international peer reviewed open access journal, adopting Creative Commons Copyright Notices as follows.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).