Abstract
An optical sensor-based fertilizer nitrogen (N) management strategy that relies on visible and near-infrared spectral response from plant canopies was evaluated for irrigated wheat in the northwestern India. GreenSeeker™ optical sensor-guided fertilizer N dose, computed from an estimate of potential yield and response index, takes into account both the temporal and field-to-field variabilities and is applied only once after measuring in-season spectral response from the crop canopy. Seven field experiments were conducted in four wheat seasons to decide whether to apply the optical sensor-guided fertilizer N dose at 2nd or 3rd irrigation stage and to work out the appropriate N management before applying it. Robust relationships between in-season sensor-based estimates of yield and actual wheat yields were observed both at 2nd (R 2 = 0.64) and 3rd (R 2 = 0.86) irrigation stages of the crop. GreenSeeker-based fertilizer N management resulted in high yield levels and high N-use efficiency. Application of 30 kg N ha−1 at planting and 45 kg N ha−1 at 1st irrigation was found to be the appropriate N management before applying the GreenSeeker-guided dose at 2nd irrigation stage. Grain yields obtained by following sensor-guided N management were at par with those observed with the blanket recommendation of 120 kg N ha−1, but with greater recovery efficiency (by 6.7–16.2%) and agronomic efficiency [by 4.7–9.4 kg grain (kg N applied)−1]. The major outcome of this study was that applying a moderate amount of fertilizer N at planting and enough fertilizer N to meet the high N demand during the period between crown root initiation stage and maximum tillering stage before applying a sensor-guided fertilizer N dose at 2nd irrigation stage results not only in high yields but also in high fertilizer N-use efficiency in irrigated wheat.
Similar content being viewed by others
References
Alam MM, Ladha JK, Foyjunnessa Rahman Z, Khan SR, Rashid H, Khan AW, Buresh RJ (2006) Nutrient management for increased productivity of rice–wheat cropping system in Bangladesh. Field Crops Res 96:374–386. doi:10.1016/j.fcr.2005.08.010
Bijay-Singh (2014) Site specific and need based management of nitrogen fertilizers in cereals in India. In: Sinha S, Pant KK, Bajpai S (eds) Advances in fertilizer technology: Biofertilizers, vol 2., Studium Press LLCNew Delhi, India, pp 576–605
Bijay-Singh, Sharma RK, Kaur Jaspreet, Jat ML, Martin KL, Yadvinder-Singh, Varinderpal-Singh, Chandna P, Choudhary OP, Gupta RK, Thind HS, Jagmohan-Singh Uppal HS, Khurana HS, Ajay-Kumar, Uppal RK, Vashistha M, Raun WR, Gupta R (2011) Assessment of the nitrogen management strategy using an optical sensor for irrigated wheat. Agron Sust Dev 31:589–603. doi:10.1007/s13593-011-0005-5
Bremner JM (1965) Total nitrogen. In: Black CA (ed) Methods of soil analysis, part 2. Agronomy monograph 9. American Society of Agronomy, Madison, pp 1149–1178
Bremner JM (1965) Inorganic forms of nitrogen. In: Black CA (ed) Methods of soil analysis, part 2. Agronomy monograph 9. American Society of Agronomy, Madison, pp 1179–1237
Doerge TA, Roth RI, Gardner BR (1991) Nitrogen fertilizer management in Arizona. College of Agriculture, The University of Arizona, Tucson, p 87
Hodgen PJ, Raun WR, Johnson GV, Teal RK, Freeman KW, Brixey KB, Martin KL, Solie JB, Stone ML (2005) Relationship between response indices measured in-season and at harvest in winter wheat. J Plant Nutr 28:221–235. doi:10.1081/PLN-200047605
IAEA (2000) Optimizing nitrogen fertilizer application in irrigated wheat: Results of a co-ordinated research project organized by the joint FAP/IAEA Division of Nuclear Techniques in Food and Agriculture 1994–1998, IAEA TECDOC-1164. International Atomic Energy Agency, Vienna, p 245
Katyal JC, Bijay-Singh, Vlek PLG, Buresh RJ (1987) Efficient nitrogen use as affected by urea application and irrigation sequence. Soil Sci Soc Am J 51:366–370. doi:10.2136/sssaj1987.03615995005100020020x
Li F, Miao Y, Zhang F, Cui Z, Li R, Chen X, Zhang H, Schrodner J, Raun WR, Jia L (2009) In-season optical sensing improves nitrogen use efficiency for winter wheat. Soil Sci Soc Am J 73:1566–1574. doi:10.2136/sssaj2008.0150
Morris KB, Martin KL, Freeman KW, Teal RK, Girma K, Arnall DB, Hodgen PJ, Mosali J, Raun WR, Solie JB (2006) Mid-season recovery from nitrogen stress in winter wheat. J Plant Nutr 29:727–745. doi:10.1080/01904160600567066
Raun WR, Solie JB, Johnson GV, Stone ML, Mullen RW, Freeman KW, Thomason WE, Lukina EV (2002) Improving nitrogen use efficiency in cereal grain production with optical sensing and variable rate application. Agron J 94:815–820. doi:10.2134/agronj2002.0815
Varinderpal-Singh, Bijay-Singh, Yadvinder-Singh, Thind HS, Gobinder-Singh, Satwinderjit-Kaur, Ajay-Kumar, Vashistha M (2012) Establishment of threshold leaf colour greenness for need-based fertilizer nitrogen management in irrigated wheat (Triticum aestivum L.) using leaf colour chart. Field Crops Res 130:109–119. doi:10.1016/j.fcr.2012.02.005
Varinderpal-Singh, Bijay-Singh, Thind HS, Yadvinder-Singh, Gupta RK, Satinderpal-Singh, Mehrban-Singh, Satwinder-Kaur, Manmohanjit-Singh, Brar JS, Angrez-Singh, Jagmohan-Singh, Ajay-Kumar, Sukhwinder-Singh, Amanpreet-Kaur, Balasubramanian V (2014) Evaluation of leaf colour chart for need-based nitrogen management in rice, maize and wheat in north-western India. J Res (Punjab Agril Univ) 51:239–245
Yadvinder-Singh, Bijay-Singh, Ladha JK, Singh JP, Choudhary OP (2007) Enhancing nitrogen use efficiency for sustainable rice–wheat production system in the Indo-Gangetic Plains of India. In: Abrol YP, Raghuram N, Sachdev MS (eds) Agricultural nitrogen use and its environmental implications. I.K. International Publishing House Pvt. Ltd., New Delhi, pp 139–164
Yoshida S, Forno DA, Cock DH, Gomez KA (1976) Laboratory manual for physiological studies of rice, 3rd edn. International Rice Research Institute, Los Baños
Acknowledgements
The authors acknowledge the Indian Council of Agricultural Research, New Delhi, India, for providing funds under the National Professor Project to carry out this study.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Bijay-Singh, Varinderpal-Singh, Yadvinder-Singh et al. Site-Specific Fertilizer Nitrogen Management Using Optical Sensor in Irrigated Wheat in the Northwestern India. Agric Res 6, 159–168 (2017). https://doi.org/10.1007/s40003-017-0251-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40003-017-0251-0