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Wheat Nitrogen Fertilizer Management Using GreenSeeker Handheld Crop Canopy Sensor

Mohammed A Naser

Abstract

One of the essential factors in increasing agricultural yields of cereal crops is increasing the grain yield without increasing production costs. Wheat (Triticum aestivum L.) is the main crop in the food basket of the entire world. Therefore, it is necessary to determine the appropriate nitrogen (N) requirements to obtain the optimal production of wheat crops by investigating the impact of different N levels on the wheat crop yield in the Al-Muthanna region, as well as determining the possibility of predicting grain yield using the GreenSeeker handheld proximal crop canopy sensor- based differences vegetative difference index (NDVI). Thus, there is a need to re-evaluate the previous recommendations using remote sensing techniques. The experimental treatments were five levels of N fertilizer including (0 Kg N ha-1, 50 kg N ha-1, 100 kg N ha-1,150 kg N ha-1, and 200 kg N ha-1, and each N level was divided into 100%, 70%, 50% percentages, respectively. This study was conducted at the Experiment Station and Agriculture Research of the College of Agriculture- Al-Muthanna University. The NDVI measurements were obtained at FK5, FK7, and FK9 according to the Feekes scale growth stage. The results indicated significant differences in grain yield between different levels of N fertilizer and a 70% percentage outperformed on the 100% and 50% treatments for each of the two N levels of 200 and 150 kg ha-1. The results also show significant differences between NDVI values for different N fertilizer levels. The NDVI readings and wheat yield values increased and followed a similar pattern with increasing N fertilizer levels. This suggests that NDVI can predict wheat grain yield when the NDVI is not saturated. This study showed the potential of using GreenSeeker proximal crop canopy sensor-based NDVI readings as a useful tool to predict wheat grain yield.

Keywords

Wheat cropN fertilizationNDVIGreenSeekerProximal sensor.

References

Al-Baddrani, Wahida Ali Ahmed and Ibrahim Ahmed Al-Romo. 2013. Effect of different levels of nitrogen fertilization (urea) on some growth characteristics of wheat (Triticum spp.), Journal of Basic Education Research, Volume (12), Issue (3). Al-Badrani, Imad Mahmoud Ali. 2010. Effect of nitrogen levels on growth and yield characters of two bread wheat cultivars. Anbar Journal of Agricultural Sciences, 3 (8) 98 – 107. Al-Bakka, Hussein Mahsen Murtadha. 2015. Wheat cultivars evaluation by agronomic traits, application of three nitrogen levels and nitrogen efficiency parameters. Kufa Journal of Agricultural Sciences, 7(4) 244-255. Adnan Muhammad, Zahir Shah, Hidayat Ullah, Bushra khan, Muhammd Arshad, Ishaq Ahmad Mian, Gohar Alikhan, Mukhtar Alam, Abdul Basir, Inayat-Ur- Rahman, Murad Ali and Wasif Ullah khan. Yield response of wheat to nitrogen and potassium fertilization. Pure and Applied Biology. Pure Appl. Biol. http://dx.doi.org/10.19045/bspab.2016.50109. Al-Jubouri, Anas Nayef Jassim. 2011. Effect of seed size and plant density on the growth and yield of some wheat varieties. Master's thesis. College of Agriculture and Forestry. University of Mosul. 723-732 Ali, Ali, S. Ibrahim, and Bijay-Singh. 2020. “Wheat Grain Yield and Nitrogen Uptake Prediction Using AtLeaf and GreenSeeker Portable Optical Sensors at Jointing Growth Stage.” Information Processing in Agriculture 7 (3): 375–83. https://doi.org/10.1016/j.inpa.2019.09.008. Al-Omari, Mohammed Ragheb. 2003. Effect of using organic fertilizer on the productivity of local wheat varieties. Master's thesis. College of Graduate Studies. An-Najah University Alrawi, Khashi Mahmoud and Khalaf Allah Abdul Aziz. 1980). Design and analysis of agricultural experiments. Dar Al-Kutub for Printing and Publishing, Ministry of Higher Education and Scientific Research, University of AlMosul, Iraq. Directorate of Agricultural Statistics. 2024. https://cosit.gov.iq/ar/agri-stat/veg-prod. Johnson, G.V. and W.R. Raun. 2003. Nitrogen response index as a guide to fertilizer management. Journal of Plant Nutrition, 26: 249–262.http://www.mississippi- crops.com/wpcontent/uploads/2015/02/Wheat_FeekesScale_graphic.png . Large, E. C. (1954) Growth stages in cereals-illustration of the Feekes scale. Plant Pathology, 3, 128-129. Naser, M. A., R. Khosla, L. Longchamps, M. Moragues, S. Haley, R. Reich, G. S. McMaster, and G. W. Buchleiter. 2014. “Can Active Sensor Based NDVI Consistently Classify Wheat Genotypes?” International Society of Precision Agriculture – ISPA. Naser, Mohammed A. 2012. “Active Sensing: An Innovative Tool for Evaluating Grain Yield and Nitrogen Use Efficiency of Multiple Wheat Genotypes.” Master Thesis, Colorado State University, Fort Collins. Naser, Mohammed A., Raj Khosla, Louis Longchamps, and Subash Dahal. 2020. “Using NDVI to Differentiate Wheat Genotypes Productivity under Dryland and Irrigated Conditions.” Remote Sensing 12 (5). https://doi.org/10.3390/rs12050824. Pandey, R.K., J.W. Maranville, and Y. Bako. 2001. Nitrogen fertilizer soil response and use efficiency for three cereal crops in Niger. Journal Communications in Soil Science and Plant Analysis, 32/100: 1465-1482. Peltomen, J. 1995. Grain yield and quality of wheat as affected by nitrogen fertilizer application timed according to apical development. Acta Agriculturae Scandinavica, Section B — Soil & Plant Science, Volume 45, Issue 1, 2-14. Orloff, S., Wright, S., Ottman, M., 2012. Nitrogen management impacts on wheat yield and protein. 11-12pp. In: Proceedings, California Alfalfa & Grains Symposium, Sacramento, CA, December. Samborski, S.M., N. Tremblay, and E. Fallon. 2009. Strategies to make use of plant sensors, based on diagnostic information for nitrogen recommendations. Agron. J. 101(4): 800–816. Wali, Arul Mohsen Anwar. 2010. Response of growth and yield of five wheat varieties to different methods of nitrogen fertilizer application, Kirkuk University Journal of Agricultural Sciences, 1 (2) 95-105.