Factors Affecting Nitrogen Use Efficiency (NUE): Meta Analysis
Abstract
Nitrogen (N) is an essential and limiting nutrient for crop production, as it is a structural part of plants and is involved in various processes. Worldwide, agricultural soils lack one or more essential nutrients, and nitrogen is one of them. Adding a sufficient amount of N will increase production. However, the overuse of N and loss of N from the soil-plant system is detrimental to the environment and results in economic losses. Nitrogen has reactive forms like ammonia, ammonium, nitrate, nitrite, nitric oxide, and nitrous oxide. Some reactive forms of N are harmful to humans, animals, plants, and microbial ecology. Nitrate can cause the eutrophication of surface water and contamination of groundwater. Drinking nitrate-contaminated water can cause methemoglobinemia and other health issues. Nitrous oxide emission depletes the ozone layer and contributes to climate change. Ammonia emissions contribute to acid rain and are also responsible for nitrous oxide emissions. This review addresses different factors/pathways/circumstances that contribute to the loss of N from the soil-plant system and reduce nitrogen use efficiency (NUE). Different factors influence NUE like ammonia volatilization, nitrification, denitrification, immobilization, leaching, runoff, temperature, soil pH, soil texture, rainfall and irrigation, soil salinity, tillage, weeds, pests, diseases, N loss from plants, fires, crop rotation , crop nutrition, crop varieties, and nitrogen management (right time, right source, right place, and right rate/amount).
Authors ⌄
- Department of Soil & Environmental Sciences, Muhammad Nawaz Shareef University of Agriculture, Multan, Pakistan
Citations (7) ⌄
- Kailu Gao; Yan Yang; Xiaoyuan Xu; Hao Wang; Huiqing Jiao; Lingling Hua; Tiantian Wang; Xinzhong Du; Hongda Wen; Gaofei Yin; Wenchao Li. (2025). Rainfall differentiates the contributions of soil profiles to groundwater nitrate contamination. https://doi.org/10.2139/ssrn.5642336
- Muhammad Nauman Hanif; Ian Bartican Benitez. (2025). Soil Pollution in Urban Environments: Sources, Consequences, Potential Mitigation Strategies and the Importance of Sustainable Urban Development. Water, Air, & Soil Pollution, 236(14). https://doi.org/10.1007/s11270-025-08421-0
- Aaron Ohene Boanor; Rose Nimoh Serwaa; Jin Hee Park; Jwakyung Sung. (2025). Impacts of Micro/Nanoplastics on Crop Physiology and Soil Ecosystems: A Review. Soil Systems, 10(1), 2. https://doi.org/10.3390/soilsystems10010002
- Jacob Eapen, B. (2024). Analysis and estimation of microplastics from landfill leachate in Urban India from 1960 to 2022 [Master Thesis, Diplomatische Akademie Wien, ETIA 16; Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2024.123050
- Fatima Zahra Ben Debbane; Aziz Baidani; Maria Aarbaoui; Rachid Moussadek; Rachid Mrabet; Ali Amamou. (2025). Exploring Nitrogen Use Efficiency in Cereals: Insight into Traits, Metabolism, and Management Strategies Under Climate Change Conditions – A Comprehensive Review. Journal of Soil Science and Plant Nutrition, 25(2), 3774-3796. https://doi.org/10.1007/s42729-025-02366-3
- Firdes Ulas; Yusuf Cem Yücel; Abdullah Ulas. (2024). Physio-Morphological Traits Contributing to Genotypic Differences in Nitrogen Use Efficiency of Leafy Vegetable Species under Low N Stress. Horticulturae, 10(9), 984. https://doi.org/10.3390/horticulturae10090984
- M. N. Hanif; N. Aijaz; K. Azam; M. Akhtar; W. A. Laftah; M. Babur; N. K. Abbood; I. B. Benitez. (2024). Impact of microplastics on soil (physical and chemical) properties, soil biological properties/soil biota, and response of plants to it: a review. International Journal of Environmental Science and Technology, 21(16), 10277-10318. https://doi.org/10.1007/s13762-024-05656-y
References ⌄
- Anas, M. et al. Fate of nitrogen in agriculture and environment: agronomic, eco-physiological and molecular approaches to improve nitrogen use efficiency. Biol. Res. 53, 1–20 (2020).
- Azimi, S., Kaur, T. & Gandhi, T. K. A deep learning approach to measure stress level in plants due to Nitrogen deficiency. Measurement 173, 108650 (2021).
- Davis, J. Nitrogen Efficiency and Management. United State Department of Agriculture (USDA) and National Resource Conservation Service (NRCS) (2007).
- Ma, T. et al. Sunflower Photosynthetic Characteristics, Nitrogen Uptake, and Nitrogen Use Efficiency under Different Soil Salinity and Nitrogen Applications. Water 14, (2022).
- Rütting, T., Aronsson, H. & Delin, S. Efficient use of nitrogen in agriculture. Nutr Cycl Agroecosyst 110, 1–5 (2018).
- Thorburn, P. J. et al. Prioritizing Crop Management to Increase Nitrogen Use Efficiency in Australian Sugarcane Crops. Front. Plant Sci. 8, (2017).
- Aziz, T., Wakeel, A., Shahzad, A. N., Rees, R. & Sutton, M. Chapter 1 - Rethinking nitrogen use: need to plan beyond present. in Nitrogen Assessment (eds. Aziz, T. et al.) 1–11 (Academic Press, 2022). doi:10.1016/B978-0-12-824417-3.00007-1.
- Bell, M. J. A Review of Nitrogen Use Efficiency in Sugarcane. https://elibrary.sugarresearch.com.au/handle/11079/14735?show=full (2014).
- Raza, S. et al. Piling up reactive nitrogen and declining nitrogen use efficiency in Pakistan: a challenge not challenged (1961–2013). Environ. Res. Lett. 13, 034012 (2018).
- Jones, C., Brown, B. D., Engel, R., Horneck, D. & Olson-Rutz, K. Factors Affecting Nitrogen fertilizer volatilization. Montana State University Extension (2013).
- Walsh, O. S. & Belmont, K. M. Improving Nitrogen-Use Efficiency in Idaho Crop Production. University of Idaho Extension (2015).
- Shahzad, A. N., Qureshi, M. K., Wakeel, A. & Misselbrook, T. Crop production in Pakistan and low nitrogen use efficiencies. Nat. Sustain. 2, 1106–1114 (2019).
- Hirel, B., Le Gouis, J., Ney, B. & Gallais, A. The challenge of improving nitrogen use efficiency in crop plants: towards a more central role for genetic variability and quantitative genetics within integrated approaches. J. Exp. Bot. 58, 2369–2387 (2007).
- Raun, W. R. & Schepers, J. S. Nitrogen Management for Improved Use Efficiency. in Nitrogen in Agricultural Systems 675–693 (John Wiley & Sons, Ltd, 2008). doi:https://doi.org/10.2134/agronmonogr49.c17.
- Gao, Q. et al. Understanding Yield Response to Nitrogen to Achieve High Yield and High Nitrogen Use Efficiency in Rainfed Corn. Agron. J. 104, 165–168 (2012).
- Eickhout, B., Bouwman, A. F. & van Zeijts, H. The role of nitrogen in world food production and environmental sustainability. Agric. Ecosyst. Environ. 116, 4–14 (2006).
- Abdullah Faraj, B. Evaluation of nitrogen use efficiency (NUE) in wheat. (The University of Adelaide, 2013).
- An, N. et al. Agronomic and environmental causes of yield and nitrogen use efficiency gaps in Chinese rice farming systems. Europ. J. Agronomy 93, 40–49 (2018).
- Benincasa, P., Guiducci, M. & Tei, F. The Nitrogen Use Efficiency: Meaning and Sources of Variation—Case Studies on Three Vegetable Crops in Central Italy. HortTechnology 21, 266–273 (2011).
- Brauer, E. K. & Shelp, B. J. Nitrogen use efficiency: re-consideration of the bioengineering approach. Botany 88, 103–109 (2010).
- Demir, Z., Keçeci, M. & Tunç, A. E. Effects of nitrogen fertigation on yield, quality components, water use efficiency and nitrogen use efficiency of silage maize (Zea Mays L.) as the second crop. Journal of Plant Nutrition 44, 373–394 (2021).
- Han, M., Okamoto, M., Beatty, P. H., Rothstein, S. J. & Good, A. G. The genetics of nitrogen use efficiency in crop plants. Annu. Rev. Genet. 49, 269–289 (2015).
- Huang, S. Nitrogen Use Efficiency in Rice. in Nitrogen in Agriculture (ed. Chunfang Zhao) 187–208 (IntechOpen, Rijeka, 2017). doi:10.5772/intechopen.69052.
- Williams, S. T., Vail, S. & Arcand, M. M. Nitrogen Use Efficiency in Parent vs. Hybrid Canola under Varying Nitrogen Availabilities. Plants 10, (2021).
- Rawal, N., Pande, K. R., Shrestha, R. & Vista, S. P. Nutrient use efficiency (NUE) of wheat (Triticum aestivum L.) as affected by NPK fertilization. PLOS ONE 17, e0262771 (2022).
- Koffi, D., Vincent, B. B. & Valere, M. C. Effect of nitrogen fertilizer on yield and nitrogen use efficiency of four aromatic rice varieties. Emir. J. Food Agric 28, 126–135 (2016).
- Roberts, T. L. Improving nutrient use efficiency. Turk J Agric For 32, 177–182 (2008).
- Argyropoulou, K., Salahas, G., Papasavvas, A. & Hela, D. Impact of Nitrogen Deficiency on Biomass Production, Morphological and Biochemical Characteristics of Sweet Basil (Ocimum Basilicum L) Plants, Cultivated Aeroponically. J. Int. Sci. Publ. : Agric. Food 3, 32–42 (2015).
- Cameron, K. C., Di, H. J. & Moir, J. L. Nitrogen losses from the soil/plant system: a review. Ann. Appl. Biol. 162, 145–173 (2013).
- Fageria, N. K. Nitrogen Management in Crop Production. (CRC press (Taylor & Francis Group), Boca Raton, 2014).
- Tao, H., Morris, T. F., Kyveryga, P. & McGuire, J. Factors Affecting Nitrogen Availability and Variability in Cornfields. Agron. J. 110, 1974–1986 (2018).
- Hu, A., Tang, T. & Liu, Q. Nitrogen use efficiency in different rice-based rotations in southern China. Nutr. Cycl. Agroecosyst. 112, 75–86 (2018).
- Knobeloch, L., Salna, B., Hogan, A., Postle, J. & Anderson, H. Blue babies and nitrate-contaminated well water. Environ. Health Perspect. 108, 675–678 (2000).
- Mahler, R. L., Tayor, R. & Porter, E. Nitrate and Groundwater. (University of Idaho, Cooperative Extension System, Agricultural Experiment Station, College of Agriculture., 1990).
- Raza, S., Watto, M. A., Irshad, A., Nasim, M. & Zhao, X. Chapter 3 - Nitrogen sinks in the agro-food system of Pakistan. in Nitrogen Assessment (eds. Aziz, T. et al.) 29–51 (Academic Press, 2022). doi:10.1016/B978-0-12-824417-3.00003-4.
- Shen, J. et al. Soil Nitrogen Cycling and Environmental Impacts in the Subtropical Hilly Region of China: Evidence from Measurements and Modeling. Front. Agr. Sci. Eng. 9, (2022).
- Han, J., Shi, J., Zeng, L., Xu, J. & Wu, L. Effects of nitrogen fertilization on the acidity and salinity of greenhouse soils. Environ. Sci. Pollut. Res. 22, 2976–2986 (2015).
- US-EPA. Nitrification. United States Environmental Protection Agency (2002).
- Philip Robertson, G. 10 - Nitrogen Use Efficiency in Row-Crop Agriculture: Crop Nitrogen Use and Soil Nitrogen Loss. in Ecology in Agriculture (ed. Jackson, L. E.) 347–365 (Academic Press, 1997). doi:10.1016/B978-012378260-1/50011-7.
- Ihara, H., Kato, N., Takahashi, S. & Nagaoka, K. Effect of soil solarization on subsequent nitrification activity at elevated temperatures. Soil Sci. Plant Nutr. 60, 824–831 (2014).
- Poffenbarger, H., Coyne, M. S. & Frye, W. W. Nitrogen in Soils/Cycle☆. in Reference Module in Earth Systems and Environmental Sciences (Elsevier, 2018). doi:10.1016/B978-0-12-409548-9.11470-8.
- Brust, G. E. Chapter 9 - Management Strategies for Organic Vegetable Fertility. in Safety and Practice for Organic Food (eds. Biswas, D. & Micallef, S. A.) 193–212 (Academic Press, 2019). doi:10.1016/B978-0-12-812060-6.00009-X.
- Giri, A., Heckathorn, S., Mishra, S. & Krause, C. Heat Stress Decreases Levels of Nutrient-Uptake and -Assimilation Proteins in Tomato Roots. Plants 6, 6 (2017).
- Fagi, A. M. & De Datta, S. K. Environmental factors affecting nitrogen efficiency in flooded tropical rice. Fertilizer research 2, 53–67 (1981).
- Stanford, G., Dzienia, S. & Vander Pol, R. A. Effect of temperature on denitrification rate in soils. Soil Sci. Soc. Am. J. 39, 867–870 (1975).
- De Klein, C. A. M. & Van Logtestijn, R. S. P. Denitrification in grassland soils in the Netherlands in relation to irrigation, N-application rate, soil water content and soil temperature. Soil Biol. Biochem. 28, 231–237 (1996).
- Shumway, C., Delgado, J. A., Bunch, T., Hansen, L. & Ribaudo, M. Best Nitrogen Management Practices Can Reduce the Potential Flux of Nitrogen Out of the Arkansas Delta. Soil Sci 177, (2012).
- Meng, X., Zhu, Y., Yin, M. & Liu, D. The impact of land use and rainfall patterns on the soil loss of the hillslope. Sci Rep 11, 16341 (2021).
- Balasubramanian, V. et al. Crop, environmental and management factors affecting nitrogen use efficiency. in Agriculture and the nitrogen cycle: assessing the impacts of fertilizer use on food production and the environment 19–33 (2004).
- Raun, W. R. & Johnson, G. V. Improving nitrogen use efficiency for cereal production. Agron. J. 91, 357–363 (1999).
- Agbeshie, A. A., Abugre, S., Atta-Darkwa, T. & Awuah, R. A review of the effects of forest fire on soil properties. J. For. Res. (2022) doi:10.1007/s11676-022-01475-4.
- Certini, G. Effects of fire on properties of forest soils: a review. Oecologia 143, 1–10 (2005).
- DeBano, L. F. The Effect of Fire on Soil Properties. https://www.fs.usda.gov/treesearch/pubs/42163 (1991).
- Osman, A. Effects of fires on the Soil Physical and Chemical Properties and the Soil Seed Bank in Albaja Area at White Nile State, Sudan. (University of Khartoum, Sudan, 2008).
- Fonseca, F., De Figueiredo, T., Nogueira, C. & Queirós, A. Effect of prescribed fire on soil properties and soil erosion in a Mediterranean mountain area. Geoderma 307, 172–180 (2017).
- De Laporte, A. et al. Economic and environmental consequences of nitrogen application rates, timing and methods on corn in Ontario. Agric. Syst. 188, 103018 (2021).
- Fageria, N. K. & Baligar, V. C. Enhancing Nitrogen Use Efficiency in Crop Plants. in Advances in Agronomy vol. 88 97–185 (2005).
- Jan, T., Jan, M. T., Arif, M., Akbar, H. & Ali, S. Response of wheat to source, type and time of nitrogen application. Sarhad J. Agric. 23, 871–880 (2007).
- Kubota, H., Iqbal, M., Quideau, S., Dyck, M. & Spaner, D. Agronomic and physiological aspects of nitrogen use efficiency in conventional and organic cereal-based production systems. Renew. Agric. Food Syst. 33, 443–466 (2018).
- Flis, S. The 4Rs in crop nitrogen research. Crops and soils magazine 50, 18–20 (2017).
- Sanaullah, M., Mujtaba, A., Haider, G., Rehman, H. ur & Mubeen, F. Chapter 8 - Mitigation and actions toward nitrogen losses in Pakistan. in Nitrogen Assessment (eds. Aziz, T. et al.) 149–175 (Academic Press, 2022). doi:10.1016/B978-0-12-824417-3.00001-0.
- Cui, Z. et al. Closing the N-Use Efficiency Gap to Achieve Food and Environmental Security. Environ. Sci. Technol. 48, 5780–5787 (2014).
- Pan, X. et al. Effect of soil acidification on the growth and nitrogen use efficiency of maize in Ultisols. J. Soils Sediments 20, 1435–1445 (2020).
- Yi, Z., Wang, P., Tao, H., Zhang, H. & Shen, L. Effects of types and application rates of nitrogen fertilizer on the development and nitrogen utilization of summer maize. Front. Agric. China. 2, 44–49 (2008).
- Lü, H., Liang, W., Wang, G., J. Connor, D. & M. Rimmington, G. A simulation model assisted study on water and nitrogen dynamics and their effects on crop performance in the wheat-maize system: (II) model calibration, evaluation and simulated experimentation. Front. Agric. China 3, 109–121 (2009).
- Brennan, J. et al. The effect of tillage system and residue management on grain yield and nitrogen use efficiency in winter wheat in a cool Atlantic climate. Eur. J. Agron. 54, 61–69 (2014).
- Shah, A. N. et al. Nitrogen fertilization and conservation tillage: a review on growth, yield, and greenhouse gas emissions in cotton. Environ. Sci. Pollut. Res. 24, 2261–2272 (2017).
- Baligar, V. C., Fageria, N. K. & He, Z. L. Nutrient Use Efficiency in Plants. Commun. Soil. Sci. Plant Anal. 32, 921–950 (2001).
- Hilton, B. R., Fixen, P. E. & Woodard, H. J. Effects of tillage, nitrogen placement, and wheel compaction on denitrification rates in the corn cycle of a corn‐oats rotation. Journal of Plant Nutrition 17, 1341–1357 (1994).
- Aulakh, M. S., Rennie, D. A. & Paul, E. A. The Influence of Plant Residues on Denitrification Rates in Conventional and Zero Tilled Soils. Soil Sci. Soc. Am. J. 48, 790–794 (1984).
- Altieri, M. A., Nicholls, C. I. & Fritz, M. A. Manage Insects on Your Farm: A Guide to Ecological Strategies. (Sustainable Agriculture Research and Education (SARE), College Park, MD, 2005).
- Rijsdijk, F. H. Weeds, pests and diseases. in Modelling of agricultural production: weather, soils and crops 277–305 (Pudoc, 1986).
- Gholamshahi, M., Ghanbari, A., Saffari, M., Izadi Darbandi, E. & Samaie, M. Effect of Nitrogen Fertilizer on Weeds Growth and Emergence and Yield and Yield Components of Corn (Zea mays L.). Journal of Iranian Plant Protection Research 30, 416–425 (2016).
- Zechmeister-Boltenstern, S. et al. Effects of crop management, soil type, and climate on N2O emissions from Austrian Soils. in EGU General Assembly Conference Abstracts 15665 (2015).
- Tsujimoto, Y., Rakotoson, T., Tanaka, A. & Saito, K. Challenges and opportunities for improving N use efficiency for rice production in sub-Saharan Africa. Plant Prod. Sci. 22, 413–427 (2019).
- Aulakh, M. S. & Malhi, S. S. Fertilizer nitrogen use efficiency as influenced by interactions with other nutrients. in Agriculture and the nitrogen cycle: Assessing the Impacts of Fertilizer use on Food Production and the Environment vol. 65 181–192 (Island Press Washington, DC, USA, 2004).
- Chen, W., Hou, Z., Wu, L., Liang, Y. & Wei, C. Effects of salinity and nitrogen on cotton growth in arid environment. Plant Soil 326, 61–73 (2010).
- Lea-Cox, J. D. & Syvertsen, J. P. Salinity Reduces Water Use and Nitrate-N-use Efficiency of Citrus. Ann. Bot. 72, 47–54 (1993).
- Murtaza, G., Azooz, M. M., Murtaza, B., Usman, Y. & Saqib, M. Nitrogen-Use-Efficiency (NUE) in Plants Under NaCl Stress. in Salt Stress in Plants: Signalling, Omics and Adaptations (eds. Ahmad, P., Azooz, M. M. & Prasad, M. N. V.) 415–437 (Springer New York, 2013). doi:10.1007/978-1-4614-6108-1_16.
- Nandy (Datta), P., Das, S., Ghose, M. & Spooner-Hart, R. Effects of salinity on photosynthesis, leaf anatomy, ion accumulation and photosynthetic nitrogen use efficiency in five Indian mangroves. Wetlands Ecol. Manage. 15, 347–357 (2007).
- Zeng, W., Xu, C., Huang, J., Wu, J. & Ma, T. Emergence Rate, Yield, and Nitrogen-Use Efficiency of Sunflowers (Helianthus annuus) Vary with Soil Salinity and Amount of Nitrogen Applied. Commun. Soil. Sci. Plant Anal. 46, 1006–1023 (2015).
- Zhang, D. et al. Lint yield and nitrogen use efficiency of field-grown cotton vary with soil salinity and nitrogen application rate. Field Crops Research 138, 63–70 (2012).
- Akhtar, M. et al. Influence of Salinity on Nitrogen Transformations in Soil. Commun. Soil. Sci. Plant Anal. 43, 1674–1683 (2012).
- Min, W. et al. Effects of water salinity and N application rate on water- and N-use efficiency of cotton under drip irrigation. J. Arid Land 6, 454–467 (2014).
- Pearson, J., Clough, E. C. M., Woodall, J., Havill, D. C. & Zhang, X.-H. Ammonia emissions to the atmosphere from leaves of wild plants and Hordeum vulgare treated with methionine sulphoximine. New Phytol. 138, 37–48 (1998).
- De Ruijter, F. J. & Huijsmans, J. F. M. A methodology for estimating the ammonia emission from crop residues at a national scale. Atmos. Environ.: X 2, 100028 (2019).
- Wakeel, A., Kiran, A., Shahid, M. R., Bano, Z. & Zia, M. H. Chapter 5 - Trends in nitrogen use and development in Pakistan. in Nitrogen Assessment (eds. Aziz, T. et al.) 73–97 (Academic Press, 2022). doi:10.1016/B978-0-12-824417-3.00002-2.
- Hirel, B., Tétu, T., Lea, P. J. & Dubois, F. Improving Nitrogen Use Efficiency in Crops for Sustainable Agriculture. Sustainability 3, 1452–1485 (2011).
- Misselbrook, T. et al. Progress on improving agricultural nitrogen use efficiency: UK-China virtual joint centers on nitrogen agronomy. Front. Agr. Sci. Eng. (2022) doi:10.15302/J-FASE-2022459.
- Duan, Y., Shi, X., LI, S., Sun, X. & He, X. Nitrogen Use Efficiency as Affected by Phosphorus and Potassium in Long-Term Rice and Wheat Experiments. JIA 13, 588–596 (2014).
Other Information ⌄
Article History
Received: March 03, 2023
Accepted: June 07, 2023
Published: July 31, 2023
How to Cite?
Hani̇F, M. N. (2023). Factors Affecting Nitrogen Use Efficiency (NUE): Meta analysis. Türkiye Tarımsal Araştırmalar Dergisi, 10(2), 231–242. https://doi.org/10.19159/tutad.1260531
Contributions
Muhammad Nauman Hanif: Designed the study, literature review, original draft’s write-up, revision of draft, proofreading.
Conflict of interest
No known competing financial interests or personal relationships could have influenced the work reported in this paper.
Funding
No funding or any specific grant from funding agencies in the public, commercial, or not-for-profit sectors was received for this work.
Rights and permissions
CC BY-NC-ND 4.0 Turkish Journal of Agricultural Research is licensed under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 International License.