Abstract
Rice (Oryza sativa L.) is the most important food crop worldwide, and its sustainable development is essential to ensure global food security. Panicle morphological and physiological characteristics plays an important role in rice yield formation. However, under different nitrogen (N) fertilization strategies, it is not clear whether the morphological and physiological state of panicles at panicle development stage affects the formation of yield. To understand how the panicle differentiation and development, and grain yield are affected by the N fertilization strategies, and clarify the relationship between related traits and yield in the process of panicle development in different cultivars. In this study consisted of no N fertilizer and four N fertilization strategies, a panicle weight type (PWT) rice cultivar, Dongfu 114 (DF114) and a panicle number type (PNT) rice cultivar, Longdao 11 (LD11) were grown in the field. The results showed that N fertilization strategies could improve the nitrogen use efficiency and yield of rice, but the response of different rice varieties to N fertilizer strategies was different. Different from the DF114, the further increase of panicle N fertilizer ratio could not further improve the yield of LD11, and the highest grain yield of DF114 and LD11 was obtained under N4 and N3 conditions, respectively. In addition, this study found that N fertilizer strategies can affect the content of phytohormones in rice at the panicle differentiation stage, and then regulate the differentiation and development of rice panicles to affect yield. It is of great significance to optimize the application mode of N fertilizer according to the characteristics of varieties to improve rice yield and ensure food security.
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Discover the latest articles, news and stories from top researchers in related subjects.Introduction
Rice (Oryza sativa L.) is one of the most important food crops in the world, about half of the world's people use rice as their staple food. Its sustainable and healthy development is an important support to ensure world's food security. Under the severe situation of increasing population and decreasing land, people have steadily improved the yield of rice by improving rice cultivars, advancing cultivation techniques and increasing production inputs, among them, increasing nitrogen (N) input is one of the effective measures1,2,3. N is one of the most important nutrient elements, which can greatly affect the yield of rice. Since the last century, due to the increase of N application, rice yield has also increased significantly. However, rice plants can only use part of the applied N fertilizer, accounting for about 20–30% of the total amount of fertilizer, excessive and unreasonable N fertilizer input has also brought a series of problems such as unstable grain production, decreased nitrogen use efficiency (NUE), increased production costs, exacerbating environmental pollution, which has seriously affected the sustainable development of rice production4,5,6,7,8.
In view of the above problems, many scholars have carried out a lot of research on how to improve the NUE in paddy fields, and have made great progress in the comparison, screening, evaluation and utilization of NUE of rice germplasm, the physiological and biochemical characteristics, root morphology, dry matter production and accumulation characteristics of different nitrogen use efficiency genotypes, and the effects of field N management on rice yield, quality and NUE9,10,11,12,13,14,15. In addition, under the context of sustainable agricultural production, appropriate N management measures are needed to protect the environment and increase rice productivity. Over the past few decades, many optimized nitrogen fertilization strategies have been proposed and tested in field trials, such as top dressing, precise quantitative fertilization, site-specific nutrient management, etc.1,16,17,18,19. In these strategies, the improvement of rice yield is mainly through increasing the number of fertilization, or regulating the use of panicle fertilizer at the stage of panicle development. However, different types of rice cultivars have different responses to N fertilizer application strategies5,20.
Phytohormones are a class of trace organic matter produced by plants themselves and have obvious physiological effects at very low concentrations21,22. At present, phytohormones include auxins (IAA), gibberellins (GAs), cytokinins (CTK), abscisic acid (ABA) and ethylene (ETH), and new phytohormones such as brassinosteroids (BRs), polyamines (PAs), jasmonates (JA), salicylic acid (SA) and strigolactone (SL)23. A large number of studies have shown that phytohormones play an important regulatory role in rice panicle development, grain filling, grain quality and quality, and different phytohormones play different roles and mechanisms. However, the biological mechanism of how phytohormones respond to N fertilization strategies to regulate rice N uptake and utilization efficiency, panicle morphogenesis and yield formation in different rice cultivars is still unclear. In the present study, a panicle weight type (PWT) rice cultivar, Dongfu 114 (DF114) and a panicle number type (PNT) rice cultivar, Longdao 11 (LD11) were used to compare the effects of N fertilization strategies on panicle development characteristics and yield of rice cultivars with contrasting yield types. This study will provide a theoretical basis for the rational and effective application of N fertilizer in rice production.
Materials and methods
Plant materials and growth conditions
The field experiments was conducted at the Acheng rice experiment base belonging to Northeast Agricultural University (45° 39′ N, 127° 34′ E) during the rice growing season in 2021, and repeated in 2022. The region is a cold temperate semi humid continental climate. The meteorological data such as temperature, rainfall, humidity and sunshine hours during the rice growing season in the experimental year were from the National Meteorological Data Center (Table 1). The soil texture of the test field is brown soil, and the soil nutrient content is shown in Table 2. Two rice cultivars with different yield types, DF114 and LD11 were used. The two rice cultivars have similar growth periods. The experimental materials were provided by the rice research group of Northeast Agricultural University.
Experimental design
The experiments were laid out in a complete randomized block design with three replicates. The N fertilizer strategies was the main plot treatment, and the rice cultivars formed the sub-plot treatment. Each plot was 8-m in length and 6-m in width with 30 cm row spacing and 13.3 cm terrace spacing, and two seedlings per hill. The main plots were separated by a berm. The seeds were sown on 16 April 2021, and 16 April 2022. At the four-leaf hpaniclet stage, seedlings with similar growth were selected and transplanted on May 18, 2021, and May 17, 2022. The experimental treatments included N0 (no N fertilizer), N1 (farmers routinely N fertilizer strategies, base fertilizer:tiller fertilizer of 6:4), N2 (base fertilizer : tiller fertilizer : panicle fertilizer of 6:2:2), N3 (base fertilizer:tiller fertilizer:panicle fertilizer of 5:3:2), N4 (base fertilizer:tiller fertilizer:panicle fertilizer of 4:3:3), a total of 5 treatments. The N was applied as urea(46%), at a rates were 150 kg ha−1. Phosphate fertilizer (P2O5) was applied once as a basal fertilizer at a rate of 90 kg ha−1. Potash fertilizer (K2O) was applied as a basal and panicle fertilizer at a ratio of 5:5, at a rate of 90 kg ha−1. With the exception of the different nitrogen fertilizer strategies, the other cultivation requirements were identical for all plots in both ypanicles. Chemicals were used to control weeds, diseases, and insects to prevent yield loss.
Sampling and measurements
Nitrogen uptake and utilization
At the maturity stage, five representative hills were taken from each plot in 2021 and 2022. Aboveground plants sampled were separated into stems, leaves and grains. Dry weight of each part was determined by oven-drying at 80 °C to constant weight and weighed separately, and recorded the dry weight of each part. Tissue N content was measured with an elemental analyzer to calculate N uptake of each part (EA1110, Thermo Electon SPA., Italy). The calculation formula of N absorption and utilization related indicators is as follows:
Grain yield and its components
In 2021 and 2022, grain yield (GY) and its components were measured at maturity. GY was measured from a harvest area of 1 m2 area for the three replicates in each plot, adjusted to 14% moisture. The yield components were measured for nine replicates in each plot. The panicle number from each samples were recorded to measure the effective panicles number (EP). The filled grains andunfilled grains per panicle were recorded to calculate the number of grains per panicle (GNP) and seed setting rate (SSR). The 1000-grain weight (TGW) was weighed and recorded.
Tillering dynamic survey
In 2021 and 2022, after 14 days of transplanting, 10 randomly selected plants were investigated every 7 days, and tillers were recorded until the number of tillers did not change. Calculate maximum tiller number (MTN) and productive tiller percentage (PTP) ccording to tillering dynamic survey.
Floret and grain development
At spikelet differentiation stage, pikelets differentiated number (SDN) were measured in 2021 and 2022. The differentiation of florets was observed using a planing microscope, and the SDN was recorded. The grain per panicle was used as the spikelets surviving number to calculate the spikelets degenerated number (SRN) and degraded percentage (RP).
The panicle biomass and nitrogen concentration at panicle development stage
According to the heading stage data of the tested cultivars, this study sampled at five time points: 14 days before heading stage, 7 days before heading stage, heading stage, 7 days after heading stage and 14 days after heading stage, which were named S1, S2, S3, S4 and S5, respectively. The dry weight of each panicle was determined by oven-drying at 80 °C to constant weight and weighed separately, and recorded the panicle biomass. The panicle N concentration was measured with an elemental analyzer (EA1110, Thermo Electon SPA., Italy).
Panicle and root phytohormones content at panicle development stage
The panicles and roots per plot were sampled to determine phytohormones content were obtained at S1, S2, S3, S4 and S5 stages. The contents of IAA, ABA, GA and ZR were determined with enzyme-linked immunosorbent assay (ELIAS) method, according to the operation guide of ELIAS kit of China Agricultural University24,25.
Statistical analysis
In this study, for the experimental variables, one-way analysis of variance (ANOVA) of SPSS 22.0 (SPSS Inc., Chicago, IL, USA ) was used to evaluate the differences between different N fertilizer application strategies. According to Fisher's LSD, there were significant differences between different N fertilizer application strategies at the p < 0.05 level. Graphs were drawn using edgeR software (http://www.r-project.org/) and Origin 2023b software (OriginLab, Northampton, MA, USA).
Ethical statement
We ensure that all rice seeds used in this study originated from northeast agricultural university in Heilongjiang Province, China. The legality of these seeds complies with the IUCN Policy Statement on Research Involving Species at Risk of Extinction and the Convention on the Trade in Endangered Species of Wild Fauna and Flora. The rice seeds collected in the study are all cultivated rice in China rather than endangered and wild species. These varieties have passed the legal variety certification procedures in China and are licensed for production, planting, and market operations. The authors declare that the cultivation of plants and carrying out study in the Acheng rice experiment base of northeast agricultural university complies with all relevant institutional, national and international guidelines and treaties.
Results
Nitrogen uptake and utilization
As shown in Table 3, the indexes of N uptake and utilization in both cultivars were significantly different among different N treatments. Compared with farmers routinely N fertilizer strategies, the N fertilization strategies were significantly increased NRE, PFPN, NAE and NPE of two rice cultivars. The NRE, PFPN, NAE and NPE of DF114 were the highest under N4 treatment, and the NRE, PFPN, NAE and NPE of LD11 were the highest under N3 treatment. This result indicates that the N fertilization strategies could improve the N uptake and utilization of rice, and there were some differences among different yield types of rice cultivars.
Grain yield and yield components
As shown in Table 4, the GY and yield components in two yield types of rice were significantly different among different N treatments. Compared with farmers routinely N fertilizer strategies, the N fertilization strategies were significantly increased GY and GPN of two rice cultivars. The GY and GPN of DF114 was the highest under N4 treatment, and the GY and GPN of LD11 was the highest under N3 treatment. Compared with farmers routinely N fertilizer strategies, the N fertilization strategies were significantly increased EP and SSR (except LD11 in 2022) of two rice varieties. The EP of two rice cultivars were the highest under N3 treatment. Compared with farmers routinely N fertilizer strategies, the N fertilization strategies were decreased TGW of two rice cultivars (except LD11 in 2022). Interestingly, increase the application ratio of panicle N fertilizer can guarantee the GPN and SSR of rice, but excessive N fertilizer postponing reduces the EP of PNT rice cultivar LD11.
Dynamic changes of tillers
As shown in Fig. 1, the N fertilization strategies significantly affected the tillering of rice, and the tillering dynamic trends of DF114 and LD11 were basically the same under among N fertilization strategies. At 20–30 days after transplanting, the number of tillers increased rapidly and reached the highest number of tillers at about 35 days (LD11 reached the highest number of tillers at about 42 days in 2022). After 50 days of transplanting, the growth center of the plant was transferred to the stem and panicle, and the nutrients transported to the tillers were greatly reduced. The new tillers did not occur, and some of the small tillers that had been born began to die in succession until the number of tillers in the population tended to be stable after heading. In this study, compared with the farmers routinely N fertilizer strategies, the N fertilization strategies were significantly reduced the MTN of rice, but also significantly increased the PTP of rice to ensure a higher EP of rice.
Floret and grain development
The spikelets differentiation and degeneration, and grain development in two yield types of rice were significantly different among different N treatments (Table 5). Compared with the farmers routinely N fertilizer strategies, the N fertilization strategies were significantly increased SDN of two rice cultivars (except DF114 in 2022). Compared with the farmers routinely N fertilizer strategies, the N fertilization strategies were significantly decreased SRN and RP of two rice cultivars. The SRN and RP of DF114 were the lowest under N4 treatment, and the GPN of LD11 was the lowest under N3 treatment.
The relationships among grain yield and the floret and grain development
The formation of rice GY mainly depends on the number of EP, GPN, SSR and TGW. As shown in Fig. 2, the EP and GPN were significant positively, and TGW was significant negatively correlated with GY in both rice cultivars. The SSR were significant positively with GY of DF114. The farmers routinely N fertilizer strategies can produce more tillers, but there are more ineffective tillers. Correlation analysis showed that PTP was an important basis for higher EP to ensure higher yield. The differentiation and degeneration of spikelets determine the GPN of rice. Correlation analysis showed that the SRN was significant negatively correlated with GPN of DF114, and the SDN was significant positively correlated with GPN of LD11. These results indicated that panicle and grain development was the main factor responsible for the difference in yield among two rice cultivars under difference N treatments.
The panicle biomass and nitrogen concentration at panicle development stage
At the panicle development stage, the responses of different yield type rice cultivars to N fertilizer treatments were coincident (Fig. 3). With the development of panicle, the N concentration of young panicle decreased and the biomass increased. Compared with the farmers routinely N fertilizer strategies, the N fertilization strategies were significantly increased panicle biomass (PB) of two rice varieties during the period from S3 to S5, the panicle biomass of DF114 was the highest under N4 treatment, and the panicle biomass of LD11 was the highest under N3 treatment. Compared with the farmers routinely N fertilizer strategies, the N fertilization strategies were significantly impacted panicle N concentration (PN) of two rice varieties during the period from S1 to S5.
The phytohormone content in panicle and root at panicle development stage
The IAA content in the panicle of tow rice cultivars gradually decreased with the developmental stage of the young panicle under different N treatments. The ABA content in the panicle of tow rice cultivars were decreased first and then increased with the developmental stage of the young panicle under different N treatments. Compared with the farmers routinely N fertilizer strategies, the N fertilization strategies were significantly increased the ABA content of DF114 panicle at S3-S5 stages, and increased the ABA content of LD11 panicle at S1-S5 stages. The GA content in the panicle of tow rice cultivars were decreased first and then increased with the developmental stage of the young panicle under different N treatments. Compared with the farmers routinely N fertilizer strategies, the N fertilization strategies were significantly increased the GA content of two rice cultivars panicle at S3–S5 stages. The ZR content in the panicle of tow rice cultivars were decreased first and then increased with the developmental stage of the young panicle under different N treatments. Compared with the farmers routinely N fertilizer strategies, the N fertilization strategies were significantly increased the ZR content of DF114 panicle at S2-S5 stages, and increased the ZR content of LD11 panicle at S1, S2 and S5 (Fig. 4).
The IAA content in the root of tow rice cultivars gradually decreased with the developmental stage of the young panicle under different N treatments. Compared with the farmers routinely N fertilizer strategies, the N fertilization strategies were significantly increased the IAA content of DF114 root at S1 stages, and increased the IAA content of LD11 root at S1–S5 stages. The ABA content in the root of tow rice cultivars were increased with the developmental stage of the young panicle under different N treatments. Compared with the farmers routinely N fertilizer strategies, the N fertilization strategies were significantly increased the ABA content of DF114 root at S4 and S5 stages, and increased the IAA content of LD11 root at S3-S5 stages. The GA content in the root of tow rice cultivars were increased first and then decreased with the developmental stage of the young panicle under different N treatments. The ZR content in the root of tow rice cultivars were increased with the developmental stage of the young panicle under different N treatments. Compared with the farmers routinely N fertilizer strategies, the N fertilization strategies were significantly increased the ZR content of DF114 root at S2 and S5 stages (Fig. 5).
Correlations between panicle and grain development, and panicle and root phytohormones
The results of correlations analysis (Figs. 2, 6) showed that the spikelet differentiation and grain filling were the main reasons for the different responses of the two rice cultivars to N treatments. The results of principal component analysis show that the SRN of DF114 were significantly negatively correlated with P-ZR, P-GA and PN at panicle differentiation stage. The SSR of DF114 were significantly positively correlated with P-ZR, P-ABA and R-ABA at after flowering stage. The SDN of LD11 were significantly positively correlated with P-IAA at panicle differentiation stage. These results indicate that phytohormones play an important role in rice yield formation, and reasonable optimization of N fertilizer application strategies can regulate rice phytohormone levels to improve NUE and yield.
Discussion
The N is one of the most important nutrient elements in the process of rice growth, and the amount of N fertilizer significantly affects the yield of rice17. Farmers usually apply most of the N fertilizer at the early stage of nutrition. At this time, the absorption capacity of rice roots to N is limited, and a large amount of N is retained in soil and irrigation water. The results of 15N tracing shown that the NUE of N fertilizer applied to rice before regreening was lower, and a large amount of N fertilizer was lost and volatilized26,27. In this study area, farmers applied 150 kg hm−2 of N fertilizer. Although the amount of fertilizer applied is less than some areas in southern China, there is still a large amount of the N fertilizer applied at the initial stage of tillering. Some studies have shown that an appropriate increase in the proportion of panicle fertilizer can improve the NUE and yield of rice28,29. In this study, higher panicle fertilizer ratio can effectively improve the NUE and yield of both rice cultivars. However, there were some differences among different cultivars, DF114 had the highest NUE and yield under N4 treatment, and LD11 had the highest NUE and yield under N3 treatment. This result was in agreement with previous observations that rice cultivars with different productivity and NUE can achieve maximum yield under precise quantitative cultivation19,30,31. It can be seen that although the optimized N fertilizer application strategies can improve the NUE of rice, the response of rice varieties with different yield types to the optimized N fertilizer application strategies is different. The increase of panicle N fertilizer proportion is more conducive to improving the NUE and yield of PWT rice cultivars.
The effects of N application strategies on rice NUE and yield were related to the response characteristics of multiple yield components to N application strategies32. Tillers are composed of effective tillers and ineffective tillers. Excessive ineffective tillers not only consume nutrients, but also deteriorate population permeability and aggravate the occurrence of pests and diseases33. Previous studies have found that the PTP of rice is closely related to a number of population quality indicators, and it is an intuitive and comprehensive indicator for diagnosing population quality17,18,19. Under normal circumstances, rice plants have a stable law of leaf and tiller extension. However, excessive N application in the early stage of rice growth will shorten the time interval of leaf emergence, accelerate the occurrence of tillers, and increase the number of ineffective tillers. On the contrary, insufficient N fertilizer will also lead to a longer time interval for leaf emergence, a slower rate of tillering, and insufficient panicles34. In this study, postponing N fertilizer significantly reduced the MTN of rice and significantly increased the spike rate. However, the further increase of panicle fertilizer ratio also significantly reduced the number of effective panicles of LD11. Therefore, under the premise of ensuring the number of panicles, it is an important way to improve rice NUE and yield an by reducing the seedling peak, reducing the ineffective tillers and increasing the PTP.
The reproductive development process of crops is closely related to the formation of yield. Many studies have suggested that the key to further increase the yield of major grain crops such as rice is to increase the GPN35. The development stage of young panicle is the key period to determine the number of spikelets per panicle of rice, including rachis differentiation stage, primary and secondary branch differentiation stage and spikelet differentiation stage36. The number of spikelets is the basis of the number of filled grains, which together with the SSR determines the GPN of rice37. According to previous studies, the application of N fertilizer at the panicle differentiation stage of rice can promote floret differentiation38,39. In this study, the response of floret differentiation of the two varieties to N fertilizer management patterns was quite different. The SDN of PWT varieties was significantly increased with the increase of panicle N fertilizer ratio. Compared with farmers routinely N fertilizer strategies,, the increase of panicle fertilizer ratio significantly reduced the SRN and RP, and then increased the GPN and expanded the sink capacity, which was conducive to improving N absorption and utilization efficiency and yield.
In order to illustrate the biological basis of the response of panicle traits to N fertilization strategies, this study measured the panicle N and phytohormines content at the main stage of panicle development. Phytohormines play a essential role in regulating the development of plant organs, nutrient absorption and transport, and defensive adaptation to stress40,41. IAA is the most bizarre phytohormines discovered so far. Its content is very low in plants, but it plays an important role in crop organogenesis and morphogenesis, tissue differentiation tendency and apical dominance42,43,44. High N concentration in differentiated organs is conducive to promoting biosynthesis of IAA and differentiation of tissues and organs45. ABA is called senescence hormone, which can induce the occurrence of plant senescence, but the role of ABA in the senescence process is contradictory. Some studies have shown that ABA can coordinate the senescence process and ensure food production in the stage of crop yield formation46,47,48. ZR is a plant endogenous hormone belonging to cytokinin. It can accelerate cell division and plays an important role in regulating the size and activity of meristem, and directly affects the initiation and development of reproductive organs49. The rice LONELY GUY (LOG) gene encodes a cytokinin-activating enzyme that regulates the biosynthesis of cytokinin in rice. It is an important regulatory factor necessary for maintaining the activity of meristem. The meristem development of the log mutant is terminated in advance, the number of branches and spikelets is significantly reduced, and the floral organ cannot start normally50. Correlation analysis showed that SDN and SSR were the main factors affecting yield of DF114. PCA results showed that ZR content in panicle of DF114 was significantly correlated with N concentration in panicle, and was significantly negatively correlated with SRN and RP in floret differentiation stage. ABA content in panicle was significantly positively correlated with SSR in grain filling stage. The floret differentiation of LD11 was the main factor affecting the yield. PCA results showed that IAA in the panicle of LD11 was significantly positively correlated with SDN in the floret differentiation stage. These results suggest that N fertilizer strategies can affect the content of phytohormones in rice at the panicle differentiation stage, and then regulate the differentiation and development of rice panicles to affect yield. It is of great significance to optimize the application mode of N fertilizer according to the characteristics of varieties to improve rice yield and ensure food security.
Conclusions
Compared with farmer fertilization, N fertilizer application strategy significantly improved the NUE and yield of rice, but the response of rice varieties with different yield types to N fertilizer application strategy was different. Correlation analysis showed that panicle development related indexes SDN, SRN, RP and SSR were the main factors affecting NUE and yield of PNT and PWT rice varieties.The results showed that in the early stage of panicle development, the higher IAA content in the panicle of PNT rice varieties was beneficial to promote the differentiation of spikelets to ensure the yield.. While the indexes of SRN, RP and SSR in the middle and late stages of panicle development of PWT rice varieties were significantly correlated with yield. These results will lay a theoretical foundation for guiding the construction of high-yield and high-efficiency cultivation models for different yield types of rice varieties.
Data availability
The datasets used and/or analysed during the current study available from the corresponding author on reasonable request (Q.Z., qiangz@jlau.edu.cn).
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Funding
This work was supported by grants from the Science and Technology Development Plan Project of Jilin Province, China (20230202031NC) and the Open Project of the Key Laboratory of Germplasm Innovation and Physiological Ecology of Cold and Grain Crops, Ministry of Education (CXSTOP202202).
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Y.Z. and L.G. designed the study and provided experimental materials. Y.Z. and J.C. performed the measurement of architecture and physiological characteristics. J.G. and Q.Z. prepared the figures and tables. Y.Z. and L.G. wrote the paper.
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Zou, Y., Zhang, Y., Cui, J. et al. Nitrogen fertilization application strategies improve yield of the rice cultivars with different yield types by regulating phytohormones. Sci Rep 13, 21803 (2023). https://doi.org/10.1038/s41598-023-48491-w
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DOI: https://doi.org/10.1038/s41598-023-48491-w
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