The impacts of post-anthesis warming on grain yield and quality of double-cropping high-quality indica rice in Jiangxi Province, China
Introduction
Compared with the period from 1850 to 1900, the global surface mean temperature for the decade from 2006 to 2015 has increased by 0.87 °C, and this increase is predicted to reach 1.5 °C between 2030 and 2052 (IPCC, 2018). Rice (Oryza sativa L.) is the staple food for nearly half of the world’s population and suffers from climate warming (Xiong et al., 2017). China is the country with the largest rice production and consumption levels in the world. The rice cultivation area of China is approximately 30 million ha, and the grain yield is approximately 210 million tons (FAO, 2018). Three major rice cropping regions in China, namely, single rice cropping systems (Northeast China), middle rice cropping systems (East and central China), and double rice cropping systems (South China), cover more than 90% of China's rice growing area (CNRRI, 1981a). Numerous studies have shown that elevated temperature (e.g., 1.0–2.0 °C) generally decrease japonica grain yield when using open field warming facilities in middle rice cropping systems (Cai et al., 2016, Wang et al., 2016, Wang et al., 2018). However, the influence of elevated temperature on grain yields are equivocal and vary in different rice cropping systems, which might depend on the different air temperature and precipitation patterns across China (Chen et al., 2020). Therefore, we aimed to study the response of indica grain yield to climate warming in double rice cropping systems.
Grain quality mainly refers to the milling, appearance, nutritional, cooking and eating qualities (Fahad et al., 2016). With the improvement of human living standards, consumers have become greatly concerned about the rice cooking and eating quality (Fitzgerald et al., 2009). The formation of grain quality is easily affected by ambient air temperatures, especially in the grain-filling period (Zhong et al., 2005, Xiong et al., 2017). Previous studies showed that high temperature during grain filling induced high occurrences of the chalky rice rate and chalkiness, degraded grain appearance quality, and led to lower milled rice rate in middle rice systems of southern China (Rehmani et al., 2014, Dou et al., 2017, Dou et al., 2018). The rice cooking and eating qualities are usually evaluated by amylose content and rapid viscosity analyser (RVA) parameters. It has been reported that rice with a better taste always has a higher peak viscosity and breakdown and lower amylose content and setback (Jing et al., 2016, Dou et al., 2018). Previous studies have observed that elevated temperature during the grain-filling period decreased the amylose content and setback but increased the peak viscosity, breakdown, and pasting temperature of rice (Liu et al., 2013, Dou et al., 2018). However, the impact of high temperature on the amylose contents also differed by genotype, which was associated with the intrinsic rice amylose content (Zhong et al., 2005). Under high nighttime temperature conditions, the amylose contents of rice cultivars with lower amylose contents could decrease, whereas the trend was opposite for rice cultivars with higher amylose contents (Shi et al., 2013). The protein content of rice is comparatively low, but the proteins in rice constitute a high proportion of human proteins. Previous studies have reported that elevated temperature enhanced both the protein and amino acid contents in milled rice but had little influence on the amino acid proportions of japonica rice cultivars (Dou et al., 2017, Dou et al., 2018). Meanwhile, the rice protein content is also negatively correlated with the rice cooking and eating qualities (Balindong et al., 2018). However, the effects of experimental warming on high-quality indica rice were also not supported by the trial data in double rice cropping systems.
As one of the most important rice cropping systems in China, the planting area and yield of double-cropping rice account for 34.9% and 29.7%, respectively (CNRRI, 1981a). Compared with single rice cropping systems and middle rice cropping systems, double rice cropping systems have continuous and longer growth seasons and different temperatures and light resources between the early and late rice seasons. In addition, indica rice is one of the most important staple food crops in China, especially in double rice cropping systems. To the best of our knowledge, previous studies on the responses of grain yield and quality to elevated temperature were mainly conducted in middle rice cropping systems, but these responses were not reported in double rice cropping systems under field conditions.
Compared to open-top chambers, free air temperature increase (FATI) facilities shed infrared directly on vegetation, which is similar to solar radiation, with little impact on the microclimate conditions in paddy fields; thus, they are used in paddy ecosystem warming experiments to simulate the expected future global warming (Rehmani et al., 2011). Therefore, we established FATI facilities in a double rice cropping system in subtropical China. We hypothesize that the grain yield and quality of high-quality indica rice can be affected by experimental warming in the double rice cropping system, and there are also seasonal differences between early and late rice. For this purpose, a post-anthesis warming (PAW) experiment was carried out with two high-quality indica rice cultivars using FATI facilities in a double rice cropping system. The objectives of this study were to determine the actual responses of grain yield and quality to global warming and to quantify the different responses between early and late rice under PAW.
Section snippets
Site descriptions
The field experiment was conducted in 2017 and 2018 at the Shanggao experimental base (115.117523°E, 28.273209°N), which is located in a double rice cropping area in Jiangxi Province, southern China (Fig. S1). The double rice cropping system consists of early rice and late rice followed by a winter fallow period. Early-season rice is planted from March sowing to July harvesting, while late-season rice is planted from June sowing to October harvesting. The meteorological characteristics of this
Grain yield and yield components
For both the early and late rice, PAW did not affect the grain yield, filled grain percentage or grain weight in 2017 or 2018 compared to CK (Table 1). The analysis of variance showed that significant differences were found only for the filled grain percentage between the two years for both early and late rice.
Milling and appearance quality
As shown in Table 2, PAW significantly affected the head rice rate for both early and late rice but had no effects on the brown or milled rice rate. The head rice rate decreased
Post-anthesis warming did not reduce the grain yield of high-quality indica rice
Our results showed that PAW had no effects on the grain yield of either early or late indica rice in the double rice cropping system (Table 1). However, Rehmani et al. (2014) found that PAW decreased the grain yield by decreasing the filled grain percentage and grain weight in middle rice cropping systems. In this study, we investigated only the filled grain percentage and grain weight because warming started at the heading stage. Our results demonstrated that PAW had no significant effects on
Conclusion
Post-anthesis warming increased the rice canopy temperature by 1.6−2.4 °C in the double rice cropping system and could reasonably simulate global warming. The grain yields were not affected by PAW for either early or late rice. Under PAW conditions, the grain milling and rice appearance qualities deteriorated, whereas the rice eating and nutritional qualities were improved for both early and late rice. Further research should focus on how to implement breeding and agronomic managements to
CRediT authorship contribution statement
Taotao Yang, Methodology, Investigation, Formal analysis, Writing – original draft. Ruoyu Xiong, Writing – review & editing. Xueming Tan, Supervision, Funding acquisition. Shan Huang, Writing – review & editing. Xiaohua Pan, Writing – review & editing. Lin Guo, Writing – review & editing. Yongjun Zeng, Writing – review & editing. Jun Zhang, Conceptualization, Funding acquisition. Yanhua Zeng, Conceptualization, Writing – review & editing, Supervision, Funding acquisition.
Declaration of Competing Interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgements
This work was supported by the Key Program of Natural Science Foundation of Jiangxi Province (20202ACBL215004), China, the National Key Research and Development Program of China (2016YFD0300501), China, and the Key Research and Development Program of Jiangxi Province (20171BBF60030), China.
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