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Article

Mitigation of Elevated CO2 Concentration on Warming-Induced Changes in Wheat Is Limited under Extreme Temperature during the Grain Filling Period

1
College of Agriculture, Shanxi Agricultural University, Taigu 030801, China
2
Maize Research Institute, Shanxi Agricultural University, Xinzhou 034000, China
*
Author to whom correspondence should be addressed.
Agronomy 2023, 13(5), 1379; https://doi.org/10.3390/agronomy13051379
Submission received: 11 March 2023 / Revised: 10 May 2023 / Accepted: 13 May 2023 / Published: 15 May 2023
(This article belongs to the Section Plant-Crop Biology and Biochemistry)

Abstract

:
Elevated CO2 concentration (eCO2) generally increases plant growth by improving photosynthesis, but it is unclear whether eCO2 can alleviate the negative effects of elevated temperatures, especially in high-temperature years. Manipulative experiments with elevated [CO2] and temperature were conducted in North China to understand the effect of elevated CO2 concentration and temperature on wheat. The photosynthesis, AnPAR and ACi curve parameters, growth period, biomass, yield component, and yield of wheat were investigated under different [CO2] (around 400 and 600 ppm) and temperatures (ambient temperature and ambient temperature +2 °C) for 3 years by using controlled chambers. Results showed that elevated temperature significantly shortened the growth period and decreased the yield and biomass of wheat. Elevated [CO2] significantly increased the maximum net photosynthetic rate (Anmax) but reduced the maximum carboxylation rate (Vcmax) and the maximum electron transport rate (Jmax). The extremely high temperature during the grain filling period in 2019 exerted a serious negative impact on wheat production. Elevated [CO2] stimulated photosynthesis, increased kernel number per spike, and extended the duration of the grain filling period, which consequently increased biomass and grain yield under elevated temperatures in normal years (2018 and 2020). Although the combination of CO2 and temperature reduced photosynthesis and biomass, it also alleviated the negative impact of elevated temperatures on grain yield to some extent under extremely high temperature during the grain filling period in 2019. The mitigative effect of eCO2 under extreme high temperature is limited, and planting early-maturing cultivars or increasing the genotypes of kernel number per spike help to escape the extreme high temperature of the critical growth period.

1. Introduction

Wheat (Triticum aestivum L.) is an important food crop worldwide. North China is the main producing area of winter wheat, and a change in its yield can significantly impact the food security of China and the world. The grain production of wheat is considerably affected by climate change. Since the industrial revolution, atmospheric [CO2] has increased by more than 40% and reached 412 ppm in 2020 [1]. Elevated CO2 concentration (eCO2) increased the weight of the shoot, root and spike by enhancing photosynthesis, increasing leaf appearance rates, and accelerating tiller development after appearance [2]. Elevated [CO2] increases plant growth and yield by improving photosynthesis [3,4,5,6]. Alonso et al. [7] reveal that the effects of eCO2 on photosynthetic electron transport and RuBisCO kinetics may improve the photosynthetic response of wheat to global warming. A meta-analysis reports that wheat yield is estimated to increase by 25% on average under eCO2 (average ambient concentration of 372 ppm and elevated 605 ppm), but wheat yield is not increased with eCO2 exceeding the critical threshold (600 ppm) [8]. Elevated [CO2] stimulates biomass (+35%) and grain yield (+30%) in wheat [9]. Elevated [CO2] increased the yield of 7 cultivars by an average of 38% due to increases in both ear number and aboveground biomass in wheat [10].
The global mean temperature is expected to increase by approximately 2 °C by 2041 to 2060 under the very high greenhouse gas emissions scenario (SSP5–8.5) [11]. Elevated temperature facilitates crop ontogenetic development, shortens the growth stage, changes seed formation, and reduces yield, especially in tropical regions [12,13,14]. Temperatures exceeding the critical threshold impair photosynthetic activity, disrupt plasma membrane integrity, cause oxidative damage, and denature proteins, thus reducing the quantity and quality of crops [15,16,17,18,19]. Porter and Gawith [20] suggest a minimum temperature of 9.2 °C, an optimal temperature of 20.7 °C, and a maximum temperature of 35.4 °C for grain filling in wheat. An increase in mean temperature over the range of 12–26 °C during grain filling decreases grain weight at a rate of 4–8%/°C [21,22]. Kuchel et al. [23] and Bennett et al. [24] identified a reduction of up to 187 kg ha−1 for each 1 °C increase in average temperature during anthesis and grain filling through multi-year field experiments on wheat in Australia. Asseng et al. [12] reveal that a 0.6 °C increase in the temperature decreases wheat yield by approximately 3.6%. Several studies argue that temperatures below (<10 °C) or above (>25 °C) the optimum (12–25 °C) alter the phenology, growth, and development of wheat varieties and finally decrease the yield [25,26,27]. Hasan [28] suggests that each 1 °C rise in the average mean air temperature from anthesis to maturity reduces grain yields by approximately 2.6–7.2% in wheat varieties compared with those under optimal growth conditions (<26 °C). High temperature also accelerate leaf senescence, which reduces plant photosynthetic capacity and wheat yield [29]. Temperatures above 30 °C during floret formation cause complete sterility, which reduces kernel weight [30]. Telfer et al. [31] also demonstrate that high temperature exert significant negative impacts on grain yield, with a reduction of 161 kg ha−1 °C−1 for each day with a maximum temperature above 30 °C during grain fill.
Few studies have investigated the combined effects of elevated [CO2] and temperature on crop growth and yield. Some manipulative experiments have examined the responses of crop growth and yield to the combination of elevated [CO2] and temperature by chamber, open-top chamber, or free-air enrichment CO2 [14,32,33,34]. Elevated [CO2] (560 ppm) and elevated temperature (average temperature increase by 1.7 °C) exert no impact on the yield of irrigated winter wheat in North China [14]. The yields of wheat and rice are decreased by 10–12% and 17–35%, respectively, under the effects of eCO2 (500 ppm) and elevated temperature (average temperature increase by 1.5–2 °C) in South China [32]. Elevated [CO2] (600 ppm) compensates for the negative impact of low-intensity heat waves (+5.0 °C) on soybean yield but not for that of high-intensity heat waves (+9.0 °C) [34]. These studies show that infrared radiator heaters can increase temperature, but they only increase canopy temperature. The increase in temperature of other non-canopy sites and soils is not the same as the increase in the canopy temperature. Thus, these results do not reflect the real effect of elevated temperature and elevated [CO2] on crops.
Whether or not eCO2 can compensate for the negative impact of elevated temperature on wheat needs to be further tested, especially in hot years. We hypothesized that (1) high temperature would have a negative effect on photosynthesis, the growth period, and yield in wheat, and (2) the benefits of elevated [CO2] on wheat growth would be weak under high temperature. This study determined the effects of eCO2 on photosynthesis, growth and development, and yield components under elevated temperature in different years.

2. Materials and Methods

2.1. Experimental Design

This experiment was carried out in a [CO2]-controlled chamber located in the Shanxi Agricultural University (37.42° N, 112.55° E), Taigu County, Jinzhong City, Shanxi Province, China. The rectangular structure of the chamber was fixed in the field and fabricated using an aluminum frame. The control chambers had four independent chambers used to control [CO2] and temperature. The length, width, and height of each chamber were 8.0, 4.0, and 3.0 m, respectively. The frame was lined with tempered glass (6.0 mm thick), which transmitted 80–90% of natural sunlight. There were four chambers: CK (ambient [CO2]: [CO2] was approximately 400 ppm; ambient temperature: temperature was approximately the ambient temperature outside the chamber); ET (ambient [CO2]; elevated temperature: 2 °C above ambient temperature); EC (elevated [CO2]: 200 ppm above ambient [CO2] (approximately 600 ppm); ambient temperature); and ECT (elevated [CO2]; elevated temperature) (Figure 1 and Figure 2). The air flow was about 28.0 m3 min−1 inside the chamber through a fan device. The temperature and [CO2] were controlled by an automatic control system (Automatic control system of CO2 concentration and temperature, SY-QHS, Shengyan Electronic Science and Technology CO., LTD., Handan, China). An air conditioner (4000 W) was installed in each chamber to control the temperature, and [CO2] sensors (Vaisala, Finland) and solenoid valves were used to control [CO2] in each chamber. The temperature and [CO2] were maintained from crop emergence to harvest by automatic [CO2] and temperature control systems, and CO2 gas was not released during the overwintering period. The relative humidity and VPD of all the chambers were measured throughout the experimental period, and their humidity fluctuated at the same level in the three growing seasons (Supplementary Materials, Figure S1, Table S1). The average temperature of the ET and ECT chambers was 1.8–2.1 °C higher than that of the CK and EC chambers during the wheat growing season in 2017–2018, 2018–2019, and 2019–2020 (Figure 2). The mean temperature of the growing season in 2019–2020 was higher than that of the two other growing seasons. The lowest temperature of the growing season in 2018–2019 was lower than those of the two other growing seasons, whereas the highest temperature was higher than those of the growing seasons in 2017–2018 and 2019–2020. The mean temperatures of the lowest temperatures were –11.7 °C, –14.5 °C, and –10.8 °C in 2017–2018, 2018–2019, and 2019–2020, respectively. The mean values of the highest temperatures were 39.6 °C, 42.1 °C, and 41.4 °C in 2018, 2019, and 2020, respectively.
Surface soil (0–20 cm) from nearby cropland was collected, sieved, homogenized, and packed in the pots. The soil was a clay loam with a pH (1:2.5 soil:water) of 8.2 and contained 2.45% organic carbon (C) and 1.4% total N. Fertilizers were applied at sowing at the rates of 105.32 N kg ha–1, 65.49 P2O5 kg ha–1, 74.00 K2O kg ha–1, and 105.32 N kg ha–1 at the elongation phenophase. Irrigation equivalent to 15–20 mm of rainfall was applied every 5–10 days after seedling emergence to retain soil moisture and prevent drought in all chambers. A wheat cultivar (Liangxing 99, a high-yield wheat bred by the Liangxing Seed Research Institute, Dezhou, China) was selected for the experiment. In total, 100 seeds of wheat plants were sown on 25 October 2017, 13 October 2018, and 27 October 2019 in each pot (60 cm × 40 cm × 28 cm length × width × depth). Then, eight pots were randomly distributed to each air chamber.

2.2. Gas Exchange Measurements

Gas exchange was measured in the last fully expanded leaf of the primary tillers per pot by using the portable gas exchange system (LI–COR 6400, LI–COR, Lincoln, NE, USA) at 9:00–11:00 a.m. at the booting phenophase (to ensure the same period of development, ET, ECT in 9 April; CK, EC in 14 April; Z45, boots swollen) [35], grain filling phenophase (ET, ECT in 8 May; CK, EC in 18 May; Z75, medium milk) in 2018, and at the booting phenophase (ET, ECT in 13 April; CK, EC in 18 April ), filling phenophase (ET, ECT in May 10; CK, EC in 20 May) in 2019, and elongation phenophase (3 April, Z36, the 6th node detectable), booting phenophase (ET, ECT in 10 April; CK, EC in 16 April), and grain filling phenophase (ET, ECT in 14 May; CK, EC in 22 May) in 2020. The light intensity in the leaf chamber was set at 1600 μmol (photons) m–2 s–1 by using an in-built LED lamp (red/blue), and [CO2] was 400 ppm in the ambient [CO2] chambers and 600 ppm in the elevated [CO2] chambers. The temperature of the leaf chamber was stabilized at the actual temperature of the chamber at 9:00 a.m. in the ambient temperature chambers and +2 °C in the elevated temperature chambers. The net photosynthetic rate (An) and stomatal conductance (gs) were measured in accordance with the method described by Li et al. [36].
Meanwhile, the light response curves of photosynthesis and CO2 were measured at the booting and grain filling phenophases in 2019 and at the elongation, booting, and grain filling phenophases in 2020. The last fully expanded leaves of the primary tillers were assessed at 9:00–14:00 by using the portable gas exchange system (LI–COR 6400, LI–COR, Lincoln, USA). The temperature of the leaf chamber was set at 25 °C and 27 °C in the ambient temperature and elevated temperature chambers, respectively. The [CO2] levels in the leaf chamber were set at 400 and 600 ppm in the ambient [CO2] and elevated [CO2] chambers, respectively. An in-built LED lamp (red/blue) was used to supply different light intensities. Photosynthetically active radiation (PAR) gradients were set to 2000, 1800, 1600, 1400, 1200, 900, 700, 500, 300, 200, 100, 50, and 0 μmol m–2 s–1. The net photosynthetic rate (An) under different PAR gradients was measured. Meanwhile, the CO2 response curve was measured. The light intensity was set at 1600 μmol m–2 s–1 using an in-built LED lamp (red/blue). The concentration of CO2 decreased from 400 ppm to 0 ppm and then increased from 0 ppm to 1200 ppm. Ten concentration levels were set at 400, 300, 200, 100, 0, 400, 600, 800, 1000, and 1200 ppm, respectively. The measured net photosynthetic rate (An) was used to simulate the CO2 response curve. The maximum net photosynthetic rate (Anmax), maximum carboxylation rate (Vcmax), and maximum electron transport rate (Jmax) were calculated by simulating the AnPAR and ACi curves in accordance with the modified rectangular hyperbolic model [37]. The expression of the modified rectangular hyperbola model of the photosynthetically active response was: An =   α 1 β I 1 + γ I I-Rd, where α was the initial slope of irradiance-response curve of photosynthesis when irradiance approaches zero; β and γ were coefficients which were independent of I (m2 s μmol–1), β represents the photoinhibition item (dimensionless), γ represents the light saturation item (dimensionless), and γ = α /Pnmax (Pnmax represents the maximum net photosynthetic rate (μmol m–2 s–1)); I was photosynthetically active irradiance; Rd was dark respiration rate. The expression of the modified rectangular hyperbola model of the CO2-response was: An =   a 1 b C i 1 + cC i Ci-Rp, where An, Ci, and Rp were net photosynthetic rate, intercellular CO2 concentration, and potorespiration rate, respectively; a was initial carboxylation efficiency of the CO2-response curve; b and c were coefficient (mol μmol–1), c = a/Aimax (Aimax was the plant photosynthetic capacity calculated using a modified rectangular hyperbolic model of the intercellular CO2 response), b was the adjusting factor; when “b = 0”, the formula could be changed to the rectangular hyperbola model.

2.3. Growth and Development in Wheat

The emergence Z10 (first leaf through coleoptile), heading Z55 (a half of the inflorescence emerged), flowering Z65 (anthesis half-way), and ripening phenophases Z92 (caryopsis hard can no longer be dented by thumb-nail) were recorded. The emergence phenophase was when the plant emerged from the soil. The heading phenophase was when more than 50% of the heads were out of the sheath. The flowering phenophase was when more than 50% of the heads were flowering, and most flowers started slightly above the middle portion of the head. The ripening phenophase Z92 was when the grains became hard and the green plant tissue became straw.

2.4. Harvesting

At full maturity Z92, wheat plants were harvested on 4 June 2018, 11 June 2019, and 7 June 2020. After air drying, thousand seed mass, number of kernels per spike, ear per square meter, above-ground biomass, and yield were determined for every pot.

2.5. Data Analysis

The data were expressed as means with standard deviations of treatments. A one-way ANOVA was used to compare the differences among CK, EC, ET, and ECT treatments at the same phenophase or same year. A two-way ANOVA was used to analyze the effects of elevated [CO2], elevated temperature, and their interaction on Anmax, Vcmax, and Jmax (The value of Anmax, Vcmax, and Jmax under the elongation phenophase in 2019 were not measured). A three-way ANOVA was used to analyze the effects of elevated [CO2], elevated temperature, year, and their interactions on yield components. A four-way ANOVA was used to analyze the effects of elevated [CO2], elevated temperature, phenophases, year, and their interactions on gas exchange parameters (The value of An and gs under the elongation phenophase in 2018 and 2019 were not measured). The level of p < 0.05 was considered statistically significant. Mean comparisons were performed using Duncan’s multiple comparison test (p < 0.05). All the above statistical analyses were performed using SPSS (IBM SPSS Statistics 23, IBM, Armonk, NY, USA).

3. Results

3.1. Gas Exchange Parameters

Elevated [CO2] and phenophase on An were significant (p < 0.001) in the three years (Table 1). Elevated [CO2] significantly increased An by 76.0% and 17.9% at the booting and grain filling phenophases in 2018, respectively (Table 1). Elevated [CO2] also increased An by 34.1%, 57.0%, and 45.9% at the elongation, booting, and grain filling phenophases, respectively, in 2020. Meanwhile, it increased An by 25.7% at the grain filling phenophase in 2019. Elevated temperature reduced An by 7.6% and 17.3% at the booting and grain filling phenophases in 2019, respectively; it reduced the An by 32.1% at the grain filling phenophase in 2018, but did not reduce An in 2020. The mitigation effects of eCO2 on An under elevated temperature at the grain filling phenophase in 2018 and 2020 (the increase in An by ECT (1.00 = 15.28–14.28), (15.74 = 30.21–14.47) were greater than those by ET (–4.59 = 9.69–14.28) plus EC (2.56 = 16.84–14.28) and by ET (8.09 = 22.56–14.47) plus EC (6.64 = 21.11–14.47), respectively). The mitigation effects at the grain filling phenophase in 2019 (the increase in An by ECT (–0.71) was less than that by ET (–2.91) plus EC (4.32)). The effect of year on An was significant (p < 0.001) (Table 1). Compared with elevated temperature, the combination of CO2 and temperature increased An 57.7%, 15.8%, and 33.9% at the grain filling phenophase in 2018, 2019, and 2020, respectively. Significantly, the mitigative effects of the combination of CO2 and temperature on An was greater in 2018 and 2020 than that of in 2019.
Elevated [CO2] increased gs by 50.0% at the grain filling phenophase in 2018, increased gs by 33.3% and 78.6% at the booting and grain filling phenophases in 2020, respectively, but reduced gs by 50.0% at the booting and 22.2% at the grain filling phenophases in 2019, respectively. Elevated temperature reduced gs by 32.1% at the grain filling phenophase in 2018, by 22.9% at the booting phenophase, and by 34.6% at the grain filling phenophase in 2019, respectively, but did not reduce gs in 2020. The interaction between CO2 and temperature, temperature, phenophase, and year on gs were significant (p < 0.001) in the three years (Table 1). In 2018 and 2020, gs were increased under eCO2, but decreased under the combined effects of ECT at the booting phenophase. In 2019, gs were reduced under eCO2 and the combined effects of ECT (Table 1). Compared with the control, gs decreased in extremely hot year (2019) (high VPD) under ET, EC, and ECT.

3.2. An–PAR and A–Ci Curves Parameters

Elevated [CO2] and the combined effects of ECT significantly increased Anmax at the booting phenophase in 2019 and all three phenophases in 2020. Elevated temperatures exerted no significant effect on Anmax in 2019 and 2020 (Figure 3a,b). Elevated [CO2], elevated temperature, or the combination reduced Vcmax and Jmax at the booting and grain filling phenophases in 2019 and the grain filling phenophase in 2020. The interaction between CO2 and temperature on Vcmax and Jmax was significant (Vcmax, p = 0.012 (2019), p = 0.044 (2020); Jmax, p < 0.001 (2019), p = 0.013 (2020)) at the grain filling phenophase in 2019 and 2020. The decrease in Vcmax by ECT (–2.63) was significantly less than that by ET (–6.73) plus EC (–12.27) in 2019. The decrease in Jmax by ECT (–1.76) was less than that by ET (–6.13) plus EC (–15.34) in 2019. The decrease in Vcmax by ECT (–32.63) was significantly less than that by ET (–18.79) plus EC (–43.11) in 2020. The decrease in Jmax by ECT (–45.16) was significantly less than that by ET (–43.1) plus EC (–41.43) in 2020. Elevated [CO2] mitigated the negative effects of ET on Vcmax and Jmax, especially in 2020 (Figure 3c–f).

3.3. Growth and Development in Wheat

Elevated [CO2], elevated temperature, and the combination shortened the growth period in wheat, such as heading, flowering, and ripening (Table 2). The effect of elevated temperature on the growth period was greater than that of eCO2. The time from flowering to ripening in 2019 was shorter than that in 2018 and 2020. Compared with ambient conditions (CK), ET shortened the time from flowering to maturity by 3 days in 2018 and 2019, and by 2 days in 2020. Compared with the CK, the EC increased the time from flowering to maturity by 1 day in 2018 and 2020 but shortened it by 2 days in 2019. The combination of ECT decreased the time from flowering to maturity by 2 days in 2018, decreased the time by 3 days in 2019, but did not change the time in 2020, compared with the CK. Compared with the ET, ECT increased the time from flowering to maturity by 1 day in 2018 and by 2 days in 2020, but did not change the time in 2019. The combination of CO2 and temperature mitigated the negative effects of ET on filling days. The number of high-temperature (>35.5 °C) days from flowering to ripening in 2019 was more than that in 2018 and 2020 (Table 2).

3.4. Biomass, Yield, and Yield Components

Elevated temperature, elevated [CO2], and their combination had no significant effect on leaf area index at the booting phenophase in 2019 and 2020 (Figure 4a,b). Elevated temperature significantly decreased leaf area index at the grain filling phenophase in 2019 (p = 0.038) and exerted no significant effect at the grain filling phenophase in 2020. Elevated [CO2] and the combination also exerted no significant effect at the grain filling phenophase in 2019 and 2020.
Elevated [CO2] reduced ear number by 3.4% while increasing kernel number per spike by 32.7% in 2018. Elevated [CO2] increased ear number by 7.9% and 27.5% while reducing kernel number per spike by 11.4% and 6.7% in 2019 and 2020, respectively (Table 3). The yield increased (14.3%) by eCO2 due to the increase in kernel number per spike in 2018 and increased (24.6%) by eCO2 due to the increase in ear number in 2020, but was not increased in 2019 (Table 3 and Table 4). [CO2] and the interaction between CO2 and year on ear number (p < 0.001) and kernel number per spike (PCO2 = 0.011, PCO2*Year < 0.001) were significant across 3 years. [CO2] exerted no effect on thousand-seed mass for 3 years. Temperature exerted no effect on ear number or kernel number per spike, but decreased thousand-seed mass across 3 years. The change in ear number/m2, kernel number per spike, and thousand seed mass was significant (p = 0.001) across 3 years. Compared with 2018 and 2020, the mean ear number decreased in 2019 by 33.7% and 26.6%, but the mean kernel number per spike increased in 2019 by 9.1% and 74.8%, respectively. In 2019, the mean thousand seed mass decreased by 6.6% compared with 2018 and increased by 7.5% compared with 2020. The yield decreased in a high-temperature year (2019) due to the decrease in ear number, while eCO2 increased ear number to compensate for the decline in grain yield under extremely high temperatures (Table 3 and Table 4).
Elevated temperature decreased the yield by approximately 25.5%, 16.0%, and 17.8% in 2018, 2019, and 2020, respectively. [CO2], temperature, and the interaction between CO2 and temperature on yield were significant (PCO2 < 0.001, PT = 0.002, PCO2*T = 0.018) across 3 years. The yield increased by 26.9 with ECT combination, and it was significantly greater than that by ET (–100.9) plus EC (56.7) in 2018. The yield increased (9.9) with ECT combination or (91.8) with EC, while it decreased by ET (–66.2) in 2020. The decrease in yield by ECT (–23.7) was significantly less than that by ET (–45.4) plus EC (–13.3) in 2019. The combination of CO2 and temperature increased yield by 43.3%, 9.1%, 24.8% in 2018, 2019, and 2020, respectively, compared with the ET. The mitigation effects of the combination of CO2 and temperature on yield was greater in 2018 and 2020 than that of in 2019. The year and the interaction between CO2 and year on yield were significant (PYear < 0.001, PCO2*Year = 0.025) across 3 years. Compared with 2018 and 2020, the yield decreased in 2019 by 32.6%, 30.8%. The extra temperature in 2019 severely decreased the yields accompanied by slight mitigation from eCO2. Elevated [CO2] increased above-ground biomass by 14.1% on average across 3 years, whereas elevated temperature decreased above-ground biomass by an average of 21.3%. The interaction between CO2 and temperature on above-ground biomass was significant (p < 0.001) across 3 years. The above-ground biomass increased by 49.6, 139.7 under ECT, which was greater than that by ET (–161.6), (–166.7) plus EC (73.3), (177.5) in 2018 and 2020, respectively. The above-ground biomass decreased by –8.2 with ECT, which was less than that by ET (–137.7) plus EC (67) in 2019. Elevated [CO2] reduced the negative effects of ET on above-ground biomass across 3 years, and it was greater in 2018 and 2020 than that of in 2019 (Table 4).
[CO2], the year, and the interaction between CO2 and year on the harvest index were significant (PCO2 = 0.016, PYear < 0.001, PCO2*Year = 0.024) across 3 years. Temperature and the interaction between CO2 and temperature on harvest index exerted no effect across 3 years. The harvest index was larger in 2018 and 2020 than in 2019 (Table 4).

4. Discussion

Elevated [CO2] enhanced wheat growth and yield by improving photosynthesis [38,39,40,41,42]. Similar to these studies, eCO2 enhanced wheat yield in normal-temperature years (2018 and 2020) but did not increase it in high-temperature year (2019). The growth stimulation by eCO2 was a result of enhanced photosynthesis but also improved water use efficiency due to reduced stomatal conductance in normal-temperature years, similar to the study of Wang et al. [43]. However, reduced stomatal conductance under elevated [CO2] decreased evapotranspiration by about 10% on average and produced an average 0.7 °C increase in leaf temperature across a wide array of species [44]. This increase in leaf temperature would not have a large effect on plants in normal-temperature years, whereas the increase under extreme temperature in 2019 would decrease capacity for transpiration and evaporative cooling, which might lead to higher canopy temperatures relative to air temperature. Higher canopy temperatures above the threshold adversely affected yield. This phenomenon has been confirmed in rice [45]. Ainsworth and Long [46] found that 18 C3 crop yields from almost 250 observations were increased by about 18% under eCO2 and by 10% under the combination of elevated [CO2] and temperature (2 °C). ECT increased photosynthesis in 2018 and 2020 (except for the booting phenophase), thus enhancing the biomass and yield of wheat. However, ECT caused a decrease in photosynthesis because of the extreme temperature at the grain filling phenophase in 2019. The impacts of eCO2 on photosynthesis in wheat response to elevated temperature depend on the background temperature. Alonso et al. [47] suggested that eCO2 increased the Vcmax and enhanced the rubisco activity of wheat in response to increased temperature. In our study, elevated [CO2] and elevated temperature, or the combination reduced Vcmax and Jmax. Cai et al. [48] also indicated that Vcmax and Jmax were significantly decreased with increasing growth temperature. This reduction in Vcmax and Jmax was possibly because of plant photosynthetic acclimation to eCO2 induced by sink capacity limitation [48,49,50] or ribulose-1,5-bisphosphate regeneration-limited (Jmax) by an increase in carbon assimilates [51]. This phenomenon needs further confirmation in wheat. The decline in yield exposed to elevated temperature was recovered under the combination of ECT because of an increase in kernel number per spike in 2018 and 2020 and an increase in ear number in 2020. On the other hand, the recovery of yield exposed to extreme temperature year (2019) was limited under ECT due to a significant decrease in the kernel number per spike.
Extreme temperature or temperatures beyond the optimum temperature of physiological and developmental processes may have a strong negative effect on crops, leading to variable yields or even crop failure [16,17]. In the present study, the top temperature of one day (23 May) during the grain filling period was 43.3 °C under ET treatment in 2019, and the mean day temperature reached 32.3 °C (Figure 2). Meanwhile, the number of days at high temperature (>35.5 °C) from flowering to ripening in 2019 was greater than that in 2018 and 2020 (Table 2), leading to a significant decrease in An, leaf area index, growth period, ear number, and yield in 2019 (Figure 4, Table 1, Table 2, Table 3 and Table 4). Temperatures exceeding optimal growth temperatures reduced wheat yield even under eCO2 in 2019. Similarly, when wheat was exposed to high temperatures above 32 °C after anthesis, grain yield decreased under eCO2 [9,52]. Elevated temperature advanced wheat development and shortened the growth period, except for the grain filling period, thereby reducing the biomass and yield of wheat [13,53]. Other studies indicated that high temperature reduced grain weight by shortening the grain filling duration in wheat [14,54,55]. This confirmed our first hypothesis that high temperature had a negative effect on photosynthesis, the growth period, and yield in wheat. Elevated [CO2] accelerated individual development by increasing leaf temperature and decreasing the stomatal conductance and transpiration rate of leaves, possibly shortening the growth period [53]. Some studies indicated that the positive impact of eCO2 on growth and yield might be attributed to a longer vegetative phase due to the delays in the flowering time of rice [56], soybean [57], and pigeon pea [58]. However, our study suggested that eCO2 accelerated individual development, shortened the growth period of vegetative phenophase, but increased the grain filling period from flowering to maturity in 2018 and 2020, thus increasing the photosynthetic metabolite accumulation and stimulating wheat yield in 2018 and 2020 (Table 1, Table 2 and Table 4). From double ridge to anthesis, Warrington et al. [59] revealed that wheat grown at 25 °C has only 40% of the kernel number in the main spike when compared with plants grown at 15 °C during this period. The kernel numbers per spike were significantly increased in 2018 and slightly increased in 2020. However, it was significantly lower under ECT due to the number of days at high temperature in 2019 was greater than that in 2018 and 2020. The combination of ET and EC in 2019 seriously reduced the kernel number per spike, which ultimately reduced the harvest index and limited the CO2 fertilizer efficiency on wheat. This confirmed our second hypothesis that the mitigation of eCO2 (600 ppm) on crop response to elevated temperature were weak in a warm season. Chavan et al. [9] also suggested that elevated [CO2] alleviated the negative impact of heat stress on wheat physiology but not the yield due to grain abortion induced by heat.
Elevated [CO2] could partly mitigated the negative impact of increased temperature on wheat in North China, but the yield was not increased under the combination of elevated [CO2] and temperature [14]. Ruiz Vera et al. [60] suggested that the mitigation of eCO2 on soybean response to elevated temperature was greater in a cool year than in a warm year. Our study also found that the combination of ECT on wheat varied greatly according to whether the growing season was warm or normal. During a normal season in 2018 and 2020, elevated temperature decreased yields, whereas eCO2 mitigated this adverse effect. During a warm season in 2019, the extra temperature severely decreased the yields accompanied by slight mitigation from eCO2. In South China, Cai et al. [32] argued that wheat yield increased by eCO2 and decreased by elevated temperature; meanwhile, the yield was still somewhat decreased under the combination of elevated [CO2] and temperature. However, in the relatively cool Heilongjiang province (the northernmost province of China), the combination of elevated [CO2] and temperature increased the mean grain yield of soybean by 31% and of maize by approximately 25% across 5 years [61]. Taken together, the mitigation of eCO2 (around 600 ppm) on crop response to elevated temperature may be greater in a cool season or relatively cold areas than that in a warm season or relatively warm areas. In general, eCO2 might mitigate the adverse effect of elevated temperature on crop growth and yield when the mean temperature is below the optimal temperature level for crop growth. In addition, the fluctuations of the CO2 concentration are normal in many CO2 enrichment experiments. Allen et al. [62] and Bunce [63] suggested that fluctuations in the CO2 concentration reduced crop photosynthesis and growth compared with constant eCO2, and underestimated the benefits of eCO2. In this study, although the oscillations and fluctuations of eCO2 might decrease leaf photosynthetic rates in wheat compared to steady levels of eCO2, eCO2 increased An in wheat by 25.7–76.0% on average across 3 years compared to the control. Zhang et al. [64] suggested that the early-maturing cultivar, due to its shorter growth period, reduced the days of extreme heat during the growing season and escaped the extreme high temperature of the critical growth period to a certain extent. Extremely high temperature presents an even greater challenge to wheat production in the future climate, although eCO2 could mitigate some negative impacts. Effective measures must be taken by planting early-maturing cultivar, or preferentially increasing the genotypes of kernel number per spike will display better yield responses under elevated [CO2] and extremely high temperature.

5. Conclusions

Elevated temperature shortened the growth period and decreased wheat yield. Moreover, the extremely high temperature during grain filling exerted a serious negative impact on wheat production. This supported our first hypotheses. Elevated [CO2] mitigated the negative impacts of high temperature on wheat photosynthesis, biomass, and grain yield in North China, and the mitigative effect was better in the normal-temperature year than in the high-temperature year. Elevated [CO2] could compensate for the negative impact of elevated temperature on wheat but exerted a limited impact under the extremely high temperature in North China. This was consistent with our second hypothesis. Effective measures, such as planting early-maturing cultivars or preferentially increasing the genotypes of kernel number per spike of wheat, may be used to ensure the stability of wheat production under future climate change scenarios.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/agronomy13051379/s1, Figure S1: The humidity of all the chambers during the whole growth period. (a), (b), and (c) represented the humidity of wheat during the whole growth period from 2017–2018, 2018–2019, and 2019–2020, respectively; Table S1: Effects of elevated [CO2], elevated temperature, and the combination on vapor pressure deficit (VPD) of chambers.

Author Contributions

Conceptualization, J.Y. and P.L. (Ping Li); methodology, J.Y.; software, J.Y.; validation, P.L. (Ping Li) and A.W.; formal analysis, Y.F. and T.C.; investigation, Q.W. and P.L. (Pan Liang); resources, P.L. (Ping Li); data curation, J.Y.; writing—original draft preparation, J.Y. and P.L. (Ping Li); writing—review and editing, P.L. (Ping Li) and A.W.; visualization, J.Y.; supervision, P.L. (Ping Li); project administration P.L. (Ping Li); funding acquisition, P.L. (Ping Li), A.W. and J.Y. All authors have read and agreed to the published version of the manuscript.

Funding

This research was partially supported by Youth Scientific Research Project of Shanxi Provincial Basic Research Program (20210302124656), Natural Science Research Project of Shanxi Province (20210302123398), Fund Program for the Scientific Activities of Selected Returned Overseas Professionals in Shanxi Province (20210041).

Data Availability Statement

The original data in this study are available from the corresponding authors.

Conflicts of 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.

References

  1. Friedlingstein, P.; O’Sullivan, M.; Jones, M.; Andrew, R.M.; Hauck, J.; Olsen, A.; Peters, G.P.; Peters, W.; Pongratz, J.; Sitch, S.; et al. Global Carbon Budget. Earth Syst. Sci. Data. 2020, 12, 3269–3340. [Google Scholar] [CrossRef]
  2. McMaster, G.S.; Lecain, D.R.; Morgan, J.A.; Aiguo, L.; Hendrix, D.L. Elevated CO2 increases wheat CER, leaf and tiller development, and shoot and root growth. J. Agron. Crop Sci. 1999, 183, 119–128. [Google Scholar] [CrossRef]
  3. Cernusak, L.A.; Haverd, V.; Brendel, O.; Le Thiec, D.; Guehl, J.M.; Cuntz, M. Robust response of terrestrial plants to rising CO2. Trends Plant Sci. 2019, 24, 578–586. [Google Scholar] [CrossRef]
  4. Dietterich, L.H.; Zanobetti, A.; Kloog, I.; Huybers, P.; Leakey, A.D.B.; Bloom, A.J.; Carlisle, E.; Fernando, N.; Fitzgerald, G.; Hasegawa, T.; et al. Impacts of elevated atmospheric CO2 on nutrient content of important food crops. Sci. Data 2015, 2, 150036. [Google Scholar] [CrossRef]
  5. Han, X.; Hao, X.; Lam, S.K.; Wang, H.; Li, Y.; Wheeler, T.; Ju, H.; Lin, E. Yield and nitrogen accumulation and partitioning in winter wheat under elevated CO2: A 3–year free-air CO2 enrichment experiment. Agric. Ecosyst. Environ. 2015, 209, 132–137. [Google Scholar] [CrossRef]
  6. Hao, X.; Li, P.; Zong, Y.Z.; Zhang, B.; Zhao, J.Z.; Han, Y.H. Elevated [CO2] increased photosynthesis and yield without decreasing stomatal conductance in broomcorn millet. Photosynthetica 2017, 55, 176–183. [Google Scholar] [CrossRef]
  7. Alonso, A.; Pérez, P.; Martínez–Carrasco, R. Growth in elevated CO2 enhances temperature response of photosynthesis in wheat. Physiol. Plantarum. 2009, 135, 109–120. [Google Scholar] [CrossRef]
  8. Broberg, M.C.; Högy, P.; Feng, Z.Z.; Pleijel, H. Effects of elevated CO2 on wheat yield: Non-linear response and relation to site productivity. Agronomy 2019, 9, 243. [Google Scholar] [CrossRef]
  9. Chavan, S.G.; Duursma, R.A.; Tausz, M.; Ghannoum, O. Elevated CO2 alleviates the negative impact of heat stress on wheat physiology but not on grain yield. J. Exp. Bot. 2019, 70, 6447–6459. [Google Scholar] [CrossRef]
  10. Thilakarathne, C.L.; Tausz-Posch, S.; Cane, K.; Norton, R.M.; Tausz, M.; Seneweera, S. Intraspecific variation in growth and yield response to elevated CO2 in wheat depends on the differences of leaf mass per unit area. Funct. Plant Biol. 2013, 40, 185–194. [Google Scholar] [CrossRef]
  11. IPCC. Summary for Policymakers. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change; Masson-Delmotte, V., Zhai, P., Eds.; Cambridge University Press: Cambridge, UK; New York, NY, USA, 2021; pp. 3–32. [Google Scholar]
  12. Asseng, S.; Ewert, F.; Martre, P.; Rotter, R.P.; Lobell, D.B.; Cammarano, D.; Kimball, B.A.; Ottman, M.J.; Wall, G.W.; White, J.W.; et al. Rising temperatures reduce global wheat production. Nat. Clim. Chang. 2015, 143–147. [Google Scholar] [CrossRef]
  13. Fang, S.B.; Cammarano, D.; Zhou, G.S.; Tan, K.Y.; Ren, S.X. Effects of increased day and night temperature with supplemental infrared heating on winter wheat growth in North China. Europ. J. Agron. 2015, 64, 67–77. [Google Scholar] [CrossRef]
  14. Tan, K.Y.; Fang, S.B.; Zhou, G.S.; Ren, S.X.; Guo, J.P. Responses of irrigated winter wheat yield in north China to increased temperature and elevated CO2 concentration. J. Meteorol. Res. 2015, 29, 691–701. [Google Scholar] [CrossRef]
  15. Gornall, J.; Betts, R.; Burke, E.; Clark, R.; Camp, J.; Willet, T.K.; Wiltshire, A. Implications of climate change for agricultural productivity in the early twenty-first century. Philos. Trans. R. Soc. B 2010, 365, 2973–2989. [Google Scholar] [CrossRef] [PubMed]
  16. Hatfield, J.L.; Boote, K.J.; Kimball, B.A.; Ziska, L.H.; Izaurralde, R.C.; Ort, D.R.; Thomson, A.M.; Wolfe, D. Climate impacts on agriculture: Implications for crop production. Agron. J. 2011, 103, 351–370. [Google Scholar] [CrossRef]
  17. Herring, S.C.; Hoell, A.; Hoerling, M.P.; Kossin, J.P.; Schreck, C.J.; Stott, P.A. Explaining extreme events of 2015 from a climate perspective. Bull. Am. Meteorol. Soc. 2016, 97, S1–S145. [Google Scholar] [CrossRef]
  18. Xie, W.; Xiong, W.; Pan, J.; Ali, T.; Cui, Q.; Guan, D.; Meng, J.; Mueller, N.D.; Lin, E.D.; Davis, S.J. Decreases in global beer supply due to extreme drought and heat. Nat. Plants 2018, 4, 964–973. [Google Scholar] [CrossRef]
  19. Xu, Z.; Jiang, Y.; Zhou, G. Response and adaptation of photosynthesis, respiration, and antioxidant systems to elevated CO2 with environmental stress in plants. Front. Plant Sci. 2015, 6, 701. [Google Scholar] [CrossRef]
  20. Porter, J.R.; Gawith, M. Temperatures and the growth and development of wheat: A review. Eur. J. Agron. 1999, 10, 23–36. [Google Scholar] [CrossRef]
  21. Acevedo, E. Improvement of Winter Cereal Crops in Mediterranean Environments: Use Yield, Morphological and Physiological Traits; Acevedo, E., Conesa, A.P., Monneveux, P., Eds.; Physiology Breeding of Winter Cereals for Stressed Mediterranean Environments, Montpellier, France; INRA: Paris, France, 1991; pp. 273–305. [Google Scholar]
  22. Wiegand, C.L.; Cuellar, J.A. Duration of grain filling and kernel weight of wheat as affected by temperature. Crop Sci. 1981, 21, 95–101. [Google Scholar] [CrossRef]
  23. Kuchel, H.; Williams, K.; Langridge, P.; Eagles, H.A.; Jefferies, S.P. Genetic dissection of grain yield in bread wheat. II. Qtl–by–environment interaction. Theor. Appl. Genet. 2007, 115, 1015–1027. [Google Scholar] [CrossRef]
  24. Bennett, D.; Izanloo, A.; Reynolds, M.; Kuchel, H.; Langridge, P.; Schnurbusch, T. Genetic dissection of grain yield and physical grain quality in bread wheat (Triticum aestivum L.) under water–limited environments. Theor. Appl. Genet. 2012, 125, 255–271. [Google Scholar] [CrossRef]
  25. Hossain, A.; Sarker, M.A.Z.; Hakim, M.A.; Lozovskaya, M.V.; Zvolinsky, V.P. Effect of temperature on yield and some agronomic characters of spring wheat (Triticum aestivum L.) genotypes. Int. J. Agric. Res. Innov. Technol. 2011, 1, 44–54. [Google Scholar] [CrossRef]
  26. Hossain, A.; Teixeira da Silva, J.A.; Lozovskaya, M.V.; Zvolinsky, V.P. The effect of high temperature stress on the phenology, growth and yield of five wheat (Triticum aestivum L.) varieties. Asian Australas. J. Plant Sci. Biotech. 2012, 6, 14–23. [Google Scholar]
  27. Hossain, A.; Teixeira da Silva, J.A. Phenology, growth and yield of three wheat (Triticum aestivum L.) varieties as affected by high temperature stress. Not. Sci. Biol. 2012, 4, 97–109. [Google Scholar] [CrossRef]
  28. Hasan, M.A. Physiological changes in wheat under late planting heat stress. Master’s Thesis, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Gazipur, Bangladesh, 2002; p. 244. [Google Scholar]
  29. Talukder, A.S.M.H.M.; McDonald, G.K.; Gill, G.S. Effect of short–term heat stress prior to flowering and early grain set on the grain yield of wheat. Field Crops Res. 2014, 160, 54–63. [Google Scholar] [CrossRef]
  30. Saini, H.S.; Aspinal, D. Abnormal sporogenesis in wheat (Triticum aestivum L.) induced by short periods of high temperature. Ann. Bot. 1982, 49, 835–846. [Google Scholar] [CrossRef]
  31. Telfer, P.; Edwards, J.; Bennett, D.; Ganesalingam, D.; Able, J.; Kuchel, H. A field and controlled environment evaluation of wheat (Triticum aestivum) adaptation to heat stress. Field Crops Res. 2018, 229, 55–65. [Google Scholar] [CrossRef]
  32. Cai, C.; Yin, X.Y.; He, S.Q.; Jing, W.Y.; Si, C.F.; Struik, P.C.; Luo, W.H.; Li, G.; Xie, Y.T.; Xiong, Y.; et al. Responses of wheat and rice to factorial combinations of ambient and elevated CO2 and temperature in FACE experiments. Glob. Chang. Biol. 2016, 22, 856–874. [Google Scholar] [CrossRef] [PubMed]
  33. Matsunami, T.; Otera, M.; Amemiya, S.; Kokubun, M.; Okada, M. Effect of CO2 Concentration, Temperature and N Fertilization on Biomass Production of Soybean Genotypes Differing in N Fixation Capacity. Plant Prod. Sci. 2009, 12, 156–167. [Google Scholar] [CrossRef]
  34. Thomey, M.L.; Slattery, R.A.; Kohler, I.H.; Bernacchi, C.J.; Ort, D.R. Yield response of field–grown soybean exposed to heat waves under current and elevated [CO2]. Glob. Chang. Biol. 2019, 25, 4352–4368. [Google Scholar] [CrossRef] [PubMed]
  35. Zadoks, J.C.; Chang, T.T.; Konzak, C.F. A decimal code for growth stages of cereals. Weed Res. 1974, 14, 415–421. [Google Scholar] [CrossRef]
  36. Li, P.; Li, B.; Seneweera, S.; Zong, Y.; Li, F.Y.; Han, Y.; Hao, X. Photosynthesis and yield response to elevated CO2, C4 plant foxtail millet behaves similarly to C3 species. Plant Sci. 2019, 285, 239–247. [Google Scholar] [CrossRef] [PubMed]
  37. Ye, Z.P. A review on modeling of responses of photosynthesis to light and CO2. Chin. J. Plant Ecol. 2010, 34, 727–740. [Google Scholar] [CrossRef]
  38. Aranjuelo, I.; Sanz–Sáez, A.; Jauregui, I.; Irigoyen, J.J.; Araus, J.L.; Sánchez–Díaz, M.; Erice, G. Harvest index, a parameter conditioning responsiveness of wheat plants to elevated CO2. J. Exp. Bot. 2013, 64, 1879–1892. [Google Scholar] [CrossRef]
  39. Goicoechea, N.; Bettoni, M.M.; Fuertes-Mendizábal, T.; González-Murua, C.; Aranjuelo, I. Durum wheat uality traits affected by mycorrhizal inoculation, water availability and atmospheric CO2 concentration. Crop Pasture Sci. 2016, 67, 147–155. [Google Scholar] [CrossRef]
  40. Högy, P.; Brunnbauer, M.; Koehler, P.; Schwadorf, K.; Breuer, J.; Franzaring, J.; Zhunusbayeva, D.; Fangmeier, A. Grain quality characteristics of spring wheat (Triticum aestivum) as affected by free-air CO2 enrichment. Environ. Exp. Bot. 2013, 88, 11–18. [Google Scholar] [CrossRef]
  41. Högy, P.; Keck, M.; Niehaus, K.; Franzaring, J.; Fangmeier, A. Effects of atmospheric CO2 enrichment on biomass, yield and low molecular weight metabolites in wheat grain. J. Cereal Sci. 2010, 52, 215–220. [Google Scholar] [CrossRef]
  42. Pleijel, H.; Högy, P. CO2 dose response functions for wheat grain, protein and mineral yield based on FACE and open-top chamber experiments. Environ. Pollut. 2015, 198, 70–77. [Google Scholar] [CrossRef]
  43. Wang, L.; Feng, Z.Z.; Schjoerring, J.K. Effects of elevated atmospheric CO2 on physiology and yield of wheat (Triticum aestivum L.): A meta-analytic test of current hypotheses. Agric. Ecosyst. Environ. 2013, 178, 57–63. [Google Scholar] [CrossRef]
  44. Kimball, B.A. Crop responses to elevated CO2 and interactions with H2, N, and temperature. Curr. Opin. Plant Biol. 2016, 31, 36–43. [Google Scholar] [CrossRef]
  45. Matsui, T.; Namuco, O.S.; Ziska, L.H.; Horie, T. Effects of high temperature and CO2 concentration on spikelet sterility in Indica rice. Field Crops Res. 1997, 51, 213–219. [Google Scholar] [CrossRef]
  46. Ainsworth, E.A.; Long, S.P. 30 years of free-air carbon dioxide enrichment (FACE): What have we learned about future crop productivity and its potential for adaptation? Glob. Chang. Biol. 2021, 27, 27–49. [Google Scholar] [CrossRef]
  47. Alonso, A.; Pérez, P.; Morcuende, R.; Martínez–Carrasco, R. Future CO2 concentrations, though not warmer temperatures, enhance wheat photosynthesis temperature responses. Physiol. Plant. 2008, 132, 102–112. [Google Scholar] [CrossRef]
  48. Cai, C.; Li, G.; Di, L.; Fu, L.; Guo, X.; Struik, P.C.; Pan, G.; Li, H.; Chen, W.; Luo, W.; et al. The acclimation of leaf photosynthesis of wheat and rice to seasonal temperature changes in T–FACE environments. Glob. Chang. Biol. 2020, 26, 539–556. [Google Scholar] [CrossRef]
  49. Pérez, P.; Zita, G.; Morcuende, R.; Martínez-Carrasco, R. Elevated CO2 and temperature differentially affect photosynthesis and resource allocation in flag and penultimate leaves of wheat. Photosynthetica 2007, 45, 9–17. [Google Scholar] [CrossRef]
  50. Ainsworth, E.A.; Rogers, A.; Nelson, R.; Long, S.P. Testing the “source–sink” hypothesis of down-regulation of photosynthesis in elevated [CO2] in the field with single gene substitutions in Glycine max. Agric. For. Meteorol. 2004, 122, 85–94. [Google Scholar] [CrossRef]
  51. Eduardo, D.D.O.; Palta, J.A.; Helen, B.; Katia, S.; Siddique, K.H.M. Elevated CO2 reduced floret death in wheat under warmer average temperatures and terminal drought. Front. Plant Sci. 2015, 6, 1010. [Google Scholar] [CrossRef]
  52. Zhang, X.X.; Högy, P.; Wu, X.N.; Schmid, I.; Wang, X.L.; Schulze, W.X.; Jiang, D.; Fangmeier, A. Physiological and proteomic evidence for the interactive effects of post-anthesis heat stress and elevated CO2 on wheat. Proteomics 2018, 18, 1800262. [Google Scholar] [CrossRef] [PubMed]
  53. Streck, N.A. Climate change and agroecosystems: The effect of elevated atmospheric CO2 and temperature on crop growth, development, and yield. Cienc. Rural 2005, 35, 730–740. [Google Scholar] [CrossRef]
  54. Farooq, M.; Bramley, H.; Palta, J.A.; Siddique, K.H.M. Heat stress in wheat during reproductive and grain-filling phases. Crit. Rev. Plant Sci. 2011, 30, 491–507. [Google Scholar] [CrossRef]
  55. Prasad, P.V.V.; Djanaguiraman, M. Response of floret fertility and individual grain weight of wheat to high temperature stress: Sensitive stages and thresholds for temperature and duration. Funct. Plant Biol. 2014, 41, 1261–1269. [Google Scholar] [CrossRef] [PubMed]
  56. Shimono, H.; Okada, M.; Yamakawa, Y.; Nakamura, H.; Kobayashi, K.; Hasegawa, T. Genotypic variation in rice yield enhancement by elevated CO2 relates to growth before heading, and not to maturity group. J. Exp. Bot. 2009, 60, 523–532. [Google Scholar] [CrossRef] [PubMed]
  57. Bunce, J.A. Elevated carbon dioxide effects on reproductive phenology and seed yield among soybean cultivars. Crop Sci. 2015, 55, 339–343. [Google Scholar] [CrossRef]
  58. Sreeharsha, R.V.; Sekhar, K.M.; Reddy, A.R. Delayed flowering is associated with lack of photosynthetic acclimation in Pigeon pea (Cajanus cajan L.) grown under elevated CO2. Plant Sci. 2015, 231, 82–93. [Google Scholar] [CrossRef]
  59. Warrington, I.J.; Dunstone, R.L.; Green, L.M. Temperature effects at three developmental stages on the yield of the wheat ear. Austr. J. Agric. Res. 1977, 28, 11–27. [Google Scholar] [CrossRef]
  60. Ruiz-Vera, U.M.; Siebers, M.; Gray, S.B.; Drag, D.W.; Rosenthal, D.M.; Kimball, B.A.; Ort, D.R.; Bernacchi, C.J. Global warming can negate the expected CO2 stimulation in photosynthesis and productivity for soybean grown in the Midwestern United States. Plant Physiol. 2013, 162, 410–423. [Google Scholar] [CrossRef]
  61. Qiao, Y.; Miao, S.; Li, Q.; Jin, J.; Luo, X.; Tang, C. Elevated CO2 and temperature increase grain oil concentration but their impacts on grain yield differ between soybean and maize grown in a temperate region. Sci. Total Environ. 2019, 666, 405–413. [Google Scholar] [CrossRef]
  62. Allen, L.H.; Kimball, B.A.; Bunce, J.A.; Yoshimoto, M.; Harazono, Y.; Baker, J.T.; Boote, K.J.; White, J.W. Fluctuations of CO2 in Free-Air CO2 Enrichment (FACE) depress plant photosynthesis, growth, and yield. Agric. For. Meteorol. 2020, 284, 107899. [Google Scholar] [CrossRef]
  63. Bunce, J.A. Responses of cotton and wheat photosynthesis and growth to cyclic variation in carbon dioxide concentration. Photosynthetica 2012, 50, 395–400. [Google Scholar] [CrossRef]
  64. Zhang, Y.; Lam, S.K.; Li, P.; Zong, Y.; Zhang, D.; Shi, X.; Hao, X.; Wang, J. Early–maturing cultivar of winter wheat is more adaptable to elevated [CO2] and rising temperature in the eastern Loess Plateau. Agric. For. Meteorol. 2023, 332, 109356. [Google Scholar] [CrossRef]
Figure 1. Fluctuation of the CO2 concentration during the whole growth period. (ac) represented CO2 concentration fluctuations of wheat during the whole growth period from 2017–2018, 2018–2019, and 2019–2020, respectively. CO2 gas began to release after wheat emergence, and CO2 gas was not released for a period of dormancy during the overwintering period (about early December to late February). CK: ambient [CO2], ambient temperature; ET: ambient [CO2], ambient temperature +2 °C; EC: ambient [CO2] + 200 ppm, ambient temperature; ECT: ambient [CO2] + 200 ppm, ambient temperature +2 °C.
Figure 1. Fluctuation of the CO2 concentration during the whole growth period. (ac) represented CO2 concentration fluctuations of wheat during the whole growth period from 2017–2018, 2018–2019, and 2019–2020, respectively. CO2 gas began to release after wheat emergence, and CO2 gas was not released for a period of dormancy during the overwintering period (about early December to late February). CK: ambient [CO2], ambient temperature; ET: ambient [CO2], ambient temperature +2 °C; EC: ambient [CO2] + 200 ppm, ambient temperature; ECT: ambient [CO2] + 200 ppm, ambient temperature +2 °C.
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Figure 2. Fluctuation of the mean week temperature during the whole growth period. (ac) represented temperature fluctuations of wheat during the whole growth period from 2017–2018, 2018–2019, and 2019–2020, respectively. The small inserted graphs showed the temperature fluctuations of wheat during the flowering to ripening periods from three years. CK: ambient [CO2], ambient temperature; ET: ambient [CO2], ambient temperature +2 °C; EC: ambient [CO2] + 200 ppm, ambient temperature; ECT: ambient [CO2] + 200 ppm, ambient temperature +2 °C.
Figure 2. Fluctuation of the mean week temperature during the whole growth period. (ac) represented temperature fluctuations of wheat during the whole growth period from 2017–2018, 2018–2019, and 2019–2020, respectively. The small inserted graphs showed the temperature fluctuations of wheat during the flowering to ripening periods from three years. CK: ambient [CO2], ambient temperature; ET: ambient [CO2], ambient temperature +2 °C; EC: ambient [CO2] + 200 ppm, ambient temperature; ECT: ambient [CO2] + 200 ppm, ambient temperature +2 °C.
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Figure 3. Effects of elevated [CO2], elevated temperature, and the combination on Anmax, Vcmax, and Jmax. Anmax, Vcmax, and Jmax of wheat at three growth phenophases (elongation, booting, and grain filling) in 2019 (a,c,e) and 2020 (b,d,f) experiments under four CO2 and temperature combinations. CK: ambient [CO2], ambient temperature; ET: ambient [CO2], ambient temperature +2 °C; EC: ambient [CO2] + 200 ppm, ambient temperature; ECT: ambient [CO2] + 200 ppm, ambient temperature +2 °C. Different letters abc indicated significant differences between CK, EC, ET, and ECT treatments at same phenophase (p < 0.05). The data were presented as mean values and error bars indicate standard deviations (n = 3). PCO2, PT, PCO2*T represented the p values of the ANOVA results for the effects of CO2 concentration, temperature, and their interaction on Anmax, Vcmax, and Jmax, respectively. * Significant at the 0.05 probability level; ** Significant at the 0.01 probability level; NS, nonsignificant. Anmax: Maximum net photosynthetic rate; Vcmax: Maximum carboxylation rate; Jmax: Maximum electron transport rate.
Figure 3. Effects of elevated [CO2], elevated temperature, and the combination on Anmax, Vcmax, and Jmax. Anmax, Vcmax, and Jmax of wheat at three growth phenophases (elongation, booting, and grain filling) in 2019 (a,c,e) and 2020 (b,d,f) experiments under four CO2 and temperature combinations. CK: ambient [CO2], ambient temperature; ET: ambient [CO2], ambient temperature +2 °C; EC: ambient [CO2] + 200 ppm, ambient temperature; ECT: ambient [CO2] + 200 ppm, ambient temperature +2 °C. Different letters abc indicated significant differences between CK, EC, ET, and ECT treatments at same phenophase (p < 0.05). The data were presented as mean values and error bars indicate standard deviations (n = 3). PCO2, PT, PCO2*T represented the p values of the ANOVA results for the effects of CO2 concentration, temperature, and their interaction on Anmax, Vcmax, and Jmax, respectively. * Significant at the 0.05 probability level; ** Significant at the 0.01 probability level; NS, nonsignificant. Anmax: Maximum net photosynthetic rate; Vcmax: Maximum carboxylation rate; Jmax: Maximum electron transport rate.
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Figure 4. Effects of elevated [CO2], elevated temperature, and the combination on the leaf area index of wheat at two growth phenophase (booting and grain filling) in 2019 (a) and 2020 (b). Different letters indicated significant differences between CK, EC, ET, and ECT treatments at same phenophase (p < 0.05). The data were presented as mean values and error bars indicate standard deviations (n = 3). CK: ambient [CO2], ambient temperature; ET: ambient [CO2], ambient temperature +2 °C; EC: ambient [CO2] + 200 ppm, ambient temperature; ECT: ambient [CO2] + 200 ppm, ambient temperature +2 °C.
Figure 4. Effects of elevated [CO2], elevated temperature, and the combination on the leaf area index of wheat at two growth phenophase (booting and grain filling) in 2019 (a) and 2020 (b). Different letters indicated significant differences between CK, EC, ET, and ECT treatments at same phenophase (p < 0.05). The data were presented as mean values and error bars indicate standard deviations (n = 3). CK: ambient [CO2], ambient temperature; ET: ambient [CO2], ambient temperature +2 °C; EC: ambient [CO2] + 200 ppm, ambient temperature; ECT: ambient [CO2] + 200 ppm, ambient temperature +2 °C.
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Table 1. Effects of elevated [CO2], elevated temperature and the combination on gas exchange parameters of wheat.
Table 1. Effects of elevated [CO2], elevated temperature and the combination on gas exchange parameters of wheat.
YearTreatmentAn (μmol m−2 s−1)gs (mol m−2 s−1)
ElongationBootingGrain FillingElongationBootingGrain Filling
2018CK 12.27 ± 0.98 Bb14.28 ± 0.42 Ab 0.27 ± 0.03 Bb0.56 ± 0.08 Ab
ET 12.29 ± 0.93 Ab9.69 ± 0.91 Bc 0.61 ± 0.09 Aa0.38 ± 0.03 Bc
EC 21.60 ± 0.74 Aa16.84 ± 1.02 Ba 0.53 ± 0.04 Ba0.84 ± 0.08 Aa
ECT 24.03 ± 0.94 Aa15.28 ± 0.71 Bab 0.20 ± 0.02 Bc0.36 ± 0.02 Ac
2019CK 25.87 ± 1.33 Aab16.81 ± 0.29 Bb 0.48 ± 0.02 Ba0.81 ± 0.03 Aa
ET 23.91 ± 1.25 Ab13.90 ± 0.33 Bc 0.37 ± 0.03 Bb0.53 ± 0.02 Ab
EC 27.91 ± 1.28 Aa21.13 ± 0.38 Ba 0.24 ± 0.02 Bc0.63 ± 0.04 Ab
ECT 24.75 ± 0.23 Ab16.10 ± 0.43 Bb 0.21 ± 0.00 Bc0.33 ± 0.03 Ac
2020CK19.69 ± 0.51 Ac18.90 ± 0.58 Ac14.47 ± 1.23 Bc0.20 ± 0.01 Ac0.21 ± 0.01 Ab0.14 ± 0.02 Bb
ET20.72 ± 0.51 Ac22.08 ± 1.25 Ab22.56 ± 0.97 Ab0.28 ± 0.02 Ab0.26 ± 0.03 Aa0.28 ± 0.03 Aab
EC26.41 ± 0.44 Bb29.67 ± 1.09 Aa21.11 ± 1.11 Cb0.52 ± 0.03 Aa0.28 ± 0.01 Ba0.25 ± 0.03 Bab
ECT30.04 ± 0.83 Aa24.08 ± 0.79 Bb30.21 ± 1.85 Aa0.30 ± 0.02 Ab0.10 ± 0.00 Bc0.37 ± 0.09 Aa
PvaluePCO2**NS
PTNS**
PP****
PYear****
PCO2*TNS**
PCO2*P****
PCO2*Year****
PT*P****
PT*Year****
PP*Year****
PCO2*T*P****
PCO2*T*Year****
PCO2*P*Year****
PT*P*Year****
PCO2*T*P*Year****
Note: Different lowercase letters indicated significant differences between CK, EC, ET, and ECT treatments (p < 0.05) at same phenophase. Different capital letters indicated significant differences between different phenophases under same environmental conditions (p < 0.05). The data were presented as mean values and standard deviations (n = 4). An: Net photosynthetic rate; gs: stomatal conductance. CK, control (ambient [CO2], ambient temperature); ET, elevated temperature (ambient [CO2], ambient temperature +2 °C); EC, elevated CO2 concentration (ambient [CO2] + 200 ppm, ambient temperature); ECT, the combination of elevated [CO2] and temperature (ambient [CO2] + 200 ppm, ambient temperature +2 °C). PCO2, PT, PP, PYear, PCO2*T, PCO2*P, PCO2*Year, PT*P, PT*Year, PP*Year, PCO2*T*P, PCO2*T*Year, PCO2*P*Year, PT*P*Year, PCO2*T*P*Year represented the p values of the ANOVA results for the effects of CO2 concentration, temperature, phenophase, year, and their interactions on gas exchange parameters, respectively. ** Significant at the 0.01 probability level; NS, nonsignificant.
Table 2. Effects of elevated [CO2], elevated temperature, and the combination on wheat phenophases for three growing years.
Table 2. Effects of elevated [CO2], elevated temperature, and the combination on wheat phenophases for three growing years.
Days after Sowing (Days)
YearsTreatmentSowing TimeEmergenceHeadingFloweringRipenessFlowering to Ripening (Days)Days of
Maximum Temperature
(>35.5 °C)
2017–2018CK25 October 201791781822224010
ET25 October 201781711762133718
EC25 October 201791731772184112
ECT25 October 201781691732113818
2018–2019CK13 October 201891901962323617
ET13 October 201881821882213319
EC13 October 201891871932273417
ECT13 October 201881851912243319
2019–2020CK27 October 201991741802153511
ET27 October 201981701742073316
EC27 October 201991741792153614
ECT27 October 201981681722073517
Note: CK: ambient [CO2], ambient temperature; ET: ambient [CO2], ambient temperature +2 °C; EC: ambient [CO2] + 200 ppm, ambient temperature; ECT: ambient [CO2] + 200 ppm, ambient temperature +2 °C.
Table 3. Effects of elevated [CO2], elevated temperature, and the combination on yield components wheat in 2018, 2019, and 2020.
Table 3. Effects of elevated [CO2], elevated temperature, and the combination on yield components wheat in 2018, 2019, and 2020.
YearTreatmentEar Number m−2Kernel Number
per Spike
Thousand Seed Mass (g)
2017–2018CK323.6 Aa23.73 Ab51.69 Aa
ET304.2 Ab21.70 Ab44.99 Ac
EC312.5 Aab31.49 Aa46.09 Abc
ECT304.2 Ab29.57 Aa47.11 Ab
2018–2019CK209.7 Cb30.32 Aa44.91 Ba
ET181.9 Cc30.46 Aa43.37 Ba
EC226.4 Ca26.85 Ab44.74 Ba
ECT206.9 Cb28.53 Ab44.26 Ba
2019–2020CK226.4 Bb17.74 Ba40.85 Ba
ET249.0 Bb13.85 Ba40.55 Ba
EC288.6 Bb16.56 Ba44.84 Ba
ECT359.4 Ba18.30 Ba38.73 Ba
PvaluePCO2***NS
PTNSNS*
PYear******
PCO2*TNSNSNS
PCO2*Year****NS
PT*Year**NSNS
PCO2*T*YearNSNSNS
Note: Different lowercase letters indicated significant differences among CK, EC, ET, and ECT treatments (p < 0.05) at same year. Different capital letters indicated significant differences between years (p < 0.05). The data were presented as mean values and error bars indicate standard deviations (n = 3). CK: ambient [CO2], ambient temperature; ET: ambient [CO2], ambient temperature +2 °C; EC: ambient [CO2] + 200 ppm, ambient temperature; ECT: ambient [CO2] + 200 ppm, ambient temperature +2 °C. PCO2, PT, PYear, PCO2*T, PCO2*Year, PT*Year, PCO2*T*Year represent the p values of the ANOVA results for the effects of CO2 concentration, temperature, year, and their interactions on yield components, respectively. * Significant at the 0.05 probability level; ** Significant at the 0.01 probability level; NS, nonsignificant.
Table 4. Effects of elevated [CO2], elevated temperature and the combination on the yield, above-ground biomass and harvest index of wheat.
Table 4. Effects of elevated [CO2], elevated temperature and the combination on the yield, above-ground biomass and harvest index of wheat.
YearTreatmentYield (g × m−2)Above-Ground
Biomass (g × m−2)
Harvest
Index
2017–2018CK396.11 Ac697.51 Ac0.57 Ab
ET295.15 Ad535.88 Ad0.55 Ab
EC452.85 Aa770.81 Aa0.59 Aa
ECT423.00 Ab747.11 Ab0.57 Ab
2018–2019CK284.74 Ba700.76 Ab0.41 Ba
ET239.32 Bc563.11 Ac0.42 Ba
EC271.46 Bab767.76 Aa0.35 Bc
ECT261.03 Bb692.54 Ab0.38 Bb
2019–2020CK372.97 Aab794.08 Aab0.47 Aa
ET306.75 Ab627.35 Ab0.49 Aa
EC464.74 Aa971.61 Aa0.48 Aa
ECT382.85 Aab933.81 Aa0.41 Ab
PvaluePCO2*****
PT****NS
PYear******
PCO2*T***NS
PCO2*Year***
PT*YearNSNSNS
PCO2*T*YearNSNSNS
Note: Harvest index = Yield/Above-ground biomass. Different lowercase letters indicated significant differences between CK, EC, ET, and ECT treatments at same year (p < 0.05). Different capital letters indicated significant differences between years (p < 0.05). The data were presented as mean values and error bars indicate standard deviations (n = 3). CK: ambient [CO2], ambient temperature; ET: ambient [CO2], ambient temperature +2 °C; EC: ambient [CO2] + 200 ppm, ambient temperature; ECT: ambient [CO2] + 200 ppm, ambient temperature +2 °C. PCO2, PT, PYear, PCO2*T, PCO2*Year, PT*Year, PCO2*T*Year represented the p values of the ANOVA results for the effects of CO2 concentration, temperature, year, and their interactions on the yield, above-ground biomass, and harvest index of wheat, respectively. * Significant at the 0.05 probability level; ** Significant at the 0.01 probability level; NS, nonsignificant.
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Yang, J.; Feng, Y.; Chi, T.; Wen, Q.; Liang, P.; Wang, A.; Li, P. Mitigation of Elevated CO2 Concentration on Warming-Induced Changes in Wheat Is Limited under Extreme Temperature during the Grain Filling Period. Agronomy 2023, 13, 1379. https://doi.org/10.3390/agronomy13051379

AMA Style

Yang J, Feng Y, Chi T, Wen Q, Liang P, Wang A, Li P. Mitigation of Elevated CO2 Concentration on Warming-Induced Changes in Wheat Is Limited under Extreme Temperature during the Grain Filling Period. Agronomy. 2023; 13(5):1379. https://doi.org/10.3390/agronomy13051379

Chicago/Turabian Style

Yang, Jing, Yue Feng, Tian Chi, Qiang Wen, Pan Liang, Aiping Wang, and Ping Li. 2023. "Mitigation of Elevated CO2 Concentration on Warming-Induced Changes in Wheat Is Limited under Extreme Temperature during the Grain Filling Period" Agronomy 13, no. 5: 1379. https://doi.org/10.3390/agronomy13051379

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