Scientia Agricultura Sinica ›› 2019, Vol. 52 ›› Issue (8): 1355-1367.doi: 10.3864/j.issn.0578-1752.2019.08.006

• TILLAGE & CULTIVATION·PHYSIOLOGY & BIOCHEMISTRY·AGRICULTURE INFORMATION TECHNOLOGY • Previous Articles     Next Articles

Analysis of Gap Between Yield and Radiation Production Efficiency and Temperature Production Efficiency in Summer Maize: Taking Shandong Province as an Example

WANG HongZhang,LIU Peng(),DONG ShuTing,ZHANG JiWang,ZHAO Bin,REN BaiZhao   

  1. College of Agronomy, Shandong Agricultural University/State Key Laboratory of Crop Biology, Taian 271018, Shandong
  • Received:2018-12-11 Accepted:2019-01-31 Online:2019-04-16 Published:2019-04-26
  • Contact: Peng LIU E-mail:liupengsdau@126.com

Abstract:

【Objective】 In the present study, the biomass production and resource availability among yield levels were studied to quantify the gap of yield, radiation production efficiency and temperature production efficiency of summer maize in Shandong province. This study aimed to clarify the contribution rate of agricultural production conditions and cultivation measures to yield gap and efficiency gap, and to explore the possibility of synergistic narrow the yield gap and efficiency gap, so as to provide a theoretical basis for closing yield gap and improving resource utilization efficiency. 【Method】 The experiment was conducted in Taian, Zibo and Yantai in Shandong province from 2017 to 2018. Based on the investigation of summer maize production in Shandong province, four management models were designed in consideration of appropriate increase of plant density, optimization of fertilizer and water, increase of yield and efficiency with the same integrated management. The four yield levels, including super high yield (SH), high yield and high efficiency (HH), farmer level (FP) and basic production level (CK), were simulated. And the gap of yield, radiation production efficiency and temperature production efficiency of different yield levels were analyzed. With the integrative analysis of radiation-temperature production potential and crop yield performance, the factors affecting gap of yield and efficiency and the way closing yield gap and increasing efficiency were explored in the present study. 【Result】 At present, the yield gap between radiation temperature potential level and super high yield level, super high yield level and high yield high efficiency level, high yield and high efficiency level and farmer production level, farmer production level and basic production level of summer maize in Shandong province were 5.85, 0.82, 1.90 and 1.35 t·hm -2, respectively; The radiation production efficiency gap were 1.74, 0.15, 0.28 and 0.45 g·MJ -1, respectively; and the temperature production efficiency gap were 1.09, 0.10, 0.17 and 0.28 kg·hm -2·℃ -1, respectively. The current uncontrollable factors contributed 58.49% to yield gap, and contributed 66.09% to light and temperature production efficiency. And geographical difference factors contributed 1.98% to yield gap, contributed 2.49% to radiation production efficiency, and contributed 3.24% to temperature production efficiency. There was a significant correlation between the yield gap and the production efficiency gap. SH and HH had higher biomass, mean leaf area index (MLAI) and canopy light energy interception rate than FP and CK. 【Conclusion】 At present, the gap of yield, the radiation production efficiency, and the temperature production efficiency between the farmer production level and the radiation temperature potential level of summer maize in Shandong province were 8.56 t·hm -2, 2.17 g·MJ -1, and 1.35 kg·hm -2·℃ -1, respectively, so there was room for improvement in yield and utilization efficiency of radiation and temperature resources. There was a significant correlation between the yield gap and the production efficiency gap, on the basis of existing farmer management measures, the application of high-yield and high-efficiency management mode (increase the plant density of 15 000 plant·hm -2, and increasing the amount of fertilization appropriately, changing the one-time fertilization into the sub-fertilization mode with water and fertilizer integration during the stage of sowing, spike formation, flowering, and milking) could narrow the yield gap by 1.90 t·hm -2and increase the production efficiency of radiation and temperature resources by 14.74% and 14.41%, respectively, which was an effective technical way to synergistic close yield gap and increase efficiency.

Key words: summer maize, yield, radiation and temperature production efficiency, gap

Fig. 1

Daily precipitation, mean temperature and solar radiation at Taian, Zibo and Yantai in the growth period of summer maize"

Table 1

The plant density and application of fertilizer"

处理
Treatment
种植密度
Plant density
(plant/hm)
目标产量
Target yield
(kg·hm-2)
肥料种类
Fertilizers
用量
Rate (kg·hm-2)
比例 Percentage
播种
Seeding
大喇叭口期
V12
开花期
VT
乳熟期
R3
SH 82500 18000 有机肥 Organic fertilizer 7500 100%
N 540 30%PU+10%U 30%U 20%U 10%U
P2O5 180 100%
K2O 360 75% 25%
HH 82500 15000 有机肥 Organic fertilizer 7500 100%
N 375 30%PU+10%U 30%U 20%U 10%U
P2O5 150 100%
K2O 300 75% 25%
FP 67500 NPK三元复合肥
Ternary compound fertilizer
(N-P2O5-K2O=14-16-15)
750 100%
CK 67500 0

Table 2

Growth process of summer maize at experimental place"

地点
Site
年份
Year
播种
Sowing (M-D)
生育期 Growth stage (M-D) 生育期天数
Total days (d)
大喇叭口期
Bell stage
开花期
Flowering stage
灌浆期
Filling stage
乳熟期
Milking stage
收获期
Harvest
泰安
Taian
2017 6-12 7-27 8-04 8-23 9-03 10-06 116
2018 6-12 7-25 8-02 8-22 9-01 10-06 116
淄博
Zibo
2017 6-12 7-25 8-07 8-22 9-03 9-29 109
2018 6-13 7-26 8-06 8-21 9-01 10-01 110
烟台
Yantai
2017 6-20 7-29 8-15 8-30 9-15 10-06 108
2018 6-20 8-03 8-16 9-03 9-13 10-08 110

Fig. 2

Differences in biomass of summer maize under different yield levels"

Table 3

Grain yield and yield gap under different yield levels"

年份
Year
地点
Site
籽粒产量Grain yield (t·hm-2) 产量差距Yield gap (t·hm-2)
YRT YSH YHH YFP YCK YGt YGI YGII YGIII YGIV YGs
2017 泰安Taian 17.71 12.30 11.30 9.97 8.78 8.93 5.41 1.00 1.33 1.19
淄博Zibo 16.78 12.07 11.42 9.80 8.60 8.18 4.71 0.65 1.62 1.2 0.17
烟台Yantai 15.84 11.99 11.91 9.85 8.27 7.57 3.85 0.08 2.06 1.58 0.12
2018 泰安Taian 19.06 12.53 11.33 8.75 7.51 11.55 6.53 1.20 2.58 1.24 0.81
淄博Zibo 20.25 12.34 11.29 9.41 8.01 12.24 7.91 1.05 1.88 1.40 0.15
烟台Yantai 19.09 12.41 11.46 9.56 8.10 10.99 6.68 0.95 1.90 1.46
平均Average 18.12 12.27 11.45 9.56 8.21 9.91 5.85 0.82 1.90 1.35 0.21

Table 4

Differences in photosynthetic performance parameters of summer maize under different yield levels"

地点
Site
处理
Treatments
2017 2018
MLAI MNAR (g·m-2·d-1) D (d) HI MLAI MNAR (g·m-2·d-1) D (d) HI
泰安
Taian
SH 3.69a 6.69b 116 0.51a 3.47a 6.87b 116 0.53a
HH 3.51b 6.77b 116 0.51a 3.28b 6.92b 116 0.53a
FP 3.00c 8.38a 116 0.50a 3.01c 7.82a 116 0.53a
CK 2.48d 8.44a 116 0.50a 2.46d 7.56a 116 0.51a
淄博
Zibo
SH 3.84a 5.84c 109 0.53a 3.76a 5.72b 110 0.53a
HH 3.70b 5.77c 109 0.51a 3.53b 5.72b 110 0.52a
FP 3.00c 6.00b 109 0.51a 2.99c 5.84a 110 0.52a
CK 2.49d 6.61a 109 0.50a 2.48d 6.04a 110 0.50a
烟台
Yantai
SH 3.93a 5.93b 108 0.51a 3.44a 8.46c 109 0.51a
HH 3.50b 6.21b 108 0.50a 3.19b 8.51c 109 0.50a
FP 3.31c 7.07a 108 0.50a 2.86c 10.28a 109 0.48a
CK 2.81d 7.76a 108 0.49a 2.31d 9.23b 109 0.47a

Fig. 3

Radiation interception efficiency of summer maize under different yield levels"

Table 5

Production efficiency of light and efficiency gap under different yield levels (g·MJ-1)"

年份
Year
地点
Site
光能生产效率Production efficiency of radiation 效率差距Efficiency gap
RERT RESH REHH REFP RECK REGt REGI REGII REGIII REGIV REGs
2017 泰安Taian 4.01 2.29 2.08 1.87 1.39 2.63 1.73 0.21 0.21 0.48 0.25
淄博Zibo 4.23 2.61 2.48 2.12 1.66 2.57 1.62 0.14 0.35 0.47
烟台Yantai 3.71 2.48 2.34 2.01 1.52 2.19 1.23 0.15 0.33 0.49 0.11
2018 泰安Taian 4.05 2.19 2.10 1.80 1.36 2.69 1.86 0.09 0.31 0.44
淄博Zibo 4.34 2.22 2.06 1.80 1.40 2.94 2.12 0.16 0.26 0.40
烟台Yantai 4.05 2.17 1.99 1.79 1.38 2.67 1.88 0.18 0.21 0.40 0.01
平均Average 4.07 2.33 2.18 1.90 1.45 2.62 1.74 0.15 0.28 0.45 0.06

Table 6

Production efficiency of temperature and efficiency gap under different yield levels (kg·hm-2·℃-1)"

年份
Year
地点
Site
温度生产效率Production efficiency of temperature 效率差距Efficiency gap
TERT TESH TEHH TEFP TECK TEGt TEGI TEGII TEGIII TEGIV TEGs
2017 泰安Taian 2.48 1.41 1.28 1.15 0.86 1.62 1.06 0.13 0.13 0.30 0.10
淄博Zibo 2.36 1.45 1.38 1.18 0.92 1.44 0.90 0.08 0.20 0.26 0.07
烟台Yantai 2.30 1.54 1.45 1.25 0.94 1.36 0.76 0.09 0.20 0.30 -
2018 泰安Taian 2.60 1.41 1.35 1.15 0.87 1.73 1.19 0.06 0.20 0.28 0.06
淄博Zibo 2.70 1.38 1.28 1.12 0.87 1.83 1.32 0.10 0.16 0.25 0.09
烟台Yantai 2.74 1.47 1.35 1.21 0.94 1.80 1.27 0.12 0.14 0.27 -
平均Average 2.53 1.44 1.35 1.18 0.90 1.63 1.09 0.10 0.17 0.28 0.05

Table 7

Contribution rate of each factor to the yield gap"

年份
Year
地点
Site
贡献率Contribution rate (%)
当前不可控因素
Non-controllable factors
可控因素Controllable factors 地域差异因素
Location factors
大量资源投入
Excess nutrients input
优化栽培措施
Optimized cultivation measures
当前农艺水平
Current crop management
2017 泰安Taian 60.58 11.20 14.89 13.33
淄博Zibo 57.58 7.95 19.80 14.67 2.08
烟台Yantai 50.86 1.06 27.21 20.87 1.59
2018 泰安Taian 56.54 10.39 22.34 10.74 7.01
淄博Zibo 54.62 8.58 15.36 11.44 1.23
烟台Yantai 60.78 8.64 17.29 13.28
平均Average 58.49 7.97 19.48 14.05 1.98

Table 8

Contribution rate of each factor to the efficiency gap"

年份
Year
地点
Site
贡献率Contribution rate (%)
当前不可控因素
Non-controllable factors
可控因素 Controllable factors 地域差异因素 Location factors
大量资源投入
Excess nutrients input
优化栽培措施
Optimized cultivation measures
当前农艺水平
Current crop management
光能生产效率
Production efficiency of light energy
温度生产效率
Production efficiency of temperature
2017 泰安Taian 65.73 7.83 8.08 18.36 9.51 6.17
淄博Zibo 62.95 5.25 13.71 18.10 4.88
烟台Yantai 56.06 6.68 14.86 22.40 5.03
2018 泰安Taian 69.03 3.29 11.42 16.26 3.47
淄博Zibo 72.27 5.49 8.79 13.46 4.93
烟台Yantai 70.50 6.71 7.76 15.02 0.37
平均Average 66.09 5.88 10.77 17.27 2.49 3.24

Fig. 4

Relationship between yield gap and efficiency gap of summer maize in Shandong province"

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