Scientia Agricultura Sinica ›› 2023, Vol. 56 ›› Issue (1): 46-63.doi: 10.3864/j.issn.0578-1752.2023.01.004

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

Effects of Meteorological Factors on Quality of Late Japonica Rice During Late Season Grain Filling Stage Under ‘Early Indica and Late Japonica’ Cultivation Pattern in Southern China

FENG XiangQian1,2(),YIN Min3,WANG MengJia1,MA HengYu1,CHU Guang1,LIU YuanHui1,XU ChunMei1,ZHANG XiuFu1,ZHANG YunBo2,WANG DanYing1(),CHEN Song1()   

  1. 1. China National Rice Research Institute, Hangzhou 311400
    2. College of Agriculture, Yangtze University, Jingzhou 434025, Hubei
    3. Xinyang Agricultural Experiment Station of Yancheng City, Yancheng 224049, Jiangsu
  • Received:2022-03-19 Accepted:2022-06-02 Online:2023-01-01 Published:2023-01-17
  • Contact: DanYing WANG,Song CHEN E-mail:201604651@yangtzeu.edu.cn;wangdanying@caas.cn;chensong02@caas.cn

Abstract:

【Objective】The responses of the rice grain qualities to the climate factors during the grain filling period were studied to facilitate the variety screening and the agronomic practices optimization for japonica rice during the late rice season in southern rice region in China. 【Method】 To evaluate the effects of different climate factors during the grain filling period on the qualities of late japonica rice, the field experiment was conducted in Fuyang and Wenzhou, Zhejiang province, in 2018, using three late indica rice as control varieties and 20 japonica rice (including 10 inbred japonica rice, 3 japonica hybrids and 7 indica-japonica hybrids) as evaluating varieties. 【Result】(1) Based on the results of clustering with grain qualities, the late indica rice varieties were classified as an unique category due to its highest aspect ratio (3.18) and high amylose content (19.40%). Compared with the late indica rice, the most of hybrid varieties had greater brown rice rate (4.31%-5.28%), milled rice rate (6.51%-9.33%), head rice rate (25.83%- 28.34%), gel consistency (1.81%-4.27%), alkali spreading value (11.62%-50.85%), and tasted value (2.31%-2.85%), with lower amylose content (20.98%-28.14%) and protein content (1.16%-14.85%), showing obvious improvement of rice quality. Whereas, the rice quality performance response to late season were differentiated within inbred japonica varieties, and some inbred japonica rice varieties originating from southern Jiangsu and Jiaxing (4 varieties) were similar to the those in the hybrid-japonica category, while the rest inbred japonica varieties from Jiangsu and Shanghai (6 varieties) belonged to another category due to their relatively poor rice quality performances (high chalkiness, chalky grain rate and protein content) in the late season. (2) The rice grain qualities were closely related to climate factors during grain filling period of late rice season. The stage of 10-20 days after full heading was identified as the sensitive period of climate factors on rice qualities. The brown rice rate was negatively correlated with daily solar radiation (R: -0.40--0.19, P<0.05) and daily temperature difference (R: -0.45--0.28, P<0.05), and positively correlated with daily minimum temperature (R: 0.24-0.53, P<0.05) and precipitation (R: 0.38-0.45, P<0.05). The chalkiness rate and chalkiness grain rate were significantly increased with the rainfall and night temperature (R: -0.37--0.16, P<0.05; R: -0.43--0.12, P<0.05), resulting in reducing rice appearance quality. Meanwhile, the rainfall and night temperature were negatively correlated with rice tasted value (R: -0.37--0.16, P<0.05; R: -0.43--0.12, P<0.05). The daily maximum temperature at grain filling stage was positively correlated with rice tasted value (R=0.37, P<0.05), while the daily minimum temperature was positively correlated with rice protein content (R=0.19, P<0.05), chalkiness (R=0.16, P<0.05), and chalkiness grain percentage (R=0.12, P<0.05). 【Conclusion】 The stage of 10-20 days after full heading was the key period for affecting rice grain quality by climate factor, and the improvement of rice qualities for late japonica varieties in southern rice region should focus on the integration of high-quality japonica genes with an indica gene of local adaptation, and the choice of hybrid rice (including indica-japonica hybrids and japonica hybrids) was more reliable and convenient than inbred japonica rice. The breeding of inbred japonica varieties should consider their ecological adaptability in combined with local climatic conditions.

Key words: double-cropping late rice, rice type, grain filling, rice quality, meteorological factors

Table 1

The detailed information of the test rice varieties"

类型
Type
品种
Cultivar
育成单位
Breeding institution
品种审定适宜种植区域
Suitable planting area
IR 黄华占
Huanghuazhan
广东省农业科学院水稻研究所
Rice Research Institute,Guangdong Academy of Agricultural Sciences
浙江、广东、广西中部和南部、湖南山丘区
Zhejiang, Guangdong, central and southern Guangxi, Hunan hilly area
天优华占 Tianyouhuazhan 中国水稻研究所
China National Rice Research Institute
浙江南部、广西中北部、广东北部、福建中北部、江西中南部、湖南中南部
Southern Zhejiang, central and northern Guangxi, northern Guangdong, central and northern Fujian, the central and southern of Jiangxi and Hunan
C两优华占Cliangyouhuazhan 湖南金色农华种业科技有限公司
Hunan Jinse Nonghua Seed Technology Co., Ltd
广西、长江流域稻区
Guangxi, Yangtze River rice region
IJR 嘉58
Jia 58
嘉兴市农业科学研究院
Jiaxing Academy of Agricultural Sciences
浙江省单季晚粳稻区
Single cropping late japonica rice region in Zhejiang province
南粳9108
Nangeng9108
江苏省农业科学院粮食作物研究所
Institute of Food Crops, Jiangsu Academy of Agricultural Sciences
江苏省苏中及宁镇扬丘陵地区
Hilly area of Ningzhen, the central of Jiangsu province
宁粳4号
Ningjing 4
南京农业大学农学院
College of Agriculture, Nanjing Agricultural University
河南沿黄、山东南部、江苏淮北、安徽沿淮及淮北地区
Henan along the Yellow River, southern Shandong, Jiangsu Huaibei, Anhui along the Haihe and Huaibei regions
武育粳6567 Wuyugeng6567 江苏(武进)水稻研究所
Jiangsu (Wujin) Rice Research Institute
不详
Unknow
武育粳6571 Wuyugeng6571 江苏(武进)水稻研究所
Jiangsu (Wujin) Rice Research Institute
不详
Unknow
北粳1号
Beigeng 1
沈阳农业大学水稻所
Institute of Rice, Shenyang Agricultural University
沈阳以北中熟稻区
Medium mature rice area, north of Shenyang
沪香粳151 Huxianggeng151 上海市农业科学院
Shanghai Academy of Agricultural Sciences
上海市
Shanghai
南粳46
Nanjing 46
江苏省农业科学院粮食作物研究所
Institute of Food Crops, Jiangsu Academy of Agricultural Sciences
江苏省太湖地区东南部
Southeast of Taihu Lake area, Jiangsu province
武运粳24 Wuyungeng24 江苏(武进)水稻研究所
Jiangsu (Wujin) Rice Research Institute
江苏省苏中及宁镇扬丘陵地区
Hilly area of Ningzhen, the central of Jiangsu province
秀水134
Xiushui 134
嘉兴市农业科学研究院
Jiaxing Academy of Agricultural Sciences
浙江省、上海市
Zhejiang province, Shanghai
HJR 常优4号
Changyou4
常熟市农业科学研究所
Changshu Academy of Agricultural Sciences
浙江、上海和江苏苏南、湖北南部、安徽南部
Zhejiang, Shanghai, southern Jiangsu, southern Hubei and southern Anhui
常优5号
Changyou5
常熟市农业科学研究所
Changshu Academy of Agricultural Sciences
浙江、上海和江苏苏南、湖北沿江、安徽沿江的粳稻区
Zhejiang, Shanghai, southern Jiangsu, japonica rice area of Hubei and Anhui along the Yangtze River
嘉优5号
Jiayou5
嘉兴市农业科学研究院
Jiaxing Academy of Agricultural Sciences
浙江、上海、江苏苏南、湖北沿江、安徽沿江的粳稻区
Zhejiang, Shanghai, southern Jiangsu, japonica rice area of Hubei and Anhui along the Yangtze River
HIJR

甬优8号
Yongyou8
宁波市农业科学研究院
Ningbo Academy of Agricultural Sciences
湖北、江苏苏南
Hubei, Southern Jiangsu
春优927
Chunyou927
中国水稻研究所
China National Rice Research Institute
浙江省
Zhejiang province
甬优12号 Yongyou12 宁波市农业科学研究院
Ningbo Academy of Agricultural Sciences
浙江省钱塘江以南
South of Qiantang River, Zhejiang province
甬优15号 Yongyou15 宁波市农业科学研究院
Ningbo Academy of Agricultural Sciences
福建、浙江
Fujian, Zhejiang
甬优1540
Yongyou 1540
宁波市农业科学研究院
Ningbo Academy of Agricultural Sciences
浙江、上海、江苏苏南、湖北、江西、桂南
Zhejiang, Shanghai, Jiangsu, southern Jiangsu, Hubei, Jiangxi and southern Guangxi
甬优538
Yongyou 538
宁波市农业科学研究院
Ningbo Academy of Agricultural Sciences
浙江省
Zhejiang province
甬优540
Yongyou 540
宁波市农业科学研究院
Ningbo Academy of Agricultural Sciences
江西、浙江
Jiangxi, Zhejiang

Fig. 1

Changes in the climate factors of Fuyang and Wenzhou at grain filling stage in 2018 Temperature gap: Daily temperature difference between day and night"

Fig. 2

Clustering analysis of different types of late rice"

Fig. 3

Distribution of principal component different types of varieties BRR: Brown rice rate; MRR: Milled rice rate; HRR: Head rice rate; CGR: Chalky grain rate; ChD: Chalkiness degree; TV: Taste value; LWR: Length-width ratio; PC: Protein content; AC: Amylose content; GC: Gel consistency; ASV: Alkali spreading value; Dim: Dimension. The same as below"

Table 2

Main rice quality of different classes"

类别
Class
品种
Variety
加工品质 Milling quality 外观品质 Appearance quality 食味品质 Tasted quality 蒸煮品质 Cooking quality
糙米率
Brown rice
rate (%)
精米率
Milled rice
rate (%)
整精米率
Head rice
rate (%)
垩白粒率
Chalky grain
rate (%)
垩白度
Chalkiness
degree (%)
长宽比
Length-
width ratio
食味值
Taste
value
蛋白质含量
Protein
content (%)
直链淀粉含量
Amylose
content (%)
胶稠度
Gel consistency
(mm)
碱消值
Alkali spreading
value
C两优华占 Cliangyouhuazhan 76.49±0.99 64.12±1.08 42.90±2.11 14.79±2.91 4.44±0.96 3.35±0.08 78.00±4.38 9.01±1.00 19.25±0.16 75.50±14.00 2.00±0
黄华占 Huanghuazhan 76.46±1.27 63.99±2.30 39.64±2.03 6.74±1.20 2.22±0.41 3.13±0.07 75.00±1.10 7.97±1.00 18.95±0.49 74.50±6.42 3.29±0.97
天优华占 Tianyouhuazhan 76.16±0.87 61.63±0.76 39.58±1.80 13.34±2.44 4.09±0.65 3.07±0.09 77.50±4.93 7.59±1.00 20.00±0.11 71.29±5.29 2.00±0
平均值 Mean 76.37c 63.25c 40.71b 11.63c 3.58c 3.18a 76.83a 8.19b 19.40a 73.76ab 2.43b
变异系数 CV (%) 1.32 2.94 6.02 36.14 33.58 4.62 5.04 13.58 2.77 12.23 33.68
北粳1号 Beigeng1 79.88±0.87 70.23±1.64 59.34±3.30 17.78±3.80 6.16±0.78 1.70±0.24 71.50±2.74 9.83±1.00 12.20±0.33 65.42±10.47 2.71±0.23
宁粳4号 Ninggeng4 80.06±1.22 67.02±3.31 42.31±1.02 33.01±2.56 11.83±2.59 2.12±0.28 74.00±6.02 8.85±1.00 10.10±0.55 46.25±19.18 2.06±0.07
沪香粳151 Huxianggeng151 82.96±0.75 71.78±0.57 58.72±0.41 42.68±11.35 12.64±5.72 1.88±0.03 77.00±4.38 8.27±0 12.70±0.71 60.25±11.58 2.17±0.52
南粳9108 Nangeng9108 83.27±0.66 72.12±0.62 48.82±2.20 75.34±3.46 36.58±5.86 1.91±0.02 69.50±7.12 8.94±1.00 9.10±0.55 65.88±14.36 2.28±0.27
武育粳6567 Wuyugeng6567 82.26±0.46 65.31±2.19 49.51±10.66 68.71±13.26 34.51±10.18 2.04±0.11 71.00±10.95 8.40±1.00 14.30±0.55 67.13±1.43 2.79±0.15
武育粳6571 Wuyugeng6571 79.09±1.36 58.88±6.8 40.46±2.55 70.40±12.87 33.94±8.44 1.79±0.08 68.00±9.86 8.66±0 11.10±0.55 69.54±5.86 2.58±0.14
甬优8号 Yongyou8 78.04±0.35 65.16±0.34 48.05±0.63 48.80±8.49 19.32±5.75 1.99±0.02 68.00±4.93 8.77±0 12.10±0.99 77±1.64 2.17±0.17
平均值 Mean 80.83a 66.92b 49.48a 51.65a 22.47a 1.90c 70.57b 8.89a 11.65c 68.08b 2.47b
变异系数 CV (%) 2.70 7.93 16.32 41.99 57.44 9.49 9.68 8.07 36.25 16.05 14.35
甬优538 Yongyou538 79.98±0.51 69.84±0.65 53.50±1.53 31.12±2.80 8.00±0.62 1.75±0.03 79.50±3.83 7.46±1.00 15.70±0.99 69.29±2.32 2.75±0.07
甬优1540 Yongyou1540 80.32±0.64 70.24±2.27 56.08±0.06 18.44±0.16 5.51±0.17 2.10±0.04 82.00±0 7.31±0 16.70±0 78.42±1.92 3.58±0.08
春优927 Chunyou927 78.35±1.46 68.16±1.97 56.19±2.87 20.50±2.81 5.24±0.82 1.69±0.04 81.50±2.74 7.39±0 15.95±0.16 76.33±20.24 3.13±0.21
甬优12 Yongyou12 79.22±1.10 70.05±1.33 59.71±1.30 23.89±3.45 6.04±0.44 1.80±0.02 80.00±2.74 7.46±1.00 16.20±0.22 82.00±4.93 3.00±0.43
秀水134 Xiushui134 80.08±0.62 69.53±1.58 57.05±1.32 20.46±2.51 6.22±1.13 1.84±0.02 80.00±1.10 7.45±0 16.70±0.05 63.08±2.91 4.92±0.86
甬优540 Yongyou540 80.8±1.23 68.45±1.35 46.20±1.94 29.84±0.39 8.30±0.45 2.46±0.03 77.50±3.29 7.80±1.00 13.70±0.66 82.04±6.48 2.33±0.71
常优5号 Changyou5 81.05±1.48 70.65±1.50 49.68±1.86 19.15±1.75 5.30±1.27 1.83±0.05 78.00±3.83 7.58±1.00 15.90±0.55 100.75±6.59 2.17±0.32
甬优15号 Yongyou15 80.78±2.50 67.78±3.16 47.27±5.00 28.82±1.17 9.85±0.30 2.16±0.07 79.00±4.38 7.49±1.00 13.55±0 64.17±10.70 3.54±0.24
南粳46 Nangeng46 80.41±1.03 66.72±1.09 49.75±1.38 35.06±3.19 12.06±2.76 2.08±0.59 81.00±2.19 7.52±0 13.70±0.60 68.67±3.27 4.17±0.61
武运粳24 Wuyungeng24 80.78±2.17 70.31±0.83 63.29±5.29 21.66±4.61 7.93±2.88 2.55±0.12 76.00±3.83 8.49±1.00 14.75±0.93 67.75±5.57 3.71±0.64
常优4号 Changyou4 81.41±0.60 65.59±3.39 42.98±5.74 59.44±3.69 21.64±3.25 2.35±0.01 76.50±2.74 7.43±0 12.00±0.33 83.88±26.07 2.89±0.85
嘉58 Jia58 80.43±1.29 69.07±2.31 55.98±2.74 40.40±8.21 14.90±2.78 2.11±0.05 77.50±6.02 7.49±0 12.45±1.81 64.58±4.15 2.50±0.18
嘉优5号 Jiayou5 78.84±0.59 65.16±0.99 47.56±3.86 36.32±4.44 11.30±1.81 2.11±0.02 76.50±2.74 7.68±0 14.20±0.66 74.00±15.22 2.75±0.61
平均值 Mean 80.03b 68.24a 51.72a 29.88b 9.62b 2.06b 78.81a 7.56c 14.63b 74.46a 3.13a
变异系数 CV (%) 2.02 3.37 13.34 39.50 51.65 15.56 4.90 7.48 11.61 18.14 26.96

Fig. 4

Heat map of correlation between meteorological factors and rice quality during grain filling stage DSR: Daily solar radiation; Tmin: Daily minimum temperature; Tmax: Daily maximum temperature; Tgap: Daily temperature difference between day and night; P: Precipitation; RF: Rain frequency, DH: Daily sunshine hours. * indicates significance at P<0.05. The same as below"

Fig. 5

Trend diagram of correlation coefficients between rice milling quality and daily solar radiation (A), daily minimum temperature (B), daily maximum temperature (C), daily temperature difference between day and night (D), precipitation (E) and daily sunshine hours (F) in 30 days after full heading The red line is the trend line of brown rice rate"

Fig. 6

Trend diagram of correlation coefficients between rice appearance quality and daily solar radiation (A), daily minimum temperature (B), daily maximum temperature (C), daily temperature difference between day and night (D), precipitation (E) and daily sunshine hours (F) in 30 days after full heading The black line is trend line of the chalky grain rate; The red line is trend line of the chalkiness degree"

Fig. 7

Trend diagram of correlation coefficients between rice cooking quality and daily solar radiation (A), daily minimum temperature (B), daily maximum temperature (C), daily temperature difference between day and night (D), precipitation (E) and daily sunshine hours (F) in 30 days after full heading The red line is the trend line of alkali spreading value"

Fig. 8

Trend diagram of correlation coefficients between rice taste quality and daily solar radiation (A), daily minimum temperature (B), daily maximum temperature (C), daily temperature difference between day and night (D), precipitation (E) and daily sunshine hours (F) in 30 days after full heading The red line is trend line of the taste value; The blue line is trend line of the protein content; The green line is trend line of the amylose content"

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