Scientia Agricultura Sinica ›› 2012, Vol. 45 ›› Issue (18): 3709-3720.doi: 10.3864/j.issn.0578-1752.2012.18.004

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

A Dynamic Model of Dry Matter and Nutrient Accumulation in Super Hybrid Rice and Analysis of Its Characteristics

 JI  Hong-Ting, FENG  Yue-Hua, HE  Teng-Bing, PAN  Jian, FAN  Le-Le, LI  Yun, WU  Biao, XIAO  Ming, LIANG  Xian-Lin   

  1. 1.贵州大学农学院,贵阳550025
  • Received:2012-03-12 Online:2012-09-15 Published:2012-07-12

Abstract: 【Objective】 Modeling dynamics of dry matter and nutrient accumulation of super hybrid rice is an important task for further improvement of yield and rational application of fertilizer.【Method】A field experiment with two super hybrid cultivars (Zhunliangyou527, Qyou 6) and CK(Ⅱyou838) was conducted in 2011, and dry matter accumulation (DMA) and nitrogen, phosphorus and potassium accumulation(NA, PA, KA)were measured. The dynamic equations of relative dry matter accumulation (DMAR) and nitrogen, phosphorus and potassium accumulation (NAR, PAR, KAR) were established with the normalized DMA, normalized NA, PK and KA and normalized growth time, and the dynamic characteristics of DMA and NA, PA, KA changes were analyzed based on the relative equations.【Result】Gompertz simulated better than the other equations for the DMA and nutrient dynamic accumulation characteristics of super hybrid rice. The equations were validated with field experimental data of 2009 and 2011.The NRMSE of DMA simulation were relatively smaller, and R2 values were above 0.9820. The accuracies were about 1, and the NS values were above 0.9530. Validation for the nutrient accumulation equation showed that the model simulated well. The R2, k and NS were all about 1. The analysis of growth characteristics of super hybrid rice showed that the rate of DMA in super hybrid rice was slightly higher than CK at earlier stage and significantly at last stage. The maximum rate of DMA of super hybrid rice was from boot stage to heading stage. The initial of DMA rapid growth stage for super hybrid rice were lower than the CK. The duration of rapid growth period of DMA of super hybrid rice was 71-75 d, which was 16-19 d longer than the CK and the ratio of DMA of rapid growth period in total DMA of super hybrid rice was 4.47%-11.25% higher than that of the CK. The maximum NA rate of super hybrid rice was in 10 d before boot stage. The NA (nitrogen accumulation) rapid growth stage was from 12 d before jointing stage to heading stage, and the NA in rapid growth period was 65.60% of total NA. The maximum PA rate of super hybrid rice was in 8 d before boot stage. The PA(phosphorus accumulation)rapid growth stage was from after jointing stage to 7 d before heading stage, and the PA in rapid growth period was 68.36% of total PA. The maximum KA rate of super hybrid rice was in 3-4 d after jointing stage. The PA(potassium accumulation) rapid growth stage was from 12-16 d after jointing stage to 1-5 d before heading stage, and the KA in rapid growth period was 60.10%-61.71% of total KA. 【Conclusion】The study used the Gompertz equation to simulate the DMA and nutrient dynamic accumulation characteristics of super hybrid rice. The advantage of DMA and nutrient of super hybrid rice were that the duration of rapid growth was longer than that of conventional rice, and the accumulation rate at last stage was faster relatively.

Key words: super hybrid rice, dry matter accumulation, nutrient accumulation, Gompertz equation

[1]Yan D C, Zhu Y, Wang S H, Cao W X. A quantitative knowledge-based model for designing suitable growth dynamics in rice. Plant Production Science, 2006, 9: 93-105.

[2]杨建昌, 杜 永, 吴长付, 刘立军, 王志琴, 朱庆森. 超高产粳型水稻生长发育特性的研究. 中国农业科学, 2006, 39(7): 1336-1345.

Yang J C, Du Y, Wu C F, Liu L J, Wang Z Q, Zhu Q S. Growth and development characteristics of super-high-yielding mid-season japonica rice. Scientia Agricultura Sinica, 2006, 39(7): 1336-1345.(in Chinese)

[3]敖和军, 王淑红, 邹应斌, 彭少兵, 程兆伟, 刘 武, 唐启源. 超级杂交稻干物质生产特点与产量稳定性研究. 中国农业科学, 2008, 41(7): 1927-1936.

Ao H J, Wang S H, Zou Y B, Peng S B, Cheng Z W, Liu W, Tang Q Y. Characteristics of nutrient uptake and utilization of super hybrid rice under different fertilizer application rates. Scientia Agricultura Sinica, 2008, 41(7): 1927-1936. (in Chinese) 

[4]吴文革, 张洪程, 陈 烨, 李 杰, 钱银飞, 吴桂成, 翟超群. 超级中籼杂交水稻氮素积累利用特性与物质生产. 作物学报, 2008, 34(6): 1060-1068.

Wu W G, Zhang H C, Chen Y, Li J, Qian Y F, Wu G C, Zhai C Q. Dry-matter accumulation and nitrogen absorption and utilization in middle-season indica super hybrid rice. Acta Agronomica Sinica, 2008, 34(6): 1060-1068. (in Chinese)

[5]潘圣刚, 黄胜奇, 张 帆, 汪金平, 蔡明历, 曹凑贵. 超高产栽培杂交中籼稻的生长发育特性. 作物学报, 2011, 37(3): 537-544.

Pan S G, Huang S Q, Zhang F, Wang J P, Cai M L, Cao C G. Growth and development characteristics of super-high-yielding mid-season indica hybrid rice. Acta Agronomica Sinica, 2011, 37(3): 537-544. (in Chinese)

[6]杜 永, 刘 辉, 杨 成, 王志琴, 杨建昌. 超高产栽培迟熟中粳稻养分吸收特点的研究. 作物学报, 2007,33(2): 208-215.

Du Y, Liu H, Yang C, Wang Z Q, Yang J C. Characteristics of nutrient absorption in super-high-yielding mid-season and late-maturity japonica rice. Acta Agronomica Sinica, 2007, 33(2): 208-215. (in Chinese)

[7]孙成明, 庄恒扬, 杨连新, 杨洪建, 黄建晔, 董桂春, 朱建国, 王余龙. FACE水稻干物质积累与分配模型. 应用生态学报, 2006, 17(10): 1894-1898.

Sun C M, Zhuang H Y, Yang L X, Yang H J, Huang J Y, Dong G C, Zhu J G, Wang Y L. Dry matter accumulation and allocation models of rice in FACE. Applied Ecology, 2006, 17(10): 1894-1898. (in Chinese)

[8]孟亚利, 曹卫星, 柳新伟, 周治国, 潘 洁. 水稻光合生产与干物质累积的动态模拟. 生物数学学报, 2004, 19(2): 205-212.

Meng Y L, Cao W X, Liu X W, Zhou Z G, Pan J. Dynamic simulation on photosynthetic production and dry matter accumulation in rice. Journal of Biomathematics, 2004, 19(2): 205-212. (in Chinese)

[9]林瑞余, 梁义元, 蔡碧琼, 何海滨, 林文雄. 不同水稻产量形成过程的干物质积累与分配特征. 中国农学通报, 2006, 2(22): 185-190.

Lin R Y, Liang Y Y, Cai B Q, He H B, Lin W X. Characteristics of dry matter accumulation and partitioning in the process of yield formation in different in different rice cultivars. Chinese Agricultural Science Bulletin, 2006, 2(22): 185-190. (in Chinese)

[10]孙成明, 庄恒扬, 杨连新, 杨洪建, 黄建晔, 董桂春, 朱建国, 王余龙. FACE水稻氮素动态的模拟研究. 农业环境科学学报, 2006, 25(6): 1408-1412.

Sun C M, Zhuang H Y, Yang L X, Yang H J, Huang J Y, Dong G C, Zhu J G, Wang Y L. Simulation on nitrogen dynamic in FACE rice. Agro-Environment Science, 2006, 25(6): 1408-1412. (in Chinese) 

[11]杨京平, 姜 宁, 陈 杰. 水稻吸氮量和干物质积累的模拟试验研究. 植物营养与肥料学报, 2002, 8(3): 318-324.

Yang J P, Jiang N, Chen J. The validation of modeling effects of different nitrogen levels on the leaf nitrogen and yield dynamics of rice. Plant Nutrition and Fertilizer Science, 2002, 8(3): 318-324. (in Chinese)

[12]李 娟, 章明清, 林 琼, 颜明娟, 孔庆波. 水稻根系氮磷钾吸收特性及其模拟模型研究. 土壤通报, 2011, 42(1): 118-122.

Li J, Zhang M Q, Li Q, Yan M J, Kong Q B. Studies on N, P and K absorption characteristics of rice root system and its simulation model. Soil Science, 2011, 42(1): 118-122. (in Chinese)

[13]章明清, 李 娟, 孔庆波, 姚宝全, 颜明娟, 林 琼. 水稻根长增长和养分吸收动态及其模拟模型. 植物营养与肥料学报, 2011, 17(3): 554-562.

Zhang M Q, Li J, Kong Q B, Yao B Q, Yan M J, Li Q. Dynamics of rice root length and nutrient uptake and their simulation models. Plant Nutrition and Fertilizer Science, 2011, 17(3): 554-562. (in Chinese)

[14]张 宾, 赵 明, 董志强, 李建国, 陈传永, 孙 锐. 作物高产群体LAI动态模拟模型的建立与检验. 作物学报, 2007, 33(4): 612-619.

Zhang B, Zhao M, Dong Z Q, Li J G, Chen C Y, Sun R. Establishment and test of LAI dynamic simulation model for high yield population. Acta Agronomica Sinica, 2007, 33(4): 612-619. (in Chinese)

[15]付雪丽, 赵 明, 周宝元, 崔国美, 丁在松. 小麦、玉米粒重动态共性特征及其最佳模型的筛选与应用. 作物学报, 2009, 35(2): 309-316.

Fu X L, Zhao M, Zhou B Y, Cui G M, Ding Z S. Optimal model for dynamic characteristics of grain weight commonly used in wheat and maize. Acta Agronomica Sinica, 2009, 35(2): 309-316. (in Chinese)

[16]鲁如坤. 土壤农业化学分析方法. 北京: 中国农业科技出版社, 2000: 308-315.

Lu R K. Soil and Agricultural Chemistry Analysis Method. Beijing: Chinese Agricultural Science and Technology Press, 2000: 308-315. (in Chinese)

[17]Caton B P, Foin T C, Hill J E. A plant growth model for integrated weed management in direct-seeded rice. Ⅱ.Validation testing of water-depth effects and monoculture growth. Field Crops Research, 1999, 62:145-155.

[18]Kobayashi K, Salam M U. Comparing simulated and measured values using mean squared deviation and its components. Agronomy Journal, 2000, 92:345-352.

[19]Gauch H G, H wang J T G, Fick G W. Model evaluation by comparison of model-based predictions and measured values. Agronomy Journal, 2003, 95(6):1442-1446.

[20]Kucharik C J, Barford C C, Maayar M E, Wofsy S C, Monson R K, Baldocchi D D. A multiyear evaluation of a dynamic global vegetation model at three AmeriFlux forest sites: Vegetation structure, phenology, soil temperature, and CO2 and H2O vapor exchange. Ecological Modelling, 2006, 196: 1-31.

[21]Krause P, Boyle D P, Baese F. Comparison of different efficiency criteria for hydrological model assessment. Advances in Geosciences, 2005, 5: 89- 97

[22]Yang Y Q, Wu L H, Wu Q M. On the Richards curve. Journal of Biomathematics, 2000, 15: 385-387.

[23]朱庆森, 曹显祖, 骆亦其. 水稻籽粒灌浆的生长分析. 作物学报, 1988, 14(3): 182-193.

Zhu Q S, Cao X Z, Luo Y Q. Growth analysis on the process of grain filling in rice. Acta Agrononica Sinica, 1988, 14(3): 182-193. (in Chinese)

[24]侯玉虹, 陈传永, 郭志强, 候立白, 董志强, 赵 明. 作物高产群体干物质积累动态模型的构建及生长特性分析. 玉米科学, 2008, 16(6): 90-95.

Hou Y H, Chen C Y, Gou Z Q, Hou L B, Dong Z Q, Zhao M. Establishment of dry matter accumulation dynamic simulation model and analysis of growth characteristic for high-yielding population of spring maize. Journal of Maize Sciences, 2008, 16(6): 90-95. (in Chinese)

[25]胡延吉, 兰进好, 赵檀方. 不同时期3个主栽小麦品种干物质积累及分配特性的研究. 山东农业大学学报:自然科学版, 1999, 30(4): 404-408.

Hu Y J, Lan J H, Zhao T F. Dry matter accumulation and partitioning in three major wheat cultivars released in different period. Jorunal of Shandong Agricultural University: Natural Science Edition, 1999, 30(4): 404-408. (in Chinese)

[26]李国强, 汤 亮, 张文宇, 曹卫星, 朱 艳. 不同株型小麦干物质积累与分配对氮肥响应的动态分析. 作物学报, 2009, 35(12): 2258-2265.

Li G Q, Tang L, Zhang W Y, Cao W X, Zhu Y. Dynamic analysis on response of dry matter accumulation and partitioning to nitrogen fertilizer in wheat cultivars with different plant types. Acta Agrononica Sinica, 2009, 35(12): 2258-2265. (in Chinese)

[27]李向玲, 赵 明, 李从锋, 葛均筑, 候海鹏, 李 琦, 候立白. 播期和密度对玉米干物质积累动态的影响及其模型的建立. 作物学报, 2010, 36(12): 2143-2153.

Li X L, Zhao M, Li C F, Ge J Z, Hou H P, Li Q, Hou L B. Effect of sowing-date and planting density on dry matter accumulation dynamic and establishment of its simulated model in maize. Acta Agrononica Sinica, 2010, 36(12): 2143-2153. (in Chinese)

[28]杨惠杰, 李义珍, 杨仁崔, 姜照伟, 郑景生. 超高产水稻的干物质生产特性研究. 中国水稻科学, 2001, 15(4): 265-270.

Yang H J, Li Y Z, Yang R C, Jiang Z W, Zheng J S. Dry matter production characteristics of super high yielding rice. Chinese Jorunal of Rice Science, 2001, 15(4): 265-270. (in Chinese)

[29]吴文革, 张洪程, 钱银飞, 陈 烨, 徐 军, 吴桂成, 翟超群, 霍中洋. 超级杂交中籼水稻物质生产特性分析. 中国水稻科学, 2007, 27(3): 287-293.

Wu W G, Zhang H C, Qian Y F, Chen Y, Xu J, Wu G C, Zhai C Q, Hu Z Y. Analysis on dry matter production characteristics of middle-season indica super hybrid rice. Chinese Jorunal of Rice Science, 2007, 27(3): 287-293. (in Chinese)

[30]凌启鸿, 张洪程, 蔡建中, 苏祖芳, 凌 励. 水稻高产群体质量及其优化控制探讨. 中国农业科学, 1993, 26(6): 1-11.

Ling Q H, Zhang H C, Cai J Z, Su Z F, Ling L. Investigation on the population quality of high yield and its optimizing control program in rice. Scientia Agricultura Sinica, 1993, 26(6): 1-11.(in Chinese)
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