作物学报 ›› 2015, Vol. 41 ›› Issue (10): 1612-1618.doi: 10.3724/SP.J.1006.2015.01612
• 研究简报 • 上一篇
唐朝臣,罗峰,李欣禹,裴忠有,高建明,孙守钧*
TANG Chao-Chen,LUO Feng,LI Xin-Yu,PEI Zhong-You,GAO Jian-Ming,SUN Shou-Jun*
摘要:
于2013年和2014年在天津、安徽、海南、黑龙江、新疆和内蒙古试验,应用RBF网络模型、逐步回归等多元统计方法,从区域的角度阐明甜高粱产量及品质相关性状与环境因子之间的关系,明确影响目标性状的关键环境因子,量化关键环境因子的作用程度,剖析高产优质甜高粱对环境因子的要求并构建产量预测模型。结果表明,环境(E)效应对甜高粱性状的影响很大,大于基因型(G)和G×E互作效应;甜高粱产量及品质相关性状对降水量、昼夜温差、土壤pH值、有机质、全氮和有效钾反应度较大;土壤pH值、有机质和全氮为关键影响因子;鲜重产量和茎秆相对总含糖量预测模型均通过显著性检验,决定系数R2值较高,为可用模型。研究结果为中国甜高粱生态划区、栽培调控提供了理论依据,使高产、优质得以充分的发挥。
| [1]张苏江, 艾买尔江•吾斯曼, 薛兴中, 张晓, 郭雪峰, 陈立强. 南疆玉米和不同糖分甜高粱的青贮品质分析. 草业学报, 2014, 23: 232–240Zhang S J, Amerjan Osman, Xue X Z, Zhang X, Guo X F, Chen L Q. Quality analysis on different sweet sorghum silages in southern Xinjiang compared with a corn silage. Acta Pratac Sin, 2014, 23: 232–240 (in Chinese with English abstract)[2]Oliver A L, Grant R J, Pedersen J F, O’Rear J. Comparison of brown midrib-6 and -18 forage sorghum with conventional sorghum and corn silage in diets of lactating dairy cows. J Dairy Sci, 2004, 87: 637–644[3]黎大爵. 甜高粱可持续农业生态系统研究. 中国农业科学, 2002, 35: 1021–1024Li D J. Studies on sustainable agro-ecology system of sweet sorghum. Sci Agric Sin, 2002, 35: 1021–1024 (in Chinese with English abstract)[4]肖明松, 杨家象. 甜高粱茎秆固体发酵制取乙醇产业化示范工程. 农业工程学报, 2006, 22(增刊): 207–210Xiao M S, Yang J X. Showcase project: ethanol production through solid fermentation of sweet sorghum stalks. Trans CSAE, 2006, 22(suppl): 207–210 (in Chinese with English abstract) [5]Belum V S R, Ramesh S, Kumar A A, Wani S P, Ortiz R, Ceballos H, Sreedevi T K. Biofuel crops research for energy security and rural development in developing countries. BioEnergy Res, 2008, 1: 248–258[6]刘公社, 周庆源, 宋松泉, 景海春, 谷卫彬, 李晓峰, 苏蔓. 能源植物甜高粱种质资源和分子生物学研究进展. 植物学报, 2009, 44: 253–261Liu G S, Zhou Q Y, Song S Q, Jing H C, Gu W B, Li X F, Su M. Research advances into germplasm resources and molecular biology of the energy plant sweet sorghum. Chin Bull Bot, 2009, 44: 253–261 (in Chinese with English abstract)[7]Olweny C, Abayo G, Dida M, Okori P. Screening of sweet sorghum (Sorghum bicolor (L.) Moench) varieties for sugar and biomass production. Sugar Tech, 2013, 15: 258–262[8]Almodares A, Taheri R, Adeli S. Inter-relationship between growth analysis and carbohydrate contents of sweet sorghum cultivars and lines. J Environ Biol, 2007, 28: 527–531[9]冯国郡, 叶凯, 涂振东. 时空变化对甜高粱农艺性状的影响及分析. 新疆农业科学, 2010, (2): 285–290Feng G J, Ye K, Tu Z D. Effects of different spatial variances on agronomic character of sweet sorghum and its analysis. Xinjiang Agric Sci, 2010, (2): 285–290 (in Chinese with English abstract)[10]李春喜, 冯海生. 甜高粱在青海高原不同海拔生态区的适应性研究. 草业学报, 2013, 22(3): 51–59Li C X, Feng H S. A study on the adaptability of sweet sorghum planted in different altitudinal areas of the Qinghai plateau. Acta Pratac Sin, 2013, 22(3): 51–59 (in Chinese with English abstract)[11]王岩, 黄瑞冬. 种植密度对甜高粱生长发育、产量及含糖量的影响. 作物杂志, 2008, (3): 49–51Wang Y, Huang R D. Effect of plant density on growth, yield and sugar content of sweet sorghum. Crops, 2008, (3): 49–51 (in Chinese with English abstract)[12]吉春容, 邹陈, 再吐尼古丽•库尔班, 叶凯. 不同播期下甜高粱含糖量变化及其与气象因子的关系. 沙漠与绿洲气象, 2013, 7(3): 62–66Ji C R, Zou C, Zaituniguli K, Ye K. Change of sugar contents and its relationship with meteorological factors among different sowing dates of sweet sorghum. Desert Oasis Meteor, 2013, 7(3): 62–66 (in Chinese with English abstract)[13]Motzo R, Giunta F, Deidda M. Relationships between grain-filling parameters, fertility, earliness and grain protein of durum wheat in a Mediterranean environment. Field Crops Res, 1996, 47: 129–143[14]Umakanth A V, Patil J V, Rani Ch, Gadakh S R, Kumar S S, Rao S S, Kotasthane T V. Combining ability and heterosis over environments for stalk and sugar related traits in sweet sorghum (Sorghum bicolor (L.) Moench). Sugar Tech, 2012, 14: 237–246[15]Rao P S, Reddy P S, Rathore A, Reddy B V S, Panwar S. Application GGE biplot and AMMI model to evaluate sweet sorghum (Sorghum bicolor) hybrids for genotype x environment interaction and seasonal adaptation. Indian J Agric Sci, 2011, 81: 438–444[16]Rao S S, Patil J V, Prasad P V V, Reddy D C S, Mishra J C, Umakanth A V, Reddy B V S, Kumar A A. Sweet sorghum planting effects on stalk yield and sugar quality in semi-arid tropical environment. Agron J, 2013, 105: 1458–1465[17]陈展宇, 邓川, 边鸣镝, 白忠义, 杨振明. 不同生态环境对甜高粱生长、糖锤度及产量的影响. 作物杂志, 2013, (1): 58–62Chen Z Y, Deng C, Bian D M, Bai Z Y, Yang ZM. The effects of different habitats on the growth、brix degree and yield of Sorghum bicolor L. Crops, 2013, (1): 58–62 (in Chinese with English abstract)[18]杨丽萍, 朱振林, 李新华, 郭洪海, 万书波, 季明川. 基于GIS技术探讨我国花生品质空间分异规律. 安徽农业科学, 2012, 40: 17399–17401Yang L P, Zhu Z L, Li X H, Guo H H, Wan S B, Ji M C. Discussion on spatial distribution differentiation law of peanut quality in China based on GIS technology. J Anhui Agric Sci, 2012, 40: 17399–17401 (in Chinese with English abstract)[19]韩立朴, 马凤娇, 谢光辉, 刘金铜. 甜高粱生产要素特征、成本及能源效率分析. 中国农业大学学报, 2012, 17(6): 56–69Han L P, Ma F J, Xie G H, Liu J T. Analysis of sweet sorghum’s characteristic of production factor, cost and energy efficiency. J China Agric Univ, 2012, 17(6): 56–69 (in Chinese with English abstract)[20]卢峰, 邹剑秋, 段有厚, 吕香玲. 甜高粱茎秆含糖量相关性状的遗传分析. 中国农业大学学报, 2012, 17(6): 111–116Lu F, Zou J Q, Duan Y H, Lv X L. Genetic analysis of stalk sugar content related traits in sweet sorghum (Sorghum bicolor). J China Agric Univ, 2012, 17(6): 111–116 (in Chinese with English abstract)[21]卢峰, 吕香玲, 邹剑秋, 段有厚. 甜高粱茎秆含糖量遗传研究进展. 作物杂志, 2011, (2): 8–12Lu F, Lv X L, Zou J Q, Duan Y H. Research advances in inheritance of stalk sugar content in sweet sorghum, Crops, 2011, (2): 8–12 (in Chinese with English abstract)[22]王大勇, 刘涛, 郭慕萍, 张永清. 豆科植物对不同深度土壤水分及养分含量的影响. 土壤通报, 2013, 44: 551–555Wang D Y, Liu T, Guo X P, Zhang Y Q. Effects of perennial leguminous plants on moisture and nutrients in different soil depths. Chin J Soil Sci, 2013, 44: 551–555 (in Chinese with English abstract)[23]娄伟平, 吉宗伟, 温华伟. 龙井43春季茶叶生化成分对气象因子的敏感性分析. 生态学杂志, 2014, 33: 328–334Lou W P, Ji Z W, Wen H W. Sensitivity analyses of biochemical components of the spring tea Longjing 43 to meteorological factors. Chin J Ecol, 2014, 33: 328–334 (in Chinese with English abstract)[24]王大成, 李存军, 宋晓宇,王纪华, 黄文江, 王俊英, 周吉红, 黄敬峰. 基于神经网络的冬小麦蛋白质含量关键生态影响因子分析. 农业工程学报, 2010, 26(7): 220–226Wang D C, Li C J, Song X Y, Wang J H, Huang W J, Wang J Y, Zhou J H, Huang J F. Analysis of identifying important ecological factors influencing winter wheat protein content based on artificial neural networks. Trans CSAE, 2010, 26(7): 220–226 (in Chinese with English abstract)[25]李新华, 郭洪海, 杨丽萍, 杨萍, 万书波. 气象因子对花生品质的影响. 中国农学通报, 2010, 26(16): 90–94Li X H, Guo H H, Yang L P, Yang P, Wan S B. The effect of climatic factors on peanut quality. Chin Agric Sci Bull, 2010, 26(16): 90–94 (in Chinese with English abstract)[26]胡标林, 万勇, 李霞, 雷建国, 罗向东, 严文贵, 谢建坤. 水稻核心种质表型性状遗传多样性分析及综合评价. 作物学报, 2012, 38: 829–839Hu B L, Wan Y, Li X, Lei J G, Luo X D, Yan W G, Xie J K. Analysis on genetic diversity of phenotypic traits in rice (Oryza sativa) core collection and its comprehensive assessment. Acta Agron Sin, 2012, 38: 829–839 (in Chinese with English abstract)[27]刘明, 齐华, 张振平, 梁熠, 于吉琳, 吴亚男, 贾倩. 不同环境因子对玉米叶绿素荧光特性的影响. 华北农学报, 2010, 25(6): 198–204Liu M, Qi H, Zhang Z P, Liang Y, Yu J L, Wu Y N, Jia Q. Effects of environment factor on chlorophyll fluorescence parameters on Maize. Acta Agric Boreali-Sin, 2010, 25(6): 198–204 (in Chinese with English abstract)[28]吴统贵, 周和锋, 吴明, 萧江华, 蒋科毅. 旱柳光合作用动态及其与环境因子的关系. 生态学杂志, 2008, 27: 2056–2061Wu G T, Zhou H F, Wu M, Xiao J H, Jiang K Y. Dynamics of Salix matsudana photosynthesis and its relations to environmental factors. Chin J Ecol, 2008, 27: 2056–2061 (in Chinese with English abstract)[29]王炜, 吴耿锋, 张博锋, 王媛. 径向基函数RBF神经网络及其应用. 地震, 2005, 25(2): 19–25Wang W, Wu G F, Zhang B F, Wang Y. Neural networks of radial basis function(RBF) and its application to earthquake prediction. Earthquake, 2005, 25(2): 19–25 (in Chinese with English abstract)[30]陈国平, 陆卫平, 王忠孝. 土壤和空间因子对玉米产量的影响. 玉米科学, 2000, 8(2): 38–40Chen G P, Lu W P, Wang Z X. Influence of soil and spatial factor to Maize yield. J Maize Sci, 2000, 8(2): 38–40 (in Chinese with English abstract)[31]宋广巍, 黎大爵. 纬度对甜高粱营养生长和籽粒产量的影响. 植物资源与环境, 1999, 8(4): 30–36Song G W, Li D J. The effect of latitude on the vegetative growth and seed yield of sweet sorghum. J Plant Resour Environ, 1999, 8(4): 30–36 (in Chinese with English abstract)[32]黄芬, 朱艳, 姜东, 荆奇, 曹卫星. 基于模型与GIS的小麦籽粒品质空间差异分析. 中国农业科学, 2009, 42: 3087–3095Huang F, Zhu Y, Jiang D, Jin Q, Cao W X. Spatial variation analysis of wheat grain quality based on model and GIS. Sci Agric Sin, 2009, 42: 3087–3095 (in Chinese with English abstract)[33]唐朝臣, 罗峰, 高建明, 裴忠有, 李欣禹, 孙守钧. 盐碱土壤施肥对甜高粱生物产量、糖锤度及相关性状的影响. 黑龙江农业科学, 2014, (7): 46–50Tang C C, Luo F, Gao J M, Pei Z Y, Li X Y, Sun S J. Effects of in the saline land fertilization on biomass, sugar brix and related traits of sweet sorghum. Heilongjiang Agric Sci, 2014, (7): 46–50 (in Chinese with English abstract) [34]陈杉艳, 王蜀, 张海宁, 邵抚民, 马玉梅, 杨东生, 罗志伟. 矮化密植苹果园土壤养分对果实品质的影响. 北方园艺, 2014, (23): 161–164Chen Y B, Wang S, Zhang H N, Shao F M, Ma Y M, Yang D S, Luo Z W. Correlation analysis between soil nutrients and fruit qualities in short–stalk close planting apple orchard. Northern Hortic, 2014, (23): 161–164 (in Chinese with English abstract) |
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