Scientia Agricultura Sinica ›› 2018, Vol. 51 ›› Issue (17): 3258-3274.doi: 10.3864/j.issn.0578-1752.2018.17.003

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

Analysis of Suitable Sowing Date for Summer Maize in North China Plain Under Climate Change

ZHANG ZhenTao1, YANG Xiaoguang1, GAO JiQing1, WANG Xiaoyu1, BAI Fan1, SUN Shuang1, LIU ZhiJuan1, MING Bo2, XIE RuiZhi2, WANG KeRu2, LI ShaoKun2   

  1. 1College of Environment and Resources, China Agricultural University, Beijing 100193; 2Institute of Crop Science, Chinese Academy of Agricultural Sciences/Key Laboratory of Crop Physiology and Ecology, Ministry of Agriculture, Beijing 100081
  • Received:2018-03-25 Online:2018-09-01 Published:2018-09-01

Abstract: 【Objective】As the demand for food and fuel increase with growing population, society will be pressed to increase agricultural production, especially in China. Under the background of limited arable land resources, increasing yields and their stability on already cultivated lands is a high priority to food security. North China Plain is the main summer maize producing area in China. Therefore, knowledge of the suitable sowing date of summer maize in this region under climate change are quite important for stabilizing and improving the yield of summer maize and ensuring food security in China. 【Method】 In this paper, the study area was divided into eight climatic zones (CRs) according to the precipitation and accumulated temperature during summer maize growing season. In each climatic region, the APSIM-Maize model was validated based on climatological data from 1981 to 2015, agro-meteorological observations of summer maize and soil data. Then statistical indicators of the decision coefficients (R2), D-index, root mean square error (RMSE) and normalized root mean square error (NRMSE) were used to evaluate the model performance and accuracy. Using the validated models, the summer maize yields on the different sowing date were simulate in each climatic region. In the winter wheat-summer maize cropping system, we identified the suitable sowing date of summer maize under two scenarios: Potential (non-water limited) and rain-fed (no irrigation), by using the high stability coefficient (HSC) and considering the sowing date of winter wheat. And evaluated the yield changes of summer maize under appropriate sowing date were compared with the current actual sowing date. 【Result】 For model evaluation indicators, the R2 values were higher than 0.75, the D values were higher than 0.80, and NRMSE values were less than 7%, and those results indicated that the APSIM-Maize model provided good estimates of the growth period and yield of summer maize, and could be applied to simulate the growth period and yield of summer maize in North China Plain. Under full irrigation, the suitable sowing date of the CR1 was mainly in late June. For CR2 to CR7, the suitable sowing date were mainly in the middle and late June, and CR8 was mainly in the middle and early June. Under rain-fed conditions, the suitable sowing date of the CR1 was mainly in late June and early July. For CRs 2, 3A, 4, 5, 6, the suitable sowing date were mainly in late June. CRs 3B and 7 had a wide range for sowing in June, and CR8 were suit for mid-June. Under potential and rain-fed conditions, there were increases in yields due to the changes of sowing dates in each CR. Moreover, CRs 1 to 5 had the highest yield increases, with an average of 4% to 10%. For CRs 6 to 8, yield increases were ranging from 2% to 5%. CR8 had the lowest increases, with an average of less than 3%. 【Conclusion】 The suitable sowing date of summer maize in North China Plain advanced with the increase of latitude. On the conditions of potential or rain-fed, the suitable sowing date of summer maize delayed 3 days per decade from the 1980s to the 2000s. The suitable sowing dates in CRs 1 and 2 under rain-fed condition were later than that under potential conditions, while there were no significant differences in other CRs. Compared with the actual sowing date, the yield under the suitable sowing date was increased by 2% to 10% in each CR, but there were no significant differences between potential and rain-fed conditions. The magnitude of increase rate showed a decreasing trend from south to north. In the CRs 1 to 5, the yield increases were higher than other CRs.

Key words: climate change, North China Plain, summer maize, suitable sowing date, high stability coefficient

[1]    德权, 郭庆法, 汪黎明, 孟昭东, 温义昌, 郭珍. 我国玉米品质现状、问题及发展优质食用玉米对策. 玉米科学, 2001, 9(2): 3-7.
SHI D Q, GUO Q F, WANG L M, MENG Z D, WEN Y C, GUO Z. The situation of maize quality and development priority of high quality food maize in china. Journal of Maize Sciences, 2001, 9(2): 3-7. (in Chinese)
[2]    中华人民共和国国家统计局. 中国统计年鉴(2016). 北京: 中国统计出版社, 2017.
National Bureau of Statistics of the People’s Republic of China. China Statistical Yearbook (2016). Beijing: China Statistics Press, 2017. (in Chinese)
[3]    IPCC. Climate Change 2013: The Physical Science Basis. Cambridge:  Cambridge University Press, 2013.
[4]    丁一汇, 王会军. 近百年中国气候变化科学问题的新认识. 科学通报, 2016, 61(10): 1029-1041.
DING Y H, WANG H J. Newly acquired knowledge on the scientific issues related to climate change over the recent 100 years in China. Chinese Science Bulletin, 2016, 61(10): 1029-1041. (in Chinese)
[5]    ALEXANDER L V, ZHANG X, PETERSON T C, CAESAR J, GLEASON B, KLEIN TANK A M G, HAYLOCK M, COLLINS D, TREWIN B, RAHIMZADEH F, TAGIPOUR A, RUPA KUMAR K, REVADEKAR J, GRIFFITHS G, VINCENT L, STEPHENSON D B, BURN J, AGUILAR E, BRUNET M, TAYLOR M, NEW M, ZHAI P, RUSTICUCCI M, VAZQUEZ-AGUIRRE J L. Global observed changes in daily climate extremes of temperature and precipitation. Journal of Geophysical Research, 2006, 111: 1042-1063.
[6]    SHEFFIELD J, WOOD E F, RODERICK M L. Little change in global drought over the past 60 years. Nature,2012, 491(7424): 435-438.
[7]    孟林, 刘新建, 邬定荣, 王春乙. 华北平原夏玉米主要生育期对气候变化的响应. 中国农业气象, 2015, 36(4): 375-382.
MENG L, LIU J X, WU D R, WANG C Y. Responses of summer maize main phenology to climate change in the North China Plain. Chinese Journal of Agrometeorology,2015, 36(4): 375-382. (in Chinese)
[8]    魏湜. 玉米生态基础. 北京: 中国农业出版社, 2010.
WEI S. Fundamental of Maize Ecology. Beijing: China Agriculture Press, 2010. (in Chinese)
[9]    SUN H Y, ZHANG X Y, CHEN S Y, PEI D, LIU C M. Effects of harvest and sowing time on the performance of the rotation of winter wheat–summer maize in the North China Plain. Industrial Crops & Products, 2007, 25(3): 239-247.
[10]   刘明, 陶洪斌, 王璞, 张雅杰. 播期对春玉米生长发育、产量及水分利用的影响. 玉米科学, 2009, 17(2): 108-111.
LIU M, TAO H B, WANG P, ZHANG Y J. Effects of sowing date on growth, yield formation and water utilization of spring maize. Journal of Maize Sciences,2009, 17(2): 108-111. (in Chinese)
[11]   刘培利, 刘绍棣, 东先旺, 辛淑亮, 于翠芳. 高产夏玉米与播期关系的研究. 玉米科学, 1993, 1(1): 23-26.
LIU P L, LIU S D, DONG X W, XIN S L, YU C F. Relationship between high-yield maize and sowing dates. Maize Science,1993, 1(1): 23-26. (in Chinese)
[12]   刘明, 陶洪斌, 王璞, 易镇邪, 鲁来清, 王宇. 播期对春玉米生长发育与产量形成的影响. 中国生态农业学报, 2009, 17(1): 18-23.
LIU M, TAO H B, WANG P, YI Z X, LU L Q, WANG Y. Effect of sowing date on growth and yield of spring-maize. Chinese Journal of Eco-Agriculture, 2009, 17(1): 18-23. (in Chinese)
[13]   李向岭, 李从锋, 侯玉虹, 侯海鹏, 葛均筑, 赵明. 不同播期夏玉
米产量性能动态指标及其生态效应. 中国农业科学, 2012, 45(6): 1074-1083.
LI X L, LI C F, HOU Y H, HOU H P, GE J Z, ZHAO M. Dynamic characteristics of summer maize yield performance in different planting dates and its effect of ecological factors. Scientia Agricultura Sinica,2012, 45(6): 1074-1083. (in Chinese)
[14]   付晋峰, 王璞. 播期和种植密度对玉米子粒灌浆的影响. 玉米科学, 2016, 24(3): 117-122.
FU J F, WANG P. Effects of sowing date and planting density on maize filling. Journal of Maize Sciences, 2016, 24(3): 117-122. (in Chinese)
[15]   薛庆禹, 王靖, 曹秀萍, 马薇, 冯利平. 不同播期对华北平原夏玉米生长发育的影响. 中国农业大学学报, 2012, 17(5): 30-38.
XUE Q Y, WANG J, CAO X P, MA W, FENG L P. Effect of sowing date and variety on growth and population characteristic of summer maize in North China Plain. Journal of China Agricultural University,2012, 17(5): 30-38. (in Chinese)
[16]   刘战东, 肖俊夫, 南纪琴, 冯跃华. 播期对夏玉米生育期、形态指标及产量的影响. 西北农业学报, 2010, 19(6): 91-94.
LIU Z D, XIAO J F, NAN J Q, FENG Y H. Effect of sowing date on growth stages, morphological index and yield of summer maize. Acta Agriculturae Boreali-occidentalis Sinica,2010, 19(6): 91-94. (in Chinese)
[17]   邓根云. 气候生产潜力的季节分配与玉米的最佳播期. 气象学报, 1986, 44(2): 192-198.
DENG G Y. The seasonal distribution of climatic potential productivity and the optimum seeding time of maize. Acta Meteorologica Sinica,1986, 44(2): 192-198. (in Chinese)
[18]   米娜, 张玉书, 纪瑞鹏, 蔡福, 于文颖, 张淑杰. 基于作物模型与最佳季节法的锦州地区玉米最佳播种期分析. 中国农业气象, 2016, 37(1): 68-76.
MI N, ZHANG Y S, JI R P, CAI F, YU W Y, ZHANG S J. Analysis on optimum sowing date of maize in Jinzhou using crop growth model and optimum season method. Chinese Journal of Agrometeorology,2016, 37(1): 68-76. (in Chinese)
[19]   陈明, 寇雯红, 李玉环, 毛伟兵, 孙翠珊, 陈士更. 气候变化对东北地区玉米生产潜力的影响与调控措施模拟—以吉林省为例. 应用生态学报, 2017, 28(3): 821-828.
CHEN M, KOU W H, LI Y H, MAO W B, SUN C S, CHEN S G. Impacts of climate change on maize potential productivity in northeast China and the simulation of control measures: A case study of Jilin province, China. Chinese Journal of Applied Ecology, 2017, 28(3): 821-828. (in Chinese)
[20]   戴明宏, 陶洪斌, 廖树华, 王利纳, 王璞. 基于CERES-Maize模型的华北平原玉米生产潜力的估算与分析. 农业工程学报, 2008, 24(4): 30-36.
DAI M H, TAO H B, LIAO S H, WANG L N, WANG P. Estimation and analysis of maize potential productivity based on CERES-Maize model in the North China Plain. Transactions of the Chinese Society of Agricultural Engineering,2008, 24(4): 30-36. (in Chinese)
[21]   谈美秀, 王靖, 余卫东, 赫迪, 王娜, 戴彤, 孙岩, 唐建昭, 常清. 基于统计和过程模型的河南省夏玉米最适播种期时空分布特征. 应用生态学报, 2015, 26(12): 3670-3678.
TAN M X, WANG J, YU W D, HE D, WANG N, DAI T, SUN Y, TANG J Z, CHANG Q. Temporal and spatial variation of the optimal sowing dates of summer maize based on both statistical and processes models in Henan province, China. Chinese Journal of Applied Ecology, 2015, 26(12): 3670-3678. (in Chinese)
[22]   付雪丽, 张惠, 贾继增, 杜立丰, 付金东, 赵明. 冬小麦-夏玉米“双晚”种植模式的产量形成及资源效率研究. 作物学报, 2009, 35(9): 1708-1714.
FU X L, ZHAGN H, JIA J Z, DU L F, FU J D, ZHAO M. Yield performance and resources use efficiency of winter wheat and summer maize in double late-cropping system. Acta Agronomica Sinica, 2009, 35(9): 1708-1714. (in Chinese)
[23]   WANG J, WANG E L, YANG X G, ZHANG F S, YIN H. Increased yield potential of wheat-maize cropping system in the North China Plain by climate change adaptation. Climatic Change, 2012, 113(3/4): 825-840.
[24]   中华人民共和国民政部. 中华人民共和国行政区划简册2017. 北京: 中国地图出版社, 2017.
Ministry of Civil Affairs of the People's Republic of China. A Brief List of Administrative Divisions in People's Republic of China 2017. Beijing: SinoMaps Press, 2017. (in Chinese)
[25]   谭方颖, 王建林, 宋迎波, 申双和. 华北平原近45年农业气候资源变化特征分析. 中国农业气象, 2009, 30(1):19-24.
TAN F Y, WANG J L, SONG Y B, SHEN S H. Analysis of changing characteristic of agricultural climate resources over last 45 years in North China Plain. Chinese Journal of Agrometeorology, 2009, 30(1): 19-24. (in Chinese)
[26]   刘巽浩. 中国的多熟种植. 北京: 北京农业大学出版社, 1987.
LLIU X H. China's Multiple Cropping System. Beijing: Beijing Agricultural University Press, 1987. (in Chinese)
[27]   PROBERT M E, KEATING B A, THOMPSON J P, PARTON W J. Modelling water, nitrogen, and crop yield for a long-term fallow management experiment. Australian Journal of Experimental Agriculture, 1995, 35(7): 941-950.
[28]   ASSENG S, KEULEN H V, STOL W. Performance and application of the APSIM wheat model in the Netherlands. European Journal of Agronomy, 2000, 12(1): 37-54.
[29]   刘志娟, 杨晓光, 王静, 吕硕, 李克南, 荀欣, 王恩利. APSIM玉米模型在东北地区的适应性. 作物学报, 2012, 38(4): 740-746.
LIU Z J, YANG X G, WANG J, LÜ S, LI K N, XUN X, WANG E L. Adaptability of APSIM maize model in Northeast China. Acta Agronomica Sinica,2012, 38(4): 740-746. (in Chinese)
[30]   LOBELL D B, HAMMER G L, MCLEAN G. The critical role of extreme heat for maize production in the United States. Nature Climate Change, 2013, 3(5): 497-501.
[31]   LIU Z J, YANG X G, HUBBARD K G, LIN X M. Maize potential yields and yield gaps in the changing climate of northeast China. Global Change Biology,2012, 18(11): 3441-3454.
[32]   戴彤, 王靖, 赫迪, 张建平, 王娜. APSIM模型在西南地区的适应性评价——以重庆冬小麦为例. 应用生态学报, 2015, 26(4): 1237-1243.
DAI T, WANG J, HE D, ZHANG J P, WANG N. Adaptability of APSIM model in southwestern China: A case study of winter wheat in Chongqing city. Chinese Journal of Applied Ecology,2015, 26(4): 1237-1243. (in Chinese)
[33]   董朝阳, 刘志娟, 杨晓光. 北方地区不同等级干旱对春玉米产量影响. 农业工程学报, 2015, 31(11): 157-164.
DONG C Y, LIU Z J, YANG X G. Effects of different grade drought on grain yield of spring maize in northern China. Transactions of the Chinese Society of Agricultural Engineering, 2015, 31(11): 157-164. (in Chinese)
[34]   WALLACH D, GOFFINET B. Mean squared error of prediction in models for studying ecological and agronomic systems. Biometrics, 1987, 43(3): 561-573.
[35]   WILLMOTT C J. Some comments on the evaluation of model performance. Bulletin of the American Meteorological Society, 1982, 63(11): 1309-1369.
[36]   韩湘玲. 农业气候学. 山西: 山西科学技术出版社, 2000.
HAN X L. Agricultural Climatology. Shanxi: Shanxi Science and Technology Press, 2000. (in Chinese)
[37]   GRASSINI P, YANG H S, CASSMAN K G. Limits to maize productivity in Western Corn-Belt: A simulation analysis for fully irrigated and rainfed conditions. Agricultural and Forest Meteorology, 2009, 149(8): 1254-1265.
[38]   杨朝柱. 用高稳系数法对小麦品种高产稳产适应性的评价. 湖北农学院学报, 1998(4): 299-301.
YANG C Z. Assessment of the productivity, stability and adaptability of the wheat varieties by high stability coefficient method. Journal of Hubei Agricultural College,1998(4): 299-301. (in Chinese)
[39]   王树安. 作物栽培学各论. 北京: 中国农业出版社, 1995.
WANG S A. Various Theories of Crop Cultivation Science. Beijing: China Agriculture Press, 1995. (in Chinese)
[40]   马洁华, 刘园, 杨晓光, 王文峰, 薛昌颖, 张晓煜. 全球气候变化背景下华北平原气候资源变化趋势. 生态学报, 2010, 30(14): 3818-3827.
MA J H, LIU Y, YANG X G, WANG W F, XUE C Y, ZHANG X Y. Characteristics of climate resources under global climate change in the North China Plain. Acta Ecologica Sinica,2010, 30(14): 3818-3827. (in Chinese)
[41]   王占彪, 王猛, 尹小刚, 张海林, 褚庆全, 文新亚, 陈阜. 气候变化背景下华北平原夏玉米各生育期水热时空变化特征. 中国生态农业学报, 2015, 23(4): 473-481.
WANG Z B, WANG M, YIN X G, ZHANG H L, CHU Q Q, WEN X Y, CHEN F. Spatiotemporal characteristics of heat and rainfall changes in summer maize season under climate change in the North China Plain. Chinese Journal of Eco-Agriculture,2015, 23(4): 473-481. (in Chinese)
[42]   李少昆, 石洁, 崔彦宏, 谢瑞芝. 黄淮海夏玉米田间种植手册(第二版). 北京: 中国农业出版社, 2013.
LI S K, SHI J, CUI Y H, XIE R Z. Huang-huai-hai summer maize planting handbook (Second Edition). Beijing: China Agriculture Press, 2013. (in Chinese)
[43]   张宁, 杜雄, 江东岭, 崔彦宏. 播期对夏玉米生长发育及产量影响的研究. 河北农业大学学报, 2009, 32(5): 7-11.
ZHANG N, DU X, JIANG D L, CUI Y H. Effect of sowing date on growth and yield of summer corn (Zea mays. L). Journal of Agricultural University of Hebei, 2009, 32(5): 7-11. (in Chinese)
[44]   周忠文, 焦美龄, 段金省. 不同播种期对玉米生长发育和产量的影响研究. 中国农学通报. 2014, 30(24): 105-110.
ZHOU Z W, JIAO M L, DUAN J S. Impacts of the different seeding time on growing development and production of corn. Chinese agricultural science bulletin, 2014, 30(24): 105-110. (in Chinese)
[45]   谢瑞芝, 雷晓鹏, 王克如, 郭银巧, 柴宗文, 侯鹏, 李少昆. 黄淮海夏玉米子粒机械收获研究初报. 作物杂志, 2014(2): 76-79.
XIE R Z, LEI X P, WANG K R, GUO Y Q, CHAI Z W, HOU P, LI S K. Research on corn mechanically harvesting grain quality in Huang-huai-hai plain. Crops, 2014(2): 76-79. (in Chinese)
[46]   李璐璐, 谢瑞芝, 王克如, 明博, 侯鹏, 李少昆. 黄淮海夏玉米生理成熟期子粒含水率研究. 作物杂志, 2017(2): 88-92.
LI L L, XIE R Z, WANG K R, MING B, HOU P, LI S K. Kernel moisture content of summer maize at physiological maturity stage in Huang-huai-hai region. Crops,2017(2): 88-92. (in Chinese)
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