中国农业科学 ›› 2019, Vol. 52 ›› Issue (10): 1686-1697.doi: 10.3864/j.issn.0578-1752.2019.10.003
收稿日期:
2018-12-08
接受日期:
2019-03-06
出版日期:
2019-05-16
发布日期:
2019-05-23
通讯作者:
张正斌
作者简介:
李世景,E-mail: 基金资助:
LI ShiJing1,2,XU Ping1,ZHANG ZhengBin1,3,4(),WEI YunZong5
Received:
2018-12-08
Accepted:
2019-03-06
Online:
2019-05-16
Published:
2019-05-23
Contact:
ZhengBin ZHANG
摘要:
【目的】研究黄淮旱地冬小麦农艺性状与生育期降水的时空分布特征与互作关系,为气候变化下黄淮旱地小麦品种改良提供理论依据。【方法】利用2010—2017年国家黄淮冬小麦区域试验对照品种在不同区域试验点的农艺性状与降水资料,结合地理时空分布与数理统计方法,分析黄淮旱地冬小麦农艺性状和出苗-成熟期总降水的关系。【结果】空间分布上,黄淮旱地小麦实际单位面积产量、千粒重呈现由西部旱薄地向东部旱肥地增加的趋势。西部旱薄地的株高相对较高,中东部旱肥地的株高相对较低。中东部以北的黄淮旱地不同生育阶段的总降水普遍较低,中东部以南的黄淮旱地不同生育阶段的总降水相对较高。时间变化上,河南、山西和陕西的中西部旱地的出苗—成熟期总降水表现出显著的增加趋势。出苗—抽穗期总降水与实际单位面积产量、株高、有效穗数呈显著正相关。通径分析表明,黄淮旱肥地的株高和有效穗数决定了产量变异的53.2%,黄淮旱薄地的株高和千粒重决定了产量变异的67%。【结论】建议黄淮旱肥地冬小麦育种以适当增加株高,提高花前高效利用有限降水的能力和增加穗部发育为主。黄淮旱薄地育种以稳定株高,提高花后转运干物质的效率和收获指数为主。
李世景, 徐萍, 张正斌, 卫云宗. 黄淮旱地冬小麦农艺性状与生育期气象因子的时空分布特征及互作关系[J]. 中国农业科学, 2019, 52(10): 1686-1697.
LI ShiJing, XU Ping, ZHANG ZhengBin, WEI YunZong. Spatial-Temporal Distribution Characteristic and Interaction Between Agronomic Traits of Winter Wheat and Precipitation of Growth Period in Huang-Huai Dryland[J]. Scientia Agricultura Sinica, 2019, 52(10): 1686-1697.
表1
黄淮旱地小麦农艺性状与生育期降水年际趋势"
麦区 Wheat area | 省份 Province | 区试点 Regional test site | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 |
---|---|---|---|---|---|---|---|---|---|---|---|
黄淮旱薄地 Huang-Huai barren dryland | 山西 Shanxi | 阳城 Yangcheng | + | + | |||||||
黄淮旱薄地 Huang-Huai barren dryland | 河南 Henan | 林州 Linzhou | + | + | + | + | |||||
黄淮旱薄地 Huang-Huai barren dryland | 河南 Henan | 三门峡 Sanmenxia | + | + | |||||||
黄淮旱薄地 Huang-Huai barren dryland | 甘肃 Gansu | 天水 Tianshui | + | + | + | ||||||
黄淮旱肥地 Huang-Huai fertile dryland | 河南 Henan | 汝州 Ruzhou | + | + | + | ||||||
黄淮旱肥地 Huang-Huai fertile dryland | 河北 Hebei | 沧州 Cangzhou | - | ||||||||
黄淮旱肥地 Huang-Huai fertile dryland | 河北 Hebei | 衡水 Hengshui | + | ||||||||
黄淮旱肥地 Huang-Huai fertile dryland | 陕西 Shaanxi | 长武 Changwu | + | + | |||||||
黄淮旱肥地 Huang-Huai fertile dryland | 陕西 Shaanxi | 渭南 Weinan | + | ||||||||
黄淮旱肥地 Huang-Huai fertile dryland | 山西 Shanxi | 泽州 Zezhou | + | + | + | ||||||
黄淮旱肥地 Huang-Huai fertile dryland | 山西 Shanxi | 绛县 Jiangxian | - | + |
表2
黄淮旱地小麦农艺性状与生育期降水相关性分析"
麦区 Wheat area | 性状 Trait | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 |
---|---|---|---|---|---|---|---|---|---|
黄淮旱肥地 Huang-Huai fertile dryland | X1 | 0.687** | 0.563** | 0.422** | 0.042 | 0.602** | 0.502** | 0.559** | 0.091 |
X2 | 0.514** | 0.382** | 0.126 | 0.606** | 0.587** | 0.577** | 0.213 | ||
X3 | 0.307** | -0.264* | 0.809** | 0.346** | 0.448** | -0.023 | |||
X4 | -0.092 | 0.697** | 0.286* | 0.276* | 0.110 | ||||
X5 | 0.083 | -0.086 | -0.148 | 0.056 | |||||
X6 | 0.386** | 0.427** | 0.073 | ||||||
X7 | 0.813** | 0.596** | |||||||
X8 | 0.018 | ||||||||
黄淮旱薄地 Huang-Huai barren dryland | X1 | 0.788** | 0.592** | 0.409** | 0.301* | 0.612** | 0.232 | 0.403** | -0.122 |
X2 | 0.669** | 0.392** | 0.098 | 0.618** | 0.422** | 0.627** | -0.091 | ||
X3 | 0.166 | 0.005 | 0.701** | 0.325** | 0.463** | -0.046 | |||
X4 | 0.178 | 0.684** | 0.191 | 0.238 | 0.014 | ||||
X5 | 0.463** | -0.034 | -0.047 | 0.003 | |||||
X6 | 0.316* | 0.392** | 0.027 | ||||||
X7 | 0.793** | 0.649** | |||||||
X8 | 0.052 |
[1] | 刘新月, 裴磊, 卫云宗, 张正斌, 高辉明, 徐萍 . 气温变化背景下中国黄淮旱地冬小麦农艺性状的变化特征——以山西临汾为例. 中国农业科学, 2015,48(10):1942-1954. |
LIU X Y, PEI L, WEI Y Z, ZHANG Z B, GAO H M, XU P . Agronomic traits variation analysis of Huanghuai dryland winter wheat under temperature change background in China——taking Linfen, Shanxi as an example. Scientia Agricultura Sinica, 2015,48(10):1942-1954. (in Chinese) | |
[2] |
张永红, 葛徽衍 . 关中冬小麦发育期降水量突变及其影响. 陕西农业科学, 2011,57(2):7-10.
doi: 10.3969/j.issn.0488-5368.2011.02.002 |
ZHANG Y H, GE H Y . Precipitation mutation and its influence of the development period of winter wheat in Guanzhong. Shaanxi Journal of Agricultural Sciences, 2011,57(2):7-10. (in Chinese)
doi: 10.3969/j.issn.0488-5368.2011.02.002 |
|
[3] |
刘新月, 裴磊, 卫云宗, 张正斌, 高辉明, 徐萍 . 1986—2014年临汾降水变化及对旱地小麦农艺性状的影响. 麦类作物学报, 2016,36(7):933-938.
doi: 10.7606/j.issn.1009-1041.2016.07.15 |
LIU X Y, PEI L, WEI Y Z, ZHANG Z B, GAO H M, XU P . Precipitation change and its influence on wheat agronomic traits in Linfen from 1986-2014. Journal of Triticeae Crops, 2016,36(7):933-938. (in Chinese)
doi: 10.7606/j.issn.1009-1041.2016.07.15 |
|
[4] |
HATFIELD J L, DOLD C . Agroclimatology and wheat production: Coping with climate change. Frontiers in Plant Science, 2018,9(224):1-5.
doi: 10.3389/fpls.2018.00001 |
[5] |
FANG S B, SU H, LIU W, TAN K, REN S . Infrared warming reduced winter wheat yields and some physiological parameters, which were mitigated by irrigation and worsened by delayed sowing. PLoS ONE, 2013,8(7):e67518.
doi: 10.1371/journal.pone.0067518 pmid: 3706519 |
[6] |
LOBELL D B, SCHLENKER W, COSTA-ROBERTS J . Climate trends and global crop production since 1980. Science, 2011,333(6042):616-620.
doi: 10.1126/science.1204531 pmid: 21551030 |
[7] | HOUGHTON J E T, DING Y H, GRIGGS D, NOGUER M, VAN D L P, DAI X, MASKELL K, JOHNSON C A . Climate Change 2001: The Scientific Basis. Cambridge: Cambridge University Press, 2001: 99-181. |
[8] |
王英, 曹明奎, 陶波, 李克让 . 全球气候变化背景下中国降水量空间格局的变化特征. 地理研究, 2006,25(6):1031-1040.
doi: 10.3321/j.issn:1000-0585.2006.06.010 |
WANG Y, CAO M K, TAO B, LI K R . The characteristics of spatio temporal patterns in precipitation in China under the background of global climate change. Geographical Research, 2006,25(6):1031-1040. (in Chinese)
doi: 10.3321/j.issn:1000-0585.2006.06.010 |
|
[9] |
史本林, 朱新玉, 李红忠, 张怡 . 中原腹地气候变化对冬小麦产量的影响——以商丘地区为例. 地理研究, 2012,31(1):14-22.
doi: 10.11821/yj2012010002 |
SHI B L, ZHU X Y, LI H Z, ZHANG Y . Impact of climate change on winter wheat yield in central plains of China: Case study of Shangqiu. Geographical Research, 2012,31(1):14-22. (in Chinese)
doi: 10.11821/yj2012010002 |
|
[10] |
史印山, 王玉珍, 池俊成, 魏瑞江 . 河北平原气候变化对冬小麦产量的影响. 中国生态农业学报, 2008,16(6):1444-1447.
doi: 10.3724/SP.J.1011.2008.01444 |
SHI Y S, WANG Y Z, CHI J C, W R J . Impact of climate change on winter wheat production in the Hebei Plain. Chinese Journal of Eco-Agriculture, 2008,16(6):1444-1447. (in Chinese)
doi: 10.3724/SP.J.1011.2008.01444 |
|
[11] |
贾蕾, 曾彪, 杨太保, 柳凯茜 . 近半个世纪以来中国季风区气温与降水变化及其时空差异. 兰州大学学报(自然科学版), 2015,51(2):186-192.
doi: 10.13885/j.issn.0455-2059.2015.02.007 |
JIA L, ZENG B, YANG T B, LIU K Q . Temperature and precipitation changes in the Chinese monsoon region during the recent half century and the spatio-temporal differences thereof. Journal of Lanzhou University (Natural Sciences), 2015,51(2):186-192. (in Chinese)
doi: 10.13885/j.issn.0455-2059.2015.02.007 |
|
[12] |
姚俊强, 杨青, 刘志辉, 李诚志 . 中国西北干旱区降水时空分布特征. 生态学报, 2015,35(17):5846-5855.
doi: 10.5846/stxb201310242567 |
YAO J Q, YANG Q, LIU Z H, LI C Z . Spatio-temporal change of precipitation in arid region of the Northwest China. Acta Ecologica Sinica, 2015,35(17):5846-5855. (in Chinese)
doi: 10.5846/stxb201310242567 |
|
[13] |
PIAO S L, CIAIS P, HUANG Y, SHEN Z H, PENG S S, LI J S, ZHOU L P, LIU H Y, MA Y C, DING Y H, FRIENDLINGSTEIN P, LIU C Z, TAN K, YU Y Q, ZHANG T Y, FANG J Y . The impacts of climate change on water resources and agriculture in China. Nature, 2010,467(7311):43-51.
doi: 10.1038/nature09364 pmid: 20811450 |
[14] |
ASSENG S, JAMIESON P .D, KIMBALL B, PINTER P, SAYRE K, BOWDEN J W, HOWDEN S M . Simulated wheat growth affected by rising temperature, increased water deficit and elevated atmospheric CO2. Field Crops Research, 2004,85(2/3):85-102.
doi: 10.1016/S0378-4290(03)00154-0 |
[15] |
SUN H Y, SHEN Y J, YU Q, FLERCHINGER G N, ZHANG Y Q, LIU C M, ZHANG X Y . Effect of precipitation change on water balance and WUE of the winter wheat-summer maize rotation in the North China Plain. Agricultural Water Management, 2010,97(8):1139-1145.
doi: 10.1016/j.agwat.2009.06.004 |
[16] |
GUO S L, ZHU H H, DANG T H, WU J S, LIU W Z, HAO M D, LI Y, SYERS J K . Winter wheat grain yield associated with precipitation distribution under long-term nitrogen fertilization in the semiarid Loess Plateau in China. Geoderma, 2012, 189-190:442-450.
doi: 10.1016/j.geoderma.2012.06.012 |
[17] |
ZHANG Z, SONG X, TAO F L, ZHANG S, SHI W J . Climate trends and crop production in China at county scale, 1980 to 2008. Theoretical and Applied Climatology, 2016,123(1/2):291-302.
doi: 10.1007/s00704-014-1343-4 |
[18] |
柳芳, 黎贞发 . 降水量和积温变化对天津冬小麦产量的影响. 中国农业气象, 2010,31(3):431-435.
doi: 10.3969/j.issn.1000-6362.2010.03.020 |
LIU F, LI Z F . Impacts of precipitation and accumulated temperature on winter wheat yield in Tianjin. Chinese Journal of Agrometeorology, 2010,31(3):431-435. (in Chinese)
doi: 10.3969/j.issn.1000-6362.2010.03.020 |
|
[19] |
李国强, 张亚平, 贾海燕, 杨斌斌, 孙悦, 纪春燕 . 临汾市冬小麦生育期降水对产量的影响分析. 山西农业科学, 2011,39(8):877-879.
doi: 10.3969/j.issn.1002-2481.2011.08.31 |
LI G Q, ZHANG Y P, JIA H Y, YANG B B, SUN Y, JI C Y . Impact of precipitation during the growth period on winter wheat yield in Linfen city. Journal of Shanxi Agricultural Sciences, 2011,39(8):877-879. (in Chinese)
doi: 10.3969/j.issn.1002-2481.2011.08.31 |
|
[20] | 孔繁玲, 张群远, 杨付新, 郭恒敏 . 棉花品种区域试验的精确度探讨. 作物学报, 1998,24(5):601-607. |
KONG F L, ZHANG Q Y, YANG F X, GUO H M . Studies on the precision of regional cotton variety trials. Acta Agronomica Sinica, 1998,24(5):601-607. (in Chinese) | |
[21] | 杨国航, 唐世伟, 季广德, 孙世贤 . 国家玉米品种试验中对照品种更迭与发展. 玉米科学, 2010,18(4):49-51,57. |
YANG G H, TANG S W, JI G D, SUN S X . Change and development of check in maize varieties plot trial at state-level. Journal of Maize Sciences, 2010,18(4):49-51, 57. (in Chinese) | |
[22] | 全国农业技术推广服务中心. 中国冬小麦新品种动态——国家冬小麦品种区域试验汇. 北京: 中国农业科学技术出版社. |
National Agricultural Technology Extension Service Center. Dynamics of New Winter Wheat Varieties in China —— Summary of Regional Trials of National Winter Wheat Varieties. Beijing: China Agricultural Science and Technology Press. (in Chinese) | |
[23] |
马倩倩, 贺勇, 张梦婷, 张聪, 许吟隆 . 中国北部冬麦区小麦生育期对生育阶段积温变化的响应. 中国农业气象, 2018,39(4):233-244.
doi: 10.3969/j.issn.1000-6362.2018.04.003 |
MA Q Q, HE Y, ZHANG M T, ZHAGN C, XU Y L . Responses of winter wheat phenology to accumulated temperature during growing periods in Northern China wheat belt. Chinese Journal of Agrometeorology, 2018,39(4):233-244. (in Chinese)
doi: 10.3969/j.issn.1000-6362.2018.04.003 |
|
[24] |
AUSTIN R B, BINGHAM J, BLACKWELL R D, EVANS L T, FORD M A, MORGAN C L, TAYLOR M . Genetic improvements in winter wheat yields since 1900 and associated physiological changes. The Journal of Agricultural Science, 1980,94(3):675-689.
doi: 10.1017/S0021859600028665 |
[25] |
高辉明, 张正斌, 徐萍, 杨引福, 卫云宗, 刘新月 . 2001—2009年中国北部冬小麦生育期和产量变化. 中国农业科学, 2013,46(11):2201-2210.
doi: 10.3864/j.issn.0578-1752.2013.11.003 |
GAO H M, ZHANG Z B, XU P, YANG Y F, WEI Y Z, LIU X Y . Changes of winter wheat growth period and yield in northern China from 2001-2009. Scientia Agricultura Sinica, 2013,46(11):2201-2210. (in Chinese)
doi: 10.3864/j.issn.0578-1752.2013.11.003 |
|
[26] |
曹倩, 姚凤梅, 林而达, 张佳华, 王培娟, 秦鹏程 . 近50年冬小麦主产区农业气候资源变化特征分析. 中国农业气象, 2011,32(2):161-166.
doi: 10.3969/j.issn.1000-6362.2011.02.002 |
CAO Q, YAO F M, LIN E D, ZHANG J H, WANG P J, QIN P C . Analysis of changing characteristics of agricultural climate resources in the main planted areas of winter wheat in China over last 50 years. Chinese Journal of Agrometeorology, 2011,32(2):161-166. (in Chinese)
doi: 10.3969/j.issn.1000-6362.2011.02.002 |
|
[27] |
丁一汇, 任国玉, 石广玉, 官鹏, 郑循华, 翟盘茂, 张德二, 赵宗慈, 王绍武, 王会军, 罗勇, 陈德亮, 高学杰, 戴晓苏 . 气候变化国家评估报告(I): 中国气候变化的历史和未来趋势. 气候变化研究进展, 2006,2(1):3-8.
doi: 10.3969/j.issn.1002-2511.2006.02.004 |
DING Y H, REN G Y, SHI G Y, GUAN P, ZHENG X H, ZHAI P M, ZHANG D E, ZHAO Z C, WANG S W, WANG H J, LUO Y, CHEN D L, GAO X J, DAI X S . National assessment report of climate change(I): Climate change in China and its future trend. Advances in Climate Change Research, 2006,2(1):3-8. (in Chinese)
doi: 10.3969/j.issn.1002-2511.2006.02.004 |
|
[28] |
秦大河, 丁一汇, 苏纪兰, 任贾文, 王绍武, 伍荣生, 杨修群, 王苏民, 刘时银, 董光荣, 卢琦, 黄镇国, 杜碧兰, 罗勇 . 中国气候与环境演变评估(I): 中国气候与环境变化及未来趋势. 气候变化研究进展, 2005,1(1):4-9.
doi: 10.3969/j.issn.1673-1719.2005.01.002 |
QIN D H, DING Y H, SU J L, REN J W, WANG S W, REN R S, YANG X Q, WANG S M, LIU S Y, DONG G R, LU Q, HUANG Z G, DU B L, LUO Y . Assessment of climate and environment changes in China(I): Climate and environment changes in China and their projection. Advances in Climate Change Research, 2005,1(1):4-9. (in Chinese)
doi: 10.3969/j.issn.1673-1719.2005.01.002 |
|
[29] |
NICHOLLS N . Increased Australian wheat yield due to recent climate trends. Nature, 1997,387(6632):484-485.
doi: 10.1038/387484a0 |
[30] |
YU Q, LI L H, LUO Q Y, EAMUS D, CHEN C, XU S H, WANG E L, LIU J D, NIELSEN D C . Year patterns of climate impact on wheat yields. International Journal of Climatology, 2014,34(2):518-528.
doi: 10.1002/joc.3704 |
[31] | MLADENOV N, PRZULJ NOVO . Effect of winter and spring precipitation on wheat yield. Rostlinna Vyroba, 1999,45(1):17-22. |
[32] |
李广, 黄高宝 . 基于APSIM模型的降水量分配对旱地小麦和豌豆产量影响的研究. 中国生态农业学报, 2010,18(2):342-347.
doi: 10.3724/SP.J.1011.2010.00342 |
LI G, HUANG G B . Determination of the effect of precipitation distribution on yield of wheat and pea in dryland using APSIM. Chinese Journal of Eco-Agriculture, 2010,18(2):342-347. (in Chinese)
doi: 10.3724/SP.J.1011.2010.00342 |
|
[33] | 李朴芳, 程正国, 赵鸿, 张小丰, 李冀楠, 王绍明, 熊友才 . 旱地小麦理想株型研究进展. 生态学报, 2010,31(9):2631-2640. |
LI P F, CHENG Z G, ZHAO H, ZHANG X F, LI J N, WANG S M, XIONG Y C . Current progress in plant ideotype research of dryland wheat (Triticun aestivum L). Acta Ecologica Sinica, 2010,31(9):2631-2640. (in Chinese) | |
[34] |
TAMBUSSI E A, BORT J, GUIAMET J, NOGUÉS S, ARAUS J . The photosynthetic role of ears in C3 Cereals: metabolism, water use efficiency and contribution to grain yield. Critical Reviews in Plant Sciences, 2007,26(1):1-16.
doi: 10.1080/07352680601147901 |
[35] |
MAYDUP M L, ANTONIETTA M, GUIAMET J, GRACIANO C, LÓPEZ J.R, TAMBUSSI E.A . The contribution of ear photosynthesis to grain filling in bread wheat (Triticum aestivum L.). Field Crops Research, 2010,119(1):48-58.
doi: 10.1016/j.fcr.2010.06.014 |
[36] |
FAROOQ M, HUSSAIN M, SIDDIQUE K . Drought stress in wheat during flowering and grain-filling periods. Critical Reviews in Plant Sciences, 2014,33(4):331-349.
doi: 10.1080/07352689.2014.875291 |
[1] | 徐久凯, 袁亮, 温延臣, 张水勤, 李燕婷, 李海燕, 赵秉强. 畜禽有机肥氮在冬小麦季对化肥氮的相对替代当量[J]. 中国农业科学, 2023, 56(2): 300-313. |
[2] | 王洋洋,刘万代,贺利,任德超,段剑钊,胡新,郭天财,王永华,冯伟. 基于多元统计分析的小麦低温冻害评价及水分效应差异研究[J]. 中国农业科学, 2022, 55(7): 1301-1318. |
[3] | 熊淑萍,高明,张志勇,秦步坛,徐赛俊,付新露,王小纯,马新明. 基于GIS的河南省小麦产量及产量构成要素时空差异分析[J]. 中国农业科学, 2022, 55(4): 692-706. |
[4] | 伊英杰,韩坤,赵斌,刘国利,林佃旭,陈国强,任昊,张吉旺,任佰朝,刘鹏. 长期不同施肥措施冬小麦-夏玉米轮作体系周年氨挥发损失的差异[J]. 中国农业科学, 2022, 55(23): 4600-4613. |
[5] | 刘树森,孙华,石洁,郭宁,马红霞,张海剑. 基于地上部症状的玉米根腐病分级及严重度与农艺性状的关系[J]. 中国农业科学, 2022, 55(20): 3939-3947. |
[6] | 刘丰,蒋佳丽,周琴,蔡剑,王笑,黄梅,仲迎鑫,戴廷波,曹卫星,姜东. 美国软麦籽粒品质变化趋势及对我国弱筋小麦标准达标度分析[J]. 中国农业科学, 2022, 55(19): 3723-3737. |
[7] | 韩守威,司纪升,余维宝,孔令安,张宾,王法宏,张海林,赵鑫,李华伟,孟鈺. 山东省冬小麦产量差与氮肥利用效率差形成机理解析[J]. 中国农业科学, 2022, 55(16): 3110-3122. |
[8] | 孟雨,温鹏飞,丁志强,田文仲,张学品,贺利,段剑钊,刘万代,冯伟. 基于热红外图像的小麦品种抗旱性鉴定与评价[J]. 中国农业科学, 2022, 55(13): 2538-2551. |
[9] | 高志源,许吉利,刘硕,田汇,王朝辉. 大田群体冬小麦氮收获指数变异特征研究[J]. 中国农业科学, 2021, 54(3): 583-595. |
[10] | 毛安然,赵护兵,杨慧敏,王涛,陈秀文,梁文娟. 不同覆盖时期和覆盖方式对旱地冬小麦经济和环境效应的影响[J]. 中国农业科学, 2021, 54(3): 608-618. |
[11] | 向晓玲,陈松鹤,杨洪坤,杨永恒,樊高琼. 秸秆覆盖与施磷对丘陵旱地小麦产量和磷素吸收利用效应的影响[J]. 中国农业科学, 2021, 54(24): 5194-5205. |
[12] | 高兴祥,张悦丽,安传信,李美,李健,房锋,张双应. 山东省冬小麦田杂草群落调查及其变化原因分析[J]. 中国农业科学, 2021, 54(24): 5230-5239. |
[13] | 宗毓铮,张函青,李萍,张东升,林文,薛建福,高志强,郝兴宇. 大气CO2与温度升高对北方冬小麦旗叶光合特性、碳氮代谢及产量的影响[J]. 中国农业科学, 2021, 54(23): 4984-4995. |
[14] | 王金凤,王壮壮,谷丰序,牟海萌,王宇,段剑钊,冯伟,王永华,郭天财. 氮密调控对两个冬小麦品种碳氮代谢及产量的影响[J]. 中国农业科学, 2021, 54(19): 4070-4083. |
[15] | 李敏, 苏慧, 李阳阳, 李金鹏, 李金才, 朱玉磊, 宋有洪. 黄淮海麦区小麦耐热性分析及其鉴定指标的筛选[J]. 中国农业科学, 2021, 54(16): 3381-3392. |
|