Scientia Agricultura Sinica ›› 2022, Vol. 55 ›› Issue (4): 692-706.doi: 10.3864/j.issn.0578-1752.2022.04.006

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

Spatial and Temporal Difference Analysis of Wheat Yield and Yield Components in Henan Province Based on GIS

XIONG ShuPing1(),GAO Ming1,ZHANG ZhiYong1,QIN BuTan1,XU SaiJun1,FU XinLu1,WANG XiaoChun2,MA XinMing1()   

  1. 1College of Agronomy, Henan Agricultural University/Key Laboratory of Regulating and Controlling Crop Growth and Development, Ministry of Education, ZhengZhou 450046
    2College of Life Science, Henan Agricultural University, ZhengZhou 450002
  • Received:2021-04-25 Accepted:2021-10-27 Online:2022-02-16 Published:2022-02-23
  • Contact: XinMing MA E-mail:shupxiong@163.com;xinmingma@126.com

Abstract:

【Objective】The aim of the study was to clarify the main direction of further improving wheat grain yield in the different wheat regions of Henan province by analyzing the temporal and spatial differences of wheat yield and yield components. 【Method】The spatial distribution maps of wheat grain yield and yield components in four wheat regions of Henan province from 2017 to 2020 were drawn based on the field monitoring data of fixed wheat monitoring stations in Henan province, and the optimal model was selected by geographic information system (GIS), and then the differences and relationships among different wheat regions were analyzed. 【Result】The wheat yield and yield components were different between different wheat regions. Among them, the yield and the spike number in North Henan and Central Henan were significantly higher than those in South Henan and West Henan, and the North Henan’s were the most, while the West Henan’s were the least. However, the kernels per ear showed that the production regions in Central Henan, South Henan and North Henan were significantly more than West Henan’s, and the most in Central Henan, while the least in West Henan. The 1000-grains weight in North Henan was the most, while South Henan was the lowest. The wheat yield, spike number, kernels per ear, and 1000-grains weight in Central Henan and South Henan (Luohe, Zhoukou, Zhumadian, etc.) were often more than that of other places in Henan, and this performance were stable between years. Correlation analysis showed that the relationship between the three elements of yield and yield in different wheat regions was inconsistent. Specifically speaking, the 1000-grains weight, the kernels per ear and the spike number in the North Henan and Central Henan regions had the largest correlation with the yield. However, the relationship with yield in East Henan and South Henan were appeared as: the spike number was the largest, the 1000-grains weight was the second, and the kernels per ear was the smallest. Path analysis was carried out on the three elements of yield and yield in those four wheat regions, which further showed that there were differences in the contribution of the yield components to yield. More precisely, the spike number and kernels per ear contributed the most to the yield in North Henan, with a direct path coefficient of 0.67. The contribution of yield components to yield in Central Henan and South Henan regions was spike number> kernels per ear> 1000-grain weight; while in West Henan, the greatest was the spike number, followed by 1000-grain weight, and the kernels per ear was the least; the direct path coefficients were 0.69, 0.45 and 0.39, respectively. Meanwhile, the indirect diameter coefficient showed that enhancing the yield increase effect of the 1000-grain weight was better than that of the kernels per ear in North Henan, Central Henan, and South Henan regions, but the West Henan was better by enhancing the kernels per ear. 【Conclusion】There were large differences in wheat yield and yield components in Henan different wheat regions and between years. At the same time, the three components of wheat yield in different wheat regions had different contributions to yield. Therefore, in term of further tapping the potential of wheat production for Henan province, it should be accurately classified by regions and years. As far as the conditions of this experiment concerned, based on stabilizing the spike number in the Henan province wheat regions, the production regions of North Henan, Central Henan, and South Henan should focus on further tapping the potential of 1000-grain weight, while the West Henan improving the yield increase effect of the kernels per ear were better than that of the 1000-grain weight.

Key words: wheat yield, yield components, wheat producing area, temporal and spatial distribution

Table 1

The overview of the study regions and the distribution of the monitoring points"

小麦产区
Wheat region
产区概况
Region overview
监测点分布
Monitoring points distribution
监测点数量
Monitoring
points number
豫北灌区
Irrigated region
of North
Henan
河南北部,太行山东麓、南麓,与山西省毗邻,地处黄河北部及沿黄两岸地区,主要包括安阳市,新乡市,鹤壁市,焦作市,济源市,洛阳市的孟津、偃师等部分市(县)和濮阳市等。土壤多属于褐土类的不同土种,土质以中壤土或重壤土为主,小麦生育期内总降水量为160—250 mm
The north of Henan, the eastern and southern foothills of Taihang mountain, is located in the northern part of the Yellow River and along the both sides of the Yellow River, mainly including Anyang city, Xinxiang city, Hebi city, Jiaozuo city, Jiyuan city, Mengjin, Yanshi and other cities (counties) of Luoyang city and Puyang city. The soil mostly belongs to different soil varieties of cinnamon soil, and the soil is mainly medium loam or heavy loam. The total precipitation during the growth period of wheat is 160-250 mm
濮阳县、范县、南乐县、清丰县、安阳县、内黄县、汤阴县、滑县、孟州市、获嘉县、修武县、博爱县、山阳区、济源市、浚县、淇县、长垣县、延津县、原阳县
Puyang county, Fan county, Nanle county. Qingfeng county, Anyang county, Neihuang county, Tangyin county, Hua county, Mengzhou city, Huojia county, Xiuwu county, Boai county, Shanyang district, Jiyuan city, Xun county,Qi county, Changyuan county, Yanjing county, Yuanyang county
23
豫中补灌区
Supplementary irrigation region
of Central Henan
河南的中部平原,主要包括郑州市、开封市、商丘市、周口市、许昌市、漯河市部分市(县)。主要土壤类型为黏质潮土与两合土,小麦生育期内总降水量为200—300 mm
The central plain of Henan mainly includes some cities (counties) of Zhengzhou city, Kaifeng city, Shangqiu city, Zhoukou city, Xuchang city and Luohe city. The main soil varieties are clay-fluvo-aquic soil and mixed soil. The total precipitation during wheat growth period is 200-300 mm
新郑市、巩义市、祥符区、杞县、通许县、尉氏县、兰考县、长葛市、禹州市、建安区、舞阳县、临颍县、郾城区、川汇区、商水县、鹿邑县、梁园区、柘城县、夏邑县、虞城县、永城市、舞钢市、叶县、宝丰县、汝州市
Xinzheng city, Gongyi city, Xiangfu district, Qi county, Tongxu county, Weishi county, Lankao county, Changge city, Yuzhou city, Jian'an district, Wuyang county, Linying county, Yicheng district, Chuanhui district, Shangshui county, Luyi county, Liangyuan district, Zhecheng county, Xiayi county, Yucheng county, Yongcheng city, Wugang city, Ye county, Baofeng county, Ruzhou city
33
豫西旱作区
Dry farming
region of West
Henan
河南省西部,豫西黄土塬坡区和豫北部分浅山丘陵区,太行山余脉和山前丘陵及熊耳山和肴山山脉的缓坡地带,海拔在200-500米,主要包括洛阳市、三门峡市等市县及焦作、新乡市等西部的缓冲丘陵地区。土壤以褐土和黄土为主,土壤质地普遍较黏,多为重壤,部分为中壤,小麦生育期内总降水仅为180—200 mm
The west of Henan, the loess plateau slope area in the west of Henan and some shallow mountain and hilly areas in the north of Henan, the remaining veins of Taihang mountain, the hills in front of the mountain, the gentle slope of Xionger mountain and Yao mountain range, with an altitude of 200-500 m, mainly including cities and counties such as Luoyang city and Sanmenxia city, and the buffer hilly areas in the west such as Jiaozuo city and Xinxiang city. The soil is mainly cinnamon soil and loess. The soil texture is generally sticky, mostly heavy soil and some medium soil. The total precipitation during the growth period of wheat is only 180-200 mm
洛宁县、汝阳县、宜阳县、新安县、渑池县、灵宝市、郏县、渑池县
Luoning county, Ruyang county, Yiyang county, Xin'an county, Mianchi county, Lingbao city, Jiaxian county, Mianchi county
12
豫南雨养区
Rain-fed region
of South Henan
河南南部,分布于北纬33度线两侧,主要包括驻马店市、周口市、南阳市、平顶山市、信阳市的部分县(市)。土壤以砂姜黑土与黄褐土为主要土壤类型,小麦生育期内总降水量为450—600 mm
The south of Henan, distributed on both sides of the 33° N latitude line, mainly includes some counties (cities) of Zhumadian city, Zhoukou city, Nanyang city, Pingdingshan city and Xinyang city. The main soil types are lime concretion black soi and yellow cinnamon soil. The total precipitation during the growth period of wheat is 450-600 mm
西平县、平舆县、正阳县、驿城区、上蔡县、固始县、方城县、社旗县、唐河县、邓州市
Xiping county, Pingyu county, Zhengyang county, Yicheng district, Shangcai county, Gushi county, Fangcheng county, Sheqi county, Tanghe county and Dengzhou city
16

Table 2

Precipitation and accumulated temperature during wheat growth period in different wheat regions of Henan province"

小麦产区
Wheat region
年份
Year
降水量
Precipitation
(mm)
≥0℃积温
≥0℃ accumulated temperature
豫北
North Henan
2017 216 2345
2018 230 2269
2019 73 2260
2020 189 2404
豫中
Central Henan
2017 353 2479
2018 335 2404
2019 158 2375
2020 255 2552
豫西
West Henan
2017 260 2341
2018 328 2253
2019 96 2324
2020 256 2425
豫南
South Henan
2017 458 2251
2018 428 2154
2019 271 2150
2020 264 2354

Fig. 1

The distribution of 84 monitoring points"

Fig. 2

Difference of yield in different wheat regions of Henan province from 2017 to 2020 Different letters within each column indicate significant differences according to Duncan’s multiple-range test (P= 0.05). The same as below"

Fig. 3

Difference of spike number in different wheat regions of Henan province from 2017 to 2020"

Fig. 4

Difference of kernels per ear in different wheat regions of Henan province from 2017 to 2020"

Fig. 5

Difference of 1000-grains weight in different wheat regions of Henan province from 2017 to 2020"

Fig. 6

Trend analysis of yield and yield components of wheat from 2017 to 2020 The black bars in the figure indicate the number level of the monitoring points data, the green curve is the radial change trend, and the blue is the zonal direction"

Fig. 7

Spatial distribution of yield from 2017 to 2020"

Fig. 8

Spatial distribution of spike number from 2017 to 2020"

Fig. 9

Spatial distribution of kernels per ear from 2017 to 2020"

Fig. 10

Spatial distribution of 1000-grains weight from 2017 to 2020"

Fig. 11

Correlation analysis of wheat yield and yield components partial in different regions ↔represents correlation. The number above is the partial correlation coefficient. * and ** represent significant correlations at 0.05 and 0.01 levels, respectively"

Table 3

Path analysis of wheat yield and yield components in different production regions"

小麦产区
Wheat region
自变量
Independent variable
直接通径系数
Direct path coefficient
间接通径系数 Indirect path coefficient
X1→y X2→y X3→y
豫北
North Henan
X1 0.67 -0.13 0.07
X2 0.67 -0.13 -0.06
X3 0.39 0.13 -0.10
豫中
Central Henan
X1 0.54 0.00 0.07
X2 0.48 0.00 0.02
X3 0.42 0.09 0.02
豫西
West Henan
X1 0.69 0.15 -0.01
X2 0.39 0.28 -0.15
X3 0.45 -0.01 -0.12
豫南
South Henan
X1 0.60 -0.14 0.00
X2 0.52 -0.19 -0.04
X3 0.43 0.00 -0.03
[1] 中华人民共和国国家统计局. 中国统计年鉴. 北京: 中国统计出版社, 2019.
National Bureau of Statistics of the People's Republic of China. China Statistical Yearbook. Beijing: China Statistics Press, 2019. (in Chinese)
[2] 任思洋, 张青松, 李婷玉, 张福锁. 华北平原五省冬小麦产量和氮素管理的时空变异. 中国农业科学, 2019, 52(24):4527-4539.
REN S Y, ZHANG Q S, LI T Y, ZHANG F S. Spatiotemporal variation of winter wheat yield and nitrogen management in five provinces of North China Plain. Scientia Agricultura Sinica, 2019, 52(24):4527-4539. (in Chinese)
[3] 朱云集, 崔金梅, 郭天财, 王晨阳, 王永华. 河南省小麦生产发展中几个关键技术问题的商榷. 河南农业科学, 2011, 40(8):54-57.
ZHU Y J, CUI J M, GUO T C, WANG C Y, WANG Y H. Discussion of key technique problems in development of wheat production in Henan province. Journal of Henan Agricultural Sciences, 2011, 40(8):54-57. (in Chinese)
[4] 熊淑萍, 卢中民, 吴克远, 王严峰, 王静, 马新明. 河南省小麦和玉米产量及其有关气候因子分析. 河南农业大学学报, 2014, 48(2):123-129.
XIONG S P, LU Z M, WU K Y, WANG Y F, WANG J, MA X M. Analysis on yield of wheat and maize and related climate factors in Henan province. Journal of Henan Agricultural University, 2014, 48(2):123-129. (in Chinese)
[5] 李巧云, 年力, 刘万代, 李磊, 周苏玫, 尹钧. 冬前积温对河南省小麦冬生长发育的影响. 中国农业气象, 2010, 31(4):563-569.
LI Q Y, NIAN L, LIU W D, LI L, ZHOU S M, YIN J. Effects of accumulated temperature before winter on growth and development of wheat in Henan province. Chinese Journal of Agrometeorology, 2010, 31(4):563-569. (in Chinese)
[6] 朱艳, 汤亮, 刘蕾蕾, 刘兵, 张小虎, 邱小雷, 田永超, 曹卫星. 作物生长模型(CropGrow)研究进展. 中国农业科学, 2020, 53(16):3235-3256.
ZHU Y, TANG L, LIU L L, LIU B, ZHANG X H, QIU X L, TAIN Y C, CAO W X. Research progress on the crop growth model CropGrow. Scientia Agricultura Sinica, 2020, 53(16):3235-3256. (in Chinese)
[35] WANG R, TIAN Z G, QIU Z S, YU B Z. The effect of shanding on the number of grains per spike at different stages of floret development in wheat. Acta Agronomica Sinica, 1981, 7(3):157-163. (in Chinese)
[36] 郭翠花, 高志强, 苗果园. 花后遮阴对小麦旗叶光合特性及籽粒产量和品质的影响. 作物学报, 2010, 36(4):673-679.
doi: 10.3724/SP.J.1006.2010.00673
GUO C H, GAO Z Q, MIAO G Y. Effect of shading at post flowering on photosynthetic characteristics of flag leaf and response of grain yield and quality to shading in wheat. Acta Agronomica Sinica, 2010, 36(4):673-679. (in Chinese)
doi: 10.3724/SP.J.1006.2010.00673
[37] BRUCKNER P L, FROHBERG R C. Stress tolerance and adaptation in spring wheat. Crop Science, 1987, 27(1):31-36.
doi: 10.2135/cropsci1987.0011183X002700010008x
[7] 阎守邕, 肖春生, 田青, 周艺, 王世新. 中国农业统计地理信息系统及其应用研究. 遥感学报, 1997, 1(2):152-156,162.
YAN S Y, XIAO C S, TIAN Q, ZHOU Y, WANG S X. Chinese agricultural statistical geographic information system and its application. Journal of Remote Sensing, 1997, 1(2):152-156, 162. (in Chinese)
[38] 王万里, 林芝萍, 章秀英, 吴亚华. 灌浆—成熟期间土壤干旱对小麦籽粒充实和物质运转的影响. 植物生理学报, 1982, 8(1):67-80.
WANG W L, LIN Z P, ZHANG X Y, WU Y H. On the effect of soil drought during the period from the end of flowering to ripening on the grain filling and matter translocation in the wheat plant. Physiology and Molecular Biology of Plants, 1982, 8(1):67-80. (in Chinese)
[39] 郭星宇, 王浩, 于琦, 王瑞, 王小利, 李军. 耕作对渭北旱塬小麦-玉米轮作田土壤水分和产量的影响. 中国农业科学, 2021, 54(14):2977-2990.
GUI X Y, WANG H, YU Q, WANG R, WANG X L, LI J. Effects of tillage on soil moisture and yield of wheat-maize rotation field in Weibei Upland Plateau. Scientia Agricultura Sinica, 2021, 54(14):2977-2990. (in Chinese)
[8] 潘学标. 基于GIS的中国作物生产信息系统研究. 中国农业科学, 2000, 33(2):110.
PAN X B. Research on the China 's crop production information system based on GIS. Scientia Agricultura Sinica, 2000, 33(2):110. (in Chinese)
[9] 党安荣, 阎守邕, 肖春生. 地理信息系统在中国粮食总产空间变化研究中的应用. 遥感学报, 1998, 2(3):228-233.
DANG A R, YAN S Y, XIAO C S. Application of geographic information system in the study of spatial change of total grain yield in China. Journal of Remote Sensing, 1998, 2(3):228-233. (in Chinese)
[40] 黄明, 吴金芝, 李友军, 姚宇卿, 张灿军, 蔡典雄, 金轲. 不同耕作方式对旱作冬小麦旗叶衰老和籽粒产量的影响. 应用生态学报, 2009, 20(6):1355-1361.
HUANG M, WU J Z, LI Y J, YAO Y Q, ZHANG C J CAI D X, JIN K. Effects of tillage pattern on the flag leaf senescence and grain yield of winter wheat under dry farming. Chinese Journal of Applied Ecology, 2009, 20(6):1355-1361. (in Chinese)
[41] 谢迎新, 靳海洋, 孟庆阳, 王永华, 王晨阳, 贺德先, 郭天财. 深耕改善砂姜黑土理化性状提高小麦产量. 农业工程学报, 2015, 31(10):167-173.
XIE Y X, JIN H Y, MENG Q Y, WANG Y H, WANG C Y, HE D X, GUO T C. Deep tillage improving physical and chemical properties of soil and increasing grain yield of winter wheat in lime concretion black soil farmland. Transactions of the Chinese Society of Agricultural Engineering, 2015, 31(10):167-173. (in Chinese)
[42] 于振文. 小麦产量与品质生理及栽培技术, 北京: 中国农业出版社, 2006: 13-57.
YU Z W. Physiological and Cultivation Techniques of Wheat Yield and Quality. Beijing: China Agriculture Press, 2006: 13-57. (in Chinese)
[43] 张娟, 崔党群, 范平, 宋保谦. 小麦冠层结构与产量及其构成因素的典范相关分析. 华北农学报, 2000, 15(3):39-44.
ZHANG J, CUI D Q, FAN P, SONG B Q. Canonical correlations analysis between the canopy structures and yield with its components in wheat. Acta Agriculturae Boreali-Sinica, 2000, 15(3):39-44. (in Chinese)
[44] 张明响. 黄淮麦区不同小麦品种的产量及其相关因素分析[D]. 中国农业科学院, 2013.
ZHANG M X. Analysis of different wheat varieties yield and its related factors in Huanghuai wheat area[D]. Chinese Academy of Agricultural Sciences, 2013. (in Chinese)
[45] 王绍中, 赵虹, 王西成, 范和君, 田云峰. 小麦超高产品种筛选的研究初报. 作物学报, 1998, 24(6):870-875.
WANG S Z, ZHAO H, WANG X C, FAN H J, TIAN Y F. The preliminary research report on screening of new wheat varieties with super-high-yield. Acta Agronomica Sinica, 1998, 24(6):870-875. (in Chinese)
[46] 周延辉, 朱新开, 郭文善, 封超年. 稻茬小麦中高产水平下产量及其构成因素分析. 麦类作物学报, 2018, 38(3):293-297.
ZHOU Y H, ZHU X K, GUO W S, FENG C N. Analysis of yield and yield components of wheat after rice on medium-high- yielding level. Journal of Triticeae Crops, 2018, 38(3):293-297. (in Chinese)
[10] 马新明, 张浩, 熊淑萍, 许鑫, 赵巧梅. 基于GIS技术的河南粮食核心区小麦玉米区域潜力研究. 农业工程学报, 2010, 26(s1):162-168.
MA X M, ZHANG H, XIONG S P, XU X, ZHAO Q M. Potential productivity of wheat and maize in grain production center of Henan province based on GIS. Transactions of the Chinese Society of Agricultural Engineering, 2010, 26(s1):162-168. (in Chinese)
[11] ARA SAARIKKO. Applying a site based crop model to estimate regional yields under current and changed climates. Ecological Modelling, 2000, 131(2/3):191-206.
doi: 10.1016/S0304-3800(00)00257-X
[12] 张浩, 席磊, 许鑫, 高瑞, 马新明, 尹钧. 基于GIS的县域小麦自然生产潜力评价系统. 农业工程学报, 2009, 25(12):198-205, 402.
ZHANG H, XI L, XU X, GAO R, MA X M, YIN J. Evaluation system of wheat natural potential productivity at county scale based on GIS. Transactions of the Chinese Society of Agricultural Engineering, 2009, 25(12):198-205, 402. (in Chinese)
[13] WU D R, YU Q, LU C H, HUI B. Quantifying production potentials of winter wheat in the North China Plain. European Journal of Agronomy, 2006, 24(3):226-235.
doi: 10.1016/j.eja.2005.06.001
[14] 孙丽娟, 胡学旭, 陆伟, 王步军. 基于GIS的小麦籽粒品质空间分布特征和影响因子分析. 中国农业科学, 2018, 51(5):999-1011.
SUN L J, HU X X, LU W, WANG B J. Spatial distribution characteristics of wheat grain quality and analysis of factors based on GIS. Scientia Agricultura Sinica, 2018, 51(5):999-1011. (in Chinese)
[15] 石晓燕, 汤亮, 刘小军, 曹卫星, 朱艳. 基于模型和GIS的小麦空间生产力预测研究. 中国农业科学, 2009, 42(11):3828-3835.
SHI X Y, TANG L, LIU X J, CAO W X, ZHU Y. Predicting spatial productivity in wheat based on model and GIS. Scientia Agricultura Sinica, 2009, 42(11):3828-3835. (in Chinese)
[16] 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(9):3087-3095.
HUANG F, ZHU Y, JIANG D, JING Q, CAO W X. Spatial variation analysis of wheat grain quality based on model and GIS. Scientia Agricultura Sinica, 2009, 42(9):3087-3095. (in Chinese)
[17] 熊宗伟, 顾生浩, 毛丽丽, 王雪姣, 张立祯, 周治国. 中国棉花纤维品质和气候因子的空间分布特征. 应用生态学报, 2012, 23(12):3385-3392.
XIONG Z W, GU S H, MAO L L, WANG X J, ZHANG L Z, ZHOU Z G. Spatial distribution characteristics of China cotton fiber quality and climatic factors based on GIS. Chinese Journal of Applied Ecology, 2012, 23(12):3385-3392. (in Chinese)
[18] 卢洋洋, 张影全, 刘锐, 赵酒林, 杨春玲, 盛坤, 董昀, 侯军红, 魏益民. 豫北小麦籽粒质量性状空间变异特征. 麦类作物学报, 2014, 34(4):495-501.
LU Y Y, ZHANG Y Q, LIU R, ZHAO J L, YANG C L, SEHNG K, DONG J, HOU J H, WEI Y M. Spatial variation analysis of grain quality parments of wheat grown in north Henan. Journal of Triticeae Crops, 2014, 34(4):495-501. (in Chinese)
[19] 郭洪海, 杨丽萍, 李新华, 杨萍, 万书波. 黄淮海区域花生生产与品质特征的研究. 中国生态农业学报, 2010, 18(6):1233-1238.
GUO H M, YANG L P, LI X H, YANG P, WANG S B. Characteristics of production and quality of peanut in Huang-Huai-Hai region. Chinese Journal of Eco-Agriculture, 2010, 18(6):1233-1238. (in Chinese)
[20] WANG S Z. Suitable planting density for wheat dultivation from the donsideration of yield components. Journal of Integrative Plant Biology, 1973(1):83-94.
[21] 王之杰, 郭天财, 王化岑, 王永华. 种植密度对超高产小麦生育后期光合特性及产量的影响. 麦类作物学报, 2001, 21(3):64-67.
WANG Z J, GUO T C, WANG H C, WANG Y H. Effect of planting density on photosynthetic charactertics and grain yield of super-high- yield winter wheat at late growth stages. Journal of Triticeae Crops, 2001, 21(3):64-67. (in Chinese)
[22] 韩雪冰. 不同小麦新品系(品种)主要农艺性状与产量的研究[D]. 杨凌: 西北农林科技大学, 2017.
HAN X B. The studies on the main agronomic characters and yield of the new wheat lines[D]. Yangling: Northwest A & F University, 2017. (in Chinese)
[23] 田纪春, 邓志英, 胡瑞波, 王延训. 不同类型超级小麦产量构成因素及籽粒产量的通径分析. 作物学报, 2006, 32(11):1699-1705.
TIAN J C, DENG Z Y, HU R B, WANG Y X. Yield components of super wheat cultivars with different types and the path coefficient analysis on grain yield. Acta Agronomica Sinica, 2006, 32(11):1699-1705. (in Chinese)
[24] 金艳, 宋佳静, 朱统泉, 陈杰, 赵立尚. 2001-2015年河南省审定小麦品种产量构成分析. 中国种业, 2016(4):41-44.
JIN Y, SONG J J, ZHU T Q, CHEN J, ZHAO L S. Yield composition analysis of certified wheat varieties in Henan province from 2001 to 2015. China Seed Industry, 2016(4):41-44. (in Chinese)
[25] 冯素伟, 姜小苓, 胡铁柱, 丁位华, 茹振钢, 王科翰. 超高产小麦品种产量构成因素及增产途径分析. 河南科技学院学报(自然科学版), 2013, 41(3):1-5.
FENG S W, JIANG X L, HU T Z, DING W H, RU Z G, WANG K H. Analysis on yield components and yield increasing ways of supper-high yield winter wheat. Journal of Henan Institute of Science and Technology, 2013, 41(3):1-5. (in Chinese)
[26] 杨程, 李向东, 张德奇, 王汉芳, 邵运辉, 方保停, 岳俊芹, 马富举, 秦峰. 小麦产量三要素与产量的通径和灰色关联度分析. 河南农业科学, 2016, 45(10):19-23.
YANG C, LI X D, ZHANG D Q, WANG H F, SHAO Y H, FANG B T, YU J Q, MA F J, QIN F. Grey relational analysis and path analysis on wheat yield and its three key factors. Journal of Henan Agricultural Sciences, 2016, 45(10):19-23. (in Chinese)
[27] 胡廷积, 尹钧. 小麦生态栽培, 北京: 科学出版社, 2014: 193-235.
HU T J, YIN J. Ecological Cultivation of Wheat. Beijing: Science Press, 2014: 193-235. (in Chinese)
[28] 杜家菊, 陈志伟. 使用SPSS线性回归实现通径分析的方法. 生物学通报, 2010, 45(2):4-6.
DU J J, CHEN Z W. Using SPSS linear regression to achieve path analysis method. Biological Bulletin, 2010, 45(2):4-6. (in Chinese)
[29] 唐启义, 冯明光. 实用统计分析及DPS数据处理系统. 北京: 科学出版社, 2002.
TANG Q Y, FENG M G. Practical Statistical Analysis and DPS Data Processing System. Beijing: Science Press, 2002. (in Chinese)
[30] 汤国安, 杨昕. ArcGIS地理信息系统空间分布实验教程.2版. 北京: 科学出版社, 2012: 448-472.
TANG G A, YANG X. ArcGIS Geographic Information System Spatial Analysis Experimentation. 2nd edition. Beijing: Science Press, 2012: 448-472. (in Chinese)
[31] 卢洋洋. 区域小麦籽粒质量及空间变异研究[D]. 中国农业科学院, 2014.
LU Y Y. Studies on the wheat kernel quality and its spatial variability in district level[D]. Chinese Academy of Agricultural Sciences, 2014. (in Chinese)
[32] 王连喜, 卢媛媛, 李琪, 胡正华, 吴东丽, 张阳, 王田. 基于AEZ模型的河南省冬小麦产量差时空特征分析. 中国生态农业学报, 2018, 26(4):547-558.
WANG L X, LU Y Y, LI Q, HU Z H, WU D L, ZHANG Y, WANG T. Spatio-temporal analysis of winter wheat yield gaps in Henan province using AEZ model. Chinese Journal of Eco-Agriculture, 2018, 26(4):547-558. (in Chinese)
[33] 李巧云, 李磊, 刘万代, 周苏梅, 尹钧. 河南省小麦产量及其构成因素变化规律分析. 河南农业科学, 2011, 40(4):38-40.
LI Q Y, LI L, LIU W D, ZHOU S M, YIN J. Analyses of yield and its composition property of wheat in Henan province. Journal of Henan Agricultural Sciences, 2011, 40(4):38-40. (in Chinese)
[34] 马新明, 张浩, 熊淑萍, 许鑫, 赵巧梅. 基于GIS技术的河南粮食核心区小麦玉米区域潜力研究. 农业工程学报, 2010, 26(S1):162-168.
MA X M, ZHANG H, XIONG S P, XU X, ZHAO Q M, Potential productivity of wheat and maize in grain production center of Henan province based on GIS. Transactions of the Chinese Society of Agricultural Engineering, 2010, 26(S1):162-168. (in Chinese)
[35] 王沅, 田正国, 邱泽生, 余蓓珍. 小麦小花发育不同时期遮光对穗粒数的影响. 作物学报, 1981, 7(3):157-163.
[1] HAN ZiXuan, FANG JingJing, WU XuePing, JIANG Yu, SONG XiaoJun, LIU XiaoTong. Synergistic Effects of Organic Carbon and Nitrogen Content in Water-Stable Aggregates as well as Microbial Biomass on Crop Yield Under Long-Term Straw Combined Chemical Fertilizers Application [J]. Scientia Agricultura Sinica, 2023, 56(8): 1503-1514.
[2] YAN YanGe, ZHANG ShuiQin, LI YanTing, ZHAO BingQiang, YUAN Liang. Effects of Dextran Modified Urea on Winter Wheat Yield and Fate of Nitrogen Fertilizer [J]. Scientia Agricultura Sinica, 2023, 56(2): 287-299.
[3] XU JiuKai, YUAN Liang, WEN YanChen, ZHANG ShuiQin, LI YanTing, LI HaiYan, ZHAO BingQiang. Nitrogen Fertilizer Replacement Value of Livestock Manure in the Winter Wheat Growing Season [J]. Scientia Agricultura Sinica, 2023, 56(2): 300-313.
[4] CHEN GuiPing, CHENG Hui, FAN Hong, FAN ZhiLong, HU FaLong, YIN Wen. Study on Adaptability of Spring Wheat Yield to Water and Nitrogen Reduction Under Wide-Width Uniform Sowing and Conventional Strip Sowing in Oasis Irrigated Regions [J]. Scientia Agricultura Sinica, 2023, 56(13): 2461-2473.
[5] YAN YanGe, ZHANG ShuiQin, LI YanTing, ZHAO BingQiang, YUAN Liang. Effect of Dextran Modified Phosphate Fertilizer on the Winter Wheat Yield and Fertilizer Utilization Rate [J]. Scientia Agricultura Sinica, 2023, 56(12): 2317-2328.
[6] LÜ LiHua, HAN JiangWei, ZHANG JingTing, DONG ZhiQiang, MENG Jian, JIA XiuLing. Analysis of Common Characteristics of Widely Adaptation Wheat Cultivars [J]. Scientia Agricultura Sinica, 2023, 56(11): 2064-2077.
[7] WANG Juan, MA XiaoMei, ZHOU XiaoFeng, WANG Xin, TIAN Qin, LI ChengQi, DONG ChengGuang. Genome-Wide Association Study of Yield Component Traits in Upland Cotton (Gossypium hirsutum L.) [J]. Scientia Agricultura Sinica, 2022, 55(12): 2265-2277.
[8] FANG TaoHong,ZHANG Min,MA ChunHua,ZHENG XiaoChen,TAN WenJing,TIAN Ran,YAN Qiong,ZHOU XinLi,LI Xin,YANG SuiZhuang,HUANG KeBing,WANG JianFeng,HAN DeJun,WANG XiaoJie,KANG ZhenSheng. Application of Yr52 Gene in Wheat Improvement for Stripe Rust Resistance [J]. Scientia Agricultura Sinica, 2022, 55(11): 2077-2091.
[9] XU JiuKai,YUAN Liang,WEN YanChen,ZHANG ShuiQin,LIN ZhiAn,LI YanTing,LI HaiYan,ZHAO BingQiang. Phosphorus Fertilizer Replacement Value of Livestock Manure in Winter Wheat [J]. Scientia Agricultura Sinica, 2021, 54(22): 4826-4839.
[10] WANG Jun,LI Guang,YAN LiJuan,LIU Qiang,NIE ZhiGang. Simulation of Spring Wheat Yield Response to Temperature Changes of Different Growth Stages in Drylands [J]. Scientia Agricultura Sinica, 2020, 53(5): 904-916.
[11] Ning HUANG,ZhaoHui WANG,Li WANG,QingXia MA,YueYue ZHANG,XinXin ZHANG,Rui WANG. Yield Variation of Winter Wheat and Its Relationship to Yield Components, NPK Uptake and Utilization of Leading and High Yielding Wheat Cultivars in Main Wheat Production Regions of China [J]. Scientia Agricultura Sinica, 2020, 53(1): 81-93.
[12] MA QingXia,WANG ZhaoHui,HUI XiaoLi,ZHANG Xiang,ZHANG YueYue,HOU SaiBin,HUANG Ning,LUO LaiChao,ZHANG ShiJun,DANG HaiYan. Optimization of Phosphorus Rate and Soil Available Phosphorus Based on Grain Yield and Nutrient Contents in Dryland Wheat Production [J]. Scientia Agricultura Sinica, 2019, 52(1): 73-85.
[13] JIN XiuKuan, MA MaoTing, ZHAO TongKe, AN ZhiZhuang, JIANG LingLing. Effects of Nitrogen Application on Yield, Water and Nitrogen Use Efficiency of Winter Wheat Under Supplemental Irrigation Based on Measured Soil Moisture Content [J]. Scientia Agricultura Sinica, 2018, 51(7): 1334-1344.
[14] SONG ChuWei, CAO HongXin, ZHANG WenYu, ZHANG WeiXin, CHEN WeiTao, FENG ChunHuan, GE SiJun. Modeling the Effects of Post-Anthesis Waterlogging Stress Under Different Fertilizer Levels on Rapeseed Yield and Its Formation [J]. Scientia Agricultura Sinica, 2018, 51(4): 662-674.
[15] GAO MeiLing, ZAHNG XuBo, SUN ZhiGang, SUN Nan, LI ShiJi, GAO YongHua, ZHANG ChongYu. Wheat Yield and Growing Period in Response to Field Warming in Different Climatic Zones in China [J]. Scientia Agricultura Sinica, 2018, 51(2): 386-400.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!