Prediction of vegetable soybean yield with fluorescence, spectra, photosynthetic parameters after fertilization

doi:10.3969/j.issn.1004-1524.2018.08.12

›› 2018, Vol. 30 ›› Issue (8): 1355-1362.DOI: 10.3969/j.issn.1004-1524.2018.08.12

• Horticultural Science • Previous Articles Next Articles

Prediction of vegetable soybean yield with fluorescence, spectra, photosynthetic parameters after fertilization

HU Zhihui¹, WANG Yanjie¹, ZHANG Liqin²

1. College of Life Sciences, Jianghan University, Hubei Province Engineering Research Center for Legume Plants, Wuhan 430056, China;
2. Journal of Changjiang Vegetables, Wuhan 430023, China

Received:2018-02-03 Online:2018-08-25 Published:2018-08-28

Abstract

Abstract: The parameters of chlorophyll fluorescence, spectrum, photosynthesis and yield of four vegetable soybean species of Chunfengjizao, M-3, M-4 and Lvbaoshi were measured at flowering, podding, seed filling stages. And three stepwise regression analysis equations of different periods between chlorophyll fluorescence, spectrum, photosynthetic parameters and yield were performed, respectively. The results showed that the best regression equation was Y=2 188.29+5 044.33X₂+6.80X₄-8 916.41X₈+14 236.59X₁₀-0.04X₁₂+2 283.78X₁₅ at podding period. These results provided some useful value for forecasting yield at an early period. Therefore, in the practical production when these parameters of chlorophyll fluorescence, spectrum and photosynthesis at podding period were determined, the soybean yield could be forecasted by the equation.

Key words: vegetable soybean, yield, spectrum, fluorescence, photosynthesis, stepwise regression analysis

CLC Number:

S643.7

HU Zhihui, WANG Yanjie, ZHANG Liqin. Prediction of vegetable soybean yield with fluorescence, spectra, photosynthetic parameters after fertilization[J]. , 2018, 30(8): 1355-1362.

References

[1] 甘银波,本佳婉.不同氮肥管理对毛豆共生固氮及产量的影响[J].中国油料,1996,18(1): 34-37.
GAN Y B, BEN J W.Effect of N fertilizer management on N fixation and yield of two vegetable soybeans[J]. Oil Crops of China,1996,18(1):34-37.(in Chinese with English abstract)
[2] 张惠君,路茸,王海英,等. 始花期追施尿素对早熟菜用大豆农艺性状和产量的影响[J].大豆科学,2013,32(1):68-71.
ZHANG H J, LU R, WANG H Y, et al.Effect of topdressing urea at R1 on agronomic traits and yield of early-mature vegetable-type soybeans[J]. Soybean Science, 2013,32(1):68-71. (in Chinese with English abstract)
[3] 王伟,丁桔,丁峰,等. 不同施肥水平和种植密度对‘浙鲜9号’菜用大豆产量和主要农艺性状的影响[J]. 中国农学通报,2016,32(3):43-47.
WANG W, DING J, DING F, et al.Effects of different fertilization levels and planting densities on yield and main agronomic characters of vegetable soybean ‘Zhexian No.9’[J]. Chinese Agricultural Science Bulletin, 2016, 32(3):43-47. (in Chinese with English abstract)
[4] MARSCHER H.Mineral Nutrition of higher plant [M].London: Academic Press, 1986: 674-676.
[5] 甘银波,胡韦华,陈静,等. 不同氮肥管理对毛豆生长及产量的影响[J]. 湖北农业科学,1996(6):34-36.
GAN Y B, HU W H, CHEN J, et al.Effect of N management on growth and yield of vegetable soybean[J]. Hubei Agricultural Sciences, 1996(6):34-36. (in Chinese with English abstract)
[6] 张洁,丁志强,李俊红,等. 水肥对大豆叶绿素荧光动力学参数及其产量的影响[J].土壤与作物,2013,2(3):122-126.
ZHANG J, DING Z Q, LI J H, et al.Effect of water and fertilizer coupling on chlorophyll fluorescence characters and yield in soybean[J]. Soil and Crop, 2013,2(3):122-126. (in Chinese with English abstract)
[7] 李晓河,林镇雄,蔡素炳,等. 施肥处理和种植密度对出口型毛豆产量的互作效应研究[J]. 广东农业科学,2008(4):38-39.
LI X H, LIN Z X, CAI S B, et al.Interaction of fertilization and density on yield of vegetable soybean for export[J]. Guangdong Agricultural Sciences, 2008(4):38-39. (in Chinese with English abstract)
[8] 王丹英,汪自强. 播期、密度、氮肥用量对菜用大豆产量和品质的效应[J].浙江大学学报(农业与生命科学版),2001,27(1):69-72.
WANG D Y, WANG Z Q.Effect of planting date, plant density and nitrogen application rate on yield and quality of vegetable soybean[J]. Journal of Zhejiang University(Agriculture and Life Sciences Edition), 2001,27(1):69-72. (in Chinese with English abstract)
[9] 张彩英,常文锁,李喜焕,等.种植密度和施肥对菜用大豆产量性状的效应研究[J].中国农学通报,2005,21(7):190-192.
ZHANG C Y, CHANG W S, LI X H, et al.Effect of plant density and phosphorus application rate on yield of vegetable soybean[J]. Chinese Agricultural Science Bulletin, 2005, 21(7):190-192. (in Chinese with English abstract)
[10] 赵小霞,何文寿,张峰举,等.施肥对碱化土油用向日葵光合特性及产量的影响[J].浙江农业学报,2016,28(9):1755-1763.
ZHAO X X, HE W S, ZHANG F J, et al.Effect of fertilization on photosynthetic characteristics and yield of sunflower on alkaline soil[J]. Acta Agriculturae Zhejiangensis,2016,28(10):1755-1763. (in Chinese with English abstract)
[11] 申广荣, 王人潮. 植被高光谱遥感的应用研究综述[J].上海交通大学学报(农业科学版),2001,19(4):315-321.
SHEN G R, WANG R C.Review of the application of vegetation hyperspectral remote sensing[J]. Journal of Shanghai Jiaotong University(Agricultural Science), 2001, 19(4): 315-321. (in Chinese with English abstract)
[12] IDSO S B, PINTER P J J, JACKSON R D, et al. Estimation of grain yields by remote sensing of crop senescence rates[J]. Remote Sensing of Environment, 1980, 9(1): 87-91.
[13] 白丽,王进,蒋桂英,等. 干旱区基于高光谱的棉花遥感估产研究[J].中国农业科学,2008,41(8):2499-2505.
BAI L, WANG J, JIANG G Y, et al.Study on hyperspectral remote sensing date of cotton in estimating yield of arid region in China[J]. Scientia Agricultura Sinica, 2008,41(8):2499-2505. (in Chinese with English abstract)
[14] 杨智,李映雪,徐德福,等.冠层反射光谱与小麦产量及产量构成因素的定量关系[J].中国农业气象,2008,29(3):338-342.
YANG Z, LI Y X, XU D F, et al.Relationships of canopy reflectance spectra with wheat yield and yield components[J].Chinese Journal of Agrometeorology, 2008,29(3):338-342. (in Chinese with English abstract)
[15] 冯伟,朱艳,田永超,等. 基于高光谱遥感的小麦籽粒产量预测模型研究[J]. 麦类作物学报,2007,27(6):1076-1084.
FENG W, ZHU Y, TIAN Y C, et al, Model for predicting grain yield with canopy hyperspectal remote sensing in wheat[J].Journal of Triticeae Crops, 2007,27(6): 1076-1084. (in Chinese with English abstract)
[16] 谭禾平,王桂跃,胡贤女,等. 影响玉米产量效应因子的多元回归与通径分析[J].浙江农业学报,2006,18(4):238-240.
TAN H P, WANG G Y, HU X N, et al.Multiple regression and path analysis of effective factors affecting maize yield[J]. Acta Agriculturae Zhejiangensis,2006,18(4):238-240. (in Chinese with English abstract)
[17] 汪宝卿,张礼凤,慈敦伟,等.黄淮海地区夏大豆农艺性状与产量的多元回归和通径分析[J].大豆科学,2010,29(2):255-259.
WANG B Q, ZHANG L F, CI D W, et al.Multiple regression and path analysis between agronomic traits and yield of summer sowing soybean(Glycive max L. Merr.) in Huanghuai river region[J]. Soybean Science, 2010,29(2):255-259. (in Chinese with English abstract)
[18] 杨肖华,郭圣茂,姚春娟,等.射干叶绿素荧光参数的夏季日变化[J].南方林业科学,2017,45(3):16-18.
YANG X H, GUO S M, YAO C J, et al.Diurnal variation of chlorophyll fluorescence parameters in Belamcanda chinensis in summer[J], South China Forestry Science, 2017,45(3):16-18. (in Chinese with English abstract)
[19] 刘畅,孙鹏森,刘世荣.植物反射光谱对水分生理变化响应的研究进展[J]. 植物生态学报,2016,40(1):80-91.
LIU C, SUN P S, LIU S R.A review of plant spectral reflectance response to water physiological changes[J]. Chinese Journal of Plant Ecology, 2016,40(1): 80-91. (in Chinese with English abstract)

Prediction of vegetable soybean yield with fluorescence, spectra, photosynthetic parameters after fertilization

RichHTML

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments

[1]	ZHANG Piao, HE Xinwei, YANG Xia, ZENG Maoqin, LIU Yanhan, ZHANG Yangzi, YANG Ying, WEN Guilan, CHENG Zhentao, WEN Ming. Establishment and preliminary application of fluorescence quantitative PCR method for duck NF-κB1 gene [J]. Acta Agriculturae Zhejiangensis, 2021, 33(2): 215-222.
[2]	WANG Weike, LU Na, YAN Jing, SONG Jiling, YUAN Weidong, ZHOU Zufa. Cloning and expression analysis of PpSAMS gene of Pleurotus pulmonarius [J]. Acta Agriculturae Zhejiangensis, 2021, 33(1): 62-68.
[3]	LI Jinwu, YU Jihua, LYU Jian, FENG Zhi, YANG Haixing, CHE Xusheng, QIN Qijie, ZHANG Yang, JIN Ning. Effects of different mulching methods on yield, quality and soil nutrients of open-air loose-curd cauliflower on plateau in summer [J]. , 2020, 32(9): 1626-1633.
[4]	SONG Xindan, CHEN Binbin, MA Zengling, XU Lili, LIN Lidong, WU Mingjiang. Effects of salinity level on photosynthetic characteristics of Sargassum fusiforme seedlings [J]. , 2020, 32(9): 1634-1644.
[5]	ZHENG Xusong, ZHONG Liequan, WANG Huifu, CHEN Fangjing, CHENG Liping, XU Qiqiang, LI Yang, ZHONG Xuhua, LYU Zhongxian. Demonstration on rice pests control by fertilizer regulation technique in different geographic rice growing areas of Zhejiang Province [J]. , 2020, 32(9): 1656-1664.
[6]	ZHANG Tongshuai, YAN Lijuan, LI Guang, CHEN Guopeng, LUO Yongzhong. Effects of no tillage and straw mulching on soil nitrogen, water content and yield of spring wheat in dryland farming area [J]. , 2020, 32(8): 1329-1341.
[7]	LAN Zhiqian, ZHANG Kaige, ZHANG Xueyan. Effects of plough layer thickness on photosynthetic, fluorescence parameters of leaf and physiological characteristics of root for Cucumis sativus L. [J]. , 2020, 32(7): 1196-1205.
[8]	HAN Lijie, DONG Weixin, ZHANG Yuechen. Effects of different water and fertilizer treatments on canopy structure, yield and grain quality of wheat [J]. , 2020, 32(6): 953-962.
[9]	REN Yun, LI Qiang, LI Zhexin, LIU Yiqing, TANG Jianmin. Differences in matter production characteristics and yield formation of tissue culture gingers in different generations [J]. , 2020, 32(4): 661-670.
[10]	LI Le, TIAN Minjiao, GAO Yanming, LI Jianshe. Effect of selenium fertilizer on growth and mineral element accumulation of tomato in substrate culture [J]. , 2020, 32(2): 253-261.
[11]	SHI Zhaoyong, LI Ke, WANG Fayuan, WANG Xugang, XU Xiaofeng. Effects of nano-silver and exotic arbuscular mycorrhizal fungi on chlorophyll fluorescence kinetics of sweet sorghum [J]. , 2020, 32(2): 283-290.
[12]	LI Hong, TIAN Hao, YU Lijuan, GAO Zhe, YANG Yaling, LI Wanyi. Preparation of terbium doped carbon dots and their antibacterial capacity against Escherichia coli [J]. , 2020, 32(2): 291-298.
[13]	WANG Nianyi, YU Fenghua, XU Tongyu, DU Wen, GUO Zhonghui, ZHANG Guosheng. Hyperspectral retrieval modelling for chlorophyll contents of japonica-rice leaves based on machine learning [J]. , 2020, 32(2): 359-366.
[14]	HAN Tiqian, LIU Zhen, LIU Yuhui, ZHANG Xiaojing, WANG Li, ZHANG Junlian. Effects of reduced chemical nitrogen and organic manure substitution on potato root morphology and yield [J]. Acta Agriculturae Zhejiangensis, 2020, 32(12): 2111-2118.
[15]	JIN Ning, LYU Jian, YU Jihua, JIN Li, ZHANG Guobin, XIAO Xuemei, HU Linli. Response of leaf water status, photosynthetic and fluorescence parameters to different irrigation lower limits in substrate culture of cucumber [J]. Acta Agriculturae Zhejiangensis, 2020, 32(12): 2162-2172.