Scientia Agricultura Sinica

Previous Articles    

Effects of Powdery Mildew on Photosynthetic Characteristics and Quantitative Simulation of Disease Severity in Winter Wheat

CHANG ChunYi, CAO Yuan, GHULAM Mustafa, LIU HongYan, ZHANG Yu, TANG Liang, LIU Bing, ZHU Yan, YAO Xia, CAO WeiXing, LIU LeiLei   

  1. College of Agriculture, Nanjing Agricultural University/National Engineering and Technology Center for Information Agriculture/ Engineering Research Center of Smart Agriculture, Ministry of Education/Key Laboratory for Crop System Analysis and Decision Making, Ministry of Agriculture and Rural Affairs/Jiangsu Key Laboratory for Information Agriculture/Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing 210095
  • Published:2022-09-13

Abstract: 【Objective The objective of this paper was to clearly demonstrate the effects of powdery mildew on photosynthetic characteristics of winter wheat and establish a model for simulating effects of powdery mildew stress on wheat photosynthetic productivity. Method To clarify the effects of powdery mildew on wheat photosynthetic characteristics, the powdery mildew experiments of wheat were conducted under two initial inoculation degrees of wheat powdery mildew at jointing and booting stages. On this basis, a prediction model of wheat powdery mildew severity was established to quantify the physiological effects of powdery mildew on wheat. And then, based on the single leaf net photosynthetic rate (Pn) and leaf area index (LAI), the wheat powdery mildew severity prediction model was coupled with the crop growth model (WheatGrow). Result Under the stress of powdery mildew, Pn and LAI showed a decreasing trend. Compared with the control (CK), the averaged Pn and LAI decreased by 18.81% and 23.41%, respectively. Moreover, the effects of stages of powdery mildew on Pn and LAI were more serious than the initial inoculation degrees. In general, the development of wheat powdery mildew in the field had obvious gentle period, exponential outbreak period and stable period, and the temporal dynamic characteristics of wheat powdery mildew epidemic under each treatment accorded with Logistic function. Therefore, based on the Logistic fitting results, the wheat powdery mildew disease stress factor was established to reflect the stress effects of powdery mildew on wheat physiological indexes. In addition, based on the photosynthesis productivity sub-model of WheatGrow and the effect factor of wheat powdery mildew severity, algorithms to simulate the effects of powdery mildew on Pn and LAI were established, and the improved WheatGrow model was estimated by using the powdery mildew experimental datasets in independent years. Conclusion The integrated model with powdery mildew stress algorithms was better than the original WheatGrow model in predicting Pn, LAI, aboveground biomass and yield under powdery mildew stress condition, with the simulation accuracy improved by 53.29%, 43.61%, 60.09% and 67.57%, respectively. The improved model can provide the digital tool and technical support for prediction of wheat powdery mildew severity and the quantitative evaluation of wheat yield loss.


Key words: winter wheat, powdery mildew, photosynthetic characteristics, prediction model of disease severity, WheatGrow model, coupling

[1] WEI YongKang, YANG TianCong, ZANG ShaoLong, HE Li, DUAN JianZhao, XIE YingXin, WANG ChenYang, FENG Wei. Monitoring Wheat Lodging Based on UAV Multi-Spectral Image Feature Fusion [J]. Scientia Agricultura Sinica, 2023, 56(9): 1670-1685.
[2] GU WenDong, LIU ChunJuan, LI Bang, LIU Chang, ZHOU YuFei. Effects of Exogenous Tryptophan on C/N Balance and Senescence Characteristics of Sorghum Seedlings Under Low Nitrogen Stress [J]. Scientia Agricultura Sinica, 2023, 56(7): 1295-1310.
[3] MA ShengLan, KUANG FuHong, LIN HongYu, CUI JunFang, TANG JiaLiang, ZHU Bo, PU QuanBo. Effects of Straw Incorporation Quantity on Soil Physical Characteristics of Winter Wheat-Summer Maize Rotation System in the Central Hilly Area of Sichuan Basin [J]. Scientia Agricultura Sinica, 2023, 56(7): 1344-1358.
[4] CHANG ChunYi, CAO Yuan, GHULAM Mustafa, LIU HongYan, ZHANG Yu, TANG Liang, LIU Bing, ZHU Yan, YAO Xia, CAO WeiXing, LIU LeiLei. Effects of Powdery Mildew on Photosynthetic Characteristics and Quantitative Simulation of Disease Severity in Winter Wheat [J]. Scientia Agricultura Sinica, 2023, 56(6): 1061-1073.
[5] WANG XiaoXuan, ZHANG Min, ZHANG XinYao, WEI Peng, CHAI RuShan, ZHANG ChaoChun, ZHANG LiangLiang, LUO LaiChao, GAO HongJian. Effects of Different Varieties of Phosphate Fertilizer Application on Soil Phosphorus Transformation and Phosphorus Uptake and Utilization of Winter Wheat [J]. Scientia Agricultura Sinica, 2023, 56(6): 1113-1126.
[6] GUO Yan, JING YuHang, WANG LaiGang, HUANG JingYi, HE Jia, FENG Wei, ZHENG GuoQing. UAV Multispectral Image-Based Nitrogen Content Prediction and the Transferability Analysis of the Models in Winter Wheat Plant [J]. Scientia Agricultura Sinica, 2023, 56(5): 850-865.
[7] 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.
[8] LIN JiangYun, YIN BenSu, WANG XingShu, LIU ChenRui, SUN Qing, XIE XingXing, CHENG LingLing, SUN LiWei, SHI Mei, WANG ZhaoHui. The Accumulation of Iron and Manganese in Wheat and Its Relationship with Soil Nutrients Under Long-Term Application of Nitrogen Fertilizer [J]. Scientia Agricultura Sinica, 2023, 56(17): 3372-3382.
[9] MU HaiMeng, SUN LiFang, WANG ZhuangZhuang, WANG Yu, SONG YiFan, ZHANG Rong, DUAN JianZhao, XIE YingXin, KANG GuoZhang, WANG YongHua, GUO TianCai. Effect of Nitrogen Application Rate and Planting Density on the Lodging Resistance and Grain Yield of Two Winter Wheat Varieties [J]. Scientia Agricultura Sinica, 2023, 56(15): 2863-2879.
[10] FENG XiangJun, WANG HongYu, YU Jing, CHI ChunYu, DING GuoHua. Overexpressing NPR1 from Arabidopsis thaliana Enhanced Resistance to Fusarium Wilt and Powdery Mildew in Cucumis sativus [J]. Scientia Agricultura Sinica, 2023, 56(14): 2701-2712.
[11] DONG YiFan, REN Yi, CHENG YuKun, WANG Rui, ZHANG ZhiHui, SHI XiaoLei, GENG HongWei. Genome-Wide Association Study of Grain Main Quality Related Traits in Winter Wheat [J]. Scientia Agricultura Sinica, 2023, 56(11): 2047-2063.
[12] 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.
[13] XIONG WeiYi, XU KaiWei, LIU MingPeng, XIAO Hua, PEI LiZhen, PENG DanDan, CHEN YuanXue. Effects of Different Nitrogen Application Levels on Photosynthetic Characteristics, Nitrogen Use Efficiency and Yield of Spring Maize in Sichuan Province [J]. Scientia Agricultura Sinica, 2022, 55(9): 1735-1748.
[14] WANG YangYang,LIU WanDai,HE Li,REN DeChao,DUAN JianZhao,HU Xin,GUO TianCai,WANG YongHua,FENG Wei. Evaluation of Low Temperature Freezing Injury in Winter Wheat and Difference Analysis of Water Effect Based on Multivariate Statistical Analysis [J]. Scientia Agricultura Sinica, 2022, 55(7): 1301-1318.
[15] CAI WeiDi,ZHANG Yu,LIU HaiYan,ZHENG HengBiao,CHENG Tao,TIAN YongChao,ZHU Yan,CAO WeiXing,YAO Xia. Early Detection on Wheat Canopy Powdery Mildew with Hyperspectral Imaging [J]. Scientia Agricultura Sinica, 2022, 55(6): 1110-1126.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!