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冬小麥冠層光譜與土壤供氮狀況相關(guān)性研究
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國家自然科學(xué)基金項(xiàng)目(31371572、31201168)


Correlation between Soil Nitrogen Situation and Canopy Spectra of Winter Wheat
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    摘要:

    通過設(shè)置2個(gè)冬小麥品種不同氮素水平的完全隨機(jī)區(qū)組試驗(yàn),獲取冬小麥關(guān)鍵生育期(返青期、拔節(jié)期、孕穗期、灌漿期)的土壤氮素、植株氮素和冠層光譜數(shù)據(jù),通過分析土壤氮素與植株氮素間的相關(guān)關(guān)系,間接構(gòu)建土壤氮素狀況的光譜診斷模型。結(jié)果表明,不同施氮水平冬小麥各生育期冠層光譜與麥田土壤氮素含量差異顯著,土壤硝態(tài)氮、堿解氮含量與冬小麥植株氮素含量的相關(guān)系數(shù)達(dá)到0.72以上,相關(guān)系數(shù)分別在0.72~0.84和0.75~0.82之間,均達(dá)極顯著水平,而土壤全氮含量與冬小麥植株含氮量的相關(guān)性相對較差;研究證實(shí)土壤調(diào)節(jié)植被指數(shù)SAVI(1040,680)和比值植被指數(shù)RVI(1040,680)分別與土壤硝態(tài)氮、堿解氮含量具有重要的關(guān)系。另外,基于光譜參數(shù)SAVI(1040,680)的土壤硝態(tài)氮估算模型(R2≥0.7396)和基于RVI(1040,680)所構(gòu)建的堿解氮含量估算模型(R2≥0.8100)具有較好的估測能力,可以實(shí)現(xiàn)利用冠層光譜對土壤氮素狀況的實(shí)時(shí)、快速估測。

    Abstract:

    Soil nitrogen is important to crop production. The lower nitrogen efficiency is mainly caused by the reason that the nitrogen is commonly applied untimely or non-appropriately. In order to take advantage of winter wheat canopy spectra synchronous implementation indirectly and rapidly diagnose soil nitrogen status, experiment with completely randomized block was conducted for two wheat varieties with different nitrogen levels. Soil and plant nitrogen levels and real-time canopy spectra were measured at different growth stages of winter wheat, i.e., the reviving, jointing, booting and filling stages. Mathematical statistical methods were used to analyze the quantitative relationship between soil nitrogen and plant nitrogen, and build a remote monitoring model of soil nitrogen by using the canopy spectral reflectance. The results showed that the canopy spectral reflectance of winter wheat at each growth stage was significantly different from soil nitrogen content with the application of different levels of nitrogen fertilizer. There were significant relationship between soil nitrate nitrogen content, soil available nitrogen content and nitrogen content of winter wheat plants, and the correlation coefficient could exceed 0.72. However, the relationship between soil total nitrogen content and nitrogen content of winter wheat plants was hardly relevant. The spectra parameters of SAVI(1040,680) and RVI(1040,680) were determined to have important relationship with the soil nitrate nitrogen and available nitrogen contents, respectively. Moreover, the monitoring models of soil nitrate nitrogen and available nitrogen contents based on the spectra parameters performed the best with R2≥0.7396 and R2≥0.8100, respectively. The research result would supply some technical reference for the real-time monitor of soil nitrogen in winter wheat fields by using the canopy spectral reflectance.

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李廣信,王超,馮美臣,楊武德,李方舟,馮瑞云.冬小麥冠層光譜與土壤供氮狀況相關(guān)性研究[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2017,48(5):275-281. LI Guangxin, WANG Chao, FENG Meichen, YANG Wude, LI Fangzhou, FENG Ruiyun. Correlation between Soil Nitrogen Situation and Canopy Spectra of Winter Wheat[J]. Transactions of the Chinese Society for Agricultural Machinery,2017,48(5):275-281.

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  • 收稿日期:2017-01-12
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  • 在線發(fā)布日期: 2017-05-10
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