Source Jouranl of CSCD
Source Journal of Chinese Scientific and Technical Papers
Included as T2 Level in the High-Quality Science and Technology Journals in the Field of Environmental Science
Core Journal of RCCSE
Included in the CAS Content Collection
Included in the JST China
Indexed in World Journal Clout Index (WJCI) Report
Volume 38 Issue 5
Aug.  2020
Turn off MathJax
Article Contents
GONG Yun-li, BI Yin-li, HU Jing-jing, GUO Chen. EFFECT OF INOCULATION WITH AM FUNGI ON MAIZE GROWTH AND HYPERSPECTRAL ESTIMATION OF TOTAL NITROGEN CONTENT IN MAIZE LEAVES[J]. ENVIRONMENTAL ENGINEERING , 2020, 38(5): 210-214. doi: 10.13205/j.hjgc.202005036
Citation: GONG Yun-li, BI Yin-li, HU Jing-jing, GUO Chen. EFFECT OF INOCULATION WITH AM FUNGI ON MAIZE GROWTH AND HYPERSPECTRAL ESTIMATION OF TOTAL NITROGEN CONTENT IN MAIZE LEAVES[J]. ENVIRONMENTAL ENGINEERING , 2020, 38(5): 210-214. doi: 10.13205/j.hjgc.202005036

EFFECT OF INOCULATION WITH AM FUNGI ON MAIZE GROWTH AND HYPERSPECTRAL ESTIMATION OF TOTAL NITROGEN CONTENT IN MAIZE LEAVES

doi: 10.13205/j.hjgc.202005036
  • Received Date: 2020-03-20
  • In order to quickly and accurately determine the total nitrogen content in maize leaves and monitor the nitrogen element content under microbial remediation by hyperspectral remote sensing technology, two levels of AM fungal treatment were set up, with(M) and without (CK) arbuscular mycorrhizal Fungi inoculated. The physicochemical parameters and spectral reflectance data of leaves under the two treatments were measured respectively, and the effects of AM fungi inoculation on maize were studied. Stepwise regression method was used to model and retrieve the total nitrogen content of leaves. The results showed that inoculating AM fungi could increase the contents of total nitrogen, total phosphorus, total potassium and chlorophyll in leaves at different leaf positions, and significantly increase the biomass and leaf water content of maize. The correlation of total nitrogen content in different treatments was similar to that in different characteristic parameters, but the correlation coefficients were different. The stepwise linear regression method was used to estimate the nitrogen content of maize leaves by using the nine extremely significant spectral parameters as independent variables. Among them, the model determination coefficient R2 in CK was up to 0.8361, and the determination coefficient of M model was up to 0.893, which could estimate the total nitrogen content of maize leaves.
  • loading
  • GUTJAHR C, PARNISKE M. Cell biology: control of partner lifetime in a plant-fungus relationship[J]. Current Biology, 2017, 27(11):R420-R423.
    王浩,方燕,刘润进,等.丛枝菌根中养分转运、代谢、利用与调控研究的最新进展[J].植物生理学报,2018,54(11):1645-1658.
    PATTARAWADEE S N, SOMBUN T,SUPRANEE N. Comparative potentials of native arbuscular mycorrhizal fungi to improve nutrient uptake and biomass of Sorghum bicolor Linn[J]. Agriculture and Natural Resources, 2016, 50(3): 173-178.
    HERNANDEZ R R, ALLEN M F. Diurnal patterns of productivity of arbuscular mycorrhizal fungi revealed with the Soil Ecosystem Observatory [J]. New Phytologist, 2013, 200(2): 547-557.
    陈书琳,毕银丽. 遥感技术在微生物复垦中的应用研究[J]. 国土资源遥感, 2014, 26(3): 16-23.
    陈书琳,毕银丽,齐礼帅,等. 接种菌根大豆叶绿素含量差异的光谱特征分析[J]. 中国矿业大学学报,2015,44(1):170-175.
    毕银丽,孙江涛,YPYSZHAN Zhakypbek,等. 不同施磷水平下接种菌根玉米营养状况及光谱特征分析[J]. 煤炭学报, 2016, 41(5): 1227-1235.
    JIN LIANG, HU KELIN, TIAN MINGMING, et al. Diagnosis of nitrogen content in upper and lower corn leaves Bbased on hyperspectral data [J]. Spectroscopy and Spectral Analysis, 2013, 33(4): 1032-1037.
    余克强,赵艳茹,李晓丽,等. 高光谱成像技术的不同叶位尖椒叶片氮素分布可视化研究[J]. 光谱学与光谱分析,2015,35(3): 746-750.
    LIU H Y, ZHU H C. Hyperspectral characteristic analysis for leaf nitrogen content in different growth stages of winter wheat[J]. Applied Optics, 2016, 55(34): 151-161.
    王树文,牛羽新,马昕宇,等.基于高光谱的抽穗期寒地水稻叶片氮素预测模型[J].农机化研究,2019,41(3):158-164.
    吴伟斌,李佳雨,张震邦,等. 基于高光谱图像的茶树LAI与氮含量反演[J]. 农业工程学报,2018,34(3):195-201.
    PHILLIPS J M, HAYMAN D S. Improved procedures for clearing and staining parasitic and vesicular-arbuscular mycorrhizal fungi for rapid assessment of infection[J]. Transactions of the British MycolSociety, 1970, 55(1): 158-161.
    GIOVANNETTIM,MOSSE B. An evaluation of techniques for measuring vesicular arbuscular mycorrhizal infection in roots[J]. New Phytologist, 1980, 84(3): 489-500.
    范云豹,赵文吉,宫兆宁,等. 基于高光谱信息的芦苇和香蒲地上干生物量反演方法研究[J]. 湿地科学,2016,14(5):654-664.
    王渊,黄敬峰,王福民,等. 油菜叶片和冠层水平氮素含量的高光谱反射率估算模型[J]. 光谱学与光谱分析,2008,28(2): 273-277.
    邹小波,张小磊,石吉勇,等. 基于高光谱图像的黄瓜叶片叶绿素含量分布检测[J]. 农业工程学报,2014,30(13):169-175.
    余蛟洋,常庆瑞,由明明,等. 基于高光谱和BP神经网络模型苹果叶片SPAD值遥感估算[J]. 西北林学院学报,2018,33(2):156-165.
    雷志勇, 龚云丽, 杜善周,等. 接种丛枝菌根真菌对露天矿区不同配比沙土与黏土的培肥效应分析[J]. 环境工程, 2019, 37(1): 172-175

    ,112.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (98) PDF downloads(2) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return