A new portable electrical impedance tomography system for measuring two-dimensional stem water content distribution

被引:3
作者
Zhu, Yufan [1 ]
Fan, Jize [1 ]
Xu, Qiang [1 ]
Xiang, Yang [1 ]
Huang, Lan [1 ]
Wang, Zhongyi [1 ]
Yan, Xiaofei [2 ]
Du, Taisheng [3 ]
Cheng, Qiang [1 ]
机构
[1] China Agr Univ, Coll Informat & Elect Engn, Beijing 100083, Peoples R China
[2] Beijing Forestry Univ, Sch Technol, Beijing 100083, Peoples R China
[3] China Agr Univ, Ctr Agr Water Res China, Beijing 100083, Peoples R China
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
Stem water content distribution; Electrical impedance tomography; Optimal frequency; Temperature correction; In vivo measurement; DIURNAL CHANGES; TREES; DENSITY; STORAGE; STRESS; SOIL;
D O I
10.1016/j.agrformet.2022.109161
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Stem water content (StWC) is an important parameter for characterizing plant-water relations. Most sensors and methods can measure only one-dimensional StWC, and those measuring two-dimensional (2D) StWC distribu-tions are expensive. In this study, we developed a low-cost and portable electrical impedance tomography (EIT) system to measure 2D StWC distributions in vivo. The performance of the EIT system was tested in a laboratory setting. An analog stem made of gypsum and two true stems cut from apple trees were used to calibrate the relationship between the average StWC (0v) and average change in electrical conductivity (Delta u) determined by the EIT system during the stepwise drying procedure. Evaporation experiments were conducted in the laboratory with hollow analog and cut stems to detect variations in StWC (Delta 0v) and its 2D distribution. Finally, the EIT system was installed in an apple tree for the in vivo monitoring of the diurnal variation of the 2D StWC dis-tribution. The results indicated that the optimal measurement frequency of the EIT system was 47 kHz. After correcting for the effect of temperature, the average relative error of the measurement was reduced (approxi-mately 80.21%). The effective height of the volume sensitivity of the EIT system was approximately 6 cm. The relationship between 0v and Delta u showed a strong positive correlation, with all R2 values higher than 0.9808 for the analog stem and two cut stems. Moreover, the actual and EIT-estimated 0v of the analog and cut stems during the evaporation experiments agreed well (R2 = 0.9367 and 0.9610, respectively), which validated the feasibility of the EIT system for StWC measurements. Furthermore, the in vivo EIT-estimated Delta 0v distribution of the apple tree was highly consistent with the regulation of diurnal variation in StWC in a greenhouse under irrigation and drought stress conditions. The new portable EIT system was able to measure the 2D StWC distribution and has great potential for application in drought monitoring of plant in the near future.
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页数:9
相关论文
共 41 条
  • [1] Ai PengRi Ai PengRi, 2016, Water Saving Irrigation, P11
  • [2] Non-destructive assessment of internal decay in three hardwood species of northeastern North America using sonic and electrical impedance tomography
    Brazee, Nicholas J.
    Marra, Robert E.
    Goecke, Lothar
    Van Wassenaer, Phillip
    [J]. FORESTRY, 2011, 84 (01): : 33 - 39
  • [3] BROUGH DW, 1986, PLANT CELL ENVIRON, V9, P1
  • [4] In-situ and non-invasive measurement of stem water content of trees using an innovative interdigitated-electrodes dielectric sensor less susceptible to stem diameter variation
    Cheng, Xianglin
    Yan, Xiaofei
    Grantz, David A.
    Xiang, Yang
    de Oliveira, Ricardo F.
    Huang, Lan
    Wang, Zhongyi
    Du, Taisheng
    Cheng, Qiang
    [J]. AGRICULTURAL AND FOREST METEOROLOGY, 2021, 307
  • [5] Electrical impedance tomography as a tool for phenotyping plant roots
    Corona-Lopez, Diego D. J.
    Sommer, Sarah
    Rolfe, Stephen A.
    Podd, Frank
    Grieve, Bruce D.
    [J]. PLANT METHODS, 2019, 15 (1)
  • [6] Coskun Z, 2014, ACTA HORTIC, V1038, P511
  • [7] Davidson JL, 2007, IFMBE PROC, V17, P376
  • [8] MRI links stem water content to stem diameter variations in transpiring trees
    De Schepper, Veerle
    van Dusschoten, Dagmar
    Copini, Paul
    Jahnke, Siegfried
    Steppe, Kathy
    [J]. JOURNAL OF EXPERIMENTAL BOTANY, 2012, 63 (07) : 2645 - 2653
  • [9] Dimas C, 2018, 2018 7TH INTERNATIONAL CONFERENCE ON MODERN CIRCUITS AND SYSTEMS TECHNOLOGIES (MOCAST)
  • [10] Measurement-Based Domain Parameter Optimization in Electrical Impedance Tomography Imaging
    Dusek, Jan
    Mikulka, Jan
    [J]. SENSORS, 2021, 21 (07)