ECH2O EC-5水分传感器测定沙地土壤含水率的可靠性
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国家基础科学发展计划(973)项目“沙区土壤水分时空分布格局与区域分异规律”(2013CB429901)


Reliability of ECH2O EC-5 Sensor in Measuring Sandy Soil Water Content
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    摘要:

    [目的] 对ECH2O EC-5土壤水分传感器测定科尔沁沙地土壤含水率的可靠性进行验证。[方法] 以烘干法测定数据为基准值,采用回归分析方法建立ECH2O EC-5水分传感器测定沙地土壤含水率的校正方程,并用独立的样本进行验证。[结果] ECH2O EC-5水分传感器测定值与烘干法测定值之间具有很好的线性回归关系(R2=0.96),呈显著正相关(p<0.01);验证结果显示,ECH2O EC-5土壤水分传感器测定值经回归方程校正后与基准值之间的均方根误差(RMSE)、相对均方根误差(RRMSE)分别为0.38%和6.29%。[结论] ECH2O EC-5土壤水分传感器测定的沙地土壤水分值准确度较高,具有很高的可靠性。

    Abstract:

    [Objective] The soil water content in Horqin sandy land was measured by ECH2O EC-5 sensor to validate the reliability of the sensor. [Methods] Values obtained by weighting method was compared with the ones of ECH2O EC-5 sensor measurement, and calibrated with regression analysis. [Results] The equation of water correction between the values of weighting method and the ones of sensor measurement for the sandy land was a linear function(R2=0.96, p<0.01). The validation results showed that the root mean square error(RMSE) and relative root mean square error(RRMSE) between the soil water contents predicted by regression equation and the contrast standard values were 0.38%, 6.29%, respectively. [Conclusion] Soil water contents measured by ECH2O EC-5 sensor for sandy land were accurate and reliable.

    参考文献
    [1] 伍永秋,刘宝元,Erikvanden E,等.黄土高原土壤水分的自动监测:TDR系统及其应用[J].水土保持学报,2001,15(2):108-111.
    [2] 蒋进,王雪芹,雷加强.古尔班通古特沙漠工程防护体系内土壤水分变化规律[J].水土保持学报,2003,17(3):74-77.
    [3] 郭卫华,李波,张新时,等.FDR系统在土壤水分连续动态监测中的应用[J].干旱区研究,2003,20(4):247-251.
    [4] 李晓娟,曾德超.TDR在监测土壤水分动态变化中的应用[J].计算机与农业,1999(4):14-15.
    [5] 时新玲,王国栋.土壤含水量测定方法研究进展[J].中国农村水利水电,2003(10):84-86.
    [6] 高国治,张斌,张桃林,等.时域反射法(TDR)测定红壤含水量的精度[J].土壤,1998,30(1):48-50.
    [7] 陈洪松,邵明安.中子仪的标定及其在坡地土壤水分测量中的应用[J].干旱地区农业研究,2003,21(2):68-71.
    [8] 马孝义,熊运章,王庆玺,等.智能化田间土壤水分测定仪的研制[J].水土保持通报,1995,15(1):32-38.
    [9] Topp G C, Davis J L, Annan A P. Electromagnetic determination of soil water content: Measurements in coaxial transmission lines [J]. Water Resources Research, 1980,16(3):574-582.
    [10] Devices D. Operator's manual for Models EC-20, EC-10, and EC-5. Version2.2[M]. Pullman, W A: Decagon Devices, 2006.
    [11] 张军红,吴波,杨文斌,等.半干旱沙地3种土壤水分测定方法对比研究[J].水土保持通报,2012,32(2):147-149.
    [12] 张军红,吴波,杨文斌等.不同演替阶段油蒿群落土壤水分特征分析[J].中国沙漠,2012,32(6):1597-1603.
    [13] Sakaki T, Limsuwat A, Smits K M, et al. Empirical two-pointα-mixing model for calibrating the ECH2O EC-5 soil moisture sensor in sands [J]. Water Resources Research, 2008,44(4):1-8.
    [14] Wu Bo, Han Haiyan, He Ji, et al. Field-Specific Calibration and Evaluation of ECH2O EC-5 Sensor for Sandy Soils [J]. Soil Science Society of America Journal, 2014,78(1):70-78.
    [15] 焦树仁.彰武沙地改良与利用研究[M].辽宁 沈阳:辽宁大学出版社,2012.
    [16] 崔利强,吴波,杨文斌,等.毛乌素沙地东南缘不同植被盖度下土壤水分特征分析[J].干旱区资源与环境,2010,24(2):177-182.
    [17] Parsons L R, Bandaranayake W M. Performance of a new capacitance soil moisture probe in a sandy soil [J]. Soil Science Society of America Journal, 2009,73(4):1378-1385.
    [18] 姚小英,王澄海,蒲金涌,等.甘肃黄土高原地区土壤水热特征分析研究[J].土壤通报,2006,37(4):66-67.
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何修道,王立,党宏忠,韩辉,吕文强. ECH2O EC-5水分传感器测定沙地土壤含水率的可靠性[J].水土保持通报,2016,36(4):68-71,77

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  • 收稿日期:2015-09-01
  • 最后修改日期:2015-09-25
  • 在线发布日期: 2016-09-21