SAR土壤水分反演中的介电常数实部简化模型
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中国科学院对地观测与数字地球科学中心,中国科学院对地观测与数字地球科学中心,中国科学院对地观测与数字地球科学中心,中国科学院对地观测与数字地球科学中心

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973项目(2010CB951403,2009CB723901),863项目(2011AA120403),国家自然科学基金(41101391)资助


A simplified model of the real part of the soil dielectric constant for soil moisture estimation from SAR image
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Center for Earth Observation and Digital Earth Chinese Academy of Sciences,Center for Earth Observation and Digital Earth Chinese Academy of Sciences,Center for Earth Observation and Digital Earth Chinese Academy of Sciences,Center for Earth Observation and Digital Earth Chinese Academy of Sciences

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    摘要:

    利用Dobson半经验模型建立模拟数据库,用建立的模拟数据库对Hallikainen关系式进行最小二乘回归,标定其在这些关键频点下的系数并进行适当改进,最终建立了介电常数实部与土壤体积含水量关系的简化模型。对建立的简化模型进行验证和对比,结果表明,简化模型在精度上优于Hallikainen经验模型,并且与复杂的Dobson半经验模型相比,具有良好的精度和实用性.

    Abstract:

    A simulated database build with the Dobson semi-empirical model was fitted to the Hallikainen formula by the least square regression method. The coefficients at key frequency points of the L/S/C/X-band were calibrated with some improvement. The simplified model between the real part of the dielectric constant and the soil volumetric moisture content was established. It was validated and compared with other models. The results show that the simplified model has better accuracy than the Hallikainen empirical model, and also has good accuracy and practicality compared with the complex Dobson semi-empirical model.

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曾江源,李 震,陈 权,毕海芸. SAR土壤水分反演中的介电常数实部简化模型[J].红外与毫米波学报,2012,31(6):556~562]. ZENG Jiang-Yuan, LI Zhen, CHEN Quan, BI Hai-Yun. A simplified model of the real part of the soil dielectric constant for soil moisture estimation from SAR image[J]. J. Infrared Millim. Waves,2012,31(6):556~562.]

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  • 收稿日期:2011-12-15
  • 最后修改日期:2012-07-14
  • 录用日期:2012-02-06
  • 在线发布日期: 2012-11-21
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