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利用ASAR图像监测土壤含水量和小麦覆盖度
  • ISSN号:1007-4619
  • 期刊名称:《遥感学报》
  • 时间:0
  • 分类:TP722.6[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1]北京师范大学地理学与遥感科学学院遥感与地理信息系统研究中心,北京100875, [2]国家农业信息化工程技术研究中心,北京100089, [3]遥感科学国家重点实验室,北京100875, [4]Center for Remote Sensing, Boston University, MA 02215, USA
  • 相关基金:国家科技攻关项目(2004BA617B-5)和国家自然科学基金项目(40471093)资助.
中文摘要:

以高级合成孔径雷达(ASAR)影像数据和地面实测数据为基础,分析了裸土、低覆盖(覆盖度为0.2左右)冬小麦麦地的后向散射与土壤含水量、地表粗糙度及小麦覆盖度之间的关系,探讨了裸土和冬小麦麦地土壤含水量及小麦覆盖度的反演方法。分析结果表明:①裸土后向散射系数受地表粗糙度和土壤质地的综合影响较大,裸土的后向散射和土壤含水量正相关关系未达显著,反演裸土土壤含水量必须考虑这两个因素的影响。②冬小麦麦地两种极化后向散射对土壤含水量和小麦覆盖度的敏感性差异明显。由于小麦植株与土壤的水平同极化后向散射差异较大,水平极化后向散射系数和小麦覆盖度及土壤含水量相关性达到显著;冬小麦麦地的垂直同极化后向散射对土壤含水量较敏感,垂直极化后向散射系数和土壤含水量的相关性达到显著,但与小麦覆盖度的相关性相对较低。据此,利用冬小麦麦地的两个同极化后向散射系数,建立了后向散射系数与土壤含水量和小麦覆盖度之间的关系模型,实现了小麦覆盖度和冬小麦覆盖下的土壤含水量反演。验证结果表明:土壤含水量和小麦覆盖度反演结果与地面调查和测量结果一致。

英文摘要:

This paper focused on retrieving soil water content of bare and winter wheat planted field from ENVISAT ASAR image. The relationship between bare soil's back scattering coefficient and soil water content or land surface roughness was analyzed, and the relationship between winter wheat field's backscattering coefficient and soil water content or wheat coverage was also analyzed. The result have shown : ( 1 ) because bare soil's backscattering was greatly affected by land surface roughness and soil texture, the positive correlation existed between bare soil's backscattering and soil water content was not significant, therefore their effects must be considered in the retrieval of soil water content. (2) The difference of sensitivity of two polarization's backscattering to soil water content and wheat coverage was obvious. The difference of the horizontal polarization backscattering coefficients of winter wheat and bare soil was great. Therefore, the horizontal polarization backscattering coefficient was significantly correlated to wheat coverage and soil water content. The vertical polarization backscattering coefficient of winter wheat planted field was sensitive to soil water content. Therefore, the vertical polarization backscattering coefficients was significantly correlated to soil water content, but not significantly to wheat coverage. Combining two polarization backscattering coefficients of winter wheat field, the models between backscattering coefficients and soil water content or wheat coverage were built, and winter wheat coverage and soil water content under wheat canopy were obtained from ASAR image. As expected, the retrieved soil water content and wheat coverage are consisfent with those of field measurements.

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期刊信息
  • 《遥感学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学院
  • 主办单位:中国地理学会环境遥感分会 中国科学院遥感应用研究所
  • 主编:顾行发
  • 地址:北京市安外大屯路中国科学院遥感与地球研究所
  • 邮编:100101
  • 邮箱:jrs@irsa.ac.cn
  • 电话:010-64806643
  • 国际标准刊号:ISSN:1007-4619
  • 国内统一刊号:ISSN:11-3841/TP
  • 邮发代号:82-324
  • 获奖情况:
  • 中国期刊方阵“双效”期刊
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,波兰哥白尼索引,荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:16827