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Analysis of TerraSAR-X data sensitivity to bare soil moisture, roughness, composition and soil crust

机译:分析TerraSAR-X数据对裸露土壤水分,粗糙度,成分和土壤结皮的敏感性

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摘要

Soils play a key role in shaping the environment and in risk assessment. We characterized the soils of bare agricultural plots using TerraSAR-X (9.5. GHz) data acquired in 2009 and 2010. We analyzed the behavior of the TerraSAR-X signal for two configurations, HH-25° and HH-50°, with regard to several soil conditions: moisture content, surface roughness, soil composition and soil-surface structure (slaking crust).The TerraSAR-X signal was more sensitive to soil moisture at a low (25°) incidence angle than at a high incidence angle (50°). For high soil moisture (>25%), the TerraSAR-X signal was more sensitive to soil roughness at a high incidence angle (50°) than at a low incidence angle (25°).The high spatial resolution of the TerraSAR-X data (1. m) enabled the soil composition and slaking crust to be analyzed at the within-plot scale based on the radar signal. The two loamy-soil categories that composed our training plots did not differ sufficiently in their percentages of sand and clay to be discriminated by the X-band radar signal.However, the spatial distribution of slaking crust could be detected when soil moisture variation is observed between soil crusted and soil without crust. Indeed, areas covered by slaking crust could have greater soil moisture and consequently a greater backscattering signal than soils without crust.
机译:土壤在塑造环境和风险评估中起着关键作用。我们使用2009年和2010年获得的TerraSAR-X(9.5。GHz)数据对裸露农业土地的土壤进行了表征。我们针对两种配置(HH-25°和HH-50°)分析了TerraSAR-X信号的行为,在几种土壤条件下:水分含量,表面粗糙度,土壤成分和土壤表面结构(结皮)。低入射角(25°)的TerraSAR-X信号比高入射角对土壤水分的敏感性更高( 50°)。对于高土壤湿度(> 25%),TerraSAR-X信号在高入射角(50°)时对土壤粗糙度的敏感度要比在低入射角(25°)时更敏感.TerraSAR-X的高空间分辨率数据(1. m)可以根据雷达信号在地表范围内分析土壤成分和地壳。构成训练样地的两个壤土类别在沙子和粘土中的百分比差异不大,无法通过X波段雷达信号进行区分。但是,观察土壤水分变化时,可以检测到la壳的空间分布在结皮的土壤和没有结皮的土壤之间。实际上,与没有结皮的土壤相比,被结冰的外壳覆盖的区域可能具有更大的土壤湿度,因此具有更大的反向散射信号。

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