Surface soil moisture retrieval using muti-temporal Sentinel-1 SAR data in karst rocky desertification area
投稿时间:2019-10-15  修订日期:2020-05-07  download
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陈全 贵州师范大学地理与环境科学学院/喀斯特研究院 
周忠发 贵州师范大学地理与环境科学学院/喀斯特研究院 
王玲玉 贵州师范大学地理与环境科学学院/喀斯特研究院  
但雨生 贵州师范大学地理与环境科学学院/喀斯特研究院  
汤云涛 贵州师范大学地理与环境科学学院/喀斯特研究院  
Abstract:Soil moisture is the core component that links the earth's surface water cycle, energy cycle and biogeochemical cycle, and it is also the key parameter to study the ecosystem in karst rocky desertification area. The aim of this study was to retrieve the soil moisture with multi-temporal Sentinel-1 C-band SAR data and observation equations were constructed by using the Alpha approximation model over karst rocky desertification area. Then the spatial and temporal variation characteristics and the error influencing factors of the soil moisture retrieval results were analyzed. It is found that the overall change trend of soil moisture in the observation period is highly consistent with the trend of rainfall change. The maximum value of soil moisture and the degree of spatial heterogeneity in karst rocky desertification area are significantly higher than those in non-rocky desertification area. The results were validated using ground measurements on one acquisition date, with root mean squared error (RMSE) value of 0.059 cm3/cm3 and mean bias value of 0.026 cm3/cm3. The method of retrieval of soil moisture by Alpha approximate model is applicable in karst rocky desertification area, the mixed pixel problem caused by the surrounding complex habitat conditions of the surface soil is the main influencing factor of inversion error. These results can provide reference for obtaining soil moisture under mountain complex environment by multi-temporal observation method, and provide support for ecosystem restoration and ecological industry development in karst rocky desertification area.
keywords:soil moisture  Synthetic aperture radar  muti-temporal  inversion  karst rocky desertification area
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