Zribi, M and Foucras, M and Baghdadi, N and Demarty, J and Muddu, S (2021) A New Reflectivity Index for the Retrieval of Surface Soil Moisture from Radar Data. In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14 . pp. 818-826.
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Abstract
A new approach based on the change detection technique is proposed for the estimation of surface soil moisture (SSM) from a time series of radar measurements. A new index of reflectivity (IR) is defined that uses radar signals and Fresnel coefficients. This index is equal to 0 in the case of the smallest value of the Fresnel coefficient, corresponding to the driest conditions and the weakest radar signal, and is equal to 1 for the highest value of the Fresnel coefficient, corresponding to the wettest soil conditions and the strongest radar signal. The integrated equation model is used to simulate the behavior of radar signals as a function of soil moisture and roughness. This approach validates the greater usefulness of the IR compared with that of the commonly used index of SSM (ISSM), which assumes that the SSM varies linearly as a function of radar signal strength. The IR-based approach was tested using Sentinel-1 radar data recorded over three regions: Banizombou (Niger), Merguellil (Tunisia), and Occitania (France). The IR approach was found to perform better for the estimation of SSM than the ISSM approach based on comparisons with ground measurements over bare soils. © 2008-2012 IEEE.
| Item Type: | Journal Article |
|---|---|
| Publication: | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
| Publisher: | Institute of Electrical and Electronics Engineers Inc. |
| Additional Information: | The copyright of this article belongs to Institute of Electrical and Electronics Engineers Inc. |
| Keywords: | Radar; Reflection; Soil moisture; Soil surveys, Change detection; Fresnel coefficient; Ground measurements; Integrated equations; New approaches; Radar signals; Soil conditions; Surface soil moisture, Radar measurement |
| Department/Centre: | Division of Mechanical Sciences > Civil Engineering |
| Date Deposited: | 27 Jan 2021 11:30 |
| Last Modified: | 27 Jan 2021 11:30 |
| URI: | http://eprints.iisc.ac.in/id/eprint/67824 |
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