A spectral index for land degradation mapping using ASTER data: Application to a semi-arid Mediterranean catchment |
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| Institution: | 1. Department of Earth and Marine Sciences (DISTEM), University of Palermo, Via Archirafi 22, 90123 Palermo, Italy;2. Department of Agricultural and Forestry Sciences, University of Palermo, Viale delle Scienze, 90128 Palermo, Italy;1. USDA-ARS, U.S. Salinity Laboratory, Riverside, CA, United States;2. Department of Environmental Sciences, University of California, Riverside, CA, United States |
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| Abstract: | Flagrant soil erosion in Morocco is an alarming sign of soil degradation. Due to the considerable costs of detailed ground surveys of this phenomenon, remote sensing is an appropriate alternative for analyzing and evaluating the risks of the expansion of soil degradation. In this paper, we characterize the state of land degradation in a small Mediterranean watershed using Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) data and ground-based spectroradiometric measurements. The two visible, the near-infrared and six shortwave infrared bands of the above sensor were calibrated using ground measurements of the spectral reflectance. Field measurements were carried out in the Saboun experimental basin located in the marl soil region of the Moroccan western Rif. The study leads to the development and evaluation of a new spectral approach to express land degradation. This index called Land degradation index (LDI) is based on the concept of the soil line derived from spectroradiometric ground measurements. In this study, we compare LDI and the spectral angle mapping (SAM) approaches to assess and map land degradation. Results show that LDI provides more accurate results for mapping land degradation (Kappa = 0.79) when compared to the SAM method (Kappa = 0.61). Validation and evaluation of the results are based on the thematic maps derived from the ground data (organic matter, clay, silt and sand) by kriging, DEM, slope gradient and photointerpretation. |
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| Keywords: | Land degradation Land degradation index (LDI) ASTER Spectral angle mapping (SAM) ASD and spectroradiometry Morocco Erosion |
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