A spectral index for land degradation mapping using ASTER data: Application to a semi-arid Mediterranean catchment
- 作者：Chikhaoui ; Mohamed ; Bonn ; Ferdinand ; Bokoye ; Amadou Idrissa ; Merzouk ; Abdelaziz
- 关键词：Land degradation ; Land degradation index (LDI) ; ASTER ; Spectral angle mapping (SAM) ; ASD and spectroradiometry ; Morocco ; Erosion
- 刊名：International Journal of Applied Earth Observations and Geoinformation
- 出版年：2005
- 期刊代码：91_03032434
- 类别：ear
- 出版时间：August, 2005
- 卷：7
- 期：2
- 页码：140-153
- 文件大小：544 K
摘要
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.