Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/j.jag.2005.01.002 |
A spectral index for land degradation mapping using ASTER data: Application to a semi-arid Mediterranean catchment | |
Chikhaoui, M; Bonn, F; Bokoye, AI; Merzouk, A | |
通讯作者 | Chikhaoui, M |
来源期刊 | INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
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ISSN | 0303-2434 |
出版年 | 2005 |
卷号 | 7期号:2页码:140-153 |
英文摘要 | 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. (c) 2005 Elsevier B.V. All rights reserved. |
英文关键词 | land degradation land degradation index (LDI) ASTER Spectral Angle Mapping (SAM) ASD and spectroradiometry Morocco erosion |
类型 | Article |
语种 | 英语 |
国家 | Canada ; Morocco |
收录类别 | SCI-E |
WOS记录号 | WOS:000231697700006 |
WOS关键词 | SPACEBORNE THERMAL EMISSION ; REFLECTION RADIOMETER ASTER ; VEGETATION INDEXES ; CALIFORNIA ; EROSION |
WOS类目 | Remote Sensing |
WOS研究方向 | Remote Sensing |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/149289 |
作者单位 | (1)Univ Sherbrooke, CARTEL, Sherbrooke, PQ J1K 2R1, Canada;(2)Rabat Inst, Dept Sci Sol, IAV Hassan 1, Rabat, Morocco |
推荐引用方式 GB/T 7714 | Chikhaoui, M,Bonn, F,Bokoye, AI,et al. A spectral index for land degradation mapping using ASTER data: Application to a semi-arid Mediterranean catchment[J],2005,7(2):140-153. |
APA | Chikhaoui, M,Bonn, F,Bokoye, AI,&Merzouk, A.(2005).A spectral index for land degradation mapping using ASTER data: Application to a semi-arid Mediterranean catchment.INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION,7(2),140-153. |
MLA | Chikhaoui, M,et al."A spectral index for land degradation mapping using ASTER data: Application to a semi-arid Mediterranean catchment".INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 7.2(2005):140-153. |
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