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Application of spectral mixture modelling to the regional assessment of land degradation: A case study from basilicata, Italy

โœ Scribed by X. Zhou; S. Folving


Publisher
John Wiley and Sons
Year
1994
Tongue
English
Weight
958 KB
Volume
5
Category
Article
ISSN
1085-3278

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โœฆ Synopsis


Abstract

Mapping and monitoring of land degradation processes such as soil erosion has become an important task for both agricultural and environmental planners. The potential of using SPOTโ€HRV data for assessing the types of soil erosion and land degradation is obvious. The spectral information and the spatial resolution of the multispectral data allow a high accuracy in local mapping and rapid regional assessment.

In Basilicata, southern Italy, spectral mixture modelling (endโ€member techniques) has been applied to extract relevant information for assessing soil erosion. This method allows an estimate of the proportion of surface cover types (endโ€members) within the pixel. From the data sets average spectral responses were extracted for growing vegetation, nonโ€green sclerophylous vegetation mixed with dry grasses and bare soil. Using these spectra as endโ€members in the model, it was possible to decompose the spectral information of all pixels into the three surface components, giving the percentage cover of the three types within every pixel. Classification of the pixels according to the percentage of surface cover or bare soil allows an assessment of erosion or erosion risk.


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