高光谱影像在不同尺度西班牙农业半干旱地区土壤侵蚀阶段空间评价中的潜力

S. Chabrillat, R. Milewski, T. Schmid, Manuel Rodríguez, P. Escribano, M. Pelayo, A. Palacios-Orueta
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引用次数: 9

摘要

本研究的重点是西班牙中部马德里附近的半干旱农业区,在那里获得了机载高光谱图像。小规模的土壤侵蚀特征暴露在地表,这是人类引起的主要由耕作引起的土壤侵蚀的结果。这些特征与不同的土壤层和岩石露头有关,具有不同的物理和化学特征。结果表明,基于高空间分辨率的光谱数据,可以在选定的试验点上实现与土壤侵蚀和沉积阶段相关的不同土壤表面层位的识别和制图。结合野外验证数据和地貌分析,土壤侵蚀和沉积阶段的空间映射与该地区实施的土壤侵蚀模型相一致。在3米、6米和30米的初步多尺度分析表明,由于代表表层土壤的不同土壤层在小尺度上的变异性,传感器视场中空间混合的增加会产生影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Potential of hyperspectral imagery for the spatial assessment of soil erosion stages in agricultural semi-arid Spain at different scales
This research focuses on a semi-arid, agricultural area in Central Spain near Madrid, in which airborne hyperspectral images have been obtained. Small-scale soil erosion features are exposed at the surface as a consequence of human induced soil erosion derived mainly from tillage practice. Such features are associated with different soil horizons and rock outcrops with contrasted physical and chemical characteristics. Results show that the identification and mapping of different soil surface horizons linked to soil erosion and depositional stages can be achieved over selected test sites based on the spectroscopy data at high spatial resolution. Linked with field validation data and geomorphological analyses, the spatial mapping of the soil erosion and depositional stages is consistent with the soil erosion models implemented for the region. Preliminary multiscale analyses at 3 m, 6 m, and 30 m show the effect of increasing spatial mixing in the field-of-view of the sensor due to the variability at small scale of the different soil horizons representing the surface topsoil.
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