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Amplitude change detection with ENVISAT asar to image the cultural landscape of the nasca region, Peru

机译:使用ENVISAT asar进行振幅变化检测,以反映秘鲁纳斯卡地区的文化景观

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摘要

Synthetic aperture radar (SAR) amplitude information from ENVISAT C-band advanced SAR (ASAR) data was used to analyse the cultural landscape of the Nasca region, southern Peru. A multispatial environmental analysis was performed over the whole drainage basin of the Rio Grande, by extracting the radar backscattering coefficient (σ~0) of both natural and anthropogenic features between 2003 and 2005. Co-registration of the ASAR scenes to a single master resulted in precisions of less than 0.1 pixels along both the range and azimuth directions. Four different products were generated based on the co-registered ASAR stack: (i) temporally averaged radar signatures of the targets between 2003 and 2005; (ii) time series of spatially averaged radar signatures within selected areas of interest; (iii) amplitude change detection products based on (iii) image ratios and (iv) RGB colour composites between different scenes. Comparisons of annual and seasonal records through amplitude change detection maps highlighted σ~0 changes over the floodplains of the Rio Ingenio and Rio Nazca, which correlate well with evidence from Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) data acquired in 2003, 2004 and 2007. Inferences about land use and soil conditions were retrieved from the σ0 change patterns, thereby proving the capability of this approach to support landscape evolution studies, even with SAR imagery of medium resolution (~30m). Our results also demonstrated actual potential for monitoring mass movements and land surface processes, to assess the susceptibility of archaeological heritage and cultural landscape to natural hazards.
机译:来自ENVISAT C波段高级SAR(ASAR)数据的合成孔径雷达(SAR)幅度信息用于分析秘鲁南部纳斯卡地区的文化景观。通过提取2003年至2005年之间自然和人为特征的雷达后向散射系数(σ〜0),对里奥格兰德州的整个流域进行了多空间环境分析。将ASAR场景共同注册到一个主机中沿范围和方位方向的精度均小于0.1像素。根据共同注册的ASAR堆栈生成了四种不同的产品:(i)2003年至2005年目标的时间平均雷达信号; (ii)选定感兴趣区域内的空间平均雷达信号的时间序列; (iii)基于(iii)图像比率和(iv)不同场景之间的RGB颜色合成的幅度变化检测产品。通过振幅变化检测图对年度和季节记录进行比较,突显了里约热内卢和纳斯卡河漫滩的σ〜0变化,这与2003年,2004年和2004年获得的先进星载热发射和反射辐射计(ASTER)数据的证据很好地相关。 2007年。从σ0变化模式中获得了有关土地利用和土壤条件的推论,从而证明了该方法即使在中等分辨率(〜30m)的SAR图像下也能够支持景观演化研究。我们的结果还证明了监测群众运动和地面过程,评估考古遗产和文化景观对自然灾害的敏感性的实际潜力。

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