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The measurement of snow depth and snow water equivalence in a Victorian alpine region using remote sensing

机译:利用遥感技术测量维多利亚高寒地区的积雪深度和雪水当量

摘要

Snow is an important source of water. However, data is often lacking on the water content (snow water equivalence – SWE), extent and depth of the seasonal snow cover. This thesis presents research that determined the amount of water in a snow pack from snow depth and SWE in an areal manner using remote sensing and photogrammetry. Five field campaigns were undertaken within the Falls Creek Ski Resort, over 18 months, to establish a framework of positional points, collect snow data and acquire aerial imagery. A GPS survey was completed concurrent with the image capture of snow-covered terrain to obtain appropriate validation points of the snow surface and to coordinate photo control. Spectral reflectance measurements, supported by manual sampling of the snow surface, were collected in conjunction with snow surface GPS measurements. Digital photogrammetric methods were used to create digital elevation models (DEMs) of the snow surface and the terrain. The digital aerial photography was acquired with a ground sample distance of 8 cm. Derived DEM values have been consistently higher than GPS elevations (mean differences of 15 cm; standard deviation of 8 cm). Spectral reflectance signatures were used to infer the properties of snow, such as snow grain size. A prominent absorption feature (~1030 nm) of the snow reflectance was found to be highly correlated with grain size (r = 0.71, p &0.05) allowing for the estimation of SWE, at least for the snow surface. The potential of this methodology is to allow for the automated estimation of both snow depth and water content at a landscape scale.
机译:雪是水的重要来源。但是,通常缺乏有关含水量(雪水当量– SWE),季节性积雪的程度和深度的数据。本论文提出了利用遥感和摄影测量技术以面积的方式根据积雪深度和SWE确定积雪中水含量的研究。在18个月的时间内,在福尔斯克里克滑雪胜地内进行了五次野战,以建立定位点的框架,收集积雪数据并获取航空影像。在对积雪覆盖的地形进行图像捕获的同时,完成了GPS测量,以获取雪面的适当验证点并协调照片控制。在雪面手动采样的支持下,光谱反射率测量值与雪面GPS测量值一起被收集。数字摄影测量方法用于创建雪面和地形的数字高程模型(DEM)。以8厘米的地面采样距离获取了数字航空摄影。派生的DEM值一直高于GPS高程(平均差为15 cm;标准差为8 cm)。光谱反射签名用于推断雪的性质,例如雪粒大小。发现雪反射率的突出吸收特征(〜1030nm)与晶粒尺寸高度相关(r = 0.71,p <0.05),从而允许至少对于雪表面的SWE的估计。这种方法的潜力是可以在景观规模上自动估算雪深和含水量。

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    Lee C;

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  • 年度 2010
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