Repeatability analysis of airborne electromagnetic surveys.

Mathematics-in-industry case studies Pub Date : 2017-01-01 Epub Date: 2016-09-09 DOI:10.1186/s40929-016-0008-1
Avril Hegarty, Gerry Stanley, Eugene Kashdan, Jim Hodgson, Andrew C Parnell
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引用次数: 2

Abstract

Purpose: We provide methods for determining the repeatability of airborne electromagnetic surveys when conducted at different altitudes over a number of repeated flights. Our data arise from the TELLUS project carried out by the Geological Surveys of Ireland and Northern Ireland and we examine the repeatability of the apparent resistivity at different frequencies.

Methods: After considering a number of issues with the data, we propose two different models from the functional data analysis literature; a Weiner process with random effects, and a penalised spline smoother.

Results: Both methods arrive at the same conclusion regarding repeatability of the data; results obtained are more repeatable for flights at lower altitudes.

Conclusions: The target altitude for aircraft carrying out airborne electromagnetic surveys should be as low as possible.

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航空电磁测量的重复性分析。
目的:我们提供了在不同高度进行多次重复飞行时确定机载电磁测量可重复性的方法。我们的数据来自爱尔兰和北爱尔兰地质调查局开展的TELLUS项目,我们检查了不同频率下视电阻率的可重复性。方法:在考虑了数据的一些问题后,我们从功能数据分析文献中提出了两种不同的模型;一个带有随机效应的Weiner过程和一个惩罚样条平滑器。结果:两种方法对数据的重复性得出相同的结论;所获得的结果在较低高度的飞行中更容易重复。结论:飞机进行航空电磁测量时应尽量降低目标高度。
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