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Nonlinear regression method for estimating neutral wind and temperature from Fabry-Perot interferometer data

机译:从法布里-珀罗干涉仪数据估算中性风和温度的非线性回归方法

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摘要

The Earth's thermosphere plays a critical role in driving electrodynamic processes in the ionosphere and in transferring solar energy to the atmosphere, yet measurements of thermospheric state parameters, such as wind and temperature, are sparse. One of the most popular techniques for measuring these parameters is to use a Fabry-Perot interferometer to monitor the Doppler width and breadth of naturally occurring airglow emissions in the thermosphere. In this work, we present a technique for estimating upper-atmospheric winds and temperatures from images of Fabry-Perot fringes captured by a CCD detector. We estimate instrument parameters from fringe patterns of a frequency-stabilized laser, and we use these parameters to estimate winds and temperatures from airglow fringe patterns. A unique feature of this technique is the model used for the laser and airglow fringe patterns, which fits all fringes simultaneously and attempts to model the effects of optical defects. This technique yields accurate estimates for winds, temperatures, and the associated uncertainties in these parameters, as we show with a Monte Carlo simulation.
机译:地球的热圈在驱动电离层中的电动力学过程以及将太阳能传输到大气中起着至关重要的作用,但是对热圈状态参数(例如风和温度)的测量却很少。测量这些参数最流行的技术之一是使用Fabry-Perot干涉仪来监测热圈中自然发生的气辉发射的多普勒宽度和宽度。在这项工作中,我们提出了一种从CCD检测器捕获的Fabry-Perot条纹图像估计高空风和温度的技术。我们从稳频激光器的条纹图案估算仪器参数,并使用这些参数从气辉条纹图案估算风和温度。该技术的独特之处在于用于激光和气辉条纹图案的模型,该模型可以同时拟合所有条纹并尝试对光学缺陷的影响进行建模。如蒙特卡洛模拟所示,该技术可准确估计风,温度以及这些参数的相关不确定性。

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