SMAP雷达的RFI研究

Samuel F. Chan, M. Spencer
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引用次数: 11

摘要

土壤湿度主动/被动(SMAP)任务的科学目标是从太空测量土壤湿度和冻结/解冻状态。该任务将在l波段进行主动雷达和被动辐射计测量,以获取土壤湿度。然而,一些研究表明,这些测量在几个地理位置容易受到射频干扰(RFI)。由于SMAP是一个全球任务,其任务寿命为3年,因此了解全球RFI及其时间行为对SMAP来说至关重要。为了减轻RFI,将会对仪器系统设计和地面数据处理产生影响。在本文中,将介绍执行该RFI研究的策略和程序,并描述利用ALOS PALSAR数据中观察到的RFI的一些结果。观察到的RFI的性质被表征,并表明一些波段相对没有RFI。SMAP雷达系统将使用1 MHz带宽,可以放置在这些建议的“清晰”频率范围内。ALOS PALSAR数据覆盖了为主动l波段遥感分配的80 MHz中的28 MHz。此外,使用整个80mhz分配的UAVSAR数据的初步分析表明,整个频段上RFI的相对严重程度。提出了一种去除RFI的算法,并对ALOS PALSAR和UAVSAR的部分数据进行了性能验证。
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RFI study for the SMAP radar
The Soil Moisture Active/Passive (SMAP) mission has the scientific objective of measuring both soil moisture and freeze/thaw state from space. The mission will make both active radar and passive radiometer measurements at L-Band in order to retrieve soil moisture. Some studies, however, indicated that these measurements are susceptible to radio frequency interference (RFI) in several geographic locations. As SMAP is a global mission and its mission life is 3 years, it is crucial for SMAP to understand the RFI over the whole globe and its temporal behavior. There will be impacts to the instrument system design and ground data processing in order to mitigate RFI. In this paper, strategies and procedures for performing this RFI study will be presented, and some results utilizing the RFI observed in the ALOS PALSAR data are described. The nature of the observed RFI is characterized and suggests some bands are relative free of RFI. The SMAP radar system will use a 1 MHz bandwidth, which can be placed within these suggested “clear” frequencies. The ALOS PALSAR data covers 28 MHz within the 80 MHz allocated for active L-Band remote sensing. In addition, an initial analysis with UAVSAR data, which uses the entire 80 MHz allocation, indicates the relative severity of RFI over the whole band. An algorithm to remove RFI is suggested and its performance is shown for some data from ALOS PALSAR and UAVSAR.
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