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Global distributions, time series and error characterization of atmospheric ammonia (NH3) from IASI satellite observations

机译:IASI卫星观测的大气氨(NH 3 )的全球分布,时间序列和误差特征

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摘要

Ammonia (NH) emissions in the atmosphere have increased substantially over the past decades, largely because of intensive livestock production and use of fertilizers. As a short-lived species, NH is highly variable in the atmosphere and its concentration is generally small, except near local sources. While ground-based measurements are possible, they are challenging and sparse. Advanced infrared sounders in orbit have recently demonstrated their capability to measure NH, offering a new tool to refine global and regional budgets. In this paper we describe an improved retrieval scheme of NH total columns from the measurements of the Infrared Atmospheric Sounding Interferometer (IASI). It exploits the hyperspectral character of this instrument by using an extended spectral range (800-1200 cm) where NH is optically active. This scheme consists of the calculation of a dimensionless spectral index from the IASI level1C radiances, which is subsequently converted to a total NH column using look-up tables built from forward radiative transfer model simulations. We show how to retrieve the NH total columns from IASI quasi-globally and twice daily above both land and sea without large computational resources and with an improved detection limit. The retrieval also includes error characterization of the retrieved columns. Five years of IASI measurements (1 November 2007 to 31 October 2012) have been processed to acquire the first global and multiple-year data set of NH total columns, which are evaluated and compared to similar products from other retrieval methods. Spatial distributions from the five years data set are provided and analyzed at global and regional scales. In particular, we show the ability of this method to identify smaller emission sources than those previously reported, as well as transport patterns over the ocean. The five-year time series is further examined in terms of seasonality and interannual variability (in particular as a function of fire activity) separately for the Northern and Southern Hemispheres.
机译:在过去的几十年中,大气中的氨(NH)排放量已大大增加,这主要是由于密集的牲畜生产和化肥的使用。作为短命物种,NH在大气中变化很大,并且除了附近的本地来源外,其浓度通常很小。尽管可以进行基于地面的测量,但它们具有挑战性且稀疏。轨道上先进的红外测深仪最近展示了其测量NH的能力,为完善全球和地区预算提供了新工具。在本文中,我们从红外大气探测干涉仪(IASI)的测量结果中描述了一种改进的NH总柱检索方案。它通过使用扩展的光谱范围(800-1200 cm)(其中NH是光学活性的)来利用该仪器的高光谱特性。该方案包括从IASI level1C辐射度计算无量纲光谱指数,然后使用从正向辐射传递模型模拟建立的查找表将其转换为总NH柱。我们展示了如何从IASI准全球和每天两次在陆地和海洋上方检索NH总栏,而无需大量的计算资源并且具有改进的检测极限。检索还包括对检索到的列的错误表征。已处理了五年的IASI测量(2007年11月1日至2012年10月31日),以获取NH总柱的第一个全局和多年数据集,并对这些数据进行评估并与其他检索方法中的类似产品进行比较。提供了五年数据集的空间分布,并在全球和区域范围内进行了分析。特别是,我们展示了这种方法能够识别比以前报告的排放源更小的排放源以及海洋上的运输方式。分别根据北半球和南半球的季节性和年际变化(特别是作为火活动的函数)进一步研究了五年时间序列。

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