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三波长方法在 SAGE III/ISS 气溶胶消光数据集用于气溶胶-云的区分。

Three-wavelength approach for aerosol-cloud discrimination in the SAGE III/ISS aerosol extinction dataset.

出版信息

Appl Opt. 2023 May 1;62(13):3454-3466. doi: 10.1364/AO.485466.

Abstract

The tropical upper troposphere and lower stratosphere (UTLS) region is dominated by aerosols and clouds affecting Earth's radiation budget and climate. Thus, satellites' continuous monitoring and identification of these layers is crucial for quantifying their radiative impact. However, distinguishing between aerosols and clouds is challenging, especially under the perturbed UTLS conditions during post-volcanic eruptions and wildfire events. Aerosol-cloud discrimination is primarily based on their disparate wavelength-dependent scattering and absorption properties. In this study, we use aerosol extinction observations in the tropical (15°N-15°S) UTLS from June 2017 to February 2021, available from the latest generation of the Stratospheric Aerosol and Gas Experiment (SAGE) instrument-SAGE III onboard the International Space Station (ISS) to study aerosols and clouds. During this period, the SAGE III/ISS provided better coverage over the tropics at additional wavelength channels (relative to previous SAGE missions) and witnessed several volcanic and wildfire events that perturbed the tropical UTLS. We explore the advantage of having an extinction coefficient at an additional wavelength channel (1550 nm) from the SAGE III/ISS in aerosol-cloud discrimination using a method based on thresholds of two extinction coefficient ratios, (520 nm/1020 nm) and (1020 nm/1550 nm). This method was proposed earlier by Kent et al. [Appl. Opt.36, 8639 (1997)APOPAI0003-693510.1364/AO.36.008639] for the SAGE III-Meteor-3M but was never tested for the tropical region under volcanically perturbed conditions. We call this method the Extinction Color Ratio (ECR) method. The ECR method is applied to the SAGE III/ISS aerosol extinction data to obtain cloud-filtered aerosol extinction coefficients, cloud-top altitude, and seasonal cloud occurrence frequency during the entire study period. Cloud-filtered aerosol extinction coefficient obtained using the ECR method revealed the presence of enhanced aerosols in the UTLS following volcanic eruptions and wildfire events consistent with the Ozone Mapping and Profiler Suite (OMPS) and space-borne lidar-Cloud-Aerosol Lidar with Orthogonal Polarization (CALIOP). The cloud-top altitude obtained from the SAGE III/ISS is within 1 km of the nearly co-located observations from OMPS and CALIOP. In general, the seasonal mean cloud-top altitude from the SAGE III/ISS events peaks during the December, January, and February months, with sunset events showing higher cloud tops than the sunrise events, indicating the seasonal and diurnal variation of the tropical convection. The seasonal altitude distribution of cloud occurrence frequency obtained from the SAGE III/ISS also agrees well with CALIOP observations within 10%. We show that the ECR method is a simple approach that relies on thresholds independent of the sampling period, providing cloud-filtered aerosol extinction coefficients uniformly for climate studies irrespective of the UTLS conditions. However, since the predecessor of SAGE III did not include a 1550 nm channel, the usefulness of this approach is limited to short-term climate studies after 2017.

摘要

热带高层对流层和平流层下部(UTLS)区域主要由气溶胶和云团组成,这些气溶胶和云团影响着地球的辐射收支和气候。因此,卫星对这些层的连续监测和识别对于量化它们的辐射影响至关重要。然而,区分气溶胶和云团具有挑战性,尤其是在火山爆发和野火事件后 UTLS 受到干扰的情况下。气溶胶-云团的区分主要基于它们在不同波长下的散射和吸收特性的差异。

在本研究中,我们使用了 2017 年 6 月至 2021 年 2 月期间从最新一代的 Stratospheric Aerosol and Gas Experiment(SAGE)仪器-SAGE III 上获得的热带(15°N-15°S)UTLS 的气溶胶消光观测数据,该仪器位于国际空间站(ISS)上,用于研究气溶胶和云团。在此期间,SAGE III/ISS 提供了更多的热带地区覆盖范围,并在额外的波长通道中(与之前的 SAGE 任务相比)提供了更好的覆盖范围,同时还见证了几次火山爆发和野火事件,这些事件干扰了热带 UTLS。

我们使用基于两个消光系数比(520nm/1020nm 和 1020nm/1550nm)的阈值的方法,探索了 SAGE III/ISS 中额外的 1550nm 波长通道(1550nm)的消光系数在气溶胶-云团区分中的优势。该方法是由 Kent 等人[Appl. Opt.36, 8639(1997)APOPAI0003-693510.1364/AO.36.008639]提出的,用于 SAGE III-Meteor-3M,但从未在火山干扰条件下的热带地区进行过测试。我们称这种方法为消光颜色比(ECR)方法。我们将 ECR 方法应用于 SAGE III/ISS 气溶胶消光数据中,以获得整个研究期间云过滤后的气溶胶消光系数、云顶高度和季节性云出现频率。使用 ECR 方法获得的云过滤后的气溶胶消光系数揭示了火山爆发和野火事件后 UTLS 中增强的气溶胶的存在,这与臭氧绘图和剖面仪套件(OMPS)和星载激光雷达-气溶胶激光雷达与正交偏振(CALIOP)一致。从 SAGE III/ISS 获得的云顶高度与 OMPS 和 CALIOP 的近共定位观测结果相差 1km 以内。

一般来说,SAGE III/ISS 事件的季节性云顶高度峰值出现在 12 月、1 月和 2 月,日落事件的云顶高度高于日出事件,这表明了热带对流的季节性和日变化。从 SAGE III/ISS 获得的云出现频率的季节性高度分布也与 CALIOP 观测结果相差 10%以内。我们表明,ECR 方法是一种简单的方法,它依赖于与采样期无关的阈值,为气候研究提供了统一的云过滤后的气溶胶消光系数,而不受 UTLS 条件的影响。然而,由于 SAGE III 的前身不包括 1550nm 通道,因此该方法的实用性仅限于 2017 年之后的短期气候研究。

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