Himawari-8沿海浅水和浑浊水域AOD的高时间分辨率反演

IF 12.2 1区 地球科学 Q1 GEOGRAPHY, PHYSICAL
Yi Wang , Zibo You , Lunche Wang , Jun Wang , Meng Zhou , Minghui Tao , Jhoon Kim
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引用次数: 0

摘要

虽然实际使用的Himawar-8气溶胶反演产品(ARP)可以解析气溶胶载荷的日变化,但ARP的气溶胶光学深度(AOD)反演结果在浅海和浑浊沿海水域(STCW)明显高估,因为在反演过程中没有明确考虑离水辐射。利用STCW的2.3 μm离水辐射不显著的特点,利用2.3 μm大气顶(TOA)反射率和最近开放海洋像元的气溶胶特性,建立了Himawari-8沿海水体AOD反演方法。与STCW上异常大的ARP AOD检索不同,CW算法在亚洲的陆地、海岸和公海之间实现了平滑过渡,并根据沿海地区的变化将AOD检索次数增加了10%以上。对海洋气溶胶网络在STCW上的测量结果进行验证表明,65.5%的CW反演结果在预期误差包络内(±(0.05 + 15% AOD)),而ARP反演结果为56.5%,并且这种改进与观测几何形状和地形无关。此外,基于STCW的连续波AOD反演可以很好地捕捉气溶胶机器人网络观测到的日变化,而ARP则不能。从季节变化上看,东部STCW上空连续波AOD在春季增加,在6月达到峰值,而异常大的ARP AOD覆盖范围遵循浑浊沿海水域的时间变化规律,在冬季达到最大值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
First high temporal resolution retrievals of AOD over shallow and turbid coastal waters for Himawari-8
Although the operational Himawar-8 Aerosol Retrieval Product (ARP) can resolve diurnal variation of aerosol loading, the ARP Aerosol Optical Depth (AOD) retrievals are significantly overestimated over Shallow and Turbid Coastal Waters (STCW) as water-leaving radiance is not explicitly considered in the retrieval process. Taking the advantage that 2.3 μm water-leaving radiance from STCW is insignificant, we developed a Himawari-8 Coastal Water AOD retrieval approach (CW) by using 2.3 μm Top of Atmosphere (TOA) reflectance and the aerosol properties of the nearest open ocean pixel. Unlike the abnormally large ARP AOD retrievals over STCW, the CW algorithm yields a smooth transition among land, coast, and open ocean over Asia and increases the number of AOD retrievals by more than 10 %, depending on the variation of coastal regions. Validation against Marine Aerosol Network measurements over STCW show that 65.5 % of CW retrievals are within the expected error envelope (± (0.05 + 15 %AOD)), compared with 56.5 % for ARP, and this improvement is independent of observational geometry and terrain. Moreover, CW AOD retrievals over STCW can well capture the diurnal variation observed by Aerosol Robotic Network while ARP cannot. As to seasonal variation, CW AOD over the STCW of East China increases in spring and peaks in June, while the coverage of abnormally large ARP AOD follows the temporal change of turbid coastal waters area with a maximum occurring in winter.
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来源期刊
ISPRS Journal of Photogrammetry and Remote Sensing
ISPRS Journal of Photogrammetry and Remote Sensing 工程技术-成像科学与照相技术
CiteScore
21.00
自引率
6.30%
发文量
273
审稿时长
40 days
期刊介绍: The ISPRS Journal of Photogrammetry and Remote Sensing (P&RS) serves as the official journal of the International Society for Photogrammetry and Remote Sensing (ISPRS). It acts as a platform for scientists and professionals worldwide who are involved in various disciplines that utilize photogrammetry, remote sensing, spatial information systems, computer vision, and related fields. The journal aims to facilitate communication and dissemination of advancements in these disciplines, while also acting as a comprehensive source of reference and archive. P&RS endeavors to publish high-quality, peer-reviewed research papers that are preferably original and have not been published before. These papers can cover scientific/research, technological development, or application/practical aspects. Additionally, the journal welcomes papers that are based on presentations from ISPRS meetings, as long as they are considered significant contributions to the aforementioned fields. In particular, P&RS encourages the submission of papers that are of broad scientific interest, showcase innovative applications (especially in emerging fields), have an interdisciplinary focus, discuss topics that have received limited attention in P&RS or related journals, or explore new directions in scientific or professional realms. It is preferred that theoretical papers include practical applications, while papers focusing on systems and applications should include a theoretical background.
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