卫星月光遥感夜间气溶胶光学厚度
批准号:
42105128
项目类别:
青年科学基金项目(C类)
资助金额:
30.0 万元
负责人:
傅迪松
依托单位:
学科分类:
行星大气
结题年份:
2024
批准年份:
2021
项目状态:
已结题
项目参与者:
傅迪松
中文摘要
气溶胶可以通过气溶胶-云-辐射相互作用影响气候,但存在很大的不确定性,因此加强对气溶胶特性的观测研究具有重要科学意义和应用价值。现阶段气溶胶被动遥感主要基于白天太阳直接或散射辐射的观测,无法给出昼夜连续的气溶胶测量。除星载激光雷达外,现阶段国际上还没有成熟且空间覆盖广的夜间气溶胶观测手段,这严重制约了大气边界层、气溶胶化学和动力学的研究。2011年的可见光/红外成像仪/辐射计套件(VIIRS)包含一个昼/夜波段(DNB),该波段可以探测经过地球-大气相互作用的月光辐射以及自然或人为的夜间辐射源。基于此,本项目围绕“如何建立一套基于月光信号的夜间气溶胶光学厚度(AOD)反演算法并给出大范围的夜间AOD时空变化特征”这一科学问题,提出三个研究内容:(1)月光遥感夜间AOD算法的适用地区以及时间段;(2)算法的建立以及敏感性分析;(3)给出污染严重的华北地区夜间AOD时空变化。
英文摘要
Aerosol can affect climate through aerosol-cloud-radiation interaction, while there also exist great uncertainties. Therefore, it is of great scientific significance and application value to strengthen the observation and research of aerosol characteristics. At present, passive remote sensing of aerosols is mainly based on the observation of direct or scattered solar radiation in daytime, which cannot provide continuous measurement of aerosols. This seriously restricts the study of atmospheric boundary layer, aerosol chemistry and dynamics. In addition to spaceborne Lidar, currently there is no mature aerosol observation method with wide spatial coverage in the world. The Visible/Infrared Imager/Radiometer Suite (VIIRS), launched in 2011, includes a Day/Night Band (DNB). This band can detect moonlight through earth atmosphere interaction as well as natural or artificial nighttime emissions. Based on this, this project focuses on the scientific problem of “how to establish a retrieval algorithm of nighttime aerosol optical depth (AOD) by moonlight and analyze the spatiotemporal variations of nighttime AOD” and puts forward three research contents: (1) the applicable area and time period of nighttime AOD algorithm by moonlight; (2) the establishment and sensitivity analysis of the algorithm; (3) the spatiotemporal variations of nighttime AOD in North China with heavy pollution.
夜间气溶胶光学厚度(AOD)是研究气溶胶特性和其对气候影响的重要参数。本研究针对夜间AOD观测的技术瓶颈,基于VIIRS卫星昼夜波段(DNB)数据,开发了一种结合多源数据与查找表(LUT)的夜间AOD反演算法,旨在突破传统方法对太阳辐射的依赖,填补夜间气溶胶动态过程监测的空白。研究以月球辐射为光源,利用统一线性化矢量辐射传输模型(UNL-VRTM)模拟大气辐射传输,整合VIIRS DNB、AERONET地面观测、及MERRA-2再分析数据,构建多源验证框架,重点优化了农村区域的反演精度。结果显示,算法表现出良好性能,与CALIOP数据的相关系数分别达0.73,近73%的数据点位于±15%的预期误差范围内,验证了其可靠性。该研究不仅为全球气候模型提供了昼夜连续的气溶胶负荷数据,深化了对气溶胶-云相互作用及夜间传输机制的理解,还为空气质量精准管控和极端污染事件预警提供了重要技术支撑。
国内基金
海外基金