A MISR-Based Method for the Estimation of Particle Size Distribution:Comparison with AERONET over China  

作　　者：Yanchuan Shao Riyang Liu Weihan Li Jun Bi Zongwei Ma 

机构地区：[1]State Key Laboratory of Pollution Control and Resource Reuse,School of the Environment,Nanjing University,Nanjing,Jiangsu,China [2]Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology(CICAEET),Nanjing University of Information Science&Technology,Nanjing,Jiangsu,China

出　　处：《Journal of Remote Sensing》2023年第1期97-109,共13页国际遥感学报（英文）

基　　金：supported by the National Natural Science Foundation of China(72234003,71921003,and 71761147002);the Jiangsu Natural Science Foundation of China(BK20160624).

摘　　要：Aerosol particle size has a crucial impact on the environment and public health.Current satellite-based regression models focus on the total amount of particles and are limited by surface observations.This study proposes an algorithm to derive the long-term normalized volume size distribution(VSD)of aerosol particles,which is independent of ground measurements.The size distribution and aerosol optical depth of Multi-angle Imaging SpectroRadiometer(MISR)components are employed.We find the estimated MISR VSD is consistent with Aerosol Robotic Network(AERONET)observations,with R=0.56,0.54,0.59,and 0.68 for daily,monthly,seasonal,and annual levels.The stratified validations of radius,stations,and years further confirm the stable performance of derived VSD(R=0.28 to 0.73).The application of the random forest model demonstrates the potential improvements of predicted VSD by 10-fold cross-validation R=0.86 at the monthly level.We apply MISR VSD to quantify the normalized volume of fractional aerosol particles at a resolution of 0.2°×0.2°during 2004 to 2016 in China.We also calculate the proportion of small and medium particles to indicate the contribution of anthropogenic aerosols.The highest ratios are concentrated in the northeastern regions especially during winter while relatively lower in the Taklamakan Desert of western China.The case study demonstrates that the application of MISR data can yield valuable and resolved size distributions of aerosol particles.

关 键 词：AERONET AEROSOL MISR 

分 类 号：X51[环境科学与工程—环境工程]