Abstract
AbstractRapid economic and energy growth in Asia has led to change in the loadings of black carbon (BC) in the last two decades. This work uses remotely sensed column absorbing aerosol optical depth to quantify BC loading day-by-day and grid-to-grid. Variance maximization is used to uniquely compute an unbiased set of observations of remotely sensed NO2 in space and time of urban and suburban sources, including regions with changing energy and industry. An inversely applied probabilistic MIE algorithm constrains the size, mixing state, and number of BC using four spectral observations. Significant differences in the particle size and mixing state are identified and attributed including: a drop around 2012 when China’s national air pollution policies were adopted, a drop ahead of the 2008 Olympics, and flattening from 2015 onward. A case of simultaneous reduction in BC mass and increase in BC number demonstrates PM2.5 controls may not fully control BC.
Funder
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Reference120 articles.
1. He, J. et al. Retrieval of aerosol optical thickness from HJ-1 CCD data based on MODIS-derived surface reflectance. Int. J. Remote Sens. 36, 882–898 (2015).
2. Abd Jalal, K., Asmat, A. & Ahmad, N. Retrievals of aerosol optical depth and angstrom exponent for identification of aerosols at Kuching, Sarawak. Adv. Mater. Res. 518–523, 5734–5737 (2012).
3. Yuan, Y., Huang, X., Shuai, Y. & Mao, Q.-J. Study on the influence of aerosol radiation balance in one-dimensional atmospheric medium using P n -approximation method. Math. Probl. Eng. 2014, 1–9 (2014).
4. Rontu, L., Gleeson, E., Martin Perez, D., Pagh Nielsen, K. & Toll, V. Sensitivity of radiative fluxes to aerosols in the ALADIN-HIRLAM numerical weather prediction system. Atmosphere 11, 205 (2020).
5. Chen, A., Zhao, C. & Fan, T. Spatio-temporal distribution of aerosol direct radiative forcing over mid-latitude regions in north hemisphere estimated from satellite observations. Atmos. Res. 266, 105938 (2022).
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