Evaluation and comparison of MODIS aerosol optical depth retrieval algorithms over Brazil

Author(s)

Rudke, Anderson Paulo ; Martins, Jorge Alberto ; Martins, Leila Droprinchinski ; Vieira, Carolina Leticia Zilli ; Li, Longxiang ; da Silva, Carlos Fabricio Assuncao ; dos Santos, Alex Mota ; Koutrakis, Petros ; Albuquerque, Taciana Toledo de Almeida

• Document type: Journal article
• Source: Atmospheric Environment; v. 314, p. 16-pg., 2023-10-07.

Abstract

Brazil experiences significant aerosol loads throughout the year, particularly during the biomass-burning season in the Amazon. Thus, given the importance of aerosols for climate and health, this research aimed to validate and compare Aerosol Optical Depth (AOD) products over Brazil. This evaluation considers three algorithms that retrieve AOD by using data from Moderate Resolution Imaging Spectroradiometer (MODIS) sensor: Dark Target (DT) at 3 and 10 km resolution, Deep Blue (DB), and Multi-Angle Implementation of Atmospheric Correction (MAIAC). To validate the satellite data, 17 sunphotometers from the AErosol RObotic NETwork (AERONET) were utilized. The results show a high correlation (R > 0.9) between the MODIS-AOD products and ground-based data. However, MODIS-AOD products tend to overestimate or underestimate AOD values, depending on the specific AOD value and algorithm evaluated. Additionally, it was observed that the performance of the algorithms is influenced by factors such as land cover type, view geometry, and the spatiotemporal distribution of aerosols. In particular, challenges were encountered when retrieving robust AOD data for Savanna and Urban cover classes. In conclusion, the results indicate that MAIAC and DB algorithms demonstrate greater stability in retrieving AOD values. Nevertheless, caution should be exercised when applying these products to map aerosols on specific surfaces, such as urban areas. (AU)

• FAPESP's process: 16/18438-0 - São Paulo Metropolitan Area, jointly tracking climate change and air quality - METROCLIMA-MASP
• Grantee: Maria de Fátima Andrade
• Support Opportunities: Research Program on Global Climate Change - Thematic Grants
• FAPESP's process: 22/02365-5 - Informed greening of cities for urban cooling (GreenCities)
• Grantee: Maria de Fátima Andrade
• Support Opportunities: Regular Research Grants