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

Texto completo
Autor(es):
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
Número total de Autores: 9
Tipo de documento: Artigo Científico
Fonte: Atmospheric Environment; v. 314, p. 16-pg., 2023-10-07.
Resumo

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)

Processo FAPESP: 16/18438-0 - Área Metropolitana de São Paulo: abordagem integrada mudanças climáticas e qualidade do ar, METROCLIMA MASP
Beneficiário:Maria de Fátima Andrade
Modalidade de apoio: Auxílio à Pesquisa - Programa de Pesquisa sobre Mudanças Climáticas Globais - Temático
Processo FAPESP: 22/02365-5 - Infraestrutura verde das cidades para resfriamento urbano (GreenCities)
Beneficiário:Maria de Fátima Andrade
Modalidade de apoio: Auxílio à Pesquisa - Regular