ANALYSIS OF SUSPENDED SOLIDS VARIABILITY IN THE PATOS LAGOON ESTUARY USING REMOTE SENSING (2018–2019)

Authors

  • Isadora Bicho Emmendorfer Author
  • Dinalva Aires de Sales Author
  • Jean Marcel de Almeida Espinoza Author
  • Bento Almeida Gonzaga Author
  • Victor Huggo Lessa Rosolem Author

DOI:

https://doi.org/10.56238/arev7n10-005

Keywords:

SENTINEL -2, QGIS, NCEP/ DOE Reanalysis II

Abstract

Population growth and anthropogenic activities compromise water quality in coastal regions, reinforcing the need for continuous monitoring, as established by Resolution Nº 357 of the National Environmental Council. The study area was the Patos Lagoon estuary, an ecosystem of high ecological and socioeconomic importance, influenced both by urban and industrial effluents from the city of Rio Grande and by climatic variability. Phenomena such as El Niño and La Niña affect precipitation, salinity, temperature, and estuarine dynamics, resulting in changes in water quality parameters such as Total Suspended Solids (TSS). The research focused on the period of 2018–2019, marked by a moderate El Niño event that generated seasonal anomalies. Results indicated a warmer autumn compared to summer (21.03 °C vs. 20.83 °C), a winter with strong winds (≥7.60 m/s) even under high atmospheric pressure (≥1022.73 hPa), and extreme autumn precipitation (~909 mm). Such variations promoted changes in water quality, evidenced by TSS peaks (≥36 mg/L) in summer, associated with wind-induced sediment resuspension and nutrient input from rainfall. These findings highlight the estuary’s sensitivity to extreme climatic events and demonstrate the effectiveness of spatial modeling based on remote sensing data as a tool for large-scale monitoring of suspended solids.

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References

ANDRADE, F. M. de; GODOI, V. A.; ARAVÉQUIA, J. A. Why above-average rainfall occurred in Northern Northeast Brazil during the 2019 El Niño? Meteorology, v. 2, n. 3, p. 307–328, 2023. DOI: https://doi.org/10.3390/meteorology2030019

BAUMGARTEN, M. G. Z.; PAIXÃO, B. G. Uso do índice do estado trófico para avaliar a qualidade das águas do estuário da Lagoa dos Patos (RS). Atlântica (Rio Grande), v. 35, n. 1, p. 5–22, 2013.

BAUMGARTEN, M. G. Z.; POZZA, S. A. Qualidade de águas: descrição de parâmetros referidos na Legislação Ambiental [recurso eletrônico]. 2. ed. Rio Grande, RS: Ed. da FURG, 2021. 242 p.

BRASIL. Ministério do Meio Ambiente. Conselho Nacional do Meio Ambiente. Resolução nº 357, de 17 de março de 2005. Diário Oficial da União: seção 1, Brasília, DF, n. 53, p. 58–63, mar. 2005. Disponível em: https://conama.mma.gov.br/?option=com_sisconama&task=arquivo.download&id=450.

CAI, W.; MCPHADEN, M. J.; GRIMM, A. M.; RODRIGUES, R. R.; TASCHETTO, A. S.; GARREAUD, R. D.; DEWITTE, B.; POVEDA, G.; HAM, Y.-G.; SANTOSO, A.; et al. Climate impacts of the El Niño–southern oscillation on South America. Nature Reviews Earth & Environment, v. 1, n. 4, p. 215–231, 2020. DOI: https://doi.org/10.1038/s43017-020-0040-3

FERNANDES, E. H. L.; DYER, K. R.; MOLLER, O.; NIENCHESKI, L. F. H. The Patos lagoon hydrodynamics during an El Niño event (1998). Continental Shelf Research, v. 22, n. 11–13, p. 1699–1713, 2002. DOI: https://doi.org/10.1016/S0278-4343(02)00033-X

FERNANDES, E. H. L.; DYER, K. R.; MOLLER, O. O. Spatial gradients in the flow of southern Patos Lagoon. Journal of Coastal Research, v. 21, n. 4, p. 759–769, 2005. DOI: https://doi.org/10.2112/006-NIS.1

FERNANDES, E. H. L.; MONTEIRO, I. O.; MOLLER JR., O. O. On the dynamics of Mangueira Bay—Patos Lagoon (Brazil). Journal of Coastal Research, n. 10047, p. 97–107, 2010. DOI: https://doi.org/10.2112/1551-5036-47.sp1.97

GHOLIZADEH, M. H.; MELESSE, A. M.; REDDI, L. A comprehensive review on water quality parameters estimation using remote sensing techniques. Sensors, [S.l.], v. 16, n. 8, p. 1298, 2016. Disponível em: https://doi.org/10.3390/s16081298 DOI: https://doi.org/10.3390/s16081298

MARQUES, W.; FERNANDES, E.; MONTEIRO, I.; MÖLLER, O. Numerical modeling of the Patos Lagoon coastal plume, Brazil. Continental Shelf Research, v. 29, n. 3, p. 556–571, 2009. DOI: https://doi.org/10.1016/j.csr.2008.09.022

MASSON-DELMOTTE, V.; ZHAI, P.; PIRANI, A. et al. Climate change 2021: the physical science basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge, v. 2, n. 1, p. 2391, 2021.

MÖLLER, Osmar; FERNANDES, Elisa. Hidrologia e hidrodinâmica. In: SEELIGER, Ulrich; ODEBRECHT, Clarisse (Eds.). O Estuário da Lagoa dos Patos: Um Século de Transformações. Rio Grande: FURG, 2010. p. 17–2

PAHLEVAN, N. et al. Sentinel-2/Landsat-8 product consistency and implications for monitoring aquatic systems. Remote Sensing of Environment, [S.l.], v. 220, p. 19–29, 2019. DOI: https://doi.org/10.1016/j.rse.2018.10.027

PEIXOTO, D. W. B.; GUASSELLI, L. A.; PEREIRA FILHO, W. Estimativa de concentração e sedimentos em suspensão a partir de imagens LANDSAT 8 em PCHS no rio Ivaí-RS. Geosciences = Geociências, v. 37, n. 1, p. 147–154, 2018. DOI: https://doi.org/10.5016/geociencias.v37i1.11491

TAVORA, J.; FERNANDES, E. H.; THOMAS, A. C.; WEATHERBEE, R.; SCHETTINI, C. A. The influence of river discharge and wind on Patos Lagoon, Brazil, Suspended Particulate Matter. International Journal of Remote Sensing, v. 40, n. 12, p. 4506–4525, 2019. DOI: https://doi.org/10.1080/01431161.2019.1569279

Published

2025-10-05

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Articles

How to Cite

EMMENDORFER, Isadora Bicho; DE SALES, Dinalva Aires; ESPINOZA, Jean Marcel de Almeida; GONZAGA, Bento Almeida; ROSOLEM, Victor Huggo Lessa. ANALYSIS OF SUSPENDED SOLIDS VARIABILITY IN THE PATOS LAGOON ESTUARY USING REMOTE SENSING (2018–2019). ARACÊ , [S. l.], v. 7, n. 10, p. e8676, 2025. DOI: 10.56238/arev7n10-005. Disponível em: https://periodicos.newsciencepubl.com/arace/article/view/8676. Acesso em: 9 feb. 2026.