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Article

Long-Term Temperature and Precipitation Trends Across South America, Urban Centers, and Brazilian Biomes

by
José Roberto Rozante
1,*,
Gabriela Rozante
2 and
Iracema Fonseca de Albuquerque Cavalcanti
1
1
Center for Weather Forecast and Climate Studies, National Institute for Space Research, Cachoeira Paulista 12630-000, SP, Brazil
2
Faculty of Architecture, Arts, Communication, and Design, Sao Paulo State University (UNESP), Bauru 17000-000, SP, Brazil
*
Author to whom correspondence should be addressed.
Atmosphere 2025, 16(12), 1332; https://doi.org/10.3390/atmos16121332
Submission received: 15 October 2025 / Revised: 21 November 2025 / Accepted: 23 November 2025 / Published: 25 November 2025
(This article belongs to the Special Issue Hydroclimate Extremes Under Climate Change)

Abstract

This study examines long-term trends in maximum (Tmax) and minimum (Tmin) near-surface air temperatures and precipitation across South America, focusing on Brazilian biomes and national capitals, using ERA5 reanalysis data for 1979–2024. To isolate the underlying climate signal, seasonal cycles were removed using Seasonal-Trend decomposition based on Loess (STL), which effectively separates short-term variability from long-term trends. Temperature trends were quantified using ordinary least squares (OLS) regression, allowing consistent estimation of linear changes over time, while precipitation trends were assessed using the non-parametric Mann–Kendall test combined with Theil–Sen slope estimation, a robust approach that minimizes the influence of outliers and serial correlation in hydroclimatic data. Results indicate widespread but spatially heterogeneous warming, with Tmax increasing faster than Tmin, consistent with reduced cloudiness and evaporative cooling. A meridional precipitation dipole is evident, with drying across the Cerrado, Pantanal, Caatinga, and Pampa, contrasted by rainfall increases in northern South America linked to ITCZ shifts. The Pantanal emerges as the most vulnerable biome, showing strong warming (+0.51 °C decade−1) and the steepest rainfall decline (–10.45 mm decade−1). Satellite-based fire detections (2013–2024) reveal rising wildfire activity in the Amazon, Pantanal, and Cerrado, aligning with the “hotter and drier” climate regime. In the capitals, persistent Tmax increases suggest enhanced urban heat island effects, with implications for public health and energy demand. Although ERA5 provides coherent spatial coverage, regional biases and sparse in situ observations introduce uncertainties, particularly in the Amazon and Andes, these do not alter the principal finding that the magnitude and persistence of the 1979–2024 warming lie well above the range of interdecadal variability typically associated with the Atlantic Multidecadal Oscillation (AMO) and the Pacific Decadal Oscillation (PDO). This provides strong evidence that the recent warming is not cyclical but reflects the externally forced secular warming signal. These findings underscore growing fire risk, ecosystem stress, and urban vulnerability, highlighting the urgency of targeted adaptation and resilience strategies under accelerating climate change.
Keywords: climate change; ERA5; south America; temperature trends; precipitation trends; Brazilian biomes climate change; ERA5; south America; temperature trends; precipitation trends; Brazilian biomes

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MDPI and ACS Style

Rozante, J.R.; Rozante, G.; Cavalcanti, I.F.d.A. Long-Term Temperature and Precipitation Trends Across South America, Urban Centers, and Brazilian Biomes. Atmosphere 2025, 16, 1332. https://doi.org/10.3390/atmos16121332

AMA Style

Rozante JR, Rozante G, Cavalcanti IFdA. Long-Term Temperature and Precipitation Trends Across South America, Urban Centers, and Brazilian Biomes. Atmosphere. 2025; 16(12):1332. https://doi.org/10.3390/atmos16121332

Chicago/Turabian Style

Rozante, José Roberto, Gabriela Rozante, and Iracema Fonseca de Albuquerque Cavalcanti. 2025. "Long-Term Temperature and Precipitation Trends Across South America, Urban Centers, and Brazilian Biomes" Atmosphere 16, no. 12: 1332. https://doi.org/10.3390/atmos16121332

APA Style

Rozante, J. R., Rozante, G., & Cavalcanti, I. F. d. A. (2025). Long-Term Temperature and Precipitation Trends Across South America, Urban Centers, and Brazilian Biomes. Atmosphere, 16(12), 1332. https://doi.org/10.3390/atmos16121332

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