%0 Journal Article %9 ACL : Articles dans des revues avec comité de lecture répertoriées par l'AERES %A Gorenstein, I. %A Wainer, I. %A Pausata, F. S. R. %A Prado, L. F. %A Khodri, Myriam %A Dias, P. L. S. %T A 50-year cycle of sea surface temperature regulates decadal precipitation in the tropical and South Atlantic region %D 2023 %L fdi:010088712 %G ENG %J Communications Earth and Environment %K ATLANTIQUE ; AFRIQUE DE L'OUEST ; AMERIQUE DU SUD ; BRESIL ; ZONE TROPICALE %M ISI:001109496600001 %N 1 %P 427 [11 ] %R 10.1038/s43247-023-01073-0 %U https://www.documentation.ird.fr/hor/fdi:010088712 %> https://horizon.documentation.ird.fr/exl-doc/pleins_textes/2024-01/010088712.pdf %V 4 %W Horizon (IRD) %X Northeast Brazil and Western Africa are two regions geographically separated by the Atlantic Ocean, both home to vulnerable populations living in semi-arid areas. Atlantic Ocean modes of variability and their interactions with the atmosphere are the main drivers of decadal precipitation in these Atlantic Ocean coastal areas. How these low-frequency modes of variability evolve and interact with each other is key to understanding and predicting decadal precipitation. Here we use the Self-Organizing Maps neural network with different variables to unravel causality between the Atlantic modes of variability and their interactions with the atmosphere. Our study finds an 82% (p<0.05) anti-correlation between decadal rainfall in Northeast Brazil and Western Africa from 1979 to 2005. We also find three multi-decadal cycles: 1870-1920, 1920-1970, and 1970-2019 (satellite era), pointing to a 50-year periodicity governing the sea surface temperature anomalies of Tropical and South Atlantic. Our results demonstrate how Northeast Brazil and Western Africa rainfall anti-correlation was formed in the satellite era and how it might be part of a 50-year cycle from the Tropical and South Atlantic decadal variability. %$ 021 ; 032