North Atlantic Temperature Helps Forecast Extreme Events in Northeast Brazil Up To 3 Months in Advance

The finding comes from a study reported by scientists from Brazil, China, Australia and Germany in the journal Geophysical Research Letters. The group used a novel methodology focusing on low rainfall and severe drought

Peer-Reviewed Publication


The sea surface temperature in the North Atlantic Ocean can be a predictor up to three months in advance of extreme climate events involving reduced rainfall and intense drought in the Northeast region of Brazil. This is one of the main findings of a study by researchers in Brazil, China, Australia and Germany, according to an article published in Geophysical Research Letters.

Using a novel methodology based on the concept of precipitation deficit, the study showed that in recent years the influence of the North Atlantic has become more persistent than that of the tropical Pacific, hitherto considered one of the main factors in the intensity of the droughts suffered by the Northeast. At the same time, atmospheric connections between the Pacific and North Atlantic have become more frequent, suggesting that interactions between tropical ocean basins have reinforced the droughts occurring in the region in recent decades.

“The study was motivated by the severe drought that lasted from 2012 until 2015. This long period led us to think, from the meteorological standpoint, about how tropical ocean temperatures influence the climate. The difference now is the innovative methodology exploring the contrasts between the Pacific and Atlantic, and the pattern of drought in the Northeast of Brazil. The findings can be used as a management tool for weather forecasts in advance of events with this potential,” Lincoln Muniz Alves, a scientist at Brazil’s National Space Research Institute (INPE) and a co-author of the article, told Agência FAPESP.

The study was supported by FAPESP via a Thematic Project linked to the National Science and Technology Institute for Climate Change (INCT-CC). The principal investigator for the Thematic Project is Elbert Einstein Nehrer Macau, a professor at the Federal University of São Paulo (UNIFESP).

The 2012-15 drought in a part of the Northeast already classified as semi-arid was so intense that it destroyed crops and left cities and villages without water. Other studies had already identified changes in atmospheric circulation as the main cause, suggesting that an active role was played by the Atlantic Ocean’s surface temperature, which was warmer than usual, and by El Niño, a climate phenomenon involving abnormally warm temperatures in the Pacific.

This El Niño was considered one of the most impactful (after those recorded in 1982-83 and 1997-98) and caused losses in different parts of the world. In Brazil, the adverse effects included intense drought in the Northeast and the Amazon, a far longer dry season than usual in the North and several parts of central Brazil (northern areas of Minas Gerais and Goiás states as well as the Federal District), and floods in the South.

“This type of El Niño, known as ‘canonical’ because the anomalous warming occurs in the same specific area of the Pacific Ocean, has changed in terms of both location and intensity. In parallel, we’ve seen anomalous warming in the tropical Atlantic in recent decades. Based on our multifaceted analysis, the article provides ample evidence for forecasters to monitor the signs coming from the tropical Atlantic several months in advance. The Pacific’s influence is undeniable, but the Atlantic has more,” Alves said.

New parameters

As explained by the authors, the study used methods such as non-linear phase coherence and generalized event synchronization analysis to understand the cause-and-effect mechanisms underlying the climate phenomena investigated. To this end, the relationships between sea surface temperature variability and the standard precipitation index were interpreted as direct interactions, while those between the oceans were interpreted as indirect effects on rainfall levels.

The researchers used precipitation data from the Climate Prediction Center (CPC), a branch of the US National Oceanic & Atmospheric Administration’s National Weather Service (NOAA-NWS). They selected four regions: the Northeast of Brazil, the center of the drought for decades; an area called Niño 3, where there was intense activity of the El Niño Southern Oscillation (ENSO); and the North and South Atlantic, areas analyzed in previous studies.

To verify consistency, they compared the results with Niño 4, an area that includes the central equatorial Pacific and part of the South Atlantic. For each domain, they calculated the spatial mean of the variable of interest and daily anomalies relative to a baseline for the period 1981-2010. The rainy season was defined as January-April, and the dry season as May-August.

They concluded that the North Atlantic was the main influence on precipitation shortfalls and the occurrence of droughts during the period analyzed. Precipitation and sea surface temperature frequencies changed after very strong El Niño and La Niña events, increasing the likelihood of phase coherence.

“A normal or linear pattern like the one seen three decades ago no longer exists,” Alves said. “Several other studies have corroborated our results. Our methodology shows that no linear pattern exists as a basis for forecasting and that conventional approaches should be abandoned. We highlighted the importance of looking at other oceans rather than focusing on the Pacific alone.”

The article also concludes that other factors such as land-use changes can lead to alterations in the hydrologic cycle, as already demonstrated by modeling studies, especially regarding the Amazon basin. For this reason, the scientists suggest that further research using the methodology they have developed should investigate how land-use changes alter climate characteristics and interactions.

“When we discuss climate change, we’re also talking about socio-economic impacts and the effect on biodiversity. Meteorological centers can use the model to work on prevention as a contribution to public policy and decision making on mitigation of extreme events,” Alves said.

About São Paulo Research Foundation (FAPESP)

The São Paulo Research Foundation (FAPESP) is a public institution with the mission of supporting scientific research in all fields of knowledge by awarding scholarships, fellowships and grants to investigators linked with higher education and research institutions in the State of São Paulo, Brazil. FAPESP is aware that the very best research can only be done by working with the best researchers internationally. Therefore, it has established partnerships with funding agencies, higher education, private companies, and research organizations in other countries known for the quality of their research and has been encouraging scientists funded by its grants to further develop their international collaboration. You can learn more about FAPESP at and visit FAPESP news agency at to keep updated with the latest scientific breakthroughs FAPESP helps achieve through its many programs, awards and research centers. You may also subscribe to FAPESP news agency at


Geophysical Research Letters




Phase coherence between surrounding oceans enhances precipitation shortages in Northeast Brazil



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Ron Long
July 22, 2022 3:34 am

OK, there might be an association between El Niño in the Pacific, sea surface temperatures in the Atlantic, and drought in NE Brazil. So where is the associated flooding? What is the interaction of droughts and floods with their findings of possible ocean interactions? This study appears to be a condemnation conclusion searching for possible associations, instead of a balanced scientific study.

July 22, 2022 4:30 am

were interpreted”

The method may seem novel, but it all comes down to interpretation.

“They concluded that the North Atlantic was the main influence on precipitation shortfalls and the occurrence of droughts during the period analyzed”

Something we don’t get on the UK side of the pond. In fact, as griff constantly informs us, Europe is 6% wetter…..

Reply to  fretslider
July 22, 2022 6:28 am

6% is SO WITHIN the range of normal rainfall variation that Griff could be right or wrong….

Reply to  DMacKenzie
July 22, 2022 6:57 am

On the balance of probabilities, griff is wrong – as usual.

Rich Davis
Reply to  fretslider
July 22, 2022 1:31 pm

Beat me to it!

July 22, 2022 4:34 am

The MJO is useful in predicting US weather, so I see no reason what is happening in the North Atlantic cannot influence NE Brazil.. if in fact it is. Interconnections between different parts of the globe have to exist as it is one big system. The trick is to identify them.

Peta of Newark
July 22, 2022 4:54 am

What are ‘extreme events’ doing in that part of the world?

It is supposed to be A Tropical Rainforest and as such..
It should rain almost every day (in the mid to late afternoon)
Temperatures, both daily and annually should never venture further than 3°C away from 23°C

How is that ‘extreme’ and why should anything to do with old nana?

July 22, 2022 5:36 am

Interesting. Let’s see how well their new “model” actually predicts.
Many of these models are NFG.

The Dark Lord
Reply to  Rocketscientist
July 22, 2022 6:54 am

ALL of these models are NFG

Reply to  The Dark Lord
July 22, 2022 7:09 am

And exceedingly expensive…

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Curious George
July 22, 2022 8:25 am

When you look at sufficiently many “parameters”, and time delays, you can always obtain a good enough correlation.

July 22, 2022 9:09 am

“The study showed that in recent years the influence of the North Atlantic has become more persistent than that of the tropical Pacific,”

Sorry, I think I accidentally flipped the switch…

July 22, 2022 11:24 am

Correlation/Causation… Yadda, yadda!
Have they looked at currents in E Indian ocean?

Richard M
July 23, 2022 7:55 am

It seems they left out one possibility. The north Atlantic, Pacific and Brazil are influenced by a 3rd factor.

I would consider Jim Steele’s thoughts on the ITCZ. It could influence areas all around the world near the equator and where those equatorial influences expand to other areas.

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