Teleconnection pattern for south-central Asia for events above the 95th percentile. For extreme rainfall events in Northern India (red diamond), the red lines show local weather patterns, and the blue lines show global patterns linking extreme rainfall events represented by the blue shapes. In particular, the blue shapes over Europe indicate that extreme rainfall in Northern India can be predicted from preceding events in Europe. Graphic: Boers, et al., 2019 / Nature

By Hayley Dunning
30 January 2019

(Imperial College London) – Extreme rainfall – defined as the top five percent of rainy days – often forms a pattern at the local level, for example tracking across Europe. But new research, published today in Nature, reveals that there are also larger-scale global patterns to extreme rainfall events.

These patterns connect through the atmosphere rather than over land – for example, extreme rainfall in Europe can precede extreme rainfall in India by around five days, without extreme rain in the countries in between.

The research, led by a team at Imperial College London and the Potsdam Institute for Climate Impact Research in Germany, could help better predict when and where extreme rainfall events will occur around the world. The insights can be used to test and improve global climate models, leading to better predictions.

The study additionally provides a ‘baseline’ for climate change studies. By knowing how the atmosphere behaves to create patterns of extreme rainfall events, scientists will be able to gain new insights into changes that may be caused by global warming.

Predicting extreme rainfall

Lead author Dr Niklas Boers, from Potsdam Institute for Climate Impact Research and the Grantham Institute – Climate Change and Environment at Imperial, said: “Uncovering this global pattern of connections in the data can improve weather and climate models. This is especially true for the emerging picture of couplings between the tropics and the European and North American regions and their consequences for extreme rainfall.

“This finding could also help us understand the connections between different monsoon systems and extreme events within them. I hope that our results will, in the long term, help to predict extreme rainfall and associated flash floods and landslides in northeast Pakistan, north India, and Nepal. There have been several such hazards in recent years, with devastating consequences in these regions, such as the 2010 Pakistan flood.”

To find patterns in extreme rainfall events, the team developed a new method rooted in complex system theory to study high-resolution satellite data of rainfall. The data comes from the Tropical Rainfall Measuring Mission and covers the region between 50? North and South since 1998.

By breaking the globe into a grid, the team could see where events occurred and determine how ‘synchronous’ they were – a statistical measure that assesses connections even if the events did not occur at exactly the same time.

The results from this ‘complex network’ model, analysed using our understanding of the motion of the atmosphere, revealed a possible mechanism for how the events were connected. The patterns appear to be created by Rossby waves – wiggles in fast-flowing currents of air high in the atmosphere, known as the jet streams.

Rossby waves have been connected to regular rainfall, but this study is the first to connect them to extreme rainfall event patterns.

A strong test for weather and climate models

Co-author Professor Brian Hoskins, Chair of the Grantham Institute at Imperial, said: “The new technique applied to satellite data shows very surprising relationships between extreme rainfall events in different regions around the world.

“For example, extreme events in the South Asian Summer Monsoon are, on average, linked to events in the East Asian, African, European, and North American regions.  Although rains in Europe do not cause the rain in Pakistan and India, they belong to the same atmospheric wave pattern, with the European rains being triggered first.

“This should provide a strong test for weather and climate models and gives promise of better predictions.”

Co-author Jürgen Kurths, from the Potsdam Institute for Climate Impact Research, said: “This truly interdisciplinary study, which combines complex network science with atmospheric science, is an outstanding example for the great potential of the rather young field of complexity studies. As well providing insight into the spread of epidemics or information flow across networks, it can also be used to improve our understanding of extreme events in the climate system.”

Extreme rainfall events are connected across the world

Atmospheric conditions for the teleconnection pattern of extreme rainfall events between Europe and south-central Asia. Graphic: Boers, et al., 2019 / Nature

ABSTRACT: Climatic observables are often correlated across long spatial distances, and extreme events, such as heatwaves or floods, are typically assumed to be related to such teleconnections1,2. Revealing atmospheric teleconnection patterns and understanding their underlying mechanisms is of great importance for weather forecasting in general and extreme-event prediction in particular3,4, especially considering that the characteristics of extreme events have been suggested to change under ongoing anthropogenic climate change5,6,7,8. Here we reveal the global coupling pattern of extreme-rainfall events by applying complex-network methodology to high-resolution satellite data and introducing a technique that corrects for multiple-comparison bias in functional networks. We find that the distance distribution of significant connections (P < 0.005) around the globe decays according to a power law up to distances of about 2,500 kilometres. For longer distances, the probability of significant connections is much higher than expected from the scaling of the power law. We attribute the shorter, power-law-distributed connections to regional weather systems. The longer, super-power-law-distributed connections form a global rainfall teleconnection pattern that is probably controlled by upper-level Rossby waves. We show that extreme-rainfall events in the monsoon systems of south-central Asia, east Asia and Africa are significantly synchronized. Moreover, we uncover concise links between south-central Asia and the European and North American extratropics, as well as the Southern Hemisphere extratropics. Analysis of the atmospheric conditions that lead to these teleconnections confirms Rossby waves as the physical mechanism underlying these global teleconnection patterns and emphasizes their crucial role in dynamical tropical–extratropical couplings. Our results provide insights into the function of Rossby waves in creating stable, global-scale dependencies of extreme-rainfall events, and into the potential predictability of associated natural hazards.

Complex networks reveal global pattern of extreme-rainfall teleconnections



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