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The study investigated what are referred to as compound extreme events, which experts define as various extreme weather conditions that occur simultaneously or in direct succession. An example is a drought that is accompanied by a heatwave. Conversely, extremely high temperatures may be followed by day or weeklong heavy rainfall. “The damage caused by the combination of such weather phenomena are usually especially severe,” explains Prof. Dr Harald Kunstmann from the Centre of Climate Resilience at the 威尼斯赌博游戏_威尼斯赌博app-【官网】 of Augsburg. “We have therefore analysed how frequently compound weather events could take place in India in future and which regions are likely to be especially affected.”

The researchers used a sophisticated statistical method originally developed by financial mathematicians that calculates the probability of certain developments occurring together. The so-called copula method is used on the stock exchange to better predict coupled prices for oil and gas. “We have used this method in climate research. What interests us is the simultaneous occurrence of extremely high temperatures together with drought and heavy rainfall,” says Kunstmann. “With the copula method we can estimate how much more likely such compound events will be in the coming decades.”

Four possible development scenarios analysed

The researchers analysed four possible development scenarios. The most favourable was based on the assumption that greenhouse gas emissions will be significantly reduced in future. In the least favourable scenario, on the other hand, it was assumed that there will be increased exploitation of fossil fuels. Each scenario was therefore based on assumptions about future carbon dioxide emissions. But the scenarios don’t just stop there: they also describe how population numbers, the distribution of resources, technological trends and lifestyles will develop in future. The scenarios are therefore potential, internally consistent blueprints for the world of tomorrow.

“The scenarios also contain assumptions about how many people will live in future,” emphasises Kunstmann. “We utilise this in our study. On the one hand, we can say how much more frequent combined weather phenomena will be in each scenario. On the other hand, we can calculate how many people will be affected." The results of this analysis are geographical maps that show climate change "hotspots": namely, regions in which many people are likely to be particularly affected by future developments. In each of the scenarios, the study showed that the Indian subcontinent, and in particular the lowlands around the Indus and Ganges rivers, are likely to be severely affected.

India’s densely populated breadbasket

"The Indo-Gangetic Plain is one and a half times the size of Spain and is already one of the most densely populated areas in the world," says Kunstmann. “In future, the population is expected to continue to climb.” At the same time, the lowlands are very fertile, with rice and wheat the main crops grown. As a result of global warming, there is an increased risk that parts of these crops will be destroyed due to heat, drought, and heavy rainfall.????

“Our findings can help in political decision making and planning,” explains Kunstmann. “Even in the most favourable scenario, people in the Indo-Gangetic Plain will be severely affected by climate change. It is therefore important to prepare in advance through such measures as investing in seeds that are better adapted to head and drought, building dams that minimise the risk of flooding, as well as storing rainfall in times when it is plentiful in order to use it later for irrigation in times of drought.” Through a range a such measures, India can better prepare itself to withstand impending changes.

“We need to slow global warming, which is the cause of the increased risk of heatwaves, droughts, and floods,” adds Kunstmann. “But we cannot mitigate it completely, which means we have to adapt. At the Centre for Climate Resilience, we are working on methods and analyses that show where preparation and adaptation measures are particularly necessary and how they can be implemented.” The researchers are planning to expand their study, which up until now has been limited to India. They will now model the entire globe to see where especially many people are likely to be affected by global warming and compound extreme events in future.? ??

Publication:
Dash, Subhasmita, Rajib Maity, and Harald Kunstmann. "Population Expo-sure to Compound Precipitation–Temperature Extremes in the Past and Fu-ture Climate across India", Journal of Hydrometeorology 24, 12 (2023): 2409-2430. https://doi.org/10.1175/JHM-D-22-0238.1
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