New Delhi (PTI): If global temperatures rise by 2 degrees Celsius above pre-industrial levels, around 2.2 billion (220 crore) people living in the Indus River Valley in northern India and eastern Pakistan may experience extended periods of heat that exceed human tolerance, according to a new research.

The research, published in the peer-reviewed journal Proceedings of the National Academy of Sciences (PNAS), indicates that in such a scenario, northern India, eastern Pakistan, eastern China and Sub-Saharan Africa would predominantly encounter high-humidity heatwaves.

Heatwaves with higher humidity levels can be more perilous because the air cannot efficiently absorb excess moisture. This limitation restricts the human body's ability to evaporate sweat and affects the moisture content of certain infrastructure like evaporative coolers.

These regions are also home to lower-to-middle income countries, meaning that many affected individuals may lack access to air-conditioning or effective ways to mitigate the adverse health effects of extreme heat, the researchers explained.

Humans can endure specific combinations of heat and humidity, but when these thresholds are surpassed, individuals become susceptible to heat-related health issues, including heatstrokes or heart attacks. With climate change driving global temperatures upward, billions of people could find themselves pushed beyond these limits.

The Earth's global surface temperature has already increased by approximately 1.15 degrees Celsius, with the rise closely linked to the release of carbon dioxide (CO2), primarily by developed countries, into the atmosphere since the onset of the industrial revolution.

In 2015, 196 countries signed the Paris Agreement, aiming to limit the global temperature increase to 1.5 degrees Celsius above pre-industrial levels.

However, according to the Intergovernmental Panel on Climate Change (IPCC), an organisation composed of the world's leading climate scientists, the world is on course for a temperature increase of around 3 degrees Celsius by the end of this century under a business-as-usual scenario.

The IPCC emphasises that to avert extreme, destructive and likely irreversible effects of climate change, the world must cut emissions by half by 2030 compared to the 2019 levels to limit the rise in the global average temperature to 1.5 degrees Celsius relative to pre-industrial levels.

According to global agencies, the last four months (June, July, August and September) have been the hottest on record, with 2023 poised to become the warmest year ever.

The research team conducted modelling for global temperature increases ranging from 1.5 degrees Celsius to 4 degrees Celsius, the latter considered a worst-case scenario where warming would accelerate. This allowed them to identify areas where warming would lead to heat and humidity levels surpassing human tolerance.

"To understand how complex real-world problems like climate change will affect human health, you need expertise in both planetary science and human physiology," said co-author W Larry Kenney, professor of physiology and kinesiology and the Marie Underhill Noll Chair in Human Performance at the Pennsylvania State University.

The research suggests that the ambient wet-bulb temperature limit for young, healthy individuals is approximately 31 degrees Celsius, as indicated in a study published last year by Penn State researchers. However, the specific threshold for any individual at a given moment also depends on factors, such as exertion level and other environmental variables, including wind speed and solar radiation.

In recorded human history, instances of temperatures and humidity exceeding human limits have been limited and occurred only briefly in the Middle East and Southeast Asia, according to the researchers.

If global warming continues to reach 3 degrees Celsius above pre-industrial levels, the researchers argue that areas such as the Eastern Seaboard and the middle of the United States -- from Florida to New York and from Houston to Chicago -- would begin to experience heat and humidity levels exceeding human tolerance. South America and Australia would also face extreme heat at this level of warming.

While the United States is projected to experience more heatwaves at current warming levels, these heatwaves are not expected to consistently exceed human limits as frequently as in other parts of the world.

To halt the rising temperatures, the researchers stress the need for significant reductions in greenhouse gas emissions, particularly carbon dioxide emissions from fossil fuel combustion. Without these changes, middle-income and low-income countries are likely to be the hardest hit, the researchers cautioned.

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Barcelona (AP): Real Madrid slapped players Federico Valverde and Aurélien Tchouaméni with half-a-million-euro ($588,000) fines on Friday for their altercation during practice.

The massive fines came a day after the midfielders tussled when the team trained. Valverde said in a post on social media on Thursday that no punches were thrown. But Valverde knocked his head on a table and he suffered a small cut that required a brief hospital visit.

On social media, Valverde initially called it a “meaningless fight” with a teammate and said “everything has been blown out of proportion."

His employers, however, considered it a significant enough breach of team discipline to nail both Valverde and Tchouaméni with fines that bite even the bank account of a top soccer player. The half-a-million euro penalties reflect the reputational damage the club was enduring in a chaotic end to a disappointing season.

In a statement, the 15-time European champion said its disciplinary action was concluded after both players expressed to the club “their complete remorse for what happened and apologized to one another.”

Madrid added they also apologized to their teammates, the coaching staff and club supporters, as well as showing their willingness to accept whatever disciplinary action the club deemed “opportune.”

Tchouaméni was back training with Madrid on Friday, two days before they play at Barcelona in a clasico. Madrid has to win otherwise Barcelona will be crowned La Liga champion.

After being notified of the fine, he posted a public apology to the club and its fans on social media.

“What happened this week in training is unacceptable,” Tchouaméni wrote. "I say this while thinking about the example we are expected to set for young people, whether in football or at school.

“Above all, I am sorry for the image we projected of the club.”

Valverde was not at practice due to the head knock.

Both players are set to play in the World Cup next month, with Tchouaméni playing for France and Valverde for Uruguay. 

Chaotic end to a poor season

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The run-in between the players, who for seasons have played side by side in Madrid's midfield, came after they argued this week in previous training sessions. But tempers boiled over on Thursday. Spanish media was rife with reports that the players previously disagreed over the club's decision to let coach Xabi Alonso go after just months on the job.

It was not the only altercation involving Madrid players during training this week. Álvaro Carreras confirmed he was in a “minor” incident with a teammate. Spanish media said he and fellow defender Antonio Rüdiger got into a scuffle.

Álvaro Arbeloa, the coach who was promoted from Madrid's reserve team when Alonso was fired in January, will face tough questions on what went wrong inside the changing room when he gives a press conference on Saturday ahead of the clasico at Camp Nou.

Madrid is facing a second consecutive campaign without a major trophy amid rumors in the Spanish media that club president Florentino Pérez is considering bringing back Jose Mourinho to straighten out his underperforming team.