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The more accurate estimates project a gloomier global warming scenario, says new study

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The more accurate estimates project a gloomier global warming scenario, says new study

[vc_row][vc_column][vc_column_text]Global temperatures are likely to rise by 4C, drowning islands, worsening water scarcity and creating prolonged heat waves

The gloomier the prediction, the more realistic it is – that is the conclusion of a new study on climate change models to assess future warming of the planet.

The findings, published Wednesday in the journal Nature, suggest that the target to keep global temperatures from rising by two degrees Celsius (over pre-industrial era, before 1850 CE), reiterated in Paris Climate Agreement, may be too optimistic and ambitious as it relies on projections that underestimate how much the planet will warm and, by extension, underestimate the cuts in greenhouse gas emissions needed to stave off catastrophic impacts of climate change.

The study, by Patrick Brown and Ken Caldeira of the Carnegie Institution for Science in Stanford, California, examined climate change simulations, or “models,” that researchers use to project the future of the planet based on the physical equations that govern the behaviour of the atmosphere and oceans.

Co-author of the study Patrick Brown said, “We find that the models that do the best at simulating the recent past project more warming.”

“Our study indicates that if emissions follow a commonly used business-as-usual scenario, there is a 93 per cent chance that global warming will exceed 4C by the end of this century,” said Dr Ken Caldeira, who co-authored the new study.

This is a marked increase in probability of such warming over past estimates, which placed it at 62 per cent.

A warming of 4C would have severe impacts, drowning small islands, eliminating coral reefs, exacerbating water scarcity, loss of biodiversity and creating prolonged heat waves around the world, scientists say.

The United Nation’s Intergovernmental Panel on Climate Change (IPCC) puts the top range for warming between 3.2C to 5.9C by 2100, giving equal weightage to about three dozen models used by researchers to understand global warming and its impacts.

Climate models are tools for scientists attempting to understand the impacts of greenhouse-gas emissions. They are constructed using fundamental knowledge of physics and the world’s climate. But, given the complexity of the climate system, there is disagreement about how best to model key aspects of it and scientists have produced dozens of climate models predicting a range of different global warming outcomes resulting from greenhouse-gas emissions.

Climate change deniers and opponents of carbon regulation have used these differences in projections to label the models unreliable, inaccurate or just plain wrong.

Patrick Brown and Ken Caldeira looked for a way to narrow the uncertainty by determining which models were better. To do this, they looked at the models that were best at simulating climate patterns in the recent past – that is, they saw how the models predicted recent climate conditions and compared that to what actually happened.

“It makes sense that the models that do the best job at simulating today’s observations might be the models with the most reliable predictions,” said Dr Caldeira.

“The IPCC uses a model democracy—one model, one vote—and that’s what they’re saying is the range,” Brown explained. “We’re saying we can do one better. We can try to discriminate between well- and poor-performing models. We’re narrowing the range of uncertainty.”

“… if you take the best models, those are the ones projecting the most warming in the future,” he said.

In a worst-case scenario, the study finds that global temperatures could rise 15 percent more than projected by the IPCC – 0.5C more in the 3.2C-5.9C range – by the end of this century.

The research by Dr Brown and Dr Caldeira focuses specifically on models of energy flow from Earth to space, of the balance of incoming and outgoing radiation that ultimately determines the Earth’s temperature, as measured by satellites. They found the models that do the best job capturing the Earth’s actual “energy imbalance,” as the authors put it, are also the ones that simulate more warming in the planet’s future.

They suggest that the amount of sunlight reflected away from the planet by clouds will decrease as the world gets warmer, increasing the magnitude of climate change.

While the findings were appreciated by scientists, they also raised a point of caution. “This is only one line of evidence. Other lines of evidence based on the historically observed warming suggest the simulations with slightly cooler projections may fit best. We need to consider all the lines of evidence before we jump to conclusions,” Professor Piers Forster, a climate-change specialist at the University of Leeds who was not involved in the study told ‘Independent’.[/vc_column_text][/vc_column][/vc_row]

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Pakistan faces domestic backlash after India secures lower tariffs in US trade deal

India’s US trade agreement has sparked criticism in Pakistan after Islamabad ended up with higher tariffs despite sustained outreach to Washington.

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PM Shehbaz Sharif

India’s recently concluded trade agreement with the United States has triggered strong domestic criticism in Pakistan, where opposition leaders, journalists and commentators are questioning Islamabad’s diplomatic strategy after the country ended up with higher tariffs than India.

Under the agreement announced on February 2, US tariffs on Indian exports have been set at 18 per cent, while Pakistani goods will face a 19 per cent rate. The outcome has drawn sharp reactions in Pakistan, especially given what critics describe as sustained efforts by its leadership to engage Washington in recent months.

New Delhi, by contrast, is widely seen as having resisted pressure from US President Donald Trump and negotiated from a position of economic leverage rather than personal diplomacy.

Social media reactions highlight public anger

Following the announcement, Trump shared images related to India, including India Gate and a magazine cover featuring Prime Minister Narendra Modi alongside himself, before confirming the revised tariff rate for Indian goods. The optics did not go unnoticed in Pakistan, where social media users questioned why India secured better terms without overt displays of political deference.

One widely circulated post by Pakistan-based X user Umar Ali used sharp language and imagery to criticise Pakistan’s approach, reflecting growing frustration among sections of the public over what they see as an unequal outcome despite extensive outreach efforts.

Opposition leaders question foreign policy approach

Former Pakistan Tehreek-e-Insaf minister Hammad Azhar described the outcome as a failure of strategy rather than circumstance. He argued that modern foreign policy depends on economic strength, market access and tariffs, not symbolic gestures or personal relationships, pointing to India’s recent trade agreements with both the US and the European Union as examples.

Other opposition figures echoed similar views, saying India negotiated with “strategic autonomy” while Pakistan relied too heavily on personal engagement with US leadership.

Journalists warn of economic consequences

Journalists in Pakistan also weighed in, warning that the tariff decision could deepen the country’s existing economic challenges. Concerns were raised about declining exports, falling foreign investment and reduced bargaining power on the global stage.

Commentator Imran Riaz Khan criticised what he termed a failed lobbying strategy, arguing that symbolic gestures cannot replace economic leverage in international negotiations. Digital creator Wajahat Khan similarly framed the outcome as a reflection of unequal negotiating positions, stating that India approached the talks as a partner, while Pakistan did not.

India’s trade deals expected to boost exports

India’s back-to-back trade agreements with the European Union and the United States are expected to provide a significant boost to exports. Estimates suggest these deals could add up to $150 billion in exports over the next decade, strengthening India’s economic standing and reinforcing its negotiating position in future global trade talks.

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New Delhi free to buy oil from any source, Russia says amid US deal claims

Russia has said India is free to purchase oil from any country, dismissing claims that New Delhi has agreed to stop buying Russian crude under a US trade deal.

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New Delhi free to buy oil from any source, Russia says amid US deal claims

Russia has said that India is free to purchase crude oil from any country, responding to claims by US President Donald Trump that New Delhi has agreed to stop buying Russian oil as part of a recent trade deal with Washington.

The Kremlin said Russia is not India’s only energy supplier and noted that India has long sourced crude oil from multiple countries. It added that there is nothing new in India’s efforts to diversify its oil imports.

Kremlin spokesperson Dmitry Peskov said that energy experts are well aware that India purchases oil and petroleum products from various global suppliers. He added that Moscow does not see any change in India’s approach to sourcing crude.

No official word from India on halting imports

A day earlier, Peskov said Russia has not received any official statement from India regarding the cessation of Russian oil purchases. Russia’s Foreign Ministry echoed the view, saying the hydrocarbon trade between the two countries remains mutually beneficial.

Foreign Ministry spokesperson Maria Zakharova said India’s purchase of Russian hydrocarbons contributes to stability in the global energy market and that Moscow remains ready to continue close cooperation with New Delhi in the energy sector.

Russian media also noted that, unlike the US president, Prime Minister Narendra Modi has not made any public statement indicating an agreement to stop Russian oil imports.

India’s oil imports from Russia

India has continued to import Russian crude even after the US imposed tariffs on Indian goods. According to global trade data provider Kpler, India has been importing around 1.5 million barrels of Russian crude per day, making it the second-largest buyer of Russian oil and accounting for more than one-third of India’s total crude imports.

India buys about 88 per cent of its crude oil needs from overseas, with roughly one-third sourced from Russia. At its peak, imports from Russia crossed 2 million barrels per day, before falling to around 1.3 million barrels per day in December. The volume is expected to remain broadly stable in the near term.

However, imports declined further to about 1.1 million barrels per day in the first three weeks of January following higher tariffs imposed by the US, including levies linked to purchases of Russian energy.

Complete switch unlikely, experts say

Energy experts believe Indian refiners cannot fully replace Russian crude with American oil. Igor Yushkov of the National Energy Security Fund said US shale oil is lighter in grade, while Russian Urals crude is heavier and contains more sulphur.

He explained that replacing Russian oil would require blending different grades, increasing costs for refiners. He added that the US is unlikely to be able to supply the volume currently exported by Russia to India.

Yushkov also recalled that when Russia redirected its oil exports from Western markets to India in 2022, it reduced production by about one million barrels per day, contributing to a sharp rise in global oil prices and record fuel prices in the US.

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Moscow says no word from India on stopping Russian oil purchases

Russia says it has received no confirmation from India on stopping Russian oil purchases, despite Donald Trump’s claim that the move was part of a new India-US trade deal.

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Vladimir Putin

The Kremlin on Tuesday said it has not received any official communication from India regarding a halt in Russian oil purchases, following claims by US President Donald Trump that New Delhi had agreed to stop buying Russian crude as part of a trade agreement with Washington.

Kremlin spokesperson Dmitry Peskov told reporters that Moscow had not heard any confirmation from Indian authorities on the matter.

“So far, we haven’t heard any statements from New Delhi on this matter,” Peskov said, responding to Trump’s remarks linking reduced US tariffs on Indian goods to an alleged commitment by India to end Russian oil imports.

Russia stresses importance of ties with India

Peskov said Russia respects bilateral relations between India and the United States but underlined the strategic importance of ties between Moscow and New Delhi.

“We respect bilateral US-Indian relations,” he said, adding that Russia places equal importance on its strategic partnership with India.
“This is the most important thing for us, and we intend to further develop our bilateral relations with Delhi.”

What Trump claimed

Trump announced the India-US trade deal on Monday, stating that tariffs on Indian goods had been reduced from 50 per cent to 18 per cent. He claimed the reduction was linked to India agreeing to stop purchasing Russian oil.

According to Trump, India would instead buy more oil from the United States and potentially from Venezuela. He also suggested that the move would help bring an end to the war in Ukraine.

“He agreed to stop buying Russian oil and to buy much more from the United States and, potentially, Venezuela,” Trump said, referring to Prime Minister Narendra Modi.

India’s reliance on Russian crude

India has emerged as one of the largest buyers of Russian crude since the start of the Ukraine conflict. It currently imports around 1.5 million barrels of Russian oil per day, accounting for more than one-third of its total oil imports, according to global trade data.

India is the second-largest purchaser of Russian crude globally. Even after earlier US tariff measures on Indian goods, New Delhi continued its Russian oil imports, citing energy security concerns.

The Indian government has consistently maintained that securing affordable energy supplies is critical, given the country’s heavy dependence on oil imports.

Shift in energy ties after Ukraine war

Historically, India’s relationship with Russia was centred more on defence cooperation than energy trade, with Russia supplying a majority of India’s military equipment while contributing only a small share of its oil imports.

After the invasion of Ukraine, India significantly increased purchases of discounted Russian oil. The move helped India boost energy supplies while providing Russia with much-needed revenue amid Western sanctions.

As recently as December 2025, Russian President Vladimir Putin said during a visit to New Delhi that Moscow was ready to ensure uninterrupted fuel supplies to India despite pressure from the United States.

Earlier US push for Indian energy imports

Trump had earlier said, following a meeting with Prime Minister Modi in February last year, that India would begin buying more American oil and natural gas. However, those discussions did not lead to a major shift in India’s energy sourcing.

Subsequent US tariff measures also failed to significantly alter India’s stance on Russian oil imports.

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