How AI-led climate modelling could save millions of dollars

20.11.2023 1392 views

Ice storms in Texas, wildfires raging throughout Europe and killer floods from China to India. This year has been the hottest summer in human history with extreme weather events so frequent that the World Meteorological Organisation called them "the new norm."

Recently Category 5 Hurricane Otis wreaked havoc in Mexico with nearly 50 people losing their lives and over half million displaced. AI can now help better predict where disasters could strike next.

‌"We have seen that artificial intelligence can create some breakthroughs," Himanshu Gupta, CEO and co-founder of Climate AI, tells CGTN Europe. "It can help us simulate the pathways of hurricanes from the limited data that we have which allows us to get more reliable insights into which cities are at most risk by hurricanes than in a normal scenario."

While AI could bring big leaps in weather prediction, it is not here to replace meteorologists, Gupta stresses. Man and machine working together is the future. But what machine learning can do is process vast amounts of data and historical weather patterns to better understand and predict future extreme events.

Food supply chains are another huge concern with climate change and more extreme weather events like floods, droughts, and hurricanes. Imagine the damage done to crops by ever more frequent natural weather disasters. Gupta says AI can help focus on innovating specific prediction models.

"Let's say, you want to grow a drought resistant tomato in Spain," Gupta continues. "It will take them two to three years to figure out the location and to conduct trials and it's now all being done manually with teams on the ground.

"By factoring in ten years, 20 years of climate change, we can help them simulate the performance of the seeds in those locations, but also what is the right location. So a process that takes two or three years now takes minutes for them and the process that costs them millions of dollars, now basically costs hundreds of thousands of dollars."

Will AI save us from climate change?

AI can help develop the technology that will help us adapt to and potentially even reverse climate change. Andrew McAfee, a Harvard-based AI expert, was asked at the Web Summit in Lisbon whether he was afraid of AI and robots ending humanity. 

He said he was far more afraid of climate change and interested in AI's potential in understanding and mitigating some of its worst effects. He gave the example of AI's ability to better calculate carbon footprints, for example, nuclear energy modeling, adding that it can also help develop new carbon removal systems.

AI is still in its infancy, and while it is growing at a vertiginous rate, whether it can match the pace of climate change remains to be seen.

Source - https://newseu.cgtn.com

14.07.2026

Europe Warned Pollinator Loss Threatens Crops

EU-funded researchers say stronger pollinator stewardship is needed across agriculture, environment and policy to protect food security.

14.07.2026

India - A.P. farmers’ body seeks extension of crop insurance premium deadline

The Andhra Pradesh Rythu Sangham on Tuesday (July 14, 2026) urged the State government to extend the deadline for payment of farmers’ share of premiums under the Weather-Based Crop Insurance Scheme for cotton, groundnut, and tomato crops from July 15 to July 31. 

14.07.2026

Extreme heat puts Brazil’s coffee harvest at risk

Extreme heat and erratic rainfall threaten production in the world’s largest coffee-growing country, with farmers warning that disrupted flowering and uneven ripening could reduce yields and damage bean quality despite expanded irrigation and new technology.

14.07.2026

India - Crop Insurance Fraud Allegations Surface in Haryana

Congress MP from Sirsa and former Union minister Kumari Selja on Monday alleged that crop insurance claims were fraudulently processed in the names of deceased farmers in Haryana and demanded a high-level independent probe into the matter.

14.07.2026

USA - Assess Lodging Damage in Corn After High Wind Damage

Straight line winds exceeding 60 miles per hour over Independence Day weekend flattened a good number of cornfields in the southeastern part of Pennsylvania.

14.07.2026

Canada - Wheatland Conservation cancels annual tour with SaskMustard following substantial hail damage

Wheatland continues monitoring crop damage following weekend storm.

13.07.2026

China - Specialized agricultural insurance helps Fujian farmers weather the risks

Extreme weather this summer has brought growing uncertainty to agricultural production across China. In the southeastern province of Fujian, many towns and villages have felt the impact. 

13.07.2026

India - Maha Agriculture Department to deploy remote sensing & satellite imagery to curb bogus horticulture insurance claims

The state agriculture department has decided to deploy remote sensing technology and digital crop surveys to verify orchards under its horticulture crop insurance plan.