Today’s Solutions: April 25, 2024

Lightning strikes may be beautiful to see, but the consequences of them can be brutal. For one, lightning kills more people each year than tornadoes or hurricanes. On top of that, lightning strikes can be detrimental to farmers as they can cause fires that can destroy millions of dollars’ worth of crops. Lightning belongs in the category of things that show nature is all-mighty, but that doesn’t mean we can’t be better prepared for when lightning will strike.

In Switzerland, a team of researchers has been working on an artificial intelligence system that can predict lightning strikes down to the nearest 10 to 30 minutes inside a 30-kilometer radius (about 18.6 miles). To do this, the team trained their machine-learning algorithm to recognize weather conditions that typically lead to lightning. Specifically, they used four variables, including air pressure at station level, air temperature, relative humidity, and wind speed. 

After the algorithm completed its learning phase, it made correct predictions about new lightning strikes about 80 percent of the time. It’s the first time a simple model, trained on meteorological data, has predicted lightning strikes with live calculations. And since it’s based on existing data, it’s pretty cheap and simple to replicate.

Pretty nifty, especially considering that the only warning system for lightning has long been storm clouds.

Solutions News Source Print this article
More of Today's Solutions

How citizen scientists are driving tangible change in Australia

Citizen science has evolved as a formidable force in conservation, propelled by regular people's passion and dedication to conserving our planet's irreplaceable ecosystems. Citizen ...

Read More

Meet Dr. Wade: writer of thousands of Wikipedia pages for women scientists

Though the world has made some strides in gender equality, there is certainly still room for improvement, especially in the field of science, technology, ...

Read More

Art preserves endangered flora in Himalayas—where conservation and culture co...

"In 2002, I was returning to Kalimpong in the eastern Himalaya region of India, and I found numerous trees had been cut down for ...

Read More

Prescribed thinning and controlled burns critical in preventing California wi...

A pioneering two-decade-long study done in California's Sierra Nevada mountains confirms the effectiveness of forest management strategies such as restorative thinning and regulated burning ...

Read More