The Philippines experienced a record-breaking typhoon season last year ... to call out Shell for continuing to drill for new oil and gas, as well as fighting for a major new gas field, Jackdaw ...

In September, Typhoon Yagi ravaged Vietnam ... on switching from traditional dirty energy sources, including oil and gas, to clean energy sources, such as wind and solar.

Numerical models serve as important tools in typhoon numerical simulations and operational forecasts. Since 1990, the accuracy of typhoon track forecasts using numerical models has gradually improved.