1, agricultural futures: typhoons affect crop growth and harvest. For example, agricultural products such as rice, corn and soybeans planted in typhoon-affected areas will suffer from lodging, floods and other disasters, resulting in a decrease in output, which in turn will affect the futures prices of agricultural products.

2. Energy futures: typhoons affect the energy supply chain. For example, typhoons have damaged oil fields, natural gas facilities, refineries and other energy industries, thus affecting the prices of energy futures such as crude oil and natural gas.