Maybe try to replace the battery with a new one. My previous one's capacity dropped to ~40%, which would be ~4 hours max under light use, but after I installed a new battery it bounced back to 8~9 hours.
Honestly, the major cities in China are all seriously polluted, but still the degrees vary. Compared to Beijing, Shenzhen's pollution is light, as well to other cities with population at that scale.