It’s hard to forget the thick smoke plumes blanketing Australia’s cities and towns during the black summer. But consecutive days of smoke haze can also come from planned burns to reduce fuel loads, and fires set after logging.

Expanding planned burning is often touted as a way to mitigate the risk of...