In 2021, Nepal underwent its most severe fire season, resulting in a fire rate 10 times greater than the historical average in many areas of the country with record-high air pollution levels. Leading the fire outbreaks in March of 2021, the country experienced an extreme precipitation deficit and drought in the post-monsoon season. Current community forest management practices and resultant forest growth may have exacerbated the conflagration, but an analysis using observational, reanalysis, and climate model ensemble data indicates that climate variability and climate change induced severe drought conditions that resulted in the anomalous fire season. While warning of the likely re-occurrence of extremely active fire seasons in Nepal through the end of the 21st century, this research also proposes a statistical model for sub-seasonal prediction that could help mitigate the projected effects of the drought-fire paradigm.

A heatwave and fire outbreak in the western United States in early September of 2020 resulted from an atmospheric wave train that spanned the Pacific Ocean basin. Days before the atmospheric waves developed in the U.S., three western Pacific tropical cyclones underwent an extratropical transition within an unprecedentedly short span of 12 days. Using a climate diagnostic approach and historical forecast data from the Global Ensemble Forecast System (GEFS), it was found that the amplitude of the atmospheric waves accompanying the western U.S. fire weather would have been reduced if not for the influence of these cyclones. Together, the recurving typhoons provided a significant source of Rossby wave activity toward North America-amplifying the ridge over the U.S. west coast while deepening the trough in central Canada. This anomalous circulation was a precursor to the severe frontal system that caused extreme winds in western Oregon-starting and rapidly spreading fire.