California prescribed fire monitoring program: 2019–2024

The California Prescribed Fire Monitoring Program dataset (2019-2024)
provides comprehensive ecological monitoring data from prescribed fire
treatments across California's diverse forest ecosystems. This
dataset encompasses forest structure and cover, fuel loads, and post-fire
recovery metrics, collected using a standardized protocol, from over 36
disparate sites (114 burn units, 972 plots, and 1,838 total surveys). Data
collected during pre-fire, immediate and multi-year post-fire sampling
episodes allow for robust analysis of prescribed fire effects across
variable environmental conditions. The monitoring framework captures key
ecological indicators, including tree mortality, fuel consumption,
understory vegetation response, species composition, and regeneration.
This dataset can address critical knowledge gaps regarding prescribed fire
effectiveness for ecological restoration, hazardous fuel reduction, and
ecosystem resilience objectives. These data can support evidence-based
fire management decisions, validate fire effects models, and establish
baseline reference conditions for future prescribed fire implementation
throughout California's fire-prone landscapes.