Surface runoff mobilizes the burned residues and ashes produced during wildfires and
deposits them in surface waters, thereby deteriorating water quality. A lack of a consistent …

In recent years, the pan-Arctic region has experienced increasingly extreme fire seasons.
Fires in the northern high latitudes are driven by current and future climate change, lightning …

This paper presents a comprehensive evaluation of YOLO architectures for smoke and
wildfire detection, including YOLOv5, YOLOv6, YOLOv7, YOLOv8, and YOLO-NAS. We aim …

Fire is an integral component of ecosystems globally and a tool that humans have
harnessed for millennia. Altered fire regimes are a fundamental cause and consequence of …

Fire is a primary disturbance in the world's forested ecosystems and its impacts are
projected to increase in many regions due to global climate change. Fire impacts have been …

Post-fire hydrologic research typically focuses on the first few years after a wildfire, leading
to substantial uncertainty regarding the longevity of impacts. The time needed for hydrologic …

Severe wildfire is altering the natural and the built environment and posing risks to
environmental and societal health and well-being, including cascading impacts to water …

As one of the most intensively eroded regions worldwide, soil erosion assessment is
currently gaining further momentum in the Loess Plateau (LP), China. However, there exist …

The design and implementation of pre-fire management strategies in heterogeneous
landscapes requires the identification of the ecological conditions contributing to the most …

Wildfires are a natural landscape disturbance in many climates and forest types, but the
cumulative impact of human-caused climate change, historical fire management and …