Graph neural network has shown impressive ability to capture relations among support
(labeled) and query (unlabeled) instances in a few-shot task. It is a feasible way that features …

Hazy images captured under ill-posed scenarios with scattering medium (ie haze, fog, or
smoke) are contaminated in visibility. Inevitably, these images are further degraded by …

High spatial resolution commercial satellite data provide new opportunities for terrestrial
monitoring. The recent availability of near-daily 3 m observations provided by the …

Accurate and timely mapping of wildfire burned areas is crucial for post-fire management,
planning, and next subsequent actions. The monitoring and mapping of the burned area by …

Forest fires caused by natural causes such as climate change, temperature increase,
lightning strikes, volcanic activity or human effects are among the world's most dangerous …

Accurate mapping of burned areas (BAs) is essential for post-disaster reconstruction, air
quality assessment, and estimation of fire emissions. Remote sensing has become the most …

Burned area (BA) mapping of a forest after a fire is required for its management and the
determination of the impacts on ecosystems. Different remote sensing sensors and their …

Pantanal is the largest continuous wetland in the world, but its biodiversity is currently
endangered by catastrophic wildfires that occurred in the last three years. The information …

Wildfires are increasingly understood as an ecological driver within the entire Arctic biome.
Arctic soils naturally store large quantities of C, as peat has formed throughout the …

Wildfires are one of the most destructive natural disasters that can affect our environment,
with significant effects also on wildlife. Recently, climate change and human activities have …