A review of hybrid deep learning applications for streamflow forecasting
Deep learning has emerged as a powerful tool for streamflow forecasting and its
applications have garnered significant interest in the hydrological community. Despite the …
applications have garnered significant interest in the hydrological community. Despite the …
Understanding fire regimes for a better Anthropocene
Fire is an integral part of the Earth System and humans have skillfully used fire for millennia.
Yet human activities are scaling up and reinforcing each other in ways that are reshaping …
Yet human activities are scaling up and reinforcing each other in ways that are reshaping …
Observed humidity trends in dry regions contradict climate models
IR Simpson, KA McKinnon… - Proceedings of the …, 2024 - National Acad Sciences
Arid and semi-arid regions of the world are particularly vulnerable to greenhouse gas–
driven hydroclimate change. Climate models are our primary tool for projecting the future …
driven hydroclimate change. Climate models are our primary tool for projecting the future …
Review of wildfire modeling considering effects on land surfaces
Wildfires are part of the natural cycle of life in vegetated regions. The apparent increase in
size and frequency of recent years reflects land management legacy, expansion of human …
size and frequency of recent years reflects land management legacy, expansion of human …
[HTML][HTML] Monitoring and cordoning wildfires with an autonomous swarm of unmanned aerial vehicles
Unmanned aerial vehicles, or drones, are already an integral part of the equipment used by
firefighters to monitor wildfires. They are, however, still typically used only as remotely …
firefighters to monitor wildfires. They are, however, still typically used only as remotely …
River water quality shaped by land–river connectivity in a changing climate
River water quality is crucial to ecosystem health and water security, yet its deterioration
under climate change is often overlooked in climate risk assessments. Here we review how …
under climate change is often overlooked in climate risk assessments. Here we review how …
Increasing wildfire impacts on snowpack in the western US
Wildfire area has been increasing in most ecoregions across the western United States,
including snow-dominated regions. These fires modify snow accumulation, ablation, and …
including snow-dominated regions. These fires modify snow accumulation, ablation, and …
Winter and spring climate explains a large portion of interannual variability and trend in western US summer fire burned area
R Abolafia-Rosenzweig, C He… - Environmental Research …, 2022 - iopscience.iop.org
This study predicts summer (June–September) fire burned area across the western United
States (US) from 1984 to 2020 using ensembles of statistical models trained with pre-fire …
States (US) from 1984 to 2020 using ensembles of statistical models trained with pre-fire …
The impact of wildfires on air pollution and health across land use categories in Brazil over a 16-year period
Forest fires cause many environmental impacts, including air pollution. Brazil is a very fire-
prone region where few studies have investigated the impact of wildfires on air quality and …
prone region where few studies have investigated the impact of wildfires on air quality and …
Modeling Post‐Wildfire Hydrologic Response: Review and Future Directions for Applications of Physically Based Distributed Simulation
Wildfire is a growing concern as climate shifts. The hydrologic effects of wildfire, which
include elevated hazards and changes in water quantity and quality, are increasingly …
include elevated hazards and changes in water quantity and quality, are increasingly …