From confex.com

Bridging the Gap Between Process-based Hydrological Models and Machine Learning through a Physics-Guided Deep Learning Approach

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Deep learning has been widely applied in hydrological processes due to its exce...

#agu24 #ecology #research #hydrology #climatechange #machinelearning

3h ago

From confex.com

Assessing Improvements From Incorporating Geostationary Remotely Sensed Cloud Cover Data Into a Spatially Distributed Snow Energy Balance Model

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The dynamics of seasonal snowpacks play a key role in water resource management...

#snow #agu24 #scicomm #science #modeling #research #earthscience

3h ago

From confex.com

What’s Next for Coupled Earth System Modeling of Wildfire I Poster

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The United States is entering a new era of increasing wildfire frequency, size, and intensity. Fire behavior is becoming more extreme, with fires becoming large and hot enough to create their own weather. There is a growing need for high-resolution weather, fire behavior, fuel, and smoke data to...

#data #agu24 #ecology #weather #wildfires #earthscience #climatechange

16h ago

From confex.com

Mapping dominant processes regulating suspended sediment dynamics across the contiguous United States

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Mapping the dominant processes responsible for fine sediment dynamics in riveri...

#agu24 #science #research #earthscience #climatechange

16h ago

From confex.com

Hidden Short-term C-Q Patterns Embedded Within Long-term C-Q Patterns in an Intermittent Stream

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Intermittent rivers and ephemeral streams (IRES) are ubiquitous and constitute ...

#agu24 #ecology #science #research #chemistry #climatechange

22h ago

From confex.com

Integrating Innovative Observations into Coupled Wildfire Models

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Accurate wildfire and smoke modeling is extremely sensitive to the initial cond...

#agu24 #ecology #research #climatechange

22h ago

From confex.com

Shaping the Future of Critical Zone Science: Advancing Transdisciplinary and Interagency Collaboration for a Resilient Planet

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Critical Zone (CZ) observatories and CZ sciences serve as crucial platforms for tackling contemporary environmental challenges, such as water and food insecurity, inequity, and climate disturbances. Collaborations across sites, networks, and agencies are essential to integrate findings,...

#agu24 #science #education #resilience #CriticalZone

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