Earth System

Constructing frameworks and integrating large-scale environmental data for analysis.

A group of vehicles parked on a rural road under a dark, ominous sky. The clouds appear heavy and stormy, suggesting severe weather conditions. Some vehicles are equipped with weather-monitoring instruments, indicating they are likely storm-chasing or studying the weather.
A group of vehicles parked on a rural road under a dark, ominous sky. The clouds appear heavy and stormy, suggesting severe weather conditions. Some vehicles are equipped with weather-monitoring instruments, indicating they are likely storm-chasing or studying the weather.
Data Integration

Integrating meteorological, oceanic, and terrestrial data for comprehensive model training.

An aerial view of a landscape showing significant damage from a recent storm. The image depicts uprooted trees and debris scattered across a grassy area. A damaged building is visible, partially covered by broken branches and leaves. Several vehicles and trailers are present along a nearby road, with fields in the background.
An aerial view of a landscape showing significant damage from a recent storm. The image depicts uprooted trees and debris scattered across a grassy area. A damaged building is visible, partially covered by broken branches and leaves. Several vehicles and trailers are present along a nearby road, with fields in the background.
Model Training

Combining deep learning methods with physics-driven approaches for effective model performance.

Data Integration Services

We integrate and preprocess multi-sourced data for comprehensive analysis in earth system science modeling.

A vast green field extends towards the horizon under a dramatic and dark stormy sky. Large, swirling clouds dominate the scene, creating a stark contrast with the vibrant greenery below. Trees and small structures can be seen in the distance, emphasizing the scale of the approaching storm.
A vast green field extends towards the horizon under a dramatic and dark stormy sky. Large, swirling clouds dominate the scene, creating a stark contrast with the vibrant greenery below. Trees and small structures can be seen in the distance, emphasizing the scale of the approaching storm.
Dark storm clouds hover over a rural landscape with green fields and patches of forest. In the foreground, rooftops with solar panels and flowering bushes are visible.
Dark storm clouds hover over a rural landscape with green fields and patches of forest. In the foreground, rooftops with solar panels and flowering bushes are visible.
Model Construction

We build and train earth system science models using deep learning and physics-driven methodologies.

Impact Assessment

Assessing the impacts of extreme weather on ecosystems and society while optimizing model performance through validation.

Contact Us

A scientific research station or observatory perched on the snowy peak of a mountain. The structure is surrounded by snow and ice, with rocky elements visible on the edge of the ridge. The sky is overcast and mostly white, blending with the snowy landscape.
A scientific research station or observatory perched on the snowy peak of a mountain. The structure is surrounded by snow and ice, with rocky elements visible on the edge of the ridge. The sky is overcast and mostly white, blending with the snowy landscape.

Reach out for inquiries about our Earth systems model integration and analysis services. We're here to help.

Framework

Integrating multi-sourced data for atmospheric modeling.

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