Earth Systems

Integrating data to model extreme weather impacts on ecosystems.

A swirling storm cloud dominates the sky, creating a dramatic and imposing atmosphere. The landscape below is flat, with a stretch of road and some vegetation visible. The storm appears to be intense, with dark and heavy clouds suggesting possible rainfall.
A swirling storm cloud dominates the sky, creating a dramatic and imposing atmosphere. The landscape below is flat, with a stretch of road and some vegetation visible. The storm appears to be intense, with dark and heavy clouds suggesting possible rainfall.
Model Training

Building and optimizing earth system science models effectively.

A stormy beach scene with dark clouds looming over the ocean. The waves crash onto a sandy shore, where small pebbles and debris are scattered. The atmosphere is tense with the impending weather change.
A stormy beach scene with dark clouds looming over the ocean. The waves crash onto a sandy shore, where small pebbles and debris are scattered. The atmosphere is tense with the impending weather change.
Dark storm clouds loom over a rugged mountain range, partially covered with snow, creating a dramatic and intense atmosphere. A patch of lighter clouds breaks through, highlighting the mountain peaks below.
Dark storm clouds loom over a rugged mountain range, partially covered with snow, creating a dramatic and intense atmosphere. A patch of lighter clouds breaks through, highlighting the mountain peaks below.
A rugged coastal landscape featuring rocky terrain and crashing ocean waves. In the distance, there are snow-capped mountains and a small weather station with a radar dome and a lighthouse, situated on the rocky land. The sky is overcast with clouds.
A rugged coastal landscape featuring rocky terrain and crashing ocean waves. In the distance, there are snow-capped mountains and a small weather station with a radar dome and a lighthouse, situated on the rocky land. The sky is overcast with clouds.
Data Integration

Preprocessing multi-sourced data for comprehensive model analysis.

Earth System Modeling

Our services include data integration, model training, and analysis of extreme weather impacts.

Dark stormy sky with dramatic, swirling clouds and bright streaks of lightning cutting across the scene. Silhouettes of trees are visible in the foreground, contrasting against the illuminated sky.
Dark stormy sky with dramatic, swirling clouds and bright streaks of lightning cutting across the scene. Silhouettes of trees are visible in the foreground, contrasting against the illuminated sky.
A large, towering cloud formation dominates the sky, with a mix of dark and light tones suggesting a dynamic weather change. Below, a cityscape with various buildings and a smokestack is visible against the horizon, partially obscured by the pending storm.
A large, towering cloud formation dominates the sky, with a mix of dark and light tones suggesting a dynamic weather change. Below, a cityscape with various buildings and a smokestack is visible against the horizon, partially obscured by the pending storm.
Data Integration

We integrate and preprocess multi-source data including meteorological, oceanic, terrestrial, and ecological data.

Model Training

Combining deep learning and physics-driven methods, we build and train advanced earth system science models.

Contact Us

A massive tornado swirls ominously over a vast open field, with dark, dense clouds trailing across the sky. Power lines stretch across the landscape, emphasizing the storm's scale. The horizon is shadowed by the approaching storm, while patches of green grass are visible in the foreground.
A massive tornado swirls ominously over a vast open field, with dark, dense clouds trailing across the sky. Power lines stretch across the landscape, emphasizing the storm's scale. The horizon is shadowed by the approaching storm, while patches of green grass are visible in the foreground.

Reach out for inquiries on our earth systems model training and data integration services.

Framework

Integrating multi-sourced data for atmospheric modeling.

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