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Earth System Modeling

Integrating data to analyze extreme weather and optimize global ecosystem impact assessments.

Innovative Earth System Science Solutions

We specialize in advanced modeling and analysis of extreme weather impacts on ecosystems and society, integrating multi-source data for comprehensive insights and optimization.

A weather station is installed in the middle of a lush, green agricultural field under a clear blue sky. The setup includes an anemometer and other meteorological instruments perched atop a tall pole. The field is neatly organized with rows of plants, and small trees are scattered along the horizon.
A weather station is installed in the middle of a lush, green agricultural field under a clear blue sky. The setup includes an anemometer and other meteorological instruments perched atop a tall pole. The field is neatly organized with rows of plants, and small trees are scattered along the horizon.

Data Integration Services

We integrate and preprocess multi-source data to enhance the accuracy of our earth system models.

A massive cyclone as seen from space, with a clearly defined eye at the center surrounded by swirling clouds and strong winds. The curvature of the Earth is visible, emphasizing the vastness of the storm in comparison to the planet.
A massive cyclone as seen from space, with a clearly defined eye at the center surrounded by swirling clouds and strong winds. The curvature of the Earth is visible, emphasizing the vastness of the storm in comparison to the planet.
Dramatic, swirling storm clouds fill the sky above a small rural area with houses and trees. Power lines stretch across the scene, and a few people are visible on the ground.
Dramatic, swirling storm clouds fill the sky above a small rural area with houses and trees. Power lines stretch across the scene, and a few people are visible on the ground.

Data Integration

We integrate and preprocess multi-source data for comprehensive analysis, enhancing the accuracy of our earth systems models and facilitating better understanding of complex environmental interactions.

A tornado extends from dark, stormy clouds down to a flat, green field, with an irrigation system in the background. The sky is overcast with a foreboding atmosphere.
A tornado extends from dark, stormy clouds down to a flat, green field, with an irrigation system in the background. The sky is overcast with a foreboding atmosphere.

Model Training

Our approach combines deep learning with physics-driven methods to build and train robust earth systems models, aimed at predicting and analyzing extreme weather phenomena effectively.

BuildaLarge-ScaleEarthSystemScienceModel:Successfullyconstructalarge-scale

Earthsystemsciencemodel,integratingmulti-sourcedataandrevealingthechain

reactionmechanismsofextremeweatherevents.

EnhanceExtremeWeatherPredictionCapabilities:Significantlyimprovetheaccuracy

andtimelinessofextremeweatherpredictionsthroughmodeloptimizationand

validation.

AssessMulti-DimensionalImpacts:Comprehensivelyassessthemulti-dimensional

impactsofextremeweatheronglobalecosystemsandhumansociety,providinga

scientificbasisfordecision-making.

PromoteGlobalClimateGovernance:Providetechnicalsupportforglobalclimate

governanceanddisasterresponse,promotingsocialprogressandsustainable

development.

FacilitateInterdisciplinaryResearch:Promoteinterdisciplinaryresearchand

collaborationinEarthsystemscience,artificialintelligence,anddisasterresponse.

Framework

Integrating multi-sourced data for atmospheric modeling.

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