Global Earth System Model Visualization with Ocean and Atmospheric Currents
PLANETARY BOUNDARIES

Climatology & ESM

Long-term Projections: Century-scale simulations through multi-physics coupling.

Decoding the Planet’s Future

Earth System Modeling (ESM) requires more than just raw speed; it demands **stability and massive data persistence**. Malgukke delivers the **HPC fabrics** necessary to couple ocean, atmosphere, and cryosphere models into a single, cohesive projection, allowing scientists to track the global carbon budget across decades of simulated time.

Long-term Projections

Running century-scale climate simulations with intensive multi-physics coupling to predict future climate states.

Century-Scale Stability: Optimizing code for ultra-long runtimes on massively parallel architectures without drift.
Coupled Model Intercomparison: Facilitating CMIP-class workflows to harmonize ocean, ice, and land-surface feedback loops.

Carbon Cycle Modeling

Tracking global emissions and their cumulative impact on terrestrial and marine ecosystems.

Biogeochemical Flux: Simulating the absorption and release of CO2 by forests and oceans at high resolution.
Emission Impact Analysis: Mapping the non-linear relationship between anthropogenic output and ecosystem collapse thresholds.

ESM Logic: Coupling -> Calculation -> Projection

Simulation Sphere HPC / Action Operational Outcome
Atmosphere-Ocean Coupling massive fluid dynamics grids via OASIS3-MCT. Sea Level Rise Projections
Biosphere Modeling photosynthesis and respiration across global grid cells. Global Carbon Budget Tracking
Cryosphere Simulating thermodynamic ice sheet thinning on GPU arrays. Albedo Feedback Verification

Global Pillars of Climate Research

Max Planck Institute for Meteorology
IPCC Data Support
Potsdam Institute for Climate Impact Research

Malgukke Insight: The Storage Longevity Challenge

Climate models do not just generate data; they generate a historical record.

The challenge in ESM is not just the **I/O peak**, but the **archival integrity**. Century-scale projections create petabytes of data that must remain accessible for decades for retrospective analysis. Malgukke architectures prioritize tiered storage solutions where high-performance NVMe tiers for active calculation are seamlessly integrated with cold-storage tape or object-storage for long-term scientific preservation.