Satellite Database

Building a multi-source satellite database for advanced data engineering.

A computer screen displaying analytics dashboards with various charts, including a line graph on the left and a cohort analysis table on the right. The table is populated with different shades of blue, indicating varying levels of user activity over several weeks. Text labels and numbers detail user retention statistics.

Model Architecture

Developing EarthGPT-7B with innovative designs for enhanced analysis capabilities.

A futuristic, metallic blue satellite with large solar panels sits against a gradient background. The design is sleek and modern, with curved surfaces and detailed panel lines.

Application Validation

Validating applications in Arctic, Bay Area, and Amazon regions.

A vibrant satellite image displaying intricate patterns of rivers and water bodies across a landscape dominated by green and red hues. The intricate network of blue streams is interspersed with red-tipped ridges, set against a predominantly green and yellow terrain.

Innovate

Building a satellite database for advanced data engineering applications.

Three large satellite dishes stand on a dark, barren landscape under a deep blue sky. The scene appears to be desolate, with rocky terrain extending into the distance. The satellite dishes are evenly spaced and pointed towards the sky, suggesting a purpose of capturing signals from space. The horizon line is barely visible, shrouded in the twilight or early dawn light, creating a serene and somewhat mysterious atmosphere.

A laptop with an open screen displaying dashboard analytics featuring charts, graphs, and numerical data related to sales and subscriptions. The interface is predominantly dark-themed with sections highlighting key performance metrics. The device shown is a MacBook Pro, indicated by the keyboard layout and branding.

A large white satellite dish labeled 'TV SAT' is prominently positioned against a dramatic sunset sky filled with vibrant orange, purple, and blue hues. The satellite dish is mounted on a sturdy stand and angled upward, capturing signals.

Large satellite dishes and telecommunications towers are set against a dramatic sky filled with dark clouds. A fenced area holds multiple satellite dishes of various sizes, with one prominently displaying the letters 'MRT'. Two tall communication towers rise in the background, indicating a broadcasting or data transmission facility.

This study focuses on developing a next-generation satellite data analysis system (SatAI-2025) to address key scientific challenges: 1) How to achieve millimeter-level surface deformation detection using multi-temporal satellite data (Sentinel-2, Landsat 9, GF-7, etc.)? 2) Under climate change, how can AI models accurately interpret complex melting patterns of polar ice sheets (e.g., Greenland glaciers)? 3) For newly launched SWOT satellite data (2024), how to establish 3D dynamic models of water cycles? 4) In near-real-time disaster monitoring (e.g., 2025 March Philippines volcanic eruption), how to balance computational efficiency and prediction accuracy? 5) How to enable secure cross-border satellite data sharing via federated learning? Breakthroughs will usher in a new era of intelligent Earth observation.