Interactive research vision

Future Earth Observation Vision

A conceptual interactive vision for integrating satellite, ground, UAV, and low-altitude observations across space and time.

This conceptual interface explores how satellite, ground, and low-altitude observations could work together with data assimilation, machine learning, and process-based models to study a changing Earth across spatial and temporal scales.

Simulated multi-platform observatory

Observe, integrate, and model the Earth system

Concept visualization only. Water states, positions, trajectories, observation windows, and data flows are synthetic, simulated, and not to scale.

Spatial scale
Observation layers

Multi-scale observation concept

Satellites provide broad coverage, ground networks constrain local states, and UAV surveys connect regional and near-surface observations.

  • Satellite: surface water, soil moisture, and terrestrial water storage
  • Ground: groundwater, soil moisture, and river monitoring networks
  • Low altitude: near-surface, UAV survey, and regional sensing layers
  • Water states: synthetic annual wet and dry cycles across four concept regions

The interactive WebGL view will replace this diagram when supported.

Water state Satellite Ground UAV Data flow
Apr 1 · Day 91

Drag to rotate, use the wheel or pinch gesture to zoom, select an object for details, or use the controls to change scale, layers, water variable, concept region, and simulated date.

From observation to Earth-system understanding

  1. Observe Coordinate satellite, ground, and low-altitude measurements across scales.
  2. Integrate Detect bias, harmonize resolution, and assimilate complementary observations.
  3. Model Combine process understanding with differentiable and data-driven models.
  4. Anticipate Explore evolving water-system states, uncertainty, and human influence.