Renewable energy sources are expected to play a key role in the global push for carbon neutrality. The operation and maintenance (O&M) of renewable power plants is expected to become increasingly important for maintaining stable electricity grids. In this context, radar satellite-based remote sensing solutions can detect mm level land displacements in the vicinity of renewable power plants. This information can help plant operators detect possible abnormalities in the plant structure and plan corrective O&M actions.