MAPUNet: Mining Area Deformation Monitoring Results

A dataset likely contains results from a proposed multi-scale phase unwrapping method (MAPUNet) for monitoring large deformation gradients in mining areas. The data was authored by Baojing Zhang and was last updated on May 26, 2026. It is stored in an XLS file with a size of 5.5 KB.

Use Cases

• Benchmarking phase unwrapping algorithms based on simulated interferograms with different signal-to-noise ratios.
• Training neural networks for interferogram feature extraction based on the described multi-attention mechanism.
• Analyzing surface deformation in mining areas based on the inversion results from the MAPUNet model.

Strengths

• The dataset is associated with a method that reportedly increased SSIM by 0.298 compared to a baseline model.
• The method achieved deformation inversion for a mining area in Shanxi, with a reported maximum settlement of -9.3 cm within one month.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.

Provenance

Source

Baojing Zhang

Collection Method

Likely generated from simulated interferograms and applied to real mining area interferograms.

Freshness

Last updated 2026-05-26 17:39:13; freshness should be verified.

Geography

Mining area in Shanxi, China.