Unknown (2025) Scatterometers in cryospheric applications

Identification

• Journal: Elsevier eBooks
• Year: 2025
• Date: 2025-11-14
• Authors: Unknown
• DOI: 10.1016/b978-0-443-31380-6.00043-x

Research Groups

Not specified

Short Summary

This section explores diverse applications of scatterometer data for cryospheric monitoring, including tracking seasonal snow cover melt, analyzing polar ice shelf dynamics, mapping Antarctic sea ice with machine learning, and enhancing cryosphere analysis resolution through pan-sharpening techniques.

Objective

• To demonstrate and advance the utility of scatterometer data for various cryospheric monitoring and analysis tasks, encompassing snow, ice shelves, and sea ice, often leveraging advanced processing techniques.

Study Configuration

• Spatial Scale: Cryosphere (polar regions, Antarctica, global snow cover)
• Temporal Scale: Seasonal dynamics (snow melt), ongoing monitoring (ice shelves, sea ice)

Methodology and Data

• Models used: Machine learning algorithms (specifically for sea ice mapping). Implicitly, other algorithms for snow melt detection, ice shelf characterization, and pan-sharpening.
• Data sources: Scatterometer data (primary source). Potentially other data for pan-sharpening.

Main Results

• Demonstrates the capability of scatterometers for monitoring seasonal snow cover melt.
• Highlights applications in studying polar ice shelf dynamics.
• Presents methods for mapping Antarctic sea ice using machine learning algorithms.
• Introduces techniques for enhancing cryosphere analysis resolution through pan-sharpening of scatterometer datasets.

Contributions

• Showcases the versatility and increasing sophistication of scatterometer applications across multiple cryospheric domains.
• Introduces advanced techniques like machine learning and pan-sharpening to improve cryospheric monitoring and analysis using scatterometer data.
• Provides a comprehensive overview of scatterometer utility in cryospheric research.

Funding

Not specified

Citation

@article{Unknown2025Scatterometers,
  author = {},
  title = {Scatterometers in cryospheric applications},
  journal = {Elsevier eBooks},
  year = {2025},
  doi = {10.1016/b978-0-443-31380-6.00043-x},
  url = {https://doi.org/10.1016/b978-0-443-31380-6.00043-x}
}

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