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2026 - A Multiattribute Joint Isolation Forest Framework For Ground Control Point by Aravind Suresh is a document available to read on EtoBox.

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This paper presents a novel method for extracting ground control points (GCPs) from ICESat-2 ATL08 data to assess the vertical accuracy of Digital Elevation Models (DEMs). The proposed multi-attribute joint Isolation Forest algorithm was tested across 16 diverse study areas, demonstrating minimal deviation in RMSE compared to high-precision GPS measurements for four mainstream DEM products. The findings indicate that this approach provides a reliable solution for large-scale DEM validation, especially in ch

Author
Aravind Suresh
Language
EN

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