Seismic Avalanche Detection for the Turnagain Arm Transportation Corridor
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2026-05-01
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Edition:Final Report (Dec 2025 - May 2026)
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Abstract:Three inexpensive ultra-low-noise MEMS accelerometers were deployed along the Turnagain Arm corridor near Girdwood, Alaska, to evaluate automated seismic avalanche detection. Over 145 days of monitoring, 400 seismic events were recorded including two confirmed avalanches on the same evening (one detected seismically, one confirmed by sensor burial). A hybrid classification algorithm achieves 94.7% cross-validated accuracy and correctly identifies the detected avalanche. The detection algorithm requires validation with additional avalanche events in a second monitoring season.
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Main Document Checksum:urn:sha-512:00bd6eeb5bde6587be061c717d216cb1cf580c0ad552092284c096a355673d9695dae077523149427038dbd441cea3cd20c534b0485425e3f5f7da15d4e3224d
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