Supplementary experiments¶

These are configuration controls and earlier explorations, not additional final methods. The main comparison contains exactly three methods: single-station STA/LTA, standard multi-station trigger, and travel-time-constrained association.

/Users/fengjinwei/Documents/Codex/2026-10-03/referenced-chatgpt-conversation-this-is-an/work/venv/lib/python3.9/site-packages/urllib3/__init__.py:35: NotOpenSSLWarning: urllib3 v2 only supports OpenSSL 1.1.1+, currently the 'ssl' module is compiled with 'LibreSSL 2.8.3'. See: https://github.com/urllib3/urllib3/issues/3020
  warnings.warn(
Out[1]:
Model on off minimum extension station
0 Single-station STA/LTA 8 1.2 1 0 EAB
1 Standard multi-station trigger 8 1.2 2 0 —
2 Travel-time-constrained association 12 1.2 2 0 —

Coverage and calibration controls¶

Four configurations separate station coverage from recalibration. They are not four competing final models, and do not isolate the effect of each association component.

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Earlier complex-model exploration¶

These experiments use their own earlier threshold controls and original station network. They are not directly comparable with the final expanded-network results. No consistent advantage justified replacing the selected threshold-based method.

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