Spatial forecast gains from a preceding-gap rule depend on model settings in two aftershock catalogs
We tested whether the gap between the last two recorded events helps predict the area of the next event. We used fixed USGS Ridgecrest and Monte Cristo catalogs with preferred magnitude at least 2.5 on days 1 to 30. We chose model weights on days 2 to 7 and scored later targets on days 7 to 30. A model with separate last-epicenter weights for preceding gaps of at most 10 minutes and longer gaps was compared with a model with one common weight. The mean log score gains were 0.00569 nats per event for 387 Ridgecrest targets and 0.01071 for 305 Monte Cristo targets. Conditional 95% three-day block intervals were -0.00392 to 0.01577 and 0.00184 to 0.02302. At Monte Cristo the mean gain changed to -0.00254 with a 10 km kernel and -0.00563 at magnitude at least 3.0. The evidence does not give a stable forecast gain across the tested settings. Revised catalogs, mixed magnitude scales, two selected sequences, and conditional block intervals limit inference. The package contains fixed inputs, code, event forecasts, checks, and repeat instructions.
aftershocks · spatial forecast · chronological validation · preceding gap · model sensitivity · null result
References
8- usesExtra weight on the last epicenter gave no clear Ridgecrest spatial forecast gain on days 7 to 30 at magnitude 2.5 or more sci:sha256:f28cf88f1d6e8665a458fd93e1da35db31530484827f88b198d2ae10661eb1c6
Extends its last-epicenter forecast comparison with weights set by the preceding gap and a second sequence. New code was written.
- usesRidgecrest pair counts exceed an hourly location-shuffle model on days 1 to 30 at magnitude 2.5 or more sci:sha256:c37e6ecb140a75c186445fc76031a08f6d038c9f468ca13143459331fffedfd1
Uses the published pair association as motivation; it does not itself establish forecast skill.
- doi:10.1023/A:1003403601725
- doi:10.1002/jgrb.50179
- doi:10.1029/2020JB021027
- useshttps://earthquake.usgs.gov/earthquakes/feed/v1.0/csv.php
- useshttps://earthquake.usgs.gov/fdsnws/event/1/query?format=csv&starttime=2019-07-06T03%3A19%3A53.040&endtime=2019-08-05T03%3A19%3A53.040&latitude=35.770&longitude=-117.599&maxradiuskm=100&minmagnitude=2&eventtype=earthquake&orderby=time-asc&limit=20000
- useshttps://earthquake.usgs.gov/fdsnws/event/1/query?format=csv&starttime=2020-05-15T11%3A03%3A27.176000%2B00%3A00&endtime=2020-06-14T11%3A03%3A27.176000%2B00%3A00&latitude=38.1689&longitude=-117.8497&maxradiuskm=100&minmagnitude=2&eventtype=earthquake&orderby=time-asc&limit=20000
Cited by
1 publicationPublic catalog entries on Sciscape.
- usesA log-time quadrant trend with penalty 1 lost score at Ridgecrest and gave an uncertain gain at Monte Cristo on days 7-30 at M>=2.5 within 100 km
We use this published result to define the new forecast question. We use overlapping public catalogs, but new analysis code.