Cascadia Listening Post

Sunrise Mountain, August 2026

Reviewed MegaDetector results for the NPS Sunrise Mountain fixed camera across August 2026. This page leads with the strongest human-reviewed wildlife evidence found in the August pass: a black bear pair on 2026-08-21 and a clear deer on 2026-08-25. It also documents why the raw high-confidence list is not the same thing as a wildlife list.

29,581source frames in August lake partitions
18,497usable non-dark frames analyzed
347model candidates after filtering
2clear wildlife events featured after review

Featured Evidence

Annotated full frame showing two black bears at Sunrise Mountain on 2026-08-21T19:02:59Z

Black bears, visually reviewed

Timestamp: 2026-08-21T19:02:59Z

Evidence: larger bear and smaller bear visible together in the lower meadow.

Source frame: sunrise_mountain_20260821T190259Z.jpg

This event was recovered from the source-window review after uploaded clips pointed to the 19:03-19:04 GMT window. The current fixed-camera filter did not preserve it correctly as a public candidate.

Annotated full frame showing a deer detected at Sunrise Mountain on 2026-08-25T02:16:26Z

Deer, visually reviewed

Timestamp: 2026-08-25T02:16:26Z

Model: MegaDetector V6 MIT, animal confidence 0.820

Source frame: sunrise_mountain_20260825T021626Z.jpg

The model surfaced the frame; the deer label is based on visual review of the full-frame context.

Frame Context

Neighboring Sunrise Mountain frames around the bear event on 2026-08-21

Bear Event Context

The reviewed sequence spans 2026-08-21T19:00:57Z through 2026-08-21T19:09:03Z at the lake's sampled cadence. The two bears are clearest in the 19:02:59Z source frame.

Original full frame from Sunrise Mountain at 2026-08-21T19:02:59Z

Bear Original Full Frame

Unannotated source frame retained beside the boxed review image so the bear event can be judged in context.

Neighboring Sunrise Mountain frames around the deer detection on 2026-08-25

Neighboring Frames

The reviewed sequence spans 2026-08-25T02:10:22Z through 2026-08-25T02:22:31Z. The animal is clearly visible in the 02:16:26Z frame; nearby frames are mostly empty.

Original full frame from Sunrise Mountain at 2026-08-25T02:16:26Z

Original Full Frame

Unannotated source frame retained beside the boxed review image so the detection can be judged in context.

Review Summary

The August backfill changed the Sunrise picture. The previous 2026-08-28 to 2026-09-01 page was dominated by weak foggy meadow-edge candidates. The full-month review found better evidence, especially the 2026-08-21 bears and the 2026-08-25 deer.

Many top-confidence animal boxes in the full-month run were people, maintenance activity, or hikers near the camera. Those images are not included in this wildlife gallery. They are counted as part of the model review workload and should inform the next round of filtering.

Pipeline note: the bear event exposed a filtering bug. The visible animals were not correctly promoted by the current fixed-camera candidate filter, while unrelated recurring edge boxes were suppressed as static. Automation should retain source-window evidence around uploaded or detected events before final curation.

Coverage

PeriodObserved lake coverageNotes
2026-08-01 to 2026-08-050 framesNo Sunrise Mountain frames present in the lake.
2026-08-06 to 2026-08-2929,581 framesData-bearing days analyzed with MegaDetector; several days are partial captures.
2026-08-30 to 2026-08-310 framesNo Sunrise Mountain frames present in the lake.
MetricValue
Raw MegaDetector detections9,956
Filtered review candidates347
Dark or unusable frames11,084
Completed source-day runs24
Failed source-day runs0

Method Notes

MegaDetector was run as a fixed-camera scene-filtering step. It detects candidate animal/person/vehicle boxes; it does not identify species. Species wording on this page is limited to visual review of the displayed evidence. Public display is intentionally conservative: people and maintenance frames are withheld from the wildlife gallery even when the detector scored them highly. The 2026-08-21 bear event was added after source-window review showed that the fixed-camera filter had hidden it from the initial public candidate set.

Rights: Sunrise Mountain webcam imagery is credited to National Park Service, Mount Rainier National Park. See report.json for machine-readable metadata.

These pages, the code that produced them and this prose are written with AI coding agents under human direction, and reviewed before publication. How these reports are produced.