{ "schema": "olmoearth-nepal-live-twin/v2", "generated_at": "2026-09-04T01:14:22Z", "event": { "name": "2026 Rasuwa–Bhote Koshi flash flood", "occurred_at": "2026-08-26T02:52:10Z", "cause_status": "An ice–rock avalanche, roughly 1 km² of rock-glacier material detached from a north-facing slope near the Lhende river some 20 km upstream of Rasuwagadhi, entrained proglacial sediment and temporarily dammed the river before releasing. This was not a glacial lake outburst flood, although much early coverage described it as one. The mass movement itself produced a seismic signal above M5 near Langtang/Lirung; the earthquake was a consequence of the collapse, not its trigger. Source: Government of Nepal NDRRMA Rasuwa Flood Situation Report #01, 1 Sep 2026 09:00, and the USGS landslide-hazards event page (M5.2 equivalent, ~100 km runout, marked preliminary).", "evidence_status": "The contract-correct 27-window OLMoEarth screening is complete. Event change is below the single matched-location ordinary transition in almost every token; the result prioritizes review but does not establish damage or a calibrated anomaly.", "official_sources": { "ndrrma_sitrep_01": "https://ndrrma.gov.np/mediafiles/rasuwa/Rasuwa_Flood_SitRep_Temp_ENG_01_01092026.pdf", "usgs_event_page": "https://www.usgs.gov/programs/landslide-hazards/science/2026-nepal-debris-avalanche-and-flash-flood", "copernicus_ems": "https://mapping.emergency.copernicus.eu/activations/EMSR927/", "note": "Casualty figures in circulation are wildly inconsistent; quote NDRRMA SitRep #01 with its timestamp or nothing. This site does not publish a toll." } }, "incident_updates": [ { "occurred_at_utc": "2026-08-26T02:52:10Z", "status": "primary_event", "relation": "same_event_sequence", "title": "Langtang Lirung rock–ice collapse", "summary": "USGS reclassified the initial earthquake-like signal as an M5.2-equivalent landslide/glacial-collapse signal at zero depth; the source is on the Nepal side of Langtang Lirung.", "source": "USGS Landslide Hazards Program", "source_url": "https://www.usgs.gov/programs/landslide-hazards/science/2026-nepal-debris-avalanche-and-flash-flood" }, { "occurred_at_utc": "2026-08-26T05:52:00Z", "status": "secondary_signal", "relation": "same_day_signal_not_new_27_aug_event", "title": "Second seismic landslide signal", "summary": "A second M4.2-equivalent signal followed roughly three hours later on 26 Aug. It is not evidence of a separate 27 Aug Tibet landslide.", "source": "USGS Landslide Hazards Program", "source_url": "https://www.usgs.gov/programs/landslide-hazards/science/2026-nepal-debris-avalanche-and-flash-flood" }, { "occurred_at_utc": "2026-08-27T05:59:00Z", "status": "secondary_hazard_reported", "relation": "aftermath_of_26_aug_event", "title": "Debris-dammed lake reported", "summary": "Authorities reported a new upstream barrier lake created in the aftermath of the collapse; its exact public coordinates remained unresolved.", "source": "NDRRMA / AP", "source_url": "https://apnews.com/article/nepal-lake-china-flood-tibet-climate-5086eb25e29b23019632f7817739f807" }, { "occurred_at_utc": "2026-08-28T12:00:00Z", "status": "monitoring_continues", "relation": "aftermath_of_26_aug_event", "title": "Barrier lake draining", "summary": "Chinese authorities reported the lake was draining and its level had fallen, while monitoring for secondary hazards continued.", "source": "State Council of the People's Republic of China", "source_url": "https://english.www.gov.cn/news/202608/28/content_WS6a91259dc6d00ca5f9a0cd54.html" } ], "points": [ { "id": "E", "display_label": "SOURCE ESTIMATE", "map_label": "E · SOURCE", "stage": 1, "marker_color": "#ff4d6d", "in_event_chain": true, "name": "Langtang Lirung collapse source", "coordinates": [ 85.5194, 28.2765 ], "role": "source_provisional", "place": "North flank of Langtang Lirung, Rasuwa, Nepal (satellite/seismic estimate)", "source": "USGS + China Geological Survey + satellite interpretation", "source_url": "https://www.usgs.gov/programs/landslide-hazards/science/2026-nepal-debris-avalanche-and-flash-flood", "evidence_level": "source_estimate_not_release_polygon", "story": "The rock–ice collapse began on the Nepal side of Langtang Lirung. This red marker is the best public source-search estimate—not a surveyed release polygon. It is the event origin; A and B are downstream impact/checkpoint windows. Update 2026-09-08: UNOSAT has since mapped the detachment zone from Landsat-9 (1.955 km², centroid 85.5213, 28.2891). This provisional anchor sits 0.63 km from that polygon's edge — close, but the polygon is the better object and it is what the radar ranking is now scored against (M94). Turn on OFFICIAL to see it.", "story_ko": "붕괴는 네팔 영내 랑탕 리룽에서 시작됐다. 빨간 점은 공개된 자료로 추정한 발원 지점으로, 현장에서 실측해 확정하지는 않았다. 여기서 시작된 흐름이 아래로 내려가 A와 B에 닿았다.", "distance_from_a_km": 13.84, "nearest_window": "v050", "nearest_window_km": 0 }, { "id": "D", "display_label": "SECONDARY HAZARD", "map_label": "D · LAKE SEARCH", "stage": 2, "marker_color": "#9b7bff", "in_event_chain": true, "name": "Barrier lake (reported)", "coordinates": [ 85.48, 28.285 ], "role": "upstream_hazard_provisional", "place": "Lhende Khola upstream corridor, Gyirong County, Tibet (provisional)", "source": "NDRRMA report + AP and Chinese government updates; exact coordinates unpublished", "source_url": "https://apnews.com/article/nepal-lake-china-flood-tibet-climate-5086eb25e29b23019632f7817739f807", "evidence_level": "reported_hazard_position_illustrative", "story": "A reported debris-dammed lake formed during the aftermath. Its public footprint is unresolved, so this purple marker is an approximate search zone—not a second collapse origin or a simulated lake boundary. A model-free search of the ±5 km zone found the 27 Aug optical scene 85% cloud, so new water cannot be confirmed; same-orbit Sentinel-1 (23 Jul·4 Aug·16 Aug median vs 28 Aug) shows ≥3 dB backscatter drops clustered in the Lhende valley south-west of the source (largest 0.38 km² at 85.507E 28.251N). Radar alone cannot tell standing water from wet debris, so these are search targets, not a lake outline. Update 2026-09-08: UNOSAT mapped the actual impounded lakes on Cartosat-3 on 28 August (two polygons, 0.314 km² total). This reported point is 2.94 km from them, so treat the point as hearsay and the polygons as the record. Turn on OFFICIAL to see them.", "story_ko": "흘러내린 토사와 돌에 물길이 막히면서 호수가 생겼다는 보고가 뒤따랐다. 공개된 위치 자료가 없어 보라색 점은 대략적인 수색 범위로 볼 수 있다.", "distance_from_a_km": 10.01, "nearest_window": "v047", "nearest_window_km": 1 }, { "id": "A", "display_label": "IMPACT WINDOW", "map_label": "A · IMPACT", "stage": 3, "marker_color": "#ff8a3d", "in_event_chain": true, "name": "Rasuwagadhi impact AOI", "coordinates": [ 85.3780644, 28.2786794 ], "role": "impact_focus", "place": "Pasang Lhamu Highway, Rasuwagadhi, Rasuwa, Nepal", "source": "user coordinate + OSM Nominatim reverse lookup; USGS event assessment", "source_url": "https://www.usgs.gov/programs/landslide-hazards/science/2026-nepal-debris-avalanche-and-flash-flood", "evidence_level": "verified_aoi_reported_impact_corridor", "story": "The principal before/after inspection window at the Nepal–China crossing. A is not the collapse origin: it is where the upstream cascade reached infrastructure and where the current satellite time series is centered.", "story_ko": "네팔과 중국 국경 지역을 사건 전후로 비교한 구역이다. 상류에서 시작된 산사태와 홍수가 기반시설에 닿은 지점으로, 이번 관측에서 피해가 가장 큰 곳으로 보인다.", "distance_from_a_km": 0, "nearest_window": "v000", "nearest_window_km": 0.1 }, { "id": "B", "display_label": "BORDER CHECKPOINT", "map_label": "B · BORDER", "stage": 4, "marker_color": "#ffd166", "in_event_chain": true, "name": "Gyirong border checkpoint", "coordinates": [ 85.3763336, 28.2828546 ], "role": "border_checkpoint", "place": "G216, Gyirong Town, Tibet, China", "source": "user coordinate + OSM Nominatim reverse lookup; USGS event assessment", "source_url": "https://www.usgs.gov/programs/landslide-hazards/science/2026-nepal-debris-avalanche-and-flash-flood", "evidence_level": "verified_coordinate_reported_impact_corridor", "story": "The cross-border checkpoint beside the impact AOI. It anchors human-exposure review without treating every bright or dark satellite pixel as confirmed infrastructure damage.", "story_ko": "피해 관찰 구역 바로 옆에 있는 국경 검문소다. 사진에서 밝거나 어둡게 나온 부분을 곧바로 피해라고 읽는 대신, 사람과 시설이 얼마나 노출됐는지 가늠하는 기준점으로 삼았다.", "distance_from_a_km": 0.49, "nearest_window": "v000", "nearest_window_km": 0.5 }, { "id": "F", "display_label": "DOWNSTREAM OBSERVATION", "map_label": "F · BIDUR", "stage": 5, "marker_color": "#4da3ff", "in_event_chain": true, "name": "Trishuli Bazar / Bidur reach", "coordinates": [ 85.1357, 27.9162 ], "role": "downstream_impact", "place": "Trishuli Bazar reach, Bidur, Nuwakot, Nepal", "source": "USGS public event map; OSM river reach", "source_url": "https://www.usgs.gov/media/images/2026-nepal-debris-avalanche-and-flash-flood-map", "evidence_level": "downstream_inspection_anchor", "story": "A real downstream Sentinel-2 before/after window on MGRS tile 45RUL. The pair closes the visual chain from source to river response; it is observation evidence, not a damage label. Bidur is now included in the separate contract-correct 27-window OLMo screen.", "story_ko": "하류를 찍은 센티넬-2 사진을 사건 전후로 비교한 구역이다. 발원지부터 하천의 변화까지 하나로 이어 볼 수 있게 해준다.", "distance_from_a_km": 46.79, "nearest_window": "v029", "nearest_window_km": 0.5 }, { "id": "G", "display_label": "CURRENT TRACE END", "map_label": "G · GALCHHI", "stage": 6, "marker_color": "#d9363e", "in_event_chain": true, "name": "Galchhi reach-search endpoint", "coordinates": [ 84.9883085, 27.805496 ], "role": "reported_reach_search_endpoint", "place": "Trishuli corridor near Galchhi, Dhading, Nepal", "source": "USGS preliminary ~100 km travel assessment + OSM river trace", "source_url": "https://www.usgs.gov/programs/landslide-hazards/science/2026-nepal-debris-avalanche-and-flash-flood", "evidence_level": "current_trace_endpoint_not_confirmed_event_terminus", "story": "The mapped inspection corridor currently ends here, 73.7 river-km below Rasuwagadhi. USGS reports nearly 100 km of total travel from the source, but has not published a final terminal deposit polygon. G is the end of this trace—not proof that the flood or debris stopped here. In the AI screen the signal fades toward G: 6.7% of 40 m cells flagged in the Galchhi window against 25% at Dalphedi, and 3–4% two windows upstream — close to the 6.2% of the no-event control under the same scan threshold. But the 27 Aug image here is hazy, so 'little change' is a weak reading, not evidence that nothing happened.", "story_ko": "지도에 그린 추적선은 라수와가디에서 하천을 따라 73.7km 내려온 이 지점에서 멈춘다. 미국 지질조사국은 발원지부터 약 100km를 흘러갔다고 잠정 보고했지만, 토사가 최종적으로 어디에 쌓였는지는 아직 공개하지 않았다. 실제 흐름은 이 지점보다 더 내려갔을 가능성이 크다.", "distance_from_a_km": 65.05, "nearest_window": "v040", "nearest_window_km": 0 }, { "id": "C", "name": "Control window · no event (Tadi Khola)", "display_label": "NEGATIVE CONTROL", "map_label": "C · CONTROL", "stage": 99, "marker_color": "#9aa3a0", "in_event_chain": false, "coordinates": [ 85.29, 27.93 ], "role": "distant_reference", "place": "Tadi Khola valley, Nuwakot (east of the corridor), Nepal", "source": "control window chosen by 27 Aug observability among 4 candidates (Melamchi, Tadi, Ankhu, Rishing)", "control_window": "x001", "control_stats": { "observable_0827": 0.84, "delta_event_mean": 0.1287, "delta_placebo_mean": 0.1245, "candidate_token_frac_scan_threshold": 0.062, "candidate_token_frac_pooled3": 0.023, "zero_fill_fraction": 0.348, "correction_2026_09_02": "34.8% of this window lies outside the Sentinel-2 scene (zero-filled, Δ≈0.045); fractions are now computed over in-scene tokens only (n=1,989). Earlier 3.6%/1.3% were diluted." }, "story": "A deliberately quiet valley ~20 km east of the flood corridor with no reported event. On 27 Aug it is 84% cloud-free, and the AI change score equals its ordinary fortnight (0.129 vs 0.125; 6.2% candidate tokens under the corridor scan threshold, 2.3% under the pooled three-pair threshold, vs 25% / 13.3% at the top corridor window). This is what 'no change' looks like under the same recipe. Correction 2026-09-02: 35% of this window falls outside the satellite scene and was zero-filled; the fractions are computed over in-scene tokens only (earlier 3.6% / 1.3% were diluted by the empty area).", "distance_from_a_km": 39.72, "nearest_window": null, "nearest_window_km": 11.8 } ], "scene_records": [ { "id": "s2-2026-07-03", "sensor": "Sentinel-2 L2A", "acquired_at": "2026-07-03T04:57:01Z", "state": "baseline_ready", "image": "/data/scenes/s2-2026-07-03.png", "coordinates": [ [ 85.3647035979672, 28.287669004148757 ], [ 85.39114669468483, 28.287669004148757 ], [ 85.39114669468483, 28.264259473078294 ], [ 85.3647035979672, 28.264259473078294 ] ], "source_sha256": "7ad919a48e9a8fa828b9f97d89d9df739178365848df96fd2a5f84f8491f1601", "shape": [ 12, 256, 256 ], "crs": "EPSG:32645" }, { "id": "s1-2026-07-11", "sensor": "Sentinel-1 RTC VV/VH", "acquired_at": "2026-07-11T12:21:39Z", "state": "baseline_ready", "image": "/data/scenes/s1-2026-07-11.png", "coordinates": [ [ 85.3647035979672, 28.287669004148757 ], [ 85.39114669468483, 28.287669004148757 ], [ 85.39114669468483, 28.264259473078294 ], [ 85.3647035979672, 28.264259473078294 ] ], "source_sha256": "1ac1053a9038076fbd41210f341ea6e28f098c0c004352a02793424eab384c34", "shape": [ 2, 256, 256 ], "crs": "EPSG:32645" }, { "id": "s2-2026-07-23", "sensor": "Sentinel-2 L2A", "acquired_at": "2026-07-23T04:57:01Z", "state": "live_ready", "image": "/data/scenes/s2-2026-07-23.png", "coordinates": [ [ 85.3647035979672, 28.287669004148757 ], [ 85.39114669468483, 28.287669004148757 ], [ 85.39114669468483, 28.264259473078294 ], [ 85.3647035979672, 28.264259473078294 ] ], "source_sha256": "b6f0a2821af1ee29d2393f722e8af83cb9c99cfa23df409c50ac7528460f96a3", "shape": [ 12, 256, 256 ], "crs": "EPSG:32645" }, { "id": "s1-2026-07-23", "sensor": "Sentinel-1 RTC VV/VH", "acquired_at": "2026-07-23T12:21:40Z", "state": "live_ready", "image": "/data/scenes/s1-2026-07-23.png", "coordinates": [ [ 85.3647035979672, 28.287669004148757 ], [ 85.39114669468483, 28.287669004148757 ], [ 85.39114669468483, 28.264259473078294 ], [ 85.3647035979672, 28.264259473078294 ] ], "source_sha256": "487796b712a2f3246e06b27b7c7e584d4a0b0eb27ea01120bf2991620316cd03", "shape": [ 2, 256, 256 ], "crs": "EPSG:32645" }, { "id": "s1-2026-08-04", "sensor": "Sentinel-1 RTC VV/VH", "acquired_at": "2026-08-04T12:21:40Z", "state": "live_ready", "image": "/data/scenes/s1-2026-08-04.png", "coordinates": [ [ 85.3647035979672, 28.287669004148757 ], [ 85.39114669468483, 28.287669004148757 ], [ 85.39114669468483, 28.264259473078294 ], [ 85.3647035979672, 28.264259473078294 ] ], "source_sha256": "a30db30cdf51cd3fe5b48ca3574345f903f3f807d45d6f3f06bfaa107d78a77f", "shape": [ 2, 256, 256 ], "crs": "EPSG:32645" }, { "id": "s2-2026-08-07", "sensor": "Sentinel-2 L2A", "acquired_at": "2026-08-07T04:56:59Z", "state": "live_ready", "image": "/data/scenes/s2-2026-08-07.png", "coordinates": [ [ 85.3647035979672, 28.287669004148757 ], [ 85.39114669468483, 28.287669004148757 ], [ 85.39114669468483, 28.264259473078294 ], [ 85.3647035979672, 28.264259473078294 ] ], "source_sha256": "6600fdaa7f6bbc32deaa3507603cc302a7ce8c073f84e69302aa401caf62f728", "shape": [ 12, 256, 256 ], "crs": "EPSG:32645" }, { "id": "s2-2026-08-12", "sensor": "Sentinel-2 L2A", "acquired_at": "2026-08-12T04:57:01Z", "state": "live_ready", "image": "/data/scenes/s2-2026-08-12.png", "coordinates": [ [ 85.3647035979672, 28.287669004148757 ], [ 85.39114669468483, 28.287669004148757 ], [ 85.39114669468483, 28.264259473078294 ], [ 85.3647035979672, 28.264259473078294 ] ], "source_sha256": "66a0472979f30e55c8d33f2748e53bb6b671e101692453ca7740c77daacd22e3", "shape": [ 12, 256, 256 ], "crs": "EPSG:32645" }, { "id": "s1-2026-08-24", "sensor": "Sentinel-1 RTC VV/VH", "acquired_at": "2026-08-24T00:18:44Z", "state": "live_ready", "image": "/data/scenes/s1-2026-08-24.png", "coordinates": [ [ 85.3647035979672, 28.287669004148757 ], [ 85.39114669468483, 28.287669004148757 ], [ 85.39114669468483, 28.264259473078294 ], [ 85.3647035979672, 28.264259473078294 ] ], "source_sha256": "063a0acd39575aaee3c736cf409bc9077b8ad07494742257ebb478d4f262729a", "shape": [ 2, 256, 256 ], "crs": "EPSG:32645" }, { "id": "s2-2026-08-27", "sensor": "Sentinel-2 L2A", "acquired_at": "2026-08-27T04:56:59Z", "state": "live_ready", "image": "/data/scenes/s2-2026-08-27.png", "coordinates": [ [ 85.3647035979672, 28.287669004148757 ], [ 85.39114669468483, 28.287669004148757 ], [ 85.39114669468483, 28.264259473078294 ], [ 85.3647035979672, 28.264259473078294 ] ], "source_sha256": "586c4d7e9b90644f532bb540c5194c9401510fe3e0c22f867d94d11824f15985", "shape": [ 12, 256, 256 ], "crs": "EPSG:32645" }, { "id": "s1-2026-08-28", "sensor": "Sentinel-1 RTC VV/VH", "acquired_at": "2026-08-28T12:21:41Z", "state": "live_ready", "image": "/data/scenes/s1-2026-08-28.png", "coordinates": [ [ 85.3647035979672, 28.287669004148757 ], [ 85.39114669468483, 28.287669004148757 ], [ 85.39114669468483, 28.264259473078294 ], [ 85.3647035979672, 28.264259473078294 ] ], "source_sha256": "063a0acd39575aaee3c736cf409bc9077b8ad07494742257ebb478d4f262729a", "shape": [ 2, 256, 256 ], "crs": "EPSG:32645" } ], "scheduled_scenes": [ { "id": "s2c_20260829", "sensor": "Sentinel-2C L2A", "acquired_at": "2026-08-29T04:47:23Z", "state": "published", "detail": "published (369 min latency) · 83% cloud — not usable as a new post-event optical baseline", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/catalog/20260831T041914Z/acquisition_status.json" }, { "id": "s1d_20260831", "sensor": "Sentinel-1D IW GRD", "acquired_at": "2026-08-31T00:07:34Z", "state": "analysed_partial_swath", "detail": "published 128 min after acquisition; swath covers the source but not all five sealed anchors, so it was analysed as the separate 56-window radar scan (M92) instead of the sealed contract", "evidence_uri": "artifacts/source_radar_scan/report.json" }, { "id": "s2a_20260831", "sensor": "Sentinel-2A L2A", "acquired_at": "2026-08-31T04:52:38Z", "state": "published", "detail": "published · 89% cloud — the source region stayed optically blocked, which is why the radar scan was run", "evidence_uri": null }, { "id": "s2c_20260901", "sensor": "Sentinel-2C L2A", "acquired_at": "2026-09-01T04:57:01Z", "state": "catalog_published_cloudy", "cloud_cover_pct": 87.9, "note": "R119, same relative orbit as the 27 Aug post-event scene, but 87.9% cloud — unreadable.", "catalog_snapshot": "20260908T030208Z" }, { "id": "s2b_20260903", "sensor": "Sentinel-2B L2A", "acquired_at": "2026-09-03T04:46:59Z", "state": "catalog_published_cloudy", "cloud_cover_pct": 69.5, "note": "The least cloudy post-event optical scene so far at 69.5%, and still not readable for this corridor.", "catalog_snapshot": "20260908T030208Z" }, { "id": "s1d_20260905", "sensor": "Sentinel-1D IW GRD", "acquired_at": "2026-09-05T00:18:44Z", "state": "analysed_independent_orbit", "note": "Relative orbit 19 descending — a track independent of the 121 series. Completes a 12-day pre-event series (07-07 ... 08-24) and is the target of the M93 replication.", "catalog_snapshot": "20260908T030208Z" }, { "id": "s2b_20260906", "sensor": "Sentinel-2B L2A", "acquired_at": "2026-09-06T04:56:59Z", "state": "catalog_published_cloudy", "cloud_cover_pct": 77.9, "note": "R119 again, 77.9% cloud. Eleven days after the event no optical pass has been readable.", "catalog_snapshot": "20260908T030208Z" } ], "live_observation": { "sensor": "Sentinel-1D IW GRD", "acquired_at": "2026-08-28T12:21:41.762029Z", "catalog_status": "published", "product_name": "S1D_IW_GRDH_1SDV_20260828T122141_20260828T122206_004326_007FA4_01B4.SAFE", "product_id": "9cb3c885-cfb8-40cc-a44a-8673e772c794", "publication_utc": "2026-08-28T15:11:15.229392Z", "cloud_cover_tile_pct": null, "online": true, "relative_orbit": 85, "coverage_status": "operational_anchors_covered", "operational_anchor_count": 5, "operational_anchor_covering_product_count": 2, "catalog_provider": "Copernicus Data Space OData", "materialization_provider": "Microsoft Planetary Computer STAC via rslearn", "materialization_mode": "s1_live", "materialization_status": "sealed_olmo_input", "selection_preflight_valid": true, "materialization_seal_valid": true, "period_readiness": { "sentinel1": 4, "sentinel2_l2a": 4 }, "olmo_ready": true, "claim_boundary": "Tile cloud and B02-bright fractions are not AOI cloud-free coverage; no post-event embedding is claimed." }, "olmoearth": { "model": "OLMoEarth Base v1 (768-d)", "input_contract": "S1 RTC VV/VH linear intensity→dB + S2 L2A 12-band, 10 m, 4 periods, 2.56 km windows", "anchors": 5, "rasuwagadhi_baseline": "materialized_and_sealed", "embedding_status": "executed_offline_with_delta_provenance", "anchor_geojson": "/data/olmo-input-anchors.geojson", "post_event_delta": { "created_at_utc": "20260829T152418Z", "live_mode": "s1_live", "placebo_samples": 10, "rasuwagadhi_live_mean": 0.024131879210472107, "label": "not detected above daily variability", "claim_boundary": "candidate change only; not damage probability" } }, "decision": { "status": "not_detected", "action": "NOT DETECTED ABOVE VARIABILITY", "reason": "Sealed post-event cube and delta computed; anchor-mean Δz does not exceed the pre-event placebo set (n=10). Matched 1-period pairs (n=9): only rasuwagadhi ranks 1/10, by 0.0002.", "next_gate": "Anchor-mean Δz is too blunt; use token-level evidence (corridor scan) and the next S1/S2 pass.", "allowed_claim": "No candidate change claimed at anchor scale; observation chain intact." }, "ops_log": [ { "event_id": "0acb2e798e395359", "time_utc": "20260904T011451Z", "recorded_at_utc": "20260904T011451Z", "time_basis": "artifact_recorded_at", "source": "Sentinel-1 RTC orbit 121", "type": "RADAR_SCAN", "priority": "green", "summary": "M92 radar scan: 56/56 windows readable under cloud (optical read 6/49 on the same hillslope grid)", "evidence_uri": "artifacts/source_radar_scan/report.json" }, { "event_id": "8bd2fe28ad3e06d1", "time_utc": "20260904T011451Z", "recorded_at_utc": "20260904T011451Z", "time_basis": "artifact_recorded_at", "source": "Sentinel-1 RTC orbit 121", "type": "RADAR_NOT_DETECTED", "priority": "orange", "summary": "M92 region-wide: event fortnight changed less than the ordinary one (7/56 windows above) — no detection claimed", "evidence_uri": "artifacts/source_radar_scan/report.json" }, { "event_id": "8cedb4a08239e67c", "time_utc": "20260829T152418Z", "recorded_at_utc": "20260829T152418Z", "time_basis": "artifact_recorded_at", "source": "OLMoEarth Δz", "type": "DELTA_REPORT", "priority": "green", "summary": "live=s1_live placebo n=10", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/delta/20260829T152418Z/nepal_delta_report.json" }, { "event_id": "d2b5076abac177b8", "time_utc": "20260829T130711Z", "recorded_at_utc": "20260829T130711Z", "time_basis": "artifact_recorded_at", "source": "OLMoEarth Δz", "type": "DELTA_REPORT", "priority": "green", "summary": "live=s1_live placebo n=10", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/delta/20260829T130711Z/nepal_delta_report.json" }, { "event_id": "f85b5c5b961c987d", "time_utc": "20260829T115424Z", "recorded_at_utc": "20260829T115424Z", "time_basis": "artifact_recorded_at", "source": "OLMoEarth Δz", "type": "DELTA_REPORT", "priority": "green", "summary": "live=s1_live placebo n=10", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/delta/20260829T115424Z/nepal_delta_report.json" }, { "event_id": "7214b1c189854393", "time_utc": "20260829T085533Z", "recorded_at_utc": "20260829T085533Z", "time_basis": "artifact_recorded_at", "source": "OLMoEarth Δz", "type": "DELTA_REPORT", "priority": "green", "summary": "live=s1_live placebo n=2", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/delta/20260829T085533Z/nepal_delta_report.json" }, { "event_id": "e710b69e9f5d7451", "time_utc": "20260828T070505Z", "recorded_at_utc": "20260828T070505Z", "time_basis": "artifact_recorded_at", "source": "OLMoEarth Δz", "type": "DELTA_REPORT", "priority": "green", "summary": "live=None placebo n=2", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/delta/20260828T070505Z/nepal_delta_report.json" }, { "event_id": "c08d5035b295237e", "time_utc": "2026-08-31T04:19:14Z", "recorded_at_utc": "2026-08-31T04:19:14Z", "time_basis": "artifact_recorded_at", "source": "Copernicus OData", "type": "CATALOG_SNAPSHOT", "priority": "blue", "summary": "snapshot 20260831T041914Z: s2b_20260827=published, s1d_20260828=published, s2c_20260829=published", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/catalog/20260831T041914Z/acquisition_status.json" }, { "event_id": "d0b3b28496be872f", "time_utc": "2026-08-31T04:19:14Z", "recorded_at_utc": "2026-08-31T04:19:14Z", "time_basis": "artifact_recorded_at", "source": "Copernicus OData", "type": "SCENE_PUBLISHED", "priority": "green", "summary": "Sentinel-2C L2A s2c_20260829 published (latency 369.3 min)", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/catalog/20260831T041914Z/acquisition_status.json" }, { "event_id": "2c7abf2d66718a04", "time_utc": "2026-08-31T04:19:14Z", "recorded_at_utc": "2026-08-31T04:19:14Z", "time_basis": "artifact_recorded_at", "source": "Copernicus OData", "type": "SCENE_PUBLISHED", "priority": "green", "summary": "Sentinel-1D IW GRD s1d_20260831 published (latency 128.2 min)", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/catalog/20260831T041914Z/acquisition_status.json" }, { "event_id": "79485d8504a94cc5", "time_utc": "2026-08-29T15:26:40Z", "recorded_at_utc": "2026-08-29T15:26:40Z", "time_basis": "filesystem_mtime", "source": "OLMoEarth v1", "type": "S1DB_SCREENING", "priority": "green", "summary": "27/27 dB-corrected windows; max local-p99 exceedance 0.42% (w23)", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/corridor_sealed_s1db/report.json" }, { "event_id": "741c135dbe0e64ce", "time_utc": "2026-08-29T11:45:23Z", "recorded_at_utc": "2026-08-29T11:45:23Z", "time_basis": "artifact_recorded_at", "source": "rslearn materialize", "type": "SEALED", "priority": "green", "summary": "placebo_20260617: 91 files, 49,087,553 B — sealed", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/materialized/placebo_20260617/materialization_manifest.json" }, { "event_id": "faba282c10a476dc", "time_utc": "2026-08-29T11:45:12Z", "recorded_at_utc": "2026-08-29T11:45:12Z", "time_basis": "artifact_recorded_at", "source": "rslearn materialize", "type": "SEALED", "priority": "green", "summary": "placebo_20260624: 91 files, 49,369,137 B — sealed", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/materialized/placebo_20260624/materialization_manifest.json" }, { "event_id": "0dc06b8842e45066", "time_utc": "2026-08-29T11:45:02Z", "recorded_at_utc": "2026-08-29T11:45:02Z", "time_basis": "artifact_recorded_at", "source": "rslearn materialize", "type": "SEALED", "priority": "green", "summary": "placebo_20260701: 91 files, 49,860,227 B — sealed", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/materialized/placebo_20260701/materialization_manifest.json" }, { "event_id": "7318bff162ee0d89", "time_utc": "2026-08-29T11:44:57Z", "recorded_at_utc": "2026-08-29T11:44:57Z", "time_basis": "artifact_recorded_at", "source": "rslearn materialize", "type": "SEALED", "priority": "green", "summary": "placebo_20260708: 91 files, 49,399,652 B — sealed", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/materialized/placebo_20260708/materialization_manifest.json" }, { "event_id": "8bafa92b8dceed09", "time_utc": "2026-08-29T11:44:52Z", "recorded_at_utc": "2026-08-29T11:44:52Z", "time_basis": "artifact_recorded_at", "source": "rslearn materialize", "type": "SEALED", "priority": "green", "summary": "placebo_20260715: 91 files, 49,694,728 B — sealed", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/materialized/placebo_20260715/materialization_manifest.json" }, { "event_id": "160cbe6874867d50", "time_utc": "2026-08-29T11:44:47Z", "recorded_at_utc": "2026-08-29T11:44:47Z", "time_basis": "artifact_recorded_at", "source": "rslearn materialize", "type": "SEALED", "priority": "green", "summary": "placebo_20260722: 91 files, 49,178,242 B — sealed", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/materialized/placebo_20260722/materialization_manifest.json" }, { "event_id": "25d4d2cc0a9cd464", "time_utc": "2026-08-29T11:44:38Z", "recorded_at_utc": "2026-08-29T11:44:38Z", "time_basis": "artifact_recorded_at", "source": "rslearn materialize", "type": "SEALED", "priority": "green", "summary": "placebo_20260729: 91 files, 49,296,368 B — sealed", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/materialized/placebo_20260729/materialization_manifest.json" }, { "event_id": "994d75e50a375f69", "time_utc": "2026-08-29T11:44:32Z", "recorded_at_utc": "2026-08-29T11:44:32Z", "time_basis": "artifact_recorded_at", "source": "rslearn materialize", "type": "SEALED", "priority": "green", "summary": "placebo_20260805: 91 files, 49,128,632 B — sealed", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/materialized/placebo_20260805/materialization_manifest.json" }, { "event_id": "339bffbbfb3c7c6f", "time_utc": "2026-08-29T08:02:31Z", "recorded_at_utc": "2026-08-29T08:02:31Z", "time_basis": "artifact_recorded_at", "source": "rslearn materialize", "type": "SEAL_INVALID", "priority": "orange", "summary": "s2_live: 81 files, 45,765,680 B — contract failed (S1 3/4, S2 4/4)", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/materialized/s2_live/materialization_manifest.json" }, { "event_id": "80a1d1820432db12", "time_utc": "2026-08-29T08:02:27.293729+00:00", "recorded_at_utc": "2026-08-29T08:02:27.293729+00:00", "time_basis": "artifact_field", "source": "rslearn preflight", "type": "PREFLIGHT_PASS", "priority": "green", "summary": "s2_live: 5/5 anchors selected required scene", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/materialized/s2_live/selection_preflight.json" }, { "event_id": "b97b12dfd3e37041", "time_utc": "2026-08-29T08:02:18Z", "recorded_at_utc": "2026-08-29T08:02:18Z", "time_basis": "artifact_recorded_at", "source": "rslearn materialize", "type": "SEALED", "priority": "green", "summary": "s1_live: 91 files, 48,882,901 B — sealed", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/materialized/s1_live/materialization_manifest.json" }, { "event_id": "1bf73868ee71d7e4", "time_utc": "2026-08-29T07:54:21.846532+00:00", "recorded_at_utc": "2026-08-29T07:54:21.846532+00:00", "time_basis": "artifact_field", "source": "rslearn preflight", "type": "PREFLIGHT_PASS", "priority": "green", "summary": "s1_live: 5/5 anchors selected required scene", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/materialized/s1_live/selection_preflight.json" }, { "event_id": "2460604444bdb61f", "time_utc": "2026-08-29T07:54:01Z", "recorded_at_utc": "2026-08-29T07:54:01Z", "time_basis": "artifact_recorded_at", "source": "Copernicus OData", "type": "CATALOG_SNAPSHOT", "priority": "blue", "summary": "snapshot 20260829T075401Z: s2b_20260827=published, s1d_20260828=published, s2c_20260829=acquired_pending_catalog", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/catalog/20260829T075401Z/acquisition_status.json" }, { "event_id": "71f8e8dc6eb0071e", "time_utc": "2026-08-29T07:54:01Z", "recorded_at_utc": "2026-08-29T07:54:01Z", "time_basis": "artifact_recorded_at", "source": "Copernicus OData", "type": "SCENE_PUBLISHED", "priority": "green", "summary": "Sentinel-2B L2A s2b_20260827 published (latency 276.8 min)", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/catalog/20260829T075401Z/acquisition_status.json" }, { "event_id": "e95b151f6778fe51", "time_utc": "2026-08-29T07:54:01Z", "recorded_at_utc": "2026-08-29T07:54:01Z", "time_basis": "artifact_recorded_at", "source": "Copernicus OData", "type": "SCENE_PUBLISHED", "priority": "green", "summary": "Sentinel-1D IW GRD s1d_20260828 published (latency 171.8 min)", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/catalog/20260829T075401Z/acquisition_status.json" }, { "event_id": "8ace84b6c691f14e", "time_utc": "2026-08-29T05:26:55Z", "recorded_at_utc": "2026-08-29T05:26:55Z", "time_basis": "artifact_recorded_at", "source": "Copernicus OData", "type": "CATALOG_SNAPSHOT", "priority": "blue", "summary": "snapshot 20260829T052655Z: s2b_20260827=published, s1d_20260828=published, s2c_20260829=acquired_pending_catalog", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/catalog/20260829T052655Z/acquisition_status.json" }, { "event_id": "a5409faa233cf37c", "time_utc": "2026-08-29T05:26:55Z", "recorded_at_utc": "2026-08-29T05:26:55Z", "time_basis": "artifact_recorded_at", "source": "Copernicus OData", "type": "SCENE_PUBLISHED", "priority": "green", "summary": "Sentinel-2B L2A s2b_20260827 published (latency 276.8 min)", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/catalog/20260829T052655Z/acquisition_status.json" }, { "event_id": "35cfa24829c36297", "time_utc": "2026-08-29T05:26:55Z", "recorded_at_utc": "2026-08-29T05:26:55Z", "time_basis": "artifact_recorded_at", "source": "Copernicus OData", "type": "SCENE_PUBLISHED", "priority": "green", "summary": "Sentinel-1D IW GRD s1d_20260828 published (latency 171.8 min)", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/catalog/20260829T052655Z/acquisition_status.json" }, { "event_id": "b544f423753297a7", "time_utc": "2026-08-29T05:13:50Z", "recorded_at_utc": "2026-08-29T05:13:50Z", "time_basis": "artifact_recorded_at", "source": "Copernicus footprint audit", "type": "COVERAGE_PASS", "priority": "green", "summary": "Sentinel-1D IW GRD: 6 nearby products, 2 cover all 5 anchors — operational_anchors_covered", "evidence_uri": "artifacts/external_data/nepal_olmo_live_v1/coverage/20260829T051350Z/coverage_audit.json" } ], "research": { "integration_disclaimer": "Research integration of OlmoEarth representations with EarthRanger-style incident provenance and Skylight-style observation awareness; not an official Ai2 disaster product.", "nepal_embedding": { "status": "post_event_delta_executed", "baseline": "5 anchors × S1+S2 × 4 periods materialized and sealed", "placebo_count": 10, "claim": "Sealed Nepal Δz executed: anchor-mean change was not detected above pre-event variability; matched token test flags no anchor. This is a review candidate, not damage extent or probability." }, "ai_run_ledger": [ { "id": "nepal_pre_event_representation", "state": "EXECUTED", "model": "OlmoEarth v1 Base (frozen)", "input": "5 Nepal anchors × S1+S2 × 4 periods, across baseline and two pre-event placebo cubes", "output": "15 sealed embedding rasters; shape [768, 64, 64]", "allows": "pre-event reference, retrieval query and a future post-event delta", "forbids": "damage, flood depth, runout or anomaly claims", "artifact_sha256": { "baseline": "d14b760fbadaa45903bed577647dab815f875ea142c5d6d44072cbf87c0b629d", "placebo_a": "a3e683474e515e5d3fd2b058533364aa7b4dabf9faf1ab6bbefcb0d0da603edd", "placebo_b": "0fd608f98bae6fe6807d09a0f8903d221d61653ffd2672886a1dc5713eba46e8" } }, { "id": "sen12_frozen_transfer", "state": "MEASURED", "model": "OlmoEarth v1 frozen encoder + trained small segmentation decoder", "input": "Sen12Landslides; 8 held-out regions; 3 seeds; matched region-macro protocol", "output": "reuse 0.272 vs raw UNet3D 0.197; reuse wins 6/8 regions", "allows": "frozen EO representation transfer beats this raw baseline on aggregate", "forbids": "universal or Olmo-specific superiority before the matched Presto control", "artifact_sha256": "00a3e0cca666f9e13ad01b52e19358ce1d4fa2f42e4613f87f94e48eece66a4e" }, { "id": "historical_temporal_delta", "state": "MEASURED_PILOT", "model": "OlmoEarth temporal embedding delta", "input": "S2-only pre4/post4 windows from Hokkaido, Hiroshima and Dominica", "output": "AUROC 0.853 / 0.952 / 0.605; placebo 0.564 / 0.602 / 0.433", "allows": "candidate-localisation feasibility in related historical events", "forbids": "Nepal validation or a universal landslide detector", "artifact_sha256": "c7aa4ab4929fae7c22858323f96c4eb02a04f22ab5d032f9bb667f4e88b44e47" }, { "id": "pre_event_forecast", "state": "NEGATIVE_RESULT", "model": "OlmoEarth leave-one-region-out probe", "input": "pre-event embeddings from three historical regions", "output": "pre-event susceptibility signal not detected", "allows": "a falsified forecasting claim", "forbids": "prospective landslide prediction", "artifact_sha256": "c0d1e2bbe08c9c9fe2359a0d30977fa08ccef93f8980c05af8819495cef8170b" }, { "id": "nepal_post_event_delta", "state": "EXECUTED", "model": "OlmoEarth v1 Base (frozen)", "input": "sealed s1_live cube · 5 anchors · S1 4 periods (incl. 2026-08-28 RTC) + S2 4 periods (incl. 2026-08-27) vs sealed baseline", "output": "5 delta rasters 64×64 (cosine Δz per 40 m token) · 0/5 candidate change () · 5/5 not detected (dhunche, rasuwagadhi, source_provisional, syabrubesi, timure)", "allows": "descriptive 'candidate change' per anchor where live Δ exceeds all 10 placebo windows; rank vs placebo", "forbids": "anomaly percentile/probability until ≥20 placebo windows; damage, cause, extent", "artifact_sha256": "a6d7788de24ae58e1484d92cdf80b0162556a7f43457909f8d26b33a10f3d4e6" }, { "id": "matched_second_geofm", "state": "NOT_RUN", "model": "Presto matched control", "input": "same Sen12 cube and matched decoder protocol", "output": "none", "allows": "nothing yet", "forbids": "calling the measured transfer gain uniquely OlmoEarth-specific", "artifact_sha256": null } ], "confirmatory_transfer": { "status": "COMPLETE_VALIDATED", "regions": 8, "wins_reuse_vs_raw_strong": 6, "strong_wins": 5, "reuse_region_macro": 0.27216575, "raw_strong_region_macro": 0.196558375, "absolute_gap": 0.0756075, "relative_gain_pct": 38.4656720935956, "non_win_regions": [ "holdout_indonesia", "holdout_itogon" ], "claim_boundary": [ "This closes the frozen v2 OLMo-vs-raw eight-region headline only.", "It does not establish OLMo-specific superiority before a second frozen GeoFM control.", "It does not establish label-free region routing; Indonesia loses and Itogon fails the all-seed win rule.", "Strong-win count uses the stored multiscale spatial-CI rule; Hokkaido is not strong because its 10.24 km CI is undefined." ], "artifact_sha256": "00a3e0cca666f9e13ad01b52e19358ce1d4fa2f42e4613f87f94e48eece66a4e" }, "historical_event_delta_pilot": { "rows": [ { "region": "hokkaido", "auroc": 0.8528342431276242, "placebo_auroc": 0.5637257773742953, "patches": 120 }, { "region": "hiroshima", "auroc": 0.9515419318157091, "placebo_auroc": 0.6023593143721633, "patches": 120 }, { "region": "dominicamaria", "auroc": 0.6052332456385485, "placebo_auroc": 0.43267552375140994, "patches": 120 } ], "contract": "related S2-only pre4/post4 temporal-delta pilot", "claim_boundary": "Strong in Hokkaido and Hiroshima; weak/borderline in Dominica with only 12 placebo patches. This supports feasibility, not Nepal validation or a universal landslide detector.", "artifact_sha256": "c7aa4ab4929fae7c22858323f96c4eb02a04f22ab5d032f9bb667f4e88b44e47" }, "pre_event_susceptibility_probe": { "rows": [ { "region": "hokkaido", "olmo_auroc": 0.5823905216894046, "raw_auroc": 0.6094463215074876, "verdict": "not detected" }, { "region": "hiroshima", "olmo_auroc": 0.6061850627686026, "raw_auroc": 0.5805376665943307, "verdict": "not detected" }, { "region": "dominicamaria", "olmo_auroc": 0.5333809562559069, "raw_auroc": 0.5664860037582405, "verdict": "not detected" } ], "overall": "not detected", "claim_boundary": "Leave-one-region-out pre-event susceptibility was not detected. OlmoEarth is not being presented as a prospective landslide forecast model.", "artifact_sha256": "c0d1e2bbe08c9c9fe2359a0d30977fa08ccef93f8980c05af8819495cef8170b" }, "physics": { "current": "Rust/WASM particles animate a verified mapped drainage corridor only.", "proposed_primary": "r.avaflow v4 ensemble for rock–ice–debris–water cascade runout", "independent_check": "D-Claw 1.0", "downstream_hydraulics": "LISFLOOD-FP or BASEMENT after a cross-section hydrograph is defined", "coupling_rule": "OLMoEarth proposes source/change/material-zone evidence; a physics solver owns runout, depth and arrival-time estimates. 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"candidate_frac": 0.02661810030820958 }, { "id": "v036", "km_from_A": 66.2, "valley_width_km": 1.38, "relief_m": 805, "channel_slope": 0.0051, "candidate_frac": 0.020386550172094255 }, { "id": "v037", "km_from_A": 67.7, "valley_width_km": 0.66, "relief_m": 564, "channel_slope": 0.0022, "candidate_frac": 0.022697281604645025 }, { "id": "v038", "km_from_A": 69.3, "valley_width_km": 1.08, "relief_m": 491, "channel_slope": 0.0012, "candidate_frac": 0.04197530864197531 }, { "id": "v039", "km_from_A": 71, "valley_width_km": 1.32, "relief_m": 569, "channel_slope": 0.0045, "candidate_frac": 0.04457917261055635 }, { "id": "v040", "km_from_A": 73.6, "valley_width_km": 6, "relief_m": 511, "channel_slope": null, "candidate_frac": 0.03135672151505744 } ] }, "zone_bounds": { "1": [ 85.378918, 28.194628, 85.611782, 28.358316 ], "2": [ 84.975107, 27.793758, 85.390218, 28.289758 ] }, "claim_boundary": "exploratory correlation on ~40 judged windows; no causal or predictive claim; no runout physics", "report_sha256": "6e80915e3641695546f1c911fa27b1f94a956f592f4899bc902793715cfc4c9a" }, "review": { "funnel": { "scanned": 100, "observable": 47, "leads": 6, "confirmed_damage_labels": 0 }, "by_zone": { "river": { "total": 41, "observable": 39 }, "lhende": { "total": 10, "observable": 2 }, "hillslope": { "total": 49, "observable": 6 } }, "threshold": 0.3169780373573303, "leads": [ { "id": "v003", "rank": 1, "place": "Dalphedi, Gosaikunda", "kind": "river", "candidate_token_frac": 0.133, "candidate_token_frac_single_pair": 0.254, "observable": 0.451, "center_lonlat": [ 85.361097, 28.2255196 ], "images": { "pre": "/data/candidates/v003_pre.png", "post": "/data/candidates/v003_post.png", "delta": "/data/candidates/v003_delta.png" }, "external_reports": { "urls": [], "verified_by_this_build": false } }, { "id": "v025", "rank": 2, "place": "Bhainse, Bidur", "kind": "river", "candidate_token_frac": 0.132, "candidate_token_frac_single_pair": 0.18, "observable": 0.906, "center_lonlat": [ 85.1762602, 27.9649438 ], "images": { "pre": "/data/candidates/v025_pre.png", "post": "/data/candidates/v025_post.png", "delta": "/data/candidates/v025_delta.png" }, "external_reports": { "urls": [ "https://radionepalonline.com/en/2026/08/27/434851.html" ], "verified_by_this_build": false } }, { "id": "v024", "rank": 3, "place": "Naubisephat, Uttargaya", "kind": "river", "candidate_token_frac": 0.107, "candidate_token_frac_single_pair": 0.146, "observable": 0.946, "center_lonlat": [ 85.1815317, 27.9786895 ], "images": { "pre": "/data/candidates/v024_pre.png", "post": "/data/candidates/v024_post.png", "delta": "/data/candidates/v024_delta.png" }, "external_reports": { "urls": [], "verified_by_this_build": false } }, { "id": "v027", "rank": 4, "place": "Bidur", "kind": "river", "candidate_token_frac": 0.081, "candidate_token_frac_single_pair": 0.104, "observable": 0.944, "center_lonlat": [ 85.1552937, 27.9336297 ], "images": { "pre": "/data/candidates/v027_pre.png", "post": "/data/candidates/v027_post.png", "delta": "/data/candidates/v027_delta.png" }, "external_reports": { "urls": [ "https://radionepalonline.com/en/2026/08/27/434851.html" ], "verified_by_this_build": false } }, { "id": "v022", "rank": 5, "place": "Shanti Bazar, Kispang", "kind": "river", "candidate_token_frac": 0.073, "candidate_token_frac_single_pair": 0.114, "observable": 0.867, "center_lonlat": [ 85.1846652, 28.0133953 ], "images": { "pre": "/data/candidates/v022_pre.png", "post": "/data/candidates/v022_post.png", "delta": "/data/candidates/v022_delta.png" }, "external_reports": { "urls": [ "https://kathmandupost.com/national/2026/08/26/bhotekoshi-flood-what-we-know-what-remains-unclear" ], "verified_by_this_build": false } }, { "id": "v002", "rank": 6, "place": "Timure, Gosaikunda", "kind": "river", "candidate_token_frac": 0.071, "candidate_token_frac_single_pair": 0.14, "observable": 0.602, "center_lonlat": [ 85.3581813, 28.2411955 ], "images": { "pre": "/data/candidates/v002_pre.png", "post": "/data/candidates/v002_post.png", "delta": "/data/candidates/v002_delta.png" }, "external_reports": { "urls": [ "https://nrcs.org/resources/news-and-events/rasuwa-flood-situation-update-26-august-2026/" ], "verified_by_this_build": false } } ], "reobserve": [ { "id": "v064", "place": "Salê", "candidate_token_frac": 0.119, "observable": 0.212, "center_lonlat": [ 85.46621680097404, 28.345225889574237 ], "images": { "pre": "/data/candidates/v064_pre.png", "post": "/data/candidates/v064_post.png", "delta": "/data/candidates/v064_delta.png" } }, { "id": "v041", "place": "Rasuwa Gadhi, Gosaikunda", "candidate_token_frac": 0.082, "observable": 0.216, "center_lonlat": [ 85.39213960269319, 28.276056586875097 ], "images": { "pre": "/data/candidates/v041_pre.png", "post": "/data/candidates/v041_post.png", "delta": "/data/candidates/v041_delta.png" } } ], "download": "/data/review-leads.geojson", "posthoc_note": "External reports were compared after ranking and never used to tune it; links are user-provided and not independently verified by this build.", "all_observable_download": "/data/candidates.geojson", "contract": { "score": "1 - cosine(z_before, z_after)", "ordinary_threshold": "pooled p99 from three non-event fortnight transitions", "minimum_observable_fraction_for_lead": 0.4, "lead_deduplication": "one lead per place name" } }, "downstream_visual": { "schema": "olmoearth-bidur-visual-audit/v1", "created_at_utc": "2026-08-29T02:40:10.574343+00:00", "point": { "name": "Trishuli Bazar / Bidur reach", "coordinates": [ 85.1357, 27.9162 ] }, "purpose": "visual_only_downstream_context_not_part_of_five_anchor_olmo_contract", "catalog": "https://planetarycomputer.microsoft.com/api/stac/v1", "collection": "sentinel-2-l2a", "records": [ { "label": "pre", "acquired_at": "2026-08-12T04:57:01.025000Z", "item_id": "S2C_MSIL2A_20260812T045701_R119_T45RUL_20260812T100317", "candidate_item_ids": [ "S2C_MSIL2A_20260812T045701_R119_T45RUL_20260812T100317" ], "mgrs_tile": "45RUL", "tile_cloud_pct": 27.947062, "bbox": [ 84.9659236, 27.0197356, 85.8709574, 28.0201008 ], "image": "/data/story/anchors/bidur_pre.png", "image_sha256": "e36a5e706d6c731be80124a459e58c2ee4ada0170d61edfbfb0fe94845320970", "render": { "crs": "EPSG:32645", "source_shape": [ 3, 10980, 10980 ], "window_m": 2560, "output_shape": [ 256, 256, 4 ], "valid_pixel_fraction": 1 } }, { "label": "post", "acquired_at": "2026-08-27T04:56:59.024000Z", "item_id": "S2B_MSIL2A_20260827T045659_R119_T45RUL_20260827T084453", "candidate_item_ids": [ "S2B_MSIL2A_20260827T045659_R119_T45RUL_20260827T084453" ], "mgrs_tile": "45RUL", "tile_cloud_pct": 54.286689, "bbox": [ 84.9659236, 27.0197356, 85.8765996, 28.0201614 ], "image": "/data/story/anchors/bidur_post.png", "image_sha256": "c2bf59207d20584edf410c2511bad7c0e89fc4332cd5a044650029f2c38342ea", "render": { "crs": "EPSG:32645", "source_shape": [ 3, 10980, 10980 ], "window_m": 2560, "output_shape": [ 256, 256, 4 ], "valid_pixel_fraction": 1 } } ] }, "simulation": { "engine": "Rust/WASM deterministic particle preview", "route_source": "verified OSM river-way chain from Bhote Koshi through Trishuli to the current Galchhi inspection endpoint", "route_points": 78, "mapped_route_km_from_border": 73.7, "reported_total_travel_km": 100, "reported_reach_source": "USGS preliminary findings as of 2026-08-27", "trace_endpoint": { "name": "Galchhi reach-search endpoint", "coordinates": [ 84.9883085, 27.805496 ] }, "trace_endpoint_boundary": "Current mapped inspection endpoint; not a confirmed terminal deposit or inundation boundary.", "claim": "illustrative_kinematic_preview_not_hazard_forecast", "scientific_upgrade": "precomputed r.avaflow v4 ensemble, independently checked with D-Claw" }, "provenance": { "source_root": "olmoearth_projects/_work/artifacts/external_data/nepal_olmo_live_v1/materialized/baseline/dataset/windows/nepal/rasuwagadhi", "metadata_sha256": "13da77438f26a8b356381c5a70cb2fab82d493f32fa600dba84f81ce3fdd7c5d", "items_sha256": "2768a14e5d59d4441b8d365a9a5641be0c31cef72ee16422dfe6461dab59da72", "hydrography_sha256": "cb2c956e75a7fb90d0a31e682f4a41419bd39755077e28640f8664c0467dd2fd", "catalog_snapshot": "20260831T041914Z", "catalog_generated_at_utc": "2026-08-31T04:19:14Z", "catalog_sha256": "9a4c53aa0f68a7a74e04b8c2795fba0f26ea324b40887f718871b69917d373ac", "acquisition_status_sha256": "d13d587d67690eace137fca71d2e0ecd5308c57ca4f9aa472fb3fdb4c13dfabc", "catalog_seal_sha256": "d101aaf19dad64845f5e3f2b20f912418d1a04d8efb258a32786042252f51211", "coverage_snapshot": "20260829T051350Z", "coverage_audit_sha256": "4d8ad1682a470094804543cc2a5c947d18395623b1ffab1bac773bc3fd1591d2", "coverage_seal_sha256": "d1464d28b8a7b38e2b9d0650b7a18f1190e649113f4260e2d7bf0f010d5dad18", "s2_live_selection_preflight_sha256": "1fe861106832053399a7e201b7974683a405817afd306a5e35d5c724172dcf73", "s1_live_selection_preflight_sha256": "3dbce7c5f3f02920d0a93dc2603062aeff87f892ac4e83d98ae92c68bec45572", "s2_live_materialization_manifest_sha256": "adcd73da0b4697c933ff176348798581d7a472613ca4758577f6374575eb9498", "s1_live_materialization_manifest_sha256": "6835dff4b9e2f292c491912f05e882308d604e462368455d0ff5fa63a44fb55f" }, "external_label_score": { "schema": "external-label-score-v1", "measurement_id": "M86", "generated_at_utc": "2026-08-31T05:37:24Z", "labels_frozen_at": "2026-08-31", "labels": [ "IWM PlanetScope VAP02 (to 08-28)", "TASA FORMOSAT-5 (08-16→08-28)", "JAXA ALOS-2 flood proxy (08-28)" ], "excluded_labels": { "eosrs_s1_dpm_20260828": "KMZ is a NetworkLink TMS pyramid (remote tiles) with only a coverage outline; no embedded raster to score offline. Archive still sealed in SHA256SUMS." }, "label_files_sha256": { "sealed_archives": [ "290a851307dcb57d1e8f3d72eb817142c98528fb607755d6d44febde66c45ad0 Affected_Flood_in_Rasuwa_District_Nepal.zip", "3e3aff73fa6b3850859f35691dee2d56fa16df1878a3e43d32e1e543d661d7e4 EOS-RS_20260828_DPM_S1_Nepal_GLOF_v0.9.kmz", "9476f4086bd6490d11cc0304ab3bf7d971f81e418415c18307b68c0b2cc3c1a5 IWM_2026_08_26_Nepal_Flood_VAP02.zip", "4180d20fed464fecafae5fc5b3ee47cc70afe11b8bcf1e7035ecbcdc3e6e1e5f JAXA_20250828_FPM_ALOS2_Nepal_FLDEXT.zip" ] }, "ranking_unchanged": true, "observable_windows": 47, "label_positive_windows": 42, "precision_at_6_vector_union": 1, "non_lead_base_rate_vector_union": 0.8780487804878049, "lead_mean_overlap_frac": 0.05985000000000001, "non_lead_mean_overlap_frac": 0.06310414634146341, "verdict": "window_scale_not_discriminative", "claim_boundary": "window-level intersection with frozen third-party flood/damage proxies at 2.56 km scale; not damage confirmation, not area, not per-structure accuracy; labels are proxies frozen as published", "next_step": "token-scale (40 m) overlap against the same frozen labels, or independent ground labels", "evidence_uri": "artifacts/external_label_score/report.json" }, "source_radar_scan": { "schema": "source-radar-scan-v1", "measurement_id": "M92", "generated_at_utc": "2026-09-03T08:43:44Z", "question": "Radar sees through cloud — does the source region show change above its own ordinary range?", "why": "The 49-window hillslope grid around the source was only 6/49 readable in post-event optical imagery; the 31 Aug Sentinel-1 pass does not cover all five sealed anchors, so this is a separate radar-only scan of the 56 windows it does cover.", "contract": { "orbit": 121, "orbit_state": "descending", "same_orbit_only": true, "event_pair": { "base": [ "2026-07-26", "2026-08-07", "2026-08-19" ], "target": "2026-08-31" }, "placebo_pair": { "base": [ "2026-07-02", "2026-07-14", "2026-07-26" ], "target": "2026-08-07" }, "input_unit": "gamma0 dB (10*log10 of RTC linear power)", "threshold_placebo_p99": 0.2472417771816253, "time_matched": true }, "observability": { "radar_readable": 56, "radar_windows": 56, "optical_hillslope_readable": 6, "optical_hillslope_total": 49 }, "region_wide_result": { "windows_with_event_above_placebo": 7, "windows_ranked": 56, "mean_d_event": 0.125, "mean_d_placebo": 0.1322, "verdict": "not_detected_region_wide", "reading": "Across the scanned region the event fortnight changed no more than an ordinary one, so no region-wide radar detection is claimed." }, "local_cluster": { "criterion": "the window's event pair changed more than its own time-matched ordinary pair", "unique_locations": 6, "mean_km_from_source": 4.73, "all_windows_mean_km_from_source": 6.58, "permutation_p": 0.0365, "permutation_note": "200,000 random draws of the same number of windows; p = probability that a random set sits at least this close to the source estimate", "windows": [ { "id": "v070", "center_lonlat": [ 85.4927, 28.3224 ], "km_from_source": 5.7, "candidate_token_frac": 0.0828, "d_event_mean": 0.1526, "d_placebo_mean": 0.1261 }, { "id": "v076", "center_lonlat": [ 85.5191, 28.2996 ], "km_from_source": 2.6, "candidate_token_frac": 0.0652, "d_event_mean": 0.1385, "d_placebo_mean": 0.1217 }, { "id": "v050", "center_lonlat": [ 85.5194, 28.2765 ], "km_from_source": 0.0, "candidate_token_frac": 0.0618, "d_event_mean": 0.1389, "d_placebo_mean": 0.1296 }, { "id": "v064", "center_lonlat": [ 85.4662, 28.3452 ], "km_from_source": 9.2, "candidate_token_frac": 0.0613, "d_event_mean": 0.1427, "d_placebo_mean": 0.1296 }, { "id": "v069", "center_lonlat": [ 85.493, 28.2993 ], "km_from_source": 3.6, "candidate_token_frac": 0.0471, "d_event_mean": 0.133, "d_placebo_mean": 0.1262 }, { "id": "v063", "center_lonlat": [ 85.4665, 28.3221 ], "km_from_source": 7.2, "candidate_token_frac": 0.04, "d_event_mean": 0.1312, "d_placebo_mean": 0.1294 } ], "reading": "Every window whose event pair out-changed its own ordinary pair sits within 9 km of the source estimate, averaging 4.7 km against 6.6 km for the scanned set (permutation p = 0.037). The cluster is where the collapse began; it is still a review priority, not a detection." }, "excluded": { "windows": [ "v094" ], "reason": "high on the pooled threshold but its event pair changed less than its own ordinary pair — pooled rank alone would have been misleading" }, "claim_boundary": "Radar-only, single placebo pair, one event, one orbit, no field verification. This is a separate list from the optical six-lead funnel and is not damage, not risk, and not a detection.", "evidence_uri": "artifacts/source_radar_scan/report.json", "correction": { "date": "2026-09-04", "what": "the placebo pair was re-run with a time-matched target", "detail": "The first run used base{07-02,07-14,07-26} → 08-19, whose base-to-target gaps (48/36/24 days) were twice those of the event pair (36/24/12 days). Longer gaps change more on their own, so the ordinary bar was inflated. Re-running with target 08-07 makes the gaps identical.", "effect": "The conclusion did not move: mean ordinary change went 0.1327 → 0.1322 and the same 7 windows still exceed their ordinary pair. Radar change here does not grow with elapsed time, so the null result is a property of the signal, not of the contract error.", "superseded_artifacts": [ "report_mismatched_placebo.json", "embed_mismatched_placebo/" ] } }, "cell_accounting": { "schema": "cell-accounting-v1", "token_side": 64, "tokens_per_window": 4096, "token_ground_m": 40, "windows_scanned": 351, "windows_scored": 198, "cells_scanned": 1437696, "cells_scored": 811008, "note": "windows_scanned = 100 sealed corridor windows + 251 neighbour extension windows; windows_scored = 47 readable corridor + 151 ranked extension. The share card says scanned 1.4M / scored 0.8M because 200 windows were never readable." }, "radar_orbit_replication": { "schema": "radar-orbit-replication-v1", "measurement_id": "M93", "generated_at_utc": "2026-09-08T03:34:00Z", "question": "Does the radar change ranking reproduce on an independent orbit with different look geometry?", "reference_orbit": 121, "replication_orbit": 19, "replication_event_pair": { "base": [ "2026-07-31", "2026-08-12", "2026-08-24" ], "target": "2026-09-05" }, "replication_placebo_pair": { "base": [ "2026-07-07", "2026-07-19", "2026-07-31" ], "target": "2026-08-12" }, "gap_days_identical": true, "windows_ranked_in_both": 56, "spearman": 0.7458, "pearson": 0.9227, "top_set_overlap": { "top1": 1, "top3": 2, "top5": 4, "top10": 9 }, "threshold_reference": 0.2472417771816253, "threshold_replication": 0.24988050758838654, "threshold_ratio": 1.0107, "reading": "Two Sentinel-1 tracks that never share an acquisition — orbit 121 descending and orbit 19 descending — put the same window first and second, overlap 9 of their top 10, and derive 'ordinary' thresholds within 1% of each other, with rank correlation 0.75 across all 56 windows. The ranking is a property of the scene, not of one viewing geometry or one speckle realisation.", "claim_boundary": "This is a reproducibility check on the measurement, not evidence of damage. Both tracks score the same windows for the same single event, so the independent-event sample is still n=1. The orbit-19 magnitudes are 2-3x larger because its base sits 2 days pre-event and its target 10 days post, capturing more of the event and less pre-event drift — that is a contract difference, not a stronger detection. Not risk, not damage." }, "external_source_score": { "schema": "external-source-score-v1", "measurement_id": "M94", "generated_at_utc": "2026-09-08T07:05:00Z", "question": "Do the radar-flagged windows intersect the polygons a third party mapped as the source, more than chance?", "labels_frozen": { "provider": "UNOSAT / UNITAR", "event_code": "FL20260826NPL", "licence": "CC-BY-SA-4.0", "hdx_updated": "2026-09-04", "field_validation": "FieldValidation = 0 in the source attributes — UNOSAT has not ground-verified these either" }, "ranking_unchanged": true, "windows_ranked": 56, "windows_flagged": 6, "detachment_zone": { "unosat_layer": "UNOSAT_Landsat9_20260826_DetachmentZone", "area_km2": 1.957, "windows_touching": 4, "flagged_touching": 3, "non_flagged_touching": 1, "flagged_mean_overlap_frac": 0.07061, "non_flagged_mean_overlap_frac": 0.00093, "flagged_mean_km": 2.52, "non_flagged_mean_km": 4.44, "all_windows_mean_km": 4.24, "permutation_p_overlap": 0.00197, "permutation_p_distance": 0.04934 }, "barrier_lakes": { "unosat_layer": "UNOSAT_Cartosat3_20260828_BarrierLakes", "area_km2": 0.314, "windows_touching": 4, "flagged_touching": 2, "non_flagged_touching": 2, "flagged_mean_overlap_frac": 0.00744, "non_flagged_mean_overlap_frac": 7e-05, "flagged_mean_km": 1.55, "non_flagged_mean_km": 4.61, "all_windows_mean_km": 4.28, "permutation_p_overlap": 0.01302, "permutation_p_distance": 0.00994 }, "reading": "Unlike the flood extent at window scale (M86, non-discriminative), these source polygons are small and localised — and here the ranking does separate. The six radar-flagged windows overlap the mapped detachment zone 76x more than the windows not flagged, and the mapped barrier lakes 100x more.", "claim_boundary": "An association between our ranking and two third-party polygons, on one event, with 56 windows and 6 flagged. UNOSAT's own attributes record FieldValidation = 0, so these polygons are not ground-verified either. The barrier lakes are post-event features, and a new water surface produces a large radar change by construction — finding them confirms the change is physical, not that we predicted anything. Not damage, not risk." }, "official_event_record": "/data/official-event-record.json" }