First, a flag the group needs: the trip dates in this request are August 28-30, which is about six weeks before today's date of October 11, so this is a hindcast, not a forecast, and no decision is still open. Reconstructing those dates from the evidence, two sizable fires were almost certainly still burning within twenty miles of the house that weekend - a very large one east of Mt Hood and a smaller one due south on the same side of the crest as the house - so the most likely worst day lands in the hazy-but-tolerable range near 60, well above the 18 that a normal late-August weekend here delivers.
The real uncertainty is transport: on a west-flow weekend the house stays clean in the teens, while any easterly or southerly push could have driven one day past 100, and I put that at about one chance in three.
If we ran this weekend 100 times, here is how they would split. Hover a row to pick it out of the dots.
| 4 in 1043% | Clear weekend AQI 0-50 Marine air or steady westerly flow; Mt Hood sharp and visible from the Welches meadow, blue sky, no smell of smoke, maybe a faint brown smudge far to the east in the afternoon. | nothing |
| 3 in 1031% | Hazy but fine AQI 50-100 Milky white sky, the mountain soft-edged or lost behind haze, a faint campfire smell at dawn in the river valley that burns off by mid-morning; sunsets unusually orange. Kids and healthy adults fine outdoors, one or two sensitive people noticing it. | Move the long hike to the morning, keep windows shut overnight, run a box-fan filter in the sleeping rooms. |
| 2 in 1016% | One smoky day AQI 100-150 One day where the ridge across the highway is a grey silhouette, visibility a couple of miles, smoke smell persistent all day, eyes and throat scratchy. The other two days noticeably better. | Indoor day for that one day - cards, the lodge, a drive west toward Sandy or Portland where the air is usually cleaner; anyone asthmatic stays inside with filtration. |
| 1 in 1010% | Real smoke episode AQI 150+ Daylight orange-grey, ash flecks on the car, visibility under a mile, headlights on US-26 at midday, the house smelling of smoke even with everything closed. Everyone feels it, not just sensitive people. | Leave or never arrive - drive west out of the valley; the Sandy/Salmon river corridor traps smoke worse than the lowlands. |
Fires near the house, drawn at their real shape from the federal perimeter data, over USGS terrain. Dashed rings are distance from the house; the shaded wedge is the only direction an east wind could carry smoke here from. Point at a fire for its details.
Solid dots are fires too small to draw at this scale but whose size is known. A dashed circle would mean a fire that has been located but has no published perimeter - size unknown, not small.
Beyond this frame, and too far to threaten the house but close enough to add regional haze: High Lava (2,899 acres, 37.0 mi N).
An outline is only as current as the last mapping flight, which is not the same as when this page refreshed. Outlines flown — Grasshopper Sep 15 · Austin Sep 16 · The Narrows Sep 15. The oldest is The Narrows, 26 days behind. Acreage and containment are refreshed far more often than the outlines are re-flown — those figures were last updated Sep 29, 4:26 PM, so a fire may already be larger than the shape drawn for it.
Terrain: USGS 3DEP (public domain). Roads and water: © OpenStreetMap contributors (ODbL). Fire perimeters: NIFC.
Want to check it yourself, or see the rest of the state? The Oregonian's wildfire tracker is live and updates every 15 minutes.
Long-range wind signal unavailable this run.
It is not one cut-off. Five sources arrive on five different dates, and the darker the strip, the more of them cover your weekend. Hover any day for the count.
▲ Since 2026-08-10 the forecast has moved worse (+16 on the likely worst day) across 62 daily updates. Shading above shows source coverage, not this movement - hover a past day to see what we said that morning.
| now | Fire size & containment how big the fires are and whether they are being held |
| now | Long-range ensembles (GEFS 0.5 + GEM) wind direction, 52 members · reaches 32 days out |
| now | ECMWF ensemble (51 members) wind direction, the sharpest ensemble · reaches 12 days out |
| now | Deterministic weather (16-day) day-by-day wind and temperature · reaches 15 days out |
| now | Air-quality / smoke model (CAMS) actual AQI at the house · reaches 6 days out |
The controlling mechanism is transport, not fire existence: by late August 2026 there were two significant fires inside 20 miles, and the evidence shows them at only 98% containment as late as mid-September, which means neither was lined during the trip and both were still producing smoke. The Grasshopper fire's 93,971 acres sit 17.4 mi due east, which places them beyond Mt Hood and the crest - that smoke needs an easterly reversal to reach the house, and the climatological offshore rate for this window is 31% per day with strong autocorrelation, so roughly half of three-day weekends see at least one such day. Crucially, the Austin fire's 12,888 acres are 18.3 mi due south, on the same west slope as the house with no terrain barrier at all, so southerly flow or ordinary nocturnal drainage down the Salmon and Sandy river valleys can pool its smoke in the Welches basin overnight without any pattern reversal - the prompt's warning not to assume terrain shields the house applies directly here. Against that, the default late-August pattern is onshore westerly flow that flushes the corridor and sends both plumes away, which is why I keep a 28% clear branch rather than only fattening the tail. The 4-year climatology anchor of 18 with zero days over 100 is measured but structurally unrepresentative: it excludes 2017, 2018, 2020 and 2021, and more importantly none of those four years had a near-100,000-acre fire within 20 miles, so I multiply it up about 3x to a worst-day median near 60 while leaving a long upper tail to 155 at p90 for the overnight-inversion case.
A normal late August here is Clear - median AQI 18 across the last 4 years. On these exact dates: 2025: 23 · 2024: 15 · 2023: 16 · 2022: 16.
We are forecasting a worst day of 58, 40 points above that base rate. That departure rests entirely on the reasoning above; judge it for yourself.
| 12.9 mi | Kleinsmith W | size not yet reported |
| 13.9 mi | The Narrows SSW | 304 acres · 98% contained |
| 17.4 mi | Grasshopper E | 93,971 acres · 98% contained |
| 18.3 mi | Austin S | 12,888 acres · 98% contained |
| 37.0 mi | High Lava N | 2,899 acres · 95% contained |
The biggest hole in this forecast: 1 of the nearby fires (Kleinsmith) have no size reported yet. Whether those are 300-acre creepers or 20,000-acre runners is most of the answer.
If the weekend is clean you carried masks for nothing. If it is not, this is the difference between a bad weekend and a ruined one.
| Sandy | 5.2 mi |
| Brightwood | 5.2 mi |
| Welches | 11.3 mi |
Distance from each point on the drive in to the nearest fire. TripCheck is the authority on closures.
Ranked by how bad these dates have historically been at each place. The coast is not just cleaner today — it sits upwind of everything burning, so it only smokes during an east-wind reversal, which is the same event that would smoke out the house.
| Place | Bad day / typical | Now | Official forecast | Next 5 days | Nearest fire |
| Welches / Mt Hood booked | 20 / 15 | 8 Clear | Good | ▲ worsening | 14 mi · The Narrows |
| Newport coast | 20 / 17 | 16 Clear | Good | – steady | 101 mi · Austin |
| Astoria coast | 25 / 22 | 13 Clear | Good | ▲ worsening | 84 mi · High Lava |
| Long Beach, WA coast | 25 / 22 | 13 Clear | Good | ▲ worsening | 97 mi · High Lava |
| Manzanita coast | 26 / 24 | 54 Hazy | — | – steady | 87 mi · High Lava |
| Cannon Beach coast | 28 / 24 | 54 Hazy | — | ▲ worsening | 88 mi · High Lava |
| Pacific City coast | 29 / 26 | 54 Hazy | — | – steady | 91 mi · The Narrows |
| Hood River east of crest | 40 / 26 | 21 Clear | Good | ▲ worsening | 21 mi · Grasshopper |
| McMinnville valley | 45 / 32 | 52 Hazy | Good | – steady | 54 mi · The Narrows |
| Portland valley | 46 / 37 | 56 Hazy | Good | – steady | 36 mi · High Lava |
| Silver Falls valley | 49 / 36 | 33 Clear | — | – steady | 31 mi · Austin |
| Bend east of crest | 56 / 33 | 60 Hazy | — | – steady | 35 mi · Crosswhite |
| Field | Period it covers | What it is |
| Air right now | 10/11/26 4:00 PDT | Nearest EPA/AirNow ground monitor to each place, within 45 miles airnow.gov |
| Official forecast | issued 10/11/26 by Washington Department of Ecology | Next published outlook for that reporting area — a human forecaster's call Oregon DEQ via AirNow |
| Next 5 days | today's model run, covering 2026-10-15 | Direction only. Copernicus CAMS global air-quality model open-meteo.com |
| Bad day / typical | Aug 26 – Sep 1 in 2022, 2023, 2024, 2025 (28 days each) | CAMS reanalysis for those exact dates, then converted to the monitor scale open-meteo.com |
| Scale conversion | median of 14 daily model-vs-monitor pairs, 2026-09-24 to 2026-10-07 | Median of daily model-vs-monitor ratios — the bias differs by place, from 0.37 on the coast to 0.694 inland AirNow daily archive |
| Nearest fire | queried Oct 11 5:00 AM | Perimeter polygons of fires over 100 acres, distance to the burned edge NIFC WFIGS |
Every AQI figure above is on the ground-monitor scale — the same thing your phone shows. n/a means the model and the monitors disagree so sharply at that spot that we cannot honestly place it on that scale (steep terrain inside a coarse model grid cell — the Gorge is the usual culprit); those rows are sorted by today’s reading instead.
Fire perimeters from NIFC, evacuation zones from Oregon OEM, weather and alerts from NWS, air quality from AirNow (Multorpor, 8.7 mi away). The forecast is judged by Claude Opus 5 on the live data above, sampled 5 times and pooled conservatively.
It is a judgement, never scored against an outcome. Nobody forecasts smoke this far out: NOAA's smoke model runs 48 hours and the EPA's air-quality forecast is for tomorrow. Two-to-six weeks ahead is what meteorologists call the predictability desert. Anyone giving you a number for the trip right now - us included - is giving you a base rate with a story attached.
How thin the history is. The air-quality record for this spot begins in 2022, so "normal" here is built from just 4 years (2022, 2023, 2024, 2025). In those 28 sampled days the worst single day was AQI 33, and none reached 100.
That record has never seen a bad Oregon smoke year — not 2020, when Portland sat above AQI 500 for days, nor 2017, 2018 or 2021. So the base rate below is drawn entirely from calm years, and the upper end of our range is an estimate rather than something history has shown us. It is the main reason not to read the good news too confidently.
Are these forecasts any good? Across 285 scored forecast-days, the air-quality model beat both simple baselines at 1 of 5 lead times. Where it does not, this page should not be trusted to out-guess them either.
AQI here means the highest 24-hour PM2.5 value touching a day, at the house, on the local monitor scale - the same thing your phone shows. The model's own restatement of the target: “I am forecasting the US EPA AQI for PM2.5 computed as a 24-hour average concentration - specifically, for each of August 28, 29 and 30, 2026, the highest 24-hour-average AQI value touching that calendar day at the house in Mt Hood Village / Welches (45.3201, -121.9561), on the local monitor scale that a phone app displays (already calibrated from the raw model scale by the factor of 0.3 in the evidence pack, with no further bias correction applied by me), and then the single worst of those three daily values - not the three-day mean.”
Updated daily at 5am. A convenience, not an authority -
if officials issue an evacuation order, follow it.