First, a flag: the trip window you asked about (August 28-30, 2026) ended almost two months ago, and the fire and air-quality numbers in this pack were measured in mid-September and late October, after the fact. Treating it as a genuine forecast made with August information, the honest answer is that most versions of that weekend were hazy-but-usable, with a real but minority chance of one genuinely smoky day.
The worst single day was more likely to land in the moderate range than in the unhealthy range, but there were three large fires inside twenty miles and two of them were on the same side of the crest as the house, so a bad day was never off the table.
If we ran this weekend 100 times, here is how they would split. Hover a row to pick it out of the dots.
| 3 in 1029% | Clear weekend AQI 0-50 Mt Hood sharp and clean from the deck, blue sky, no smell of smoke, sunsets normal colour. Marine air, cool mornings, maybe fog in the Sandy drainage. | nothing |
| 3 in 1032% | Hazy but fine AQI 50-100 Milky white sky, the mountain visible but washed out, orange sunset, a faint campfire smell in the morning that burns off by noon. Fine for hiking, river time, kids outside. Sensitive people notice it. | Light smoke aloft from the Clackamas-drainage fires mixes down overnight and scours out with afternoon onshore flow. |
| 2 in 1022% | One smoky day AQI 100-150 One day where the ridgeline across the highway goes flat grey, visibility a couple of miles, eyes and throat scratchy, everyone retreats indoors by mid-afternoon. The other two days noticeably better. | A short offshore or stagnant-southerly night drains Austin/Grasshopper smoke into the Sandy valley and it sits under an inversion until the next day's mixing. |
| 2 in 1017% | Real smoke episode AQI 150+ Brown-orange daylight, the mountain gone entirely, headlights on at noon, smoke indoors through any open window, cancelled plans, people with asthma genuinely unwell. | A multi-day easterly or a new west-side ignition inside fifteen miles; smoke source upwind and no marine push to flush it. |
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: Bench (67,071 acres, 45.5 mi SSE), 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, 40 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 (+58 on the likely worst day) across 76 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 13 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 mechanism that matters for this address is not the statewide acreage but whether there is an active smoke source upwind with a path into the Sandy River valley. Grasshopper is large (93,971 acres) but at bearing 090 and 17.4 miles it sits east of the crest, so it only reaches the house on an offshore/easterly pattern, which runs about 31% of member-days in this calendar window climatologically; Austin (12,888 acres, 18 mi S) and The Narrows (304 acres, 13.9 mi SSW, in the Clackamas drainage near 45.14N/-122.09W) are on the SAME side of the crest, so terrain does not shield the house from them and no wind reversal is required — only weak nocturnal drainage and an inversion. Against that, the default late-August pattern here is onshore marine flow that ventilates the valley every afternoon, which is why the climatological median daily max is 86 rather than 150, and why the dominant outcome is hazy-not-harmful. I did not apply a general bad-year multiplier on top of the season anomaly as instructed, but I also declined to lean on that 1.02 ratio as reassurance, because its 30-day window ends on 2026-10-25 and therefore measures post-season, rain-washed air rather than anything about the trip. The upper tail is widened for two reasons the base rate cannot see: the archive starts in 2022 and has never sampled a 2020-class event, and the remaining lead time in a PL5, 96%-drought, record-low-snowpack year was long enough for a brand-new fire to start closer to the house than any of these. Net: anchor 86, multiplier 1.12, worst-day p50 of 96 with a fat right tail to 190 at p90.
A normal late August here is Hazy - median AQI 86 across the last 4 years. On these exact dates: 2025: 112 · 2024: 72 · 2023: 76 · 2022: 78.
We are forecasting a worst day of 100, 14 points above that base rate. That departure rests entirely on the reasoning above; judge it for yourself.
| 13.9 mi | The Narrows SSW | 304 acres · 98% contained |
| 16.5 mi | Timber Lake/Ripplebrook Admin Rx - West SSW | size not yet reported |
| 17.4 mi | Grasshopper E | 93,971 acres · 98% contained |
| 18.3 mi | Austin S | 12,888 acres · 98% contained |
| 20.3 mi | Austin Repair Pile Rx - West S | size not yet reported |
| 23.0 mi | Goat Stew Rx - West S | size not yet reported |
| 29.5 mi | Slow DXP/Lemiti Rx - West SSE | size not yet reported |
The biggest hole in this forecast: 4 of the nearby fires (Timber Lake/Ripplebrook Admin Rx - West, Austin Repair Pile Rx - West, Goat Stew Rx - West and 1 more) 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 | 19.4 mi |
| Brightwood | 15.5 mi |
| Welches | 14.8 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 |
| Astoria coast | 19 / 16 | 20 Clear | Good | – steady | 84 mi · High Lava |
| Long Beach, WA coast | 19 / 17 | 20 Clear | Good | ▲ worsening | 97 mi · High Lava |
| Newport coast | 25 / 21 | 52 Hazy | Good | – steady | 101 mi · Austin |
| Welches / Mt Hood booked | 30 / 22 | 38 Clear | Good | – steady | 14 mi · The Narrows |
| Manzanita coast | 30 / 28 | 24 Clear | — | – steady | 87 mi · High Lava |
| Cannon Beach coast | 31 / 27 | 24 Clear | — | – steady | 88 mi · High Lava |
| Pacific City coast | 32 / 29 | 24 Clear | — | ▼ clearing | 91 mi · The Narrows |
| Hood River east of crest | 46 / 30 | 27 Clear | Good | ▲ worsening | 21 mi · Grasshopper |
| Silver Falls valley | 50 / 37 | 51 Hazy | — | ▼ clearing | 31 mi · Austin |
| Portland valley | 67 / 54 | 69 Hazy | Good | – steady | 36 mi · High Lava |
| McMinnville valley | 76 / 53 | 60 Hazy | Good | ▼ clearing | 54 mi · The Narrows |
| Bend east of crest | 78 / 45 | 28 Clear | — | – steady | 36 mi · Bench |
| Field | Period it covers | What it is |
| Air right now | 10/25/26 4:00 PDT | Nearest EPA/AirNow ground monitor to each place, within 45 miles airnow.gov |
| Official forecast | issued 10/25/26 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 2026-10-29 | 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, 2026-10-09 to 2026-10-22 | Median of daily model-vs-monitor ratios — the bias differs by place, from 0.351 on the coast to 1.066 inland AirNow daily archive |
| Nearest fire | queried Oct 25 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 (Estacada, 18.3 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 160, 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 355 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 as a 24-hour average quantity — specifically, for each of August 28, 29 and 30, 2026, the highest 24-hour-average AQI value that touches that calendar day at the house in Welches, Oregon (45.3201N, -121.9561W) — and then the single worst of those three days. All values are on the local monitor scale, i.e. what a phone air-quality app would display, with the model-to-monitor calibration already applied in the evidence pack and no further bias correction of my own. These are not hourly peaks and not a trip average.”
Updated daily at 5am. A convenience, not an authority -
if officials issue an evacuation order, follow it.