AirSeer
Automated Air Quality Forecasting
O3  ·  PM2.5  ·  AQI  ·  AirNow-Tech  ·  NWS Alerts: fully automated
✓  Daily by 1pm ✓  9 live data sources ✓  AI-generated narrative ✓  Auto AirNow-Tech submit
airseer.com
The problem today
Air quality forecasting
is a daily manual grind.
⏱
2+ hours every single morning
Manual data pulls from NOAA, AirNow, HYSPLIT: before you can even start forecasting
📋
Narrative written from scratch daily
Same met pattern descriptions retyped every ozone season, no template memory
🔔
Code Orange days cause scrambles
Manually drafting NWS messages, emailing teams, coordinating alerts: all under noon deadline
📉
Verification reports take weeks
Pulling AQS data, calculating skill statistics, formatting to agency templates every March
What a forecaster does manually today:
1. Pull NAM 12z model run from NOAA
2. Download NAQFC O3 and PM2.5 guidance
3. Check AirNow monitor readings
4. Run HYSPLIT back trajectory
5. Check NOAA HMS for smoke
6. Write forecast narrative
7. Log into AirNow-Tech and submit
8. If Code Orange: contact NWS, email team
⏱ 2–3 hours · Every single day · May–September
Step 1: 6:00 AM automated
AirSeer pulls all 9 data
sources automatically.
Every morning at 6am, AirSeer ingests the latest model runs, monitor readings, and satellite data. No login required. No manual downloads.
NOAA NAM 12z
Mixing height · wind · temp
NOAA GFS
500mb pattern · synoptic
NAQFC O3 + PM2.5
EPA/NOAA CMAQ guidance
EPA AirNow
Live monitor network readings
HYSPLIT
72-hr back trajectory
NOAA HMS + MODIS
Wildfire smoke detection
EPA AQS
Historical quality-assured data
✓ All sources live
Updated by 6:15 AM daily
AirSeer data pipeline · 06:00 EDT
✓ NOAA NAM 12z pulled [406 MB]
✓ GFS analysis downloaded
✓ NAQFC O3 guidance fetched
✓ NAQFC PM2.5 guidance fetched
✓ AirNow monitors ingested [4 stations]
✓ HYSPLIT 72-hr trajectory computed
✓ NOAA HMS smoke check: clear
→ Running forecast model...
AirSeer
📊 Today's forecast
📡 Data inputs
📤 AirNow submission
📈 Verification report
Air Quality Program
State Agency
⚠️Code Orange triggered: Tomorrow's O3 forecast exceeds USG threshold. NWS coordination required by 13:00 EDT.
Tomorrow O3 AQI
104
Code Orange · USG
Tomorrow PM2.5 AQI
68
Code Yellow · Moderate
Highest state AQI
104
Northeast region
Submission deadline
13:00
3h 18m remaining
☀️ Ozone 3-day outlook
Code Orange
Tomorrow
104
+2 days
82
+3 days
51
High pressure ridge building. SW transport from Ohio Valley. Mixing height 740m.
☁️ PM2.5 3-day outlook
Code Yellow
Tomorrow
68
+2 days
42
+3 days
31
No smoke detected (HMS/MODIS). Secondary PM formation moderate. Frontal clearing by day 3.
Meteorological intelligence
AirSeer reads the atmosphere
so your forecaster doesn't have to.
Every driver of ozone and PM2.5 formation is automatically analyzed and surfaced: mixing heights, transport pathways, smoke, synoptic pattern.
Mixing height
740 m
Suppressed through midday · NAM
Surface wind
SW 6 mph
Light and variable · NAM 12z
500mb pattern
Ridge
High pressure dominant · GFS
Transport origin
Ohio Valley
72-hr HYSPLIT trajectory
Max temperature
91°F
Favorable for O3 formation
Wildfire smoke
None
HMS + MODIS clear
AI-generated forecast narrative
High pressure and stagnant southwest flow will promote ozone accumulation tomorrow. Mixing heights suppressed below 800m through midday. Transport from the Ohio Valley corridor expected to contribute precursor loading. Sensitive groups should limit prolonged outdoor exertion.
Editable before submission · drafts in seconds
Use this narrative
Edit
Step 3: AirNow-Tech submission
One click submits to
EPA AirNow-Tech.
AirSeer pre-fills the submission form from forecast data. Your forecaster reviews and approves. AirNow-Tech receives the forecast automatically: on behalf of your agency: before 1pm.
✓ Submitted at 10:14 EDT
Forecast received by EPA AirNow-Tech · Confirmation ID: AT-2026-0612-DE-104
Without AirSeer
2–3 hrs
manual daily work
With AirSeer
20 min
review and approve
AirNow-Tech submission form
State
State Air Quality Program
Forecast date
Tomorrow
O3 AQI
104: Code Orange
PM2.5 AQI
68: Code Yellow
NWS alert required
Yes: Code Orange threshold exceeded
Forecast narrative
High pressure and stagnant southwest flow will promote ozone accumulation tomorrow. Mixing heights suppressed below 800m...
✓ Submit to AirNow-Tech
NWS alert
Annual verification report
Season-end report
auto-generated in March.
AirSeer pulls quality-assured AQS data, calculates forecast skill statistics, and generates the full annual verification report: ready to submit to your agency by March 31.
Forecast days
153
May 1 – Sep 30
Category accuracy
87%
Within 1 AQI category
False alarms
4
Orange+ over-forecast
Missed events
2
Orange+ under-forecast
Monthly forecast accuracy
May
88%
Jun
82%
Jul
85%
Aug
91%
Sep
95%
Generate annual report
AirSeer
The same expert forecasting. Without the daily grind.
From data ingestion to AirNow-Tech submission: automated, accurate, every morning.
20 min
daily vs 2–3 hours
9
live data sources automated
100%
AirNow-Tech compliant
Request access
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