How Our Mosquito Forecast Works
The science and data behind the Texas Mosquito Forecast interactive map
The Texas Mosquito Forecast is a free, interactive tool that predicts mosquito activity levels across the state of Texas using a combination of live weather data, geographic modeling, and ecological analysis. Unlike simple temperature-based estimates found elsewhere, our model incorporates over a dozen variables to produce hyper-local forecasts that differentiate between neighborhoods just miles apart.
The forecast updates every time you load the map, pulling the latest data from the NOAA Global Forecast System (GFS) and the USGS National Hydrography Dataset (NHD).
Live Weather Data
Weather is the primary driver of mosquito activity on any given day. Our model ingests real-time data from 25 weather stations distributed across Texas, then uses Inverse Distance Weighted (IDW) interpolation to create a continuous weather surface covering the entire state.
Temperature
Hourly and daily max/min temperatures from the GFS model. Mosquitoes enter dormancy below 50°F (a sharp biological threshold) and are most active between 70-85°F. Our model applies a sigmoid dormancy cliff that accurately captures this on/off behavior.
Dewpoint & Humidity
High dewpoints indicate atmospheric moisture that keeps breeding pools from evaporating and creates ideal flight conditions. Dewpoints above 65°F significantly boost mosquito activity, while dry air below 45°F suppresses it heavily.
Wind Speed
Mosquitoes are weak fliers that struggle in any significant wind. Our model applies graduated suppression: activity drops 20% at 10 mph, 50% at 15 mph, and 85% at 20+ mph. A separate hard multiplier captures the complete grounding effect of sustained high winds.
14-Day Rainfall History
This is the most critical weather variable. Mosquito eggs hatch 3-7 days after standing water forms, so recent rainfall history matters more than today's rain. We track three windows: last 48 hours (fresh pools), 3-6 day lag (hatching peak), and 7-14 day lag (mature adults emerging).
Cloud Cover
Overcast skies reduce evaporation of standing water, keeping breeding pools viable longer. Clouds also moderate temperatures and extend the active flight hours for mosquitoes that prefer twilight conditions.
Active Precipitation
Heavy rain temporarily grounds adult mosquitoes (they can't fly in rain), but the standing water it creates fuels the next generation. Our model distinguishes between hourly snapshots (heavy rain penalty) and daily outlook (rain-as-breeding-benefit).
Geographic & Ecological Modeling
Weather tells you what mosquitoes are doing today; geography tells you where they can thrive in the first place. Our baseline layer models permanent landscape features that determine a location's inherent mosquito-carrying capacity.
USGS National Hydrography Dataset
We overlay real river, stream, canal, and water body data from the USGS NHD to boost risk near waterways. This adds fine-grained texture — areas adjacent to bayous, creeks, and retention ponds score higher than areas just a mile away.
Gulf Coast Proximity
Salt marshes, tidal flats, and coastal wetlands along the Texas Gulf Coast are year-round breeding habitat for multiple mosquito species. Our model applies a coastal proximity boost that decays with distance from the shore.
Regional Moisture Zones
Specific geographic areas have elevated baseline risk: the Galveston Bay marshes, Houston's bayou network, Rio Grande Valley resacas, East Texas piney woods, and the Golden Triangle wetlands around Beaumont/Port Arthur.
Climate Gradients
Texas spans from the arid Trans-Pecos desert (10 inches of rain/year) to the subtropical Gulf Coast (60+ inches). Our east-west moisture gradient and north-south temperature gradient capture this fundamental variation in mosquito habitat quality.
Terrain Suppression
Arid zones like the Trans-Pecos, Panhandle, and Edwards Plateau/Hill Country have rocky, fast-draining terrain that doesn't hold standing water. These areas receive graduated suppression that accurately reflects their low mosquito potential.
Urban Core Effects
Dense urban cores (like downtown Houston or Dallas) have less breeding habitat due to concrete surfaces and engineered storm drainage. Our model applies a subtle urban suppression that differentiates downtown areas from mosquito-heavy suburbs and rural zones.
Hourly Activity Modeling
In hourly forecast mode, our model applies a diel (daily) activity curve based on mosquito behavioral biology. Most mosquito species in Texas are crepuscular — most active at dawn and dusk — with twin peaks around 5:30 AM and 7:30 PM. Activity drops significantly during the hottest midday hours and remains moderate overnight.
This means the same location can show a score of 45/100 at 2:00 PM but 78/100 at 7:30 PM. If you're planning an outdoor event, checking the hourly mode can help you pick the best timing.
Model Validation
Our model's predicted seasonal curve was validated against published BG-trap mosquito surveillance data from Harris County, Texas (Gunter et al. 2025). The Pearson correlation coefficient between our model's monthly predictions and actual trap counts is approximately 0.984, indicating excellent agreement in seasonal shape and timing.
Validation was performed by running our model against historical monthly climate normals for the Houston area and comparing the resulting risk curve to normalized BG-trap catch rates across the same months. The model accurately captures the spring ramp-up, summer peak, and fall decline observed in real surveillance data.
Understanding the Score
Every location on the map receives a score from 0 to 100 representing predicted mosquito activity level. Here's what the ranges mean:
| Score | Level | What It Means |
|---|---|---|
| 0-20 | Low | Minimal mosquito activity. Comfortable for extended outdoor time without repellent. |
| 21-40 | Moderate | Some mosquito presence, especially near water and at dusk. Light precautions recommended. |
| 41-60 | High | Noticeable mosquito activity. Use repellent for outdoor activities, especially in the evening. |
| 61-80 | Very High | Heavy mosquito presence. Repellent strongly recommended. Limit prolonged outdoor exposure at dawn/dusk. |
| 81-100 | Extreme | Peak mosquito conditions. Stay indoors at dawn/dusk if possible. Eliminate any standing water on your property. |
Data Sources
NOAA Global Forecast System
Hourly temperature, dewpoint, wind speed, cloud cover, and precipitation forecasts. Accessed via the Open-Meteo API with 14-day historical rainfall and 7-day forecast windows.
USGS National Hydrography Dataset
High-resolution waterway geometry (rivers, streams, canals, water bodies) used for proximity-based breeding habitat modeling.
OpenStreetMap / CARTO
Base map tiles and geographic labels rendered via CartoDB's dark theme tileset.
Validation Reference
Gunter et al. (2025) — BG-trap mosquito surveillance data from Harris County Mosquito & Vector Control. Monthly trap counts used for seasonal curve validation.
Frequently Asked Questions
Check Today's Forecast
See the current mosquito activity level for your area of Texas.
View the Interactive Map