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FreeGovernmentUnited States, North America

TexMesonet (Texas Water Development Board)

Texas Water Development Board statewide mesonet aggregating weather stations and rain gauges with real-time soil moisture, meteorological, and evapotranspiration-relevant data for water and agricultural management.

texmesonet.org

At a glance

Region
United States (North America)
Coverage
Regional
Access
Free
Category
Government
Last updated
2026

What's inside

  • Soil moisture
  • Weather station
  • Precipitation
  • Evapotranspiration

What you can do with it

Typical work that data of this type supports.

  1. 01

    Irrigation scheduling

    Decide when and how much to irrigate.

    Because it has: Soil moisture

  2. 02

    Water accounting

    Track how much water crops actually consume across a command area.

  3. 03

    Design storms

    Build rainfall intensity-duration-frequency curves for drainage design.

    Because it has: Precipitation

Where AI adds value

Ideas for machine learning and AI agents built on this kind of data.

  1. 01

    Field-scale ET

    Estimate crop water use per field by combining satellite and weather with ML.

  2. 02

    Demand forecasts

    Predict irrigation demand weeks ahead for canal and pump planning.

  3. 03

    Downscaling

    Turn coarse rainfall grids into field or ward scale estimates.

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