The invention discloses an assimilation
evapotranspiration and LAI (
leaf area index) region soil
moisture monitoring method, and the method comprises the specific steps: S1, calibrating a
crop growth model, and completing the determination of spatial parameters; S2, generating an MODIS ET and LAI
time sequence curve through superposition; S3, constructing an LAI
time sequence curve through filtering; S4, calculating the one-order differential monotonicity of the curve; S5, operating an SWAP model grid by grid, outputting the ET and LAI, and calculating the one-order differential monotonicity; S6, building a cost function according to the difference between the one-order differential monotonicity obtained at step S4 and step S5, taking an
seedling emergence date and
irrigation time as to-be-optimized parameters, and obtaining an optimal value through employing an optimization
algorithm; S7, inputting the optimal parameter into a model, and simulating soil
moisture grid by grid. The method estimates the soil
moisture through a
data assimilation method, introduces two types of
remote sensing data, improves the precision of large-area monitoring of soil moisture, and is suitable for the
estimation of the soil moisture of regional-scale of farmland.