The invention relates to a Ku / Ka dual-band space
radiometric calibration method for a
satellite-borne rainfall measurement
radar, and the method specifically comprises the steps: S1, carrying out the
radiometric calibration of the
satellite-borne rainfall measurement
radar through a space radiometric calibrator, obtaining a corresponding relation between a
radar working parameter and a
radiation measurement error, and constructing a
satellite-borne rainfall measurement
radar radiation measurement error
database; s2, training and learning the neural network through the satellite-borne rainfall measurement
radar radiation measurement error
database, and generating a satellite-borne rainfall measurement
radar radiation measurement error
estimation model; and S3, obtaining radar working parameters of the spaceborne rainfall measurement radar, performing
radiation measurement error
estimation of the spaceborne rainfall measurement radar through the spaceborne rainfall measurement radar
radiation measurement error
estimation model, and performing radiation error compensation according to a
radiation measurement error
estimation result. According to the invention, the calibration precision of the spaceborne rainfall measurement radar is effectively improved, and the rainfall inversion precision is further improved.