The invention relates to the technical field of agricultural
remote sensing and
soil science, in particular to a multi-source fusion hyperspectral soil
nutrient remote sensing inversion
system. According to the multi-source fusion hyperspectral soil
nutrient remote sensing inversion
system provided by the invention, through a three-layer architecture of a
satellite remote sensing platform (
remote sensing satellite), a near-ground air-based platform (unmanned aerial vehicle) and ground sensing equipment, multi-scale soil
nutrient monitoring from a region level to a field
block level is realized, and the problem of observation blind areas of single
satellite data in complex terrains is solved; according to the method, the coverage is improved by more than 40%, meteorological data and topographic data are synchronously acquired, interference of environmental factors such as
moisture and illumination on spectral signals is automatically weakened through a dynamic weighting mechanism, the soil organic carbon inversion precision of
saline-
alkali soil and wet areas is improved by 20%-30% compared with single hyperspectral data, the inversion precision is greatly improved, and the anti-
noise capability is remarkably enhanced.