The present invention discloses a
remote sensing estimation method for soil organic carbon reserves in
plateau swamp wetlands, which belongs to the field of organic carbon measurement technology, including obtaining soil organic
carbon density and spectral reflectance data of
plateau swamp wetlands, obtaining optical,
radar images and digital elevation models of
plateau swamp wetlands as well as rainfall and temperature data, preprocessing the data, calculating features related to
vegetation, water bodies and soil; extracting spectral features highly correlated with soil organic
carbon density; predicting spectral features and screening, integrating
remote sensing features with spectral features; optimizing features and quantities; establishing a
random forest model based on the optimal features, making an organic
carbon density distribution map, and realizing organic carbon reserve
estimation. The present invention adopts the above method, which not only retains the high accuracy of predicting soil organic carbon density by measured spectra, but also realizes the prediction of large-scale soil organic carbon density and organic carbon reserves in combination with
remote sensing technology, thereby improving work accuracy and work efficiency.