The invention discloses a multi-model coupled regional
terrestrial ecosystem carbon reserve
estimation method, which is suitable for the field of
carbon cycle and carbon reserve
estimation. The method comprises the following steps: firstly, collecting
remote sensing data, and then estimating overground, underground and soil annual
carbon density mean values of a regional
terrestrial ecosystem by adopting an ARIMA model; the method comprises the following steps: clustering regions with different carbon densities by adopting a CatBoost model, dividing the carbon densities of a regional ecological
system into low, medium and high levels, and avoiding the influence of
spatial heterogeneity among different density levels on subsequent model training; an RNN model is constructed to evaluate the
carbon density conditions of different levels of unit grids, and interannual dynamic
carbon density parameters of different types of ecosystems are obtained based on multi-
source data; and finally, calculating the carbon reserves of the unit grids, analyzing the
annual average change trend and the
spatial distribution condition of the carbon reserves, and realizing accurate evaluation of the regional
terrestrial ecosystem carbon sink. The method is simple in step and good in using effect, and the change condition of the
carbon sink capacity in the corresponding time can be obtained according to the sampling time interval of the input data.