The invention discloses a soil improvement and
soil quality optimization comprehensive management method based on
big data analysis, and the method comprises the following steps: S1, collecting and preprocessing multi-source soil data, and constructing a soil
data input matrix; s2, initializing parameters of the fuzzy C-means clustering model, and constructing a model basic structure; s3, introducing a hosting crab optimization
algorithm, and optimizing clustering
model parameters; s4, executing clustering analysis, and generating a fuzzy
soil type distribution map; s5, constructing an improved strategy scheme space, and fusing
crop types, historical records and
resource information; s6, making a multi-target scoring standard, and selecting an optimal improvement strategy; s7, deploying an optimal improvement strategy to a farmland operation
system, and collecting soil feedback data in real time; and S8, updating model input and parameters based on feedback data, and re-executing optimization to realize a
closed loop. According to the invention,
big data and an intelligent optimization technology are fused, and accurate matching and efficient configuration of soil improvement strategies are realized.