“The ocean color and temperature scanner carried by China's Haiyang-1 satellite can achieve kilometer level global ocean color monitoring. Based on 2165 sets of measured data, experts have constructed a multi-layer perceptron neural network model to achieve high-precision inversion of global water chlorophyll-a concentration, providing innovative methods for marine ecological monitoring.”