“…Modern agricultural land refers to facility agricultural land with a larger area and scale, such as greenhouse vegetable bases, flower bases, and economic fruit planting bases, with higher land-use intensification and efficiency. Combining the actual conditions of the study area and according to the current land-use classification promulgated in 2017 [37], we divided the second-class land-use status in the Lianjiang Basin area into 30 categories: paddy field (11), dry land (13), forested land (31), Regarding the ground data of the same period, some sample areas were randomly selected, and through several field investigations, the classification confusion matrix was statistically obtained, and the Kappa index was calculated to test the accuracy of the landuse data in each period. The results showed that the Kappa indices for 1966, 1973,1990,2006,2010,2016, and 2020 were 0.81, 0.80, 0.83, 0.90, 0.85, 0.91, 0.93, respectively, and that the results met the minimum allowable discrimination accuracy of 0.70 [36].…”