“In the field of vegetation phenology research, experts used the Google Earth Engine platform and ESTARFM algorithm to fuse Landsat 8 images with MODIS products, generating high-resolution EVI sequences. They verified the improvement effect of their phenological monitoring ability compared to MODIS data, and explored the factors that affect the fusion effect, providing theoretical support and data reference for refined vegetation dynamic monitoring and ecosystem research.”