Global vegetation data is collected using MODIS satellites to monitor leaf area and photosynthesis. Researchers validate this data by comparing it to ground measurements and high-resolution satellite images. They found that the accuracy of the data is influenced by uncertainties in land cover data, surface reflectances, and the model used. By refining their algorithms based on validation results, they have improved the accuracy of the MODIS leaf area index products over time.