Divergent dynamics between grassland greenness and gross primary productivity across China

•The increase of productivity was higher than greenness across grassland in China.•Temperature and precipitation were the main factors influencing grassland change.•The sensitivity of productivity to temperature and solar radiation was more than greenness.•Precipitation limited the increase of grassland GPP in subtropical and tropical regions.