Understanding the spatial patterns of evapotranspiration estimates from land surface models over China

•The newly released GLDAS ET products from three LSMs are evaluated across China.•Three spatial evaluation methods are used to assess the simulated ET patterns.•The spatial evaluation provides valuable information to diagnose the model errors.•Noah has the overall best performance in matching the values and patterns of ET.