A process-based model (ORCHIDEE-crop) is calibrated efficiently with particle filter. LGP of different rice types show varied response to change in climate and management. Change in managements have larger impacts than climate change for early & single rice. Regional modelling should consider multiple rice types & changing management practices. Improved records on management & observation error are vital for reducing uncertainty.