The　explosion　of　available　Remote　Sensing　data　resources　in　a　wide　range　of　Earth　Observation　application　domains　is　shifting　the　paradigm　of　Earth　Data　Science.　To　exploit　and　acquire　further　insights　and　knowledge,　the　development　of　standard-based　collaborative　analytics　services　is　considered　as　one　of　potential　solutions　and　is　becoming　indispensable　to　strengthen　integration　among　Earth　observation　application　systems.　In　this　study,　a　standard-based　collaborative　analytics　method　based　on　Web　Coverage　Processing　Service　(WCPS)　and　R　are　proposed　by　considering　standardized　web　communication　protocols,　making　it　possible　to　effectively　improve　the　interoperability　of　Spatial　Data　Infrastructures　in　terms　of　Earth　Science　System　monitoring　and　forecasting.　©　2018　IEEE.