Chesapeake Bay

Chesapeake Bay is one of the most productive estuaries in the United States.

• Imputation with trained STIMP in the Chesapeake Bay
  • Fig 5d: Missing rate is equal to 0.1
  • Fig 5d: Missing rate is equal to 0.5
  • Fig 5d: Missing rate is equal to 0.9
• Prediction performance of STIMP in the Chesapeake Bay
  • Supplementary Fig 4c: imputation reduces the mean square error of prediction
  • Supplementary Fig 2c: overall prediction performance in terms of mean square error
  • Supplementary Fig 4c: imputation reduces the mean absolute error of prediction
  • Fig 2b: overall performance in term of mean absolute error
  • Fig 5e: mean absolute error of PredRNN
  • Fig 5e: mean absolute error of STIMP
  • Fig 5e: improvement of STIMP compared to PredRNN
• Case study of prediction performance in the Chesapeake Bay
  • Fig 5f: Predicted Chl_a of XGBoost, STIMP and PredRNN at Position 1
  • Fig 5f: Predicted Chl_a of XGBoost, STIMP and PredRNN at Position 2