Yangtze River Estuary

The Yangtze River is the third longest river in the world. The river discharges into the adjacent Yangtze River Estuary near the megacities, Shanghai and Hangzhou.

• Imputation with trained STIMP in the Yangtze River Estuary
  • Fig 5g: Missing rate is equal to 0.1
  • Fig 5g: Missing rate is equal to 0.5
  • Fig 5g: Missing rate is equal to 0.9
• Prediction performance of STIMP in the Yangtze River Estuary
  • Supplementary Fig 4d: imputation reduces the mean square error of prediction
  • Supplementary Fig 2d: overall prediction performance in terms of mean square error
  • Supplementary Fig 4d: imputation reduces the mean absolute error of prediction
  • Fig 2b: overall performance in term of mean absolute error
  • Fig 5h: mean absolute error of PredRNN
  • Fig 5h: mean absolute error of STIMP
  • Fig 5h: improvement of STIMP compared to PredRNN
• Case study of prediction performance in the Yangtze River Estuary
  • 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