Forecast Configuration
Penglai Offshore Field
Lat 38.32°N, Lon 120°E, Depth 20 m
Lat 38.32°N, Lon 120°E, Depth 20 m
Test range 2013-01-01 to 2015-05-31; lookback needs 30 prior days.
Forecast stitching begins at 00:00 on this date.
Each stride = 1 Flask call. Longer ranges risk a timeout.
About
Penglai is a single-variable Transformer-MF model per depth, trained on HYCOM 1995–2012 at 3-hourly cadence (Case 3: dmodel=256). Each forecast uses the prior 30 days (240 samples) to predict the next 30 days.
Penglai Offshore Field Forecast
Choose a mode and click Generate Forecast.
Temperature Forecast
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RMSE
(Root Mean Squared Error)
(Root Mean Squared Error)
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MAE
(Mean Absolute Error)
(Mean Absolute Error)
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MAPE
(Mean Absolute Percentage Error)
(Mean Absolute Percentage Error)
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MAX ABS ERR
(Maximum Absolute Error)
(Maximum Absolute Error)
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Daily Statistics — Actual (HYCOM) Envelope vs Predicted
Actual HYCOM 3-hourly values aggregated to daily Max / Mean / Min with shaded envelope. Predicted (red line) overlaid as daily mean — visually check whether the forecast stays inside the envelope.
Daily Absolute Error — |Predicted Mean − Actual Mean|
One number per day: how far the forecast's daily mean is from the HYCOM daily mean.
RMSE
(daily means)
(daily means)
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MAE
(daily means)
(daily means)
-
MAPE
(daily means)
(daily means)
-
MAX ABS ERR
(daily means)
(daily means)
-