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Fig8.3.3-1: ROC diagram for 850hPa temperature for the verifying period Sep, Oct, Nov derived from SEAS5 seasonal forecast runs with data time of early Aug. Points above the lower left/upper right diagonal signify skill. The ROC score or value is the area beneath the red curve.
Reliability diagrams
The Reliability diagrams give a measure of the tendency of the forecast system to over- or under-forecast and event. The diagram plots the frequency of a forecast probability of an event against the frequency that the event occurs. Ideally these should match and is shown by the diagonal line. Where the plot lies:
- below the diagonal implies over-forecasting. The forecast probability is greater than the observed frequency.
- above the diagonal implies under-forecasting. The forecast probability is less than the observed frequency.
An explanation of reliability diagrams is given in the annex to this guide.
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Fig8.3.3-2: reliability diagram for precipitation for the verifying period Sep, Oct, Nov derived from SEAS5 seasonal forecast runs with data time of early Aug. Points above the diagonal signify under-forecasting, points below the diagonal signify over-forecasting.
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The Relative Operating Characteristics (ROC) skill score charts give a measure of how well the seasonal (SEAS5) forecast anomalies have represented the observed anomalies.
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The colouring on the charts gives the measure of success of the SEAS5 seasonal forecast in representing the actual conditions:
- Brown, red and dark orange colouring imply seasonal (SEAS5) forecast anomalies have shown skill in representing the tercile of the observed anomalies.
- Orange colouring implies seasonal (SEAS5) forecast anomalies no skill in representing the tercile of the observed anomalies
- Blue colouring implies seasonal (SEAS5) forecast anomalies have had no success or been misleading in representing the tercile of the observed anomalies
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Fig8.3.3-3: Chart of ROC skill score for 500hPa geopotential 500hPa geopotential height for the verifying period Sep, Oct, Nov derived from SEAS5 seasonal forecast runs with data time of early Aug. At each location, the predicted probability of an event lying in the indicated tercile (upper, lower) is compared with frequency that the forecast event verifies within the indicated tercile (upper, lower).
- Positive values (yellow, orange, red, brown) indicate success of the SEAS5 seasonal forecast in representing the observed tercile.
- Negative values (grey and blues) indicate no success (or misleading) SEAS5 seasonal forecast in representing the observed anomalies.
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Fig8.3.3-4: Chart of ROC skill score for 2m temperature for the verifying period Sep, Oct, Nov derived from SEAS5 seasonal forecast runs with data time of early Aug. At each location, the predicted probability of an event lying in the indicated tercile (upper, lower) is compared with frequency that the forecast event verifies within the indicated tercile (upper, lower).
- Positive values (yellow, orange, red, brown) indicate success of the SEAS5 seasonal forecast in representing the observed tercile.
- Negative values (grey and blues) indicate no success (or misleading) SEAS5 seasonal forecast in representing the observed anomalies.
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Fig8.3.3-5: Chart of ROC skill score for sea surface temperature for the verifying period Sep, Oct, Nov derived from SEAS5 seasonal forecast runs with data time of early Aug. At each location, the predicted probability of an event lying in the indicated tercile (upper, lower) is compared with frequency that the forecast event verifies within the indicated tercile (upper, lower).
- Positive values (yellow, orange, red, brown) indicate success of the SEAS5 seasonal forecast in representing the observed tercile.
- Negative values (grey and blues) indicate no success (or misleading) SEAS5 seasonal forecast in representing the observed anomalies.
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