Scientists develop a new way to verify forecasts of where typhoons will hit land
Landfalling typhoons can cause widespread damage, so accurately forecasting them is crucial. More specifically, the errors associated with a typhoon's landfall position are often more important than those related to the timing of landfall.
However, the most widely used method to verify typhoon tracks (the traditional "point-to-point matching" approach) can be easily affected by the predicted moving speed of the typhoon. Consequently, a large track error can sometimes be obtained even if the predicted landfall position is close to the observed one.
To address this issue, Dr. Banglin Zhang and colleagues from the Guangzhou Institute of Tropical and Marine Meteorology have proposed a simple method to evaluate landfalling typhoon track forecasts. Their findings, recently published in Advances in Atmospheric Sciences, reveal that this new approach can lessen the timing errors when verifying a predicted landfalling typhoon track.
"With the traditional method for verifying typhoon track forecasts, the error in the typhoon track may derive from the error in the typhoon's moving speed error rather than its position error," explains Dr. Daosheng Xu, first author of the study.
"However, the neighborhood strategy upon which our method is based verifies the forecast within a time window around each grid point, hence reduces influences of the timing error."
As mentioned above, the traditional point-to-point method for evaluating typhoon tracks is sometimes sensitive to timing errors and/or typhoon moving-speed errors. Hence, Dr. Xu and his colleagues proposed this "time neighborhood method" to solve the problem.
By comparing the properties of this new method to those of the traditional approach by forecasting 12 landfalling typhoon cases, they found that the new method is not sensitive to the timing errors and that the difference between the new and traditional method is more apparent when the typhoon has a moderate movement speed (between 15 and 30 km h−1).
There is hope, therefore, that this method might be able to provide meteorologists with more intuitive evaluations of typhoon track forecasts, which will be of broader benefit to the government and the general public.
More information: Daosheng Xu et al, A Time Neighborhood Method for the Verification of Landfalling Typhoon Track Forecast, Advances in Atmospheric Sciences (2022). DOI: 10.1007/s00376-022-1398-6
Journal information: Advances in Atmospheric Sciences
Provided by Chinese Academy of Sciences