2009
Predictions
of
(1) Seasonal Tropical Cyclone Activity over the Western North Pacific,
and
(2)
Number of Tropical Cyclones Making Landfall in South China
1.
Introduction
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Issued on 20
April
2009 |
Between 2000 and 2007, the
Laboratory for Atmospheric Research (LAR)
at City University of Hong Kong (CityU) has been issuing real-time predictions
of the annual number of tropical cyclones (TCs) affecting the western North
Pacific (WNP) and the South China Sea (SCS). Such forecasts were issued in 2008
by the Guy Carpenter Asia-Pacific Climate Impact Centre, also at CityU.
Verifications of the predictions for the past nine years have shown that the
predictions are mostly correct within the error bars.
In addition, LAR issued forecasts for the
annual number of TCs making landfall in South China (Guangdong and Hainan
provinces) during 2001-2004 based on the results of the study by
Liu
and Chan (2003). Because of the
consistent over-estimate of such numbers during this period (see
http://weather.cityu.edu.hk/tc_forecast/2004_Verification.htm for details),
such forecasts have not been issued since 2005. Recently,
Goh and Chan (2009) have performed a more detailed study on the factors
affecting annual TC activity in the SCS and found that a combination of various
dynamic and thermodynamic factors can explain a large part of the variance of
such activity, which suggests that the forecasts for the number of TCs making
landfall in South China could be improved. Such forecasts will therefore be
issued again beginning in 2009.
Both sets of predictions are purely statistical
with predictors drawn from a large group of indices that represent the
atmospheric and oceanographic conditions in the previous year up to the spring
of the current year. For the predictions of the annual number over the entire
WNP, the most prominent ones include the proxies for El Niņo/Southern
Oscillation (ENSO), the extent of the subtropical ridge, and the intensity of
the India-Burma trough. Details can be found in
Chan et al. (1998, 2001).
The predictions for the number of landfalling TCs use predictors from the flow
patterns and moist static energy distributions over the WNP prior to the TC
season.
As an important determinant is the status of
the ENSO condition, section 2 first discusses the possible ENSO situation in
2009. Forecasts of the annual number of TCs, tropical storms and typhoons in
the WNP are then presented in section 3. Predictions of the number of
landfalling TCs in South China are described in section 4.
2. ENSO conditions in 2009
The oceanic and atmospheric conditions in the Pacific
suggested a possible La Niņa situation since December 2008. However, this
situation may be ending as the Niņo3.4 and Niņo4 indices in March are
respectively only -0.55 and -0.37. At the same time, warming of the central and
east equatorial Pacific is observed and may continue in the summer. A
summary of the various ENSO model forecasts
from different climate centres suggests that most of them
predict a neutral or warm condition in 5 to 7 months time (Table.
1). Out of the 6 forecasts, 3 suggest that the ENSO will return to
its neutral condition during the summer and 2 show the possible development of a
weak El Niņo event. It therefore appears that for the rest of 2009, a
redevelopment of La Niņa conditions is not likely, but El Niņo conditions remain
possible. In other words, 2009 will likely be an ENSO-neutral year with the
possibility of a development of a weak warm event.
3. Predictions for the WNP
The ENSO predictor (NINO4 index)
suggests a slightly above-normal overall TC activity while the other predictors
give a near-normal activity (Table 2). The final
forecast is therefore for a normal overall TC
activity.
For the number of tropical storms
and typhoons, all the predictors give a consistent forecast of normal activity
(ranging from 26 to 27) so that a normal TC
activity (27 tropical storms and typhoons) is expected for this
category.
A slight difference in the
forecasts from non-ENSO and ENSO predictors for the number of typhoons exists.
The ENSO predictors (NINO3.4 index and equatorial SOI index) suggest a slightly
above-normal TC activity (predicted numbers being 20 and 19 respectively) while
the other predictors forecast a near-normal to slightly above-normal TC
activity, with predicted numbers ranging from 16 to 19. A weighted forecast
based on the correlations gives a final forecast of 18 typhoons, which is near
the normal number.
Thus, it is expected that the overall TC
activity, the number of tropical storms and typhoons as well as the number of
typhoons are likely to be near-normal. The quantitative predictions are given
in Table 2. The predicted number of tropical storms and
typhoons is also shown in Fig.1 for comparison with the
previous years.
The low-level easterly wind anomalies have
persisted over the western and central tropical Pacific Ocean since 2008 (Fig.
2), which has been suggested as one of the factors responsible for the
below-normal TC activity in the 2008 TC season. Such anomalies are still
observed in March 2009. However, a weakening of the easterly winds is observed
recently and anomalous westerly winds have occurred in the central equatorial
Pacific in the first week of April. If this trend continues, the atmospheric
condition will become more favorable for TC formation. This is consistent with
the predicted more active TC season in 2009 as compared with the 2008 TC season.
The possible error in the current predictions
is given by an envelope of the possible errors, which are based on the
predictions from individual predictors. The smallest and largest numbers among
the individual predictions may be considered as the lower and upper bound of the
final predictions. A larger difference between the lower and upper bound might
then indicate lower predictability and vice versa. Based on this concept, we
could see that for this year, prediction for the number of tropical storms and
typhoons has the smallest spread and thus the highest predictability.
4.
Predictions for
the number of landfalling TCs over South China
Based on the studies of
Liu and Chan (2003) and Goh and
Chan (2009), TC activity in the SCS and the number of landfalling TCs over
South China may be divided into that occurring in an early (May to August) and a
late (September to December) season. Thus, for the April forecast issued here,
three forecasts are made: early, late and whole season. Predictors for each
forecast are derived from the US National Centers for Environmental Prediction
reanalyses up to the month of March, which include patterns of atmospheric flow
at 850 and 500 hPa, vertical wind shear between 200 and 850 hPa and the moist
static energy between 1000 and 500 hPa. Each pattern is represented by a set of
empirical orthogonal functions and the predictors are the coefficients of those
functions that have significant correlations with the number of landfalling TCs.
Details of this scheme are currently being written up.
The forecasts for the early, late
and whole season are 4, 0 and 4, which are slightly-above, below and
slightly-below normal respectively (see Table 3). These
forecasts are consistent with the discussion in section 2 that an El Niņo event
is possible later this year. Past studies have shown that during the onset year
of an El Niņo event, the number of TCs moving into the SCS or that forming in
the SCS tends to be below normal, especially in the latter part of the year.
The 2009 forecasts suggest that most of the TCs making landfall in South China
will occur during the months of May to August.
Summary
of predictions
In summary, based on the
atmospheric and oceanic conditions up to March 2009, it appears that the 2009 TC
activity in the entire WNP is likely to be close to normal while the number of
TCs making landfall in South China will be slightly below normal, with most of
the landfall occurring during the months of May to August.
An updated forecast for the TC activity in the
WNP, as well as the number of landfalling TCs in South China for the late season
(September to December) will be issued sometime in June.
MODEL /
GROUP |
2-4 MONTHS
(May to Jul) |
5-7 MONTHS
(Aug to Oct) |
POAMA
(run at Bureau of Met) |
Neutral |
Warm |
System 3
ECMWF |
Neutral |
Neutral # |
GloSea
UK Met Office |
Not Available |
Not Available |
CFS
NCEP |
Neutral |
Neutral |
CGCMv1
GMAO/NASA |
Warm |
Warm |
JMA-CGCM02
Japan Met. Agency |
Neutral |
Neutral # |
Table
2. |
Forecasts
from various predictors and the weighted average of the forecasts. |
Entire
western North Pacific |
All
TC |
|
HWNP |
HIB |
NINO4 |
|
Final forecast |
Normal
|
Prediction |
30 |
30 |
33 |
|
31 |
31 |
Weight |
0.66 |
0.66 |
0.70 |
|
|
|
|
Tropical
storms and typhoons |
|
HWNP |
HIB |
WP |
NINO3.4 |
Final forecast |
Normal
|
Prediction |
27 |
26 |
26 |
27 |
27 |
27 |
Weight |
0.68 |
0.67 |
0.62 |
0.67 |
|
|
|
Typhoons |
|
HWNP |
HIB |
WP |
NINO3.4 |
ESOI |
Final forecast |
Normal
|
Prediction |
16 |
17 |
19 |
20 |
19 |
18 |
17 |
Weight |
0.57 |
0.59 |
0.52 |
0.73 |
0.64 |
|
|
|
|
HWNP |
Index of the westward extent of the subtropical high
over the western North Pacific |
HIB |
Index of the strength of the India-Burma trough
(15o-20oN, 80o-120oE) |
WP |
Primary mode of low-frequency variability over the North Pacific |
NINO3.4 |
Sea surface temperature (SST) anomalies in the NINO3.4 region
(5oS-5oN,
170o-120oW) |
NINO4 |
Sea surface temperature (SST) anomalies in the NINO4 region
(5oS-5oN, 160oE-150oW) |
ESOI |
Equatorial Southern Oscillation Index (Equatorial
SOI)
Equatorial Eastern Pacific SLP - Indonesia SLP (standardized anomalies) |
|
|
Forecast |
Normal |
Entire western North Pacific |
All TC |
31
(normal) |
31 |
Tropical storms
and typhoons |
27
(normal) |
27 |
Typhoons |
18
(normal) |
17 |
Landfall in South China |
Early season
(May to August) |
4
(slightly above-normal) |
3 |
Late season (September to
December) |
0
(below normal) |
2 |
Whole season |
4
(slightly below-normal) |
5 |
Fig. 1.
|
Time series of the annual number of tropical storms and
typhoon. Red circle and blue squares indicate the El Niņo
and La Niņa years respectively.
The thick
horizontal line indicates the normal number of tropical storms and typhoons.
The green
triangle indicated the predicted number in 2009. |
Fig. 2.
|
Time-longitude section of 850-hPa zonal wind anomalies near the equator from
January 2008 to mid-April 2009.
(Image
provided by the NOAA/ESRL Physical Sciences Division, Boulder Colorado from
their Web site at http://www.esrl.noaa.gov/psd/) |
References
Chan, J. C. L., J. E. Shi and C. M. Lam,
1998: Seasonal forecasting of tropical cyclone activity over the western North Pacific and
the South China Sea. Weather Forecasting, 13, 997-1004.
Abstract
Chan, J. C. L., J. E. Shi and K. S. Liu, 2001:
Improvements in the seasonal forecasting of tropical cyclone activity over the western
North Pacific. Weather Forecasting, 16,
491-498. Abstract
Goh, A. Z. C., and J. C. L. Chan, 2009: Interannual and interdecadal variations
of tropical cyclone activity in the South China Sea. International Journal of
Climatology,
accepted.
Liu,
K. S. and J. C. L. Chan, 2003: Climatological
characteristics and seasonal forecasting of tropical cyclones making landfall
along the South China coast.
Monthly
Weather Review, 131,
1650-1662. Abstract
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