Tables


Table 1 : Various predictive groups utilized in Gray et al.'s (1992a, 1993, 1994) 1 December, 1 June, and 1 August forecasts of Atlantic seasonal tropical activity.



1 December 1 June 1 August
QBO (3) QBO (3) QBO (3)
African rainfall (2) African rainfall (2) African rainfall (2)
Current ENSO conditions (4) Current ENSO conditions (2)
Caribbean pressures and 200mb winds (2) Caribbean pressures and 200mb winds (2)
African temperature and pressure gradients (2)

The numbers in parenthesis indicate the amount of predictors used in each group.



Table 2: Real-time Gray et al. forecasts and results for the Atlantic tropical cyclone season during the years 1984-1996.



Year Early December
Forecast
Early June
Forecast
Early August
Forecast
Observed
Named Storms 1950 to 1990 Mean = 9.3
1984 - 10 10 12
1985 - 11 10 11
1986 - 8 7 6
1987 - 8 7 7
1988 - 11 11 12
1989 - 7 9 11
1990 - 11 11 14
1991 - 8 7 8
1992 8 8 8 6
1993 11 11 10 8
1994 10 9 7 7
1995 12 12 16 19
1996 8 10 11 13
r +.038 +.270 ** +.558 *** Persistence: +.023
Hurricanes 1950 to 1990 Mean = 5.8
1984 - 7 7 5
1985 - 8 7 7
1986 - 4 4 4
1987 - 5 4 3
1988 - 7 7 5
1989 - 4 4 7
1990 - 7 6 8
1991 - 4 3 4
1992 4 4 4 4
1993 6 7 6 4
1994 6 5 4 3
1995 8 8 9 11
1996 5 6 7 9
r +.189 +.251 * +.403 ** Persistence: +.150
Intense Hurricanes 1950 to 1990 Mean = 2.3
1990 - 3 2 1
1991 - 1 0 2
1992 1 1 1 1
1993 3 2 2 1
1994 2 1 1 0
1995 3 3 3 5
1996 2 2 3 6
r +.107 +.115 +.239 * Persistence: +.255
Hurricane Days 1950 to 1990 Mean = 23.7
1984 - 30 30 18
1985 - 35 30 21
1986 - 15 10 11
1987 - 20 15 5
1988 - 30 30 21
1989 - 15 15 32
1990 - 30 25 27
1991 - 15 8 8
1992 15 15 15 16
1993 25 25 25 10
1994 25 15 12 7
1995 35 35 30 60
1996 20 20 25 45
r +.129 +.139+.247 ** Persistence: +.175

Predictions and verifications that were for significantly above the climatological average (11-19 for named storms, 7-12 for hurricanes, 4-7 for intense hurricanes and 31-60 for hurricane days) are indicated by underlined numbers. Those which were below average (4-7 named storms, 2-4 hurricanes, 0-1 intense hurricanes and 4-17 hurricane days) are noted by boldfaced numbers. Skill of the forecasts and of predictions of year-to-year persistence is assessed by r, the agreement coefficient (Gray et al. 1992). Significance is for the r values is given by: ``-" not significant, "*" significant at the 0.10 level, "**" significant at the 0.05 level, and "***" significant at the 0.01 level.



Table 3: Prediction of the annual number of occurrences of westward tropical cyclones in the region bounded by 7.5°N,117.5°E and 17.5°N, 142.5°E (i.e. the area surrounding and just to the east of the Philippines) using 850 mb zonal winds in January and March. The "predicted" values are obtained via a cross-validated regression. The error of prediction is in parentheses. RMS error = root-mean-square error (from Chan 1994).



Year Observed Predicted
1975 15 18(+3)
1976 20 22(+2)
1977 21 24(+3)
1978 31 25(-6)
1979 32 33(+1)
1980 32 25(-7)
1981 36 32(-4)
1982 34 29(-5)
1983 24 27(+3)
1984 21 32(+11)
1985 25 30(+5)
1986 35 31(-4)
1987 39 40(+1)
1988 33 38(+5)
Mean 28
Standard Deviation 7.3
RMS Error 5.1