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利用EOF和SVD对气象数据进行分析

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    标    签:EOFSVD

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    完整的EOF实例分析

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    Anti-cyclonic flow I008 I008 I016 I020 I008 I008 I012 Zonal flow I004 I016 I008 I012 I020 Meridional flow I016 I020 I004 I012 I008 First EOF using orthogonal input patterns Second EOF using orthogonal input patterns Third EOF using orthogonal input patterns First rotated EOF using orthogonal input patterns Second rotated EOF using orthogonal input patterns Third rotated EOF using orthogonal input patterns 0 5 10 -0.1 15 20 25 30 35 40 45 50S 70W 60 E1(SST) 30% 0.6 0.7 0.8 0.7 0.5 0.6 0.1 0.2 0.3 0.2 0.4 50 40 30 20 10 0 10 20E E2(SST) 11% 0 5 0.2 10 0.1 15 0.2 0.3 0.4 20 25 30 -0.4 35 -0.6 -0.5 40 -0.2 45 50S 70W 60 50 40 30 20 10 0 10 20E E3(SST) 6% 0 5 -0.3 10 -0.2 15 -0.1 20 0.2 25 0.1 0.3 0.2 0.4 30 35 0.2 40 -0.2 -0.3 45 0.1 50S 70W 60 50 40 30 20 10 0 10 20E e1(SST) normalized units 2 1 0 -1 -2 -3 1950 1955 1960 1965 1970 1975 1980 1985 1990 1995 e2(SST) normalized units 2 1 0 -1 -2 -3 1950 1955 1960 1965 1970 1975 1980 1985 1990 1995 e3(SST) normalized units 2 1 0 -1 -2 -3 1950 1955 1960 1965 1970 1975 1980 1985 1990 1995 0 10S 20S 30S 40S 50S 70W 0 10S S1(SST) -0.5 -0.2 -0.6 -0.7 -0.8 0.2 0.1 0.2 -0.1 -0.1 60W 50W 40W 30W 20W 10W 0 10E 20E S1(SLP) 0.4 0.5 0.5 0.6 20S 0.4 0.7 30S 0.3 40S 0.2 0.6 0.4 50S 70W 60W 50W 40W 30W 20W 10W 0 10E 20E s1(SST) and s1(SLP) r = 0.46 normalized units 2 1 0 -1 -2 -3 1950 1955 1960 1965 1970 1975 1980 1985 1990 1995 time 0 10S 20S 30S 40S 50S 70W 0 10S S2(SST) -0.7 -0.4 -0.4 -0.3 -0.2 -0.4 -0.3 -0.2 -0.6 -0.5 -0.3 60W 50W 40W 30W 20W 10W 0 S2(SLP) -0.5 10E 20E -0.2 -0.1 -0.2 20S -0.3 30S 40S 50S 70W 60W -0.5 -0.4 -0.7 -0.6 -0.8 50W 40W 30W -0.2 20W 10W s2(SST) and s2(SLP) r = 0.30 -0.1 0 10E 20E normalized units 2 1 0 -1 -2 -3 1950 1955 1960 1965 1970 1975 1980 1985 1990 1995 time S3(SST) 0 0.2 0.3 0.1 10S 20S 30S 40S 50S 70W 0 0.2 60W 0.3 50W 0.4 0.5 40W 0.6 0.5 30W 20W S3(SLP) 10W 0.6 0 10E 20E 0.5 10S 0.4 0.5 0.3 20S 0.2 30S 40S -0.3 -0.4 -0.2 -0.4 -0.3 0.3 0.4 -0.2 50S 70W 60W 50W 40W 30W 20W 10W 0 10E 20E s3(SST) and s3(SLP) r = 0.41 2 1 0 -1 -2 -3 1950 1955 1960 1965 1970 1975 1980 1985 1990 1995 time normalized units

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