STANDARDIZED PRECIPITATION INDEX;
NORTH-ATLANTIC OSCILLATION;
PRINCIPAL COMPONENT ANALYSIS;
DIFFERENT TIME SCALES;
UNITED-STATES;
ATMOSPHERIC CIRCULATION;
CLASS TRANSITIONS;
CLUSTER-ANALYSIS;
STREAMFLOW VARIABILITY;
MEDITERRANEAN AREA;
D O I:
10.1029/2009WR008071
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
An analysis of droughts in mainland Portugal based on monthly precipitation data, from September 1910 to October 2004, in 144 rain gages distributed uniformly over the country is presented. The drought events were characterized by means of the Standardized Precipitation Index (SPI) applied to different time scales (1, 6, and 12 consecutive months and 6 months from April to September and 12 months from October to September). To assess spatial and temporal patterns of droughts, a principal component analysis (PCA) and K-means clustering (KMC) were applied to the SPI series. In this way, three different and spatially well-defined regions with different temporal evolution of droughts were identified (north, central, and south regions of Portugal). A spectral analysis of the SPI patterns obtained with principal component analysis and clusters analysis, using the fast Fourier transform algorithm (FFT), showed that there is a manifest 3.6-year cycle in the SPI pattern in the south of Portugal and evident 2.4-year and 13.4-year cycles in the north of Portugal. The observation of the drought periods supports the occurrence of more frequent cycles of dry events in the south (droughts from moderate to extreme approximately every 3.6 years) than in the north (droughts from severe to extreme approximately every 13.4 years). These results suggest a much stronger immediate influence of the NAO in the south than in the north of Portugal, although these relations remain a challenging task.
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Parfrey, L. W.
Knight, R.
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机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
机构:
Inst Politecn Beja, Dpto Engn, ESTIG, P-7800295 R Pedro Soares, Beja, PortugalInst Politecn Beja, Dpto Engn, ESTIG, P-7800295 R Pedro Soares, Beja, Portugal
Santos, Joao Filipe
Portela, Maria Manuela
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机构:
Inst Super Tecn Lisboa, Dpto Engn Civil, SHRH, P-1049001 Lisbon, PortugalInst Politecn Beja, Dpto Engn, ESTIG, P-7800295 R Pedro Soares, Beja, Portugal
Portela, Maria Manuela
Pulido-Calvo, Inmaculada
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机构:
Univ Huelva, Dpto Ciencias Agroforestales, Escuela Tecn Super Ingn, Palos De La Frontera 21819, Huelva, SpainInst Politecn Beja, Dpto Engn, ESTIG, P-7800295 R Pedro Soares, Beja, Portugal