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We then checked for a correlation between the residual components of rainfall and cholera data.
By further extracting a long-term trend and relating this to cases, the effects of several components of rainfall become apparent, something which would perhaps be lost without decomposition.
By looking at the SSA-derived components of rainfall against the IMF signatures of BU, it is possible to identify the exact rainfall components which are driving these spikes.
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XLSTAT computer software program was employed to analyze the trend analysis and to consider the seasonal component of rainfall at the same time.
In the present study, Singular Spectrum Analysis (SSA) is utilized to forecast the daily rainfall time series pertaining to Koyna watershed in Maharashtra, India, for 365 days after extracting various components of the rainfall time series such as trend, periodic component, noise and cyclic component.
To identify correlations between seasonal components of the rainfall time series extracted via SSA, SST and seasonal changes in BU cases represented by the extracted IMF signals, cross-correlation functions were used.
To explore relationships between seasonal components of the rainfall time series and any corresponding seasonal changes in BU, repeating intra- and inter-annual patterns in BU incidence were extracted using EMD.
Daily rainfall data from a grid of 10 km by 10 km cells centered on Minneapolis, MN are used to explore the spatial component of extreme rainfall frequencies.
Cross-correlations between residual components of cholera and rainfall time series showed a significant positive relationship in Uvira after a latency of 2 5 weeks and in the Upper Congo River Basin after no latency.
Subsurface stormflow is an important component of the rainfall-runoff response, especially in steep forested regions.
The model has two components: Copula-based joint simulation of rainfall characteristics and rainfall temporal pattern simulation.
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