Inferring change points and nonlinear trends in multivariate time series: Application to West African monsoon onset timings estimation

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Gazeaux , Julien; Flaounas , Emmanouil; Naveau , Philippe; Hannart , Alexis;
(2011)
  • Publisher: American Geophysical Union
  • Journal: JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES,volume 116,issue D5 (issn: 2169-897X)
  • Related identifiers: doi: 10.1029/2010JD014723
  • Subject: [SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology | Rainfall | Climate data | Regression | [SDE.MCG]Environmental Sciences/Global Changes | [ SDU.STU.CL ] Sciences of the Universe [physics]/Earth Sciences/Climatology | variability | [ SDE.MCG ] Environmental Sciences/Global Changes

International audience; Time series in statistical climatology are classically represented by additive models. For example, a seasonal part and a linear trend are often included as components of the sum. Less frequently, hidden elements (e.g., to represent the impact of... View more
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