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Changepoint Detection in Climate Time Series with Long-Term Trends
Publisher: American Meteorological Society
Abstract: limate time series often have artificial shifts induced by instrumentation changes, station relocations, observer changes, etc. Climate time series also often exhibit long-term trends. Much of the recent literature has ...
Changepoint Detection in Periodic and Autocorrelated Time Series
Publisher: American Meteorological Society
Abstract: Undocumented changepoints (inhomogeneities) are ubiquitous features of climatic time series. Level shifts in time series caused by changepoints confound many inference problems and are very important data features. Tests ...