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An Update of U.S. Temperature Trends
Publisher: American Meteorological Society
Abstract: This note updates the temperature trend study of the contiguous 48 United States by Lund et al. for data observed during the 4-yr period 1997?2000. A parsimonious changepoint parameterization is now used, and the methods ...
Return Levels of Northern Great Plains Snow Water Equivalents
Publisher: American Meteorological Society
Abstract: This paper estimates return levels of extreme snow water equivalents (SWE) in the northern Great Plains region, containing North and South Dakota, Iowa, Minnesota, and Nebraska. The return levels are estimated from ...
A Review and Comparison of Changepoint Detection Techniques for Climate Data
Publisher: American Meteorological Society
Abstract: This review article enumerates, categorizes, and compares many of the methods that have been proposed to detect undocumented changepoints in climate data series. The methods examined include the standard normal homogeneity ...
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 ...
Good Practices and Common Pitfalls in Climate Time Series Changepoint Techniques: A Review
Publisher: American Meteorological Society