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Uncertainty in Ranking the Hottest Years of U.S. Surface Temperatures
Publisher: American Meteorological Society
Abstract: anking years based on statistical estimates of regional and temporal averages is subject to uncertainty. This uncertainty can in fact be quite substantial and can be described by the rank distribution of an ensemble of ...
Incorporating Spatial Dependence and Atmospheric Data in a Model of Precipitation
Publisher: American Meteorological Society
Abstract: Nonhomogeneous hidden Markov models (NHMM) provide a method of relating synoptic atmospheric measurements to precipitation occurrence at a network of rain gauge stations. In previous work it was assumed that, conditional ...
A Markov Chain Model of Tornadic Activity
Publisher: American Meteorological Society
Abstract: Tornadic activity in four U.S. regions is stochastically modeled based on data on tornado counts over the years 1953?98. It is shown that tornadic activity on a given day is mostly affected by the activity on the previous ...
Bias Correction and Bayesian Model Averaging for Ensemble Forecasts of Surface Wind Direction
Publisher: American Meteorological Society
Abstract: Wind direction is an angular variable, as opposed to weather quantities such as temperature, quantitative precipitation, or wind speed, which are linear variables. Consequently, traditional model output statistics and ...
Assessing the Uncertainty in Projecting Local Mean Sea Level from Global Temperature
Publisher: American Meteorological Society
Abstract: he process of moving from an ensemble of global climate model temperature projections to local sea level projections requires several steps. Sea level was estimated in Olympia, Washington (a city that is very concerned ...
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