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• W1601472488 abstract "Stochastic weather generators create multiple series of synthetic daily weather (precipitation, maximum temperature, etc.), and ideally these series will have statistical properties similar to those of the input historical data. The synthetic output has many applications and for example, can be used in sectors such as agriculture and hydrology. This work used a ?hybrid? weather generator which consists of a parametric Markov chain for generating precipitation occurrence and a nonparametric k-nearest neighbor method for generating values of maximum temperature, minimum temperature, and precipitation. The hybrid weather generator was implemented and validated for use at 11 different locations in the Southeastern United States. A total of 36 graphic diagnostics were used to assess the model?s performance. These diagnostics revealed that the weather generator successfully created synthetic series with most statistical properties of the historical data including extreme wet and dry spell lengths and days of first and last freeze. Climate forecasts are typically provided for seasons or months. Alternatively, process models used for risk assessment often operate at daily time scales. If climate forecasts were incorporated into the daily weather input for process models, stakeholders could then use these models to assess possible impacts on their sector of interest due to anticipated changes in climate conditions. In this work, an ?ad hoc? resampling approach was developed to create sets of daily synthetic weather series consistent with seasonal climate forecasts in the Southeastern United States. In this approach, the output of the hybrid weather generator was resampled based on forecasts in two different formats: the commonly used tercile format and a probability distribution function. This resampling approach successfully created sets of synthetic series which reflected different forecast scenarios (i.e. wetter or drier conditions). Distributions of quarterly total precipitation from the resampled synthetic series were found to be shifted with respect to the corresponding historical distributions, and in some cases, the occurrence and intensity statistics of precipitation in the new weather series had changed with respect to the historical values." @default.
• W1601472488 created "2016-06-24" @default.
• W1601472488 creator A5027388590 @default.
• W1601472488 date "2008-01-01" @default.
• W1601472488 modified "2023-09-23" @default.
• W1601472488 title "Implementation of a Hybrid Weather Generator and Creating Sets of Synthetic Weather Series Consistent with Seasonal Climate Forecasts in the Southeastern United States" @default.
• W1601472488 cites W1217270653 @default.
• W1601472488 cites W1489950266 @default.
• W1601472488 cites W1527696636 @default.
• W1601472488 cites W1532233165 @default.
• W1601472488 cites W1540524412 @default.
• W1601472488 cites W1580095257 @default.
• W1601472488 cites W1583198367 @default.
• W1601472488 cites W1597781749 @default.
• W1601472488 cites W1963922330 @default.
• W1601472488 cites W1964295394 @default.
• W1601472488 cites W1964347115 @default.
• W1601472488 cites W1964740999 @default.
• W1601472488 cites W1969024250 @default.
• W1601472488 cites W1969298110 @default.
• W1601472488 cites W1970156874 @default.
• W1601472488 cites W1970201016 @default.
• W1601472488 cites W1970288949 @default.
• W1601472488 cites W1971222491 @default.
• W1601472488 cites W1982557282 @default.
• W1601472488 cites W1987445306 @default.
• W1601472488 cites W1993196883 @default.
• W1601472488 cites W1995127855 @default.
• W1601472488 cites W1995945562 @default.
• W1601472488 cites W1997035705 @default.
• W1601472488 cites W2002145516 @default.
• W1601472488 cites W2002415948 @default.
• W1601472488 cites W2003980482 @default.
• W1601472488 cites W2005019103 @default.
• W1601472488 cites W2006408698 @default.
• W1601472488 cites W2009678996 @default.
• W1601472488 cites W2009873221 @default.
• W1601472488 cites W2012764480 @default.
• W1601472488 cites W2014706442 @default.
• W1601472488 cites W2017083770 @default.
• W1601472488 cites W2022124128 @default.
• W1601472488 cites W2023977771 @default.
• W1601472488 cites W2024360954 @default.
• W1601472488 cites W2026156015 @default.
• W1601472488 cites W2028561957 @default.
• W1601472488 cites W2029602149 @default.
• W1601472488 cites W2030260809 @default.
• W1601472488 cites W2031634454 @default.
• W1601472488 cites W2033640784 @default.
• W1601472488 cites W2042046353 @default.
• W1601472488 cites W2042793394 @default.
• W1601472488 cites W2044716970 @default.
• W1601472488 cites W2047684491 @default.
• W1601472488 cites W2054837917 @default.
• W1601472488 cites W2055578622 @default.
• W1601472488 cites W2058329519 @default.
• W1601472488 cites W2059760405 @default.
• W1601472488 cites W2060918051 @default.
• W1601472488 cites W2063520225 @default.
• W1601472488 cites W2064440855 @default.
• W1601472488 cites W2065819625 @default.
• W1601472488 cites W2066130707 @default.
• W1601472488 cites W2068833943 @default.
• W1601472488 cites W2069195312 @default.
• W1601472488 cites W2069470175 @default.
• W1601472488 cites W2070216896 @default.
• W1601472488 cites W2073968193 @default.
• W1601472488 cites W2074168295 @default.
• W1601472488 cites W2075979407 @default.
• W1601472488 cites W2077181346 @default.
• W1601472488 cites W2081363219 @default.
• W1601472488 cites W2082411706 @default.
• W1601472488 cites W2083362077 @default.
• W1601472488 cites W2083398893 @default.
• W1601472488 cites W2084450630 @default.
• W1601472488 cites W2084749070 @default.
• W1601472488 cites W2089270189 @default.
• W1601472488 cites W2090863438 @default.
• W1601472488 cites W2091206738 @default.
• W1601472488 cites W2093141926 @default.
• W1601472488 cites W2094794852 @default.
• W1601472488 cites W2095295806 @default.
• W1601472488 cites W2096239328 @default.
• W1601472488 cites W2099019225 @default.
• W1601472488 cites W2101036997 @default.
• W1601472488 cites W2103012613 @default.
• W1601472488 cites W2103660127 @default.
• W1601472488 cites W2105477747 @default.
• W1601472488 cites W2109480392 @default.
• W1601472488 cites W2109725031 @default.
• W1601472488 cites W2112702040 @default.
• W1601472488 cites W2116718775 @default.
• W1601472488 cites W2116730005 @default.
• W1601472488 cites W2121177637 @default.
• W1601472488 cites W2124450653 @default.
• W1601472488 cites W2135443979 @default.
• W1601472488 cites W2138216662 @default.
• W1601472488 cites W2139433170 @default.
• W1601472488 cites W2142001501 @default.
• W1601472488 cites W2142525306 @default.

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