Description Usage Arguments Value Author(s) See Also

View source: R/generateTemperatureTimeseries.R

Returns time series of Daily Maximum and Minimum with a random multi-realization obtained by using `newVARmultieventRealization`

. This function is called by `ComprehensiveTemperatureGenerator`

.

1 2 3 4 |

`std_tn` |
vector containing standard deviation of daily minimum temperature anomalies. |

`std_tx` |
vector containing standard deviation of daily maximum temperature anomalies. |

`SplineTx` |
matrix containing the averaged daily maximum temperature obtained by a spline interpolation of monthly means . |

`SplineTn` |
matrix containing the averaged daily minimum temperature obtained by a spline interpolation of monthly means . |

`SplineTm` |
matrix containing the averaged daily "mean" temperature obtained by a spline interpolation of monthly means . |

`SplineDeltaT` |
matrix containing the rescaled averaged daily temperature range obtained by a spline interpolation of monthly means. |

`std_tm` |
vector containing standard deviation of daily "mean" temperature anomalies. |

`var` |
A VAR model represented by a |

`exogen` |
see |

`normalize` |
logical variable If |

`type` |
see |

`sample, origin_x, origin_data, extremes` |
see |

`option` |
integer value. If 1, the generator works with minimum and maximum temperature, if 2 (Default) it works with th average value between maximum and minimum temparature and the respective daily Thermal Range. |

`original_data` |
matrix containing the measured standardized temperature anomalies |

`noise` |
stochastic noise to add for variabile generation. Default is |

This function returns a list of the following variables:

`res_multigen`

matrix containing standardized values of daily maximum and minimum temperature anomalies

`Tx_spline`

matrix containing climatic "spline-interpolated" daily maximum temperature

`Tn_spine`

matrix containing climatic "spline-interpolated" daily minimum temperature

`Tx_gen`

matrix containing generated daily maximum daily temperature (*Tx_{gen}*)

`Tn_gen`

matrix containing generated daily minimum daily temperature (*Tn_{gen}*)

`Tm_gen`

matrix containing generated "mean" daily temperature defined as *\frac{Tx_{gen}+Tn_{gen}}{2}*

`DeltaT_gen`

matrix containing generated daily thermal range defined as *Tx_{gen}-Tn_{gen}*

See the R code for further details

Emanuele Cordano, Emanuele Eccel

`newVARmultieventRealization`

,`normalizeGaussian_severalstations`

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