Lux_precipitation

event.subset.xts

A 10-hour sample event for precipitation time series measured in 25 rain gauge stations
distributed over the territory of the Grand-Duchy of Luxembourg.

datasets

Integrated environmental modelling requires coupling sub-models at
different spatial and temporal scales, thus accounting for change of support
procedures (aggregation and disaggregation). We contribute to state-of-the-art
open source tools that support uncertainty propagation analysis in temporal and
spatio-temporal domains. We implement the tool for uncertainty propagation in
environmental modelling, with examples in the urban water domain.
The functionalities of the class setup and the methods and functions MC.setup,
MC.sim, MC.analysis, MC.analysis_generic and Agg.t are contained, which are used for setting up,
running and analysing Monte Carlo uncertainty propagation simulations, and for
spatio-temporal aggregation. We also implement functionalities to model and predict
variables that vary in space and time. stUPscales takes uncertainty characterisation
and propagation a step further by including temporal and spatio-temporal auto- and
cross-correlation, resulting in more realistic (spatio-)temporal series of environmental
variables. Due to its modularity, the package allows the implementation of additional
methods and functions for spatio-temporal disaggregation of model inputs and outputs,
when linking models across multiple space-time scales.

J A TorresMatallana

stUPscales

Spatio-Temporal Uncertainty Propagation Across Multiple Scales

Lux_precipitation function

The format is: 
An 'xts' object on 2011-12-16/2011-12-16 10:00:00 containing: 
 Data: num [1:61, 1:25] 0 0 0 0 0.1 0.1 0.1 0.1 0.1 0.2 ... 
 - attr(*, "dimnames")=List of 2 
 ..$ : NULL 
 ..$ : chr [1:25] "Dahl" "Echternach" "Esch-Sure" "Eschdorf" ... 
 Indexed by objects of class: [POSIXct,POSIXt] TZ: 
 xts Attributes: 
 NULL

Format

Sample precipitation time series in the Grand-Duchy of Luxembourg — Lux_precipitation

The format is: 
An 'xts' object on 2011-12-16/2011-12-16 10:00:00 containing: 
 Data: num [1:61, 1:25] 0 0 0 0 0.1 0.1 0.1 0.1 0.1 0.2 ... 
 - attr(*, "dimnames")=List of 2 
 ..$ : NULL 
 ..$ : chr [1:25] "Dahl" "Echternach" "Esch-Sure" "Eschdorf" ... 
 Indexed by objects of class: [POSIXct,POSIXt] TZ: 
 xts Attributes: 
 NULL

Lux_precipitation: Sample precipitation time series in the Grand-Duchy of Luxembourg

Description

Usage

Arguments

Format

Examples