| Name : R-stUPscales
| |
| Version : 1.0.3.4
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp154.9.1
| Date : 2021-12-16 01:52:55
|
| Group : Development/Libraries/Other
| Source RPM : R-stUPscales-1.0.3.4-lp154.9.1.src.rpm
|
| Size : 0.99 MB
| |
| Packager : (none)
| |
| Summary : Spatio-Temporal Uncertainty Propagation Across Multiple Scales
|
Description :
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.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
