Package: ldsr 0.0.3

Hung Nguyen

ldsr: Linear Dynamical System Reconstruction

Streamflow (and climate) reconstruction using Linear Dynamical Systems. The advantage of this method is the additional state trajectory which can reveal more information about the catchment or climate system. For details of the method please refer to Nguyen and Galelli (2018) <doi:10.1002/2017WR022114>.

Authors:Hung Nguyen [aut, cre], Stefano Galelli [ctb]

ldsr_0.0.3.tar.gz
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ldsr.pdf |ldsr.html
ldsr/json (API)

# Install 'ldsr' in R:
install.packages('ldsr', repos = c('https://critical-infrastructure-systems-lab.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/ntthung/ldsr/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:
  • NPannual - Annual streamflow at Nakhon Phanom
  • NPpc - Selected principal components
  • theta - LDS parameters

On CRAN:

expectation-maximization-algorithmhydrologykalman-smootherlinear-dynamical-systemspaleoclimate

4.77 score 7 stars 17 scripts 208 downloads 19 exports 27 dependencies

Last updated 4 years agofrom:593eeb790c. Checks:OK: 1 NOTE: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 11 2024
R-4.5-win-x86_64NOTENov 11 2024
R-4.5-linux-x86_64NOTENov 11 2024
R-4.4-win-x86_64NOTENov 11 2024
R-4.4-mac-x86_64NOTENov 11 2024
R-4.4-mac-aarch64NOTENov 11 2024
R-4.3-win-x86_64NOTENov 11 2024
R-4.3-mac-x86_64NOTENov 11 2024
R-4.3-mac-aarch64NOTENov 11 2024

Exports:calculate_metricscvLDScvPCRinv_boxcoxKGELDS_EM_restartLDS_reconstructionLDS_repmake_initmake_Zmetrics_with_transformnRMSENSEone_lds_cvone_LDS_repone_pcr_cvPCR_ensemble_selectionPCR_reconstructionRE

Dependencies:bootclicodetoolsdata.tabledigestdplRforeachglueiteratorslatticelifecyclemagrittrMASSMatrixmatrixStatspngR.methodsS3R.ooR.utilsRcppRcppArmadillorlangsignalstringistringrvctrsXML

Streamflow Reconstruction with Linear Dynamical Systems

Rendered fromldsr.Rmdusingknitr::rmarkdownon Nov 11 2024.

Last update: 2020-04-20
Started: 2018-11-14

Readme and manuals