Impulse response functions for nonlinear nonstationary and heterogeneous systems

DOI

The R script IRFnnhs.R, which efficiently estimates impulse response functions for environmental systems that are nonlinear, nonstationary, or heterogeneous, based on their input and output time series.

Scripts and results for a series of benchmark tests are also provided, to accompany Kirchner, J.W., Impulse response functions for heterogeneous, nonstationary, and nonlinear systems, estimated by deconvolution and demixing of noisy time series, Sensors, 22(9), 3291, https://doi.org/10.3390/s22093291, 2022.

Identifier
DOI https://doi.org/10.16904/envidat.312
Metadata Access https://www.envidat.ch/api/action/package_show?id=c093641a-874e-4f8e-a04d-62a07d3855e1
Provenance
Creator James W., Kirchner, 0000-0001-6577-3619
Publisher EnviDat
Publication Year 2022
Funding Reference ETH Zurich,
Rights cc-by-sa; Creative Commons Attribution Share-Alike (CC-BY-SA)
OpenAccess true
Contact envidat(at)wsl.ch
Representation
Language English
Resource Type Software
Version 1.2
Discipline Environmental Sciences
Spatial Coverage (5.956W, 45.818S, 10.492E, 47.808N); Switzerland