Research output: Contribution to Journal/Magazine › Journal article › peer-review
Research output: Contribution to Journal/Magazine › Journal article › peer-review
}
TY - JOUR
T1 - Recent advances in data-based modelling and analysis of hydrological systems.
AU - Young, Peter C.
AU - Jakeman, Anthony J.
AU - Post, David A.
PY - 1997
Y1 - 1997
N2 - Hydrological systems present several difficulties for modellers. A data-based approach utilizing objective statistical analysis of output and/or input-output time series behaviour has much to offer, both for understanding of the response dynamics of systems and future hypothesis formulation for improved model structure, as well as good predictive capacity. In this paper, the essential elements and tools of a data-based approach, using an Unobserved Components (UC) model, are presented and illustrated with two examples.
AB - Hydrological systems present several difficulties for modellers. A data-based approach utilizing objective statistical analysis of output and/or input-output time series behaviour has much to offer, both for understanding of the response dynamics of systems and future hypothesis formulation for improved model structure, as well as good predictive capacity. In this paper, the essential elements and tools of a data-based approach, using an Unobserved Components (UC) model, are presented and illustrated with two examples.
KW - Hydrological systems
KW - unobserved components (UC)
KW - econometrics
KW - signal extraction
KW - dynamic harmonic
KW - regression (DHR)
U2 - 10.1016/S0273-1223(97)00465-4
DO - 10.1016/S0273-1223(97)00465-4
M3 - Journal article
VL - 36
SP - 99
EP - 116
JO - Water Science and Technology
JF - Water Science and Technology
SN - 0273-1223
IS - 5
ER -