Advances in real–time flood forecasting

PC Young - … Transactions of the Royal Society of London …, 2002 - royalsocietypublishing.org
This paper discusses the modelling of rainfall–flow (rainfall–run–off) and flow–routeing
processes in river systems within the context of real–time flood forecasting. It is argued that …

A manifesto for the equifinality thesis

K Beven - Journal of hydrology, 2006 - Elsevier
This essay discusses some of the issues involved in the identification and predictions of
hydrological models given some calibration data. The reasons for the incompleteness of …

[图书][B] Recursive estimation and time-series analysis: An introduction for the student and practitioner

PC Young - 2011 - books.google.com
This is a revised version of the 1984 book of the same name but considerably modified and
enlarged to accommodate the developments in recursive estimation and time series …

Dynamic harmonic regression

PC Young, DJ Pedregal, W Tych - Journal of forecasting, 1999 - Wiley Online Library
This paper describes in detail a flexible approach to nonstationary time series analysis
based on a Dynamic Harmonic Regression (DHR) model of the Unobserved Components …

Prediction error identification of linear systems: a nonparametric Gaussian regression approach

G Pillonetto, A Chiuso, G De Nicolao - Automatica, 2011 - Elsevier
A novel Bayesian paradigm for the identification of output error models has recently been
proposed in which, in place of postulating finite-dimensional models of the system transfer …

Data‐based mechanistic modelling and the rainfall‐flow non‐linearity

PC Young, KJ Beven - Environmetrics, 1994 - Wiley Online Library
Although rainfall‐flow processes have received much attention in the hydrological literature,
the nature of the non‐linear processes involved in the relationship between rainfall and river …

Simplicity out of complexity in environmental modelling: Occam's razor revisited

P Young, S Parkinson, M Lees - Journal of applied statistics, 1996 - Taylor & Francis
While large models based on a deterministic-reductionist philosophy have an important part
to play in environmental research, it is advantageous to consider alternative modelling …

A general framework for dynamic emulation modelling in environmental problems

A Castelletti, S Galelli, M Ratto, R Soncini-Sessa… - … Modelling & Software, 2012 - Elsevier
Emulation modelling is an effective way of overcoming the large computational burden
associated with the process-based models traditionally adopted by the environmental …

Top‐down and data‐based mechanistic modelling of rainfall–flow dynamics at the catchment scale

P Young - Hydrological processes, 2003 - Wiley Online Library
The data‐based mechanistic (DBM) approach to modelling has developed as a
stochastic,'top‐down'response to the problems associated with the deterministic,'bottom …

The data-based mechanistic approach to the modelling, forecasting and control of environmental systems

PC Young - Annual Reviews in Control, 2006 - Elsevier
The paper presents a unified approach to the modelling, forecasting and control of natural
and man-made environmental systems. The modelling approach exploits the author's Data …