Predicting water quality responses to a changing climate: Building an integrated modelling framework

Fiona Dyer; S El Sawah; Evan Harrison; S Broad; Barry Croke; Richard Norris; Anthony Jakeman

Predicting water quality responses to a changing climate: Building an integrated modelling framework

Fiona Dyer, S El Sawah, Evan Harrison, S Broad, Barry Croke, Richard Norris, Anthony Jakeman

Science

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

4 Citations (Scopus)

Abstract

The future management of freshwater resources for human and environmental needs requires an integrated set of tools for predicting the relationship between climate change, water quality and ecological responses. In this paper, we present the early phases of a project for building a Bayesian network (BN) based framework to link ecological and water quality responses to features of the flow regime in the Molonglo and Yass rivers in southeastern Australia. At this stage, the objective is to conceptualize the modelling components and define causal links. Expert elicitation was used to identify important drivers and interactions which influence water quality attributes and related ecological responses.

Original language	English
Title of host publication	Symposium H04: Assessment of water quality under changing climate conditions
Editors	Norman E Peters, Valentina Krysanova, Ahti Lepiste, Rajendra Prasad, Martin Thoms, Rob Wilby, Sarantuyaa Zandaryaa
Place of Publication	Melbourne
Publisher	IAHS Publishing
Pages	178-184
Number of pages	7
Volume	348
ISBN (Print)	9781907161230
Publication status	Published - 2011
Event	2011 International Union of Geodesy and Geophysics (IUGG) General Assembly - Melbourne, Melbourne, Australia Duration: 28 Jun 2011 → 7 Jul 2011

Conference

Conference	2011 International Union of Geodesy and Geophysics (IUGG) General Assembly
Country/Territory	Australia
City	Melbourne
Period	28/06/11 → 7/07/11

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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Dyer, F., El Sawah, S., Harrison, E., Broad, S., Croke, B., Norris, R., & Jakeman, A. (2011). Predicting water quality responses to a changing climate: Building an integrated modelling framework. In N. E. Peters, V. Krysanova, A. Lepiste, R. Prasad, M. Thoms, R. Wilby, & S. Zandaryaa (Eds.), Symposium H04: Assessment of water quality under changing climate conditions (Vol. 348, pp. 178-184). IAHS Publishing.

Dyer, Fiona ; El Sawah, S ; Harrison, Evan et al. / Predicting water quality responses to a changing climate : Building an integrated modelling framework. Symposium H04: Assessment of water quality under changing climate conditions. editor / Norman E Peters ; Valentina Krysanova ; Ahti Lepiste ; Rajendra Prasad ; Martin Thoms ; Rob Wilby ; Sarantuyaa Zandaryaa. Vol. 348 Melbourne : IAHS Publishing, 2011. pp. 178-184

@inproceedings{650c91b2abfa411e88e6a7723455ea59,

title = "Predicting water quality responses to a changing climate: Building an integrated modelling framework",

abstract = "The future management of freshwater resources for human and environmental needs requires an integrated set of tools for predicting the relationship between climate change, water quality and ecological responses. In this paper, we present the early phases of a project for building a Bayesian network (BN) based framework to link ecological and water quality responses to features of the flow regime in the Molonglo and Yass rivers in southeastern Australia. At this stage, the objective is to conceptualize the modelling components and define causal links. Expert elicitation was used to identify important drivers and interactions which influence water quality attributes and related ecological responses.",

keywords = "Bayesian network models, water quality, prediction, climate change, integrated modelling",

author = "Fiona Dyer and {El Sawah}, S and Evan Harrison and S Broad and Barry Croke and Richard Norris and Anthony Jakeman",

year = "2011",

language = "English",

isbn = "9781907161230",

volume = "348",

pages = "178--184",

editor = "Peters, {Norman E} and Valentina Krysanova and Ahti Lepiste and Rajendra Prasad and Martin Thoms and Rob Wilby and Sarantuyaa Zandaryaa",

booktitle = "Symposium H04: Assessment of water quality under changing climate conditions",

publisher = "IAHS Publishing",

note = "2011 International Union of Geodesy and Geophysics (IUGG) General Assembly ; Conference date: 28-06-2011 Through 07-07-2011",

}

Dyer, F, El Sawah, S, Harrison, E, Broad, S, Croke, B, Norris, R & Jakeman, A 2011, Predicting water quality responses to a changing climate: Building an integrated modelling framework. in NE Peters, V Krysanova, A Lepiste, R Prasad, M Thoms, R Wilby & S Zandaryaa (eds), Symposium H04: Assessment of water quality under changing climate conditions. vol. 348, IAHS Publishing, Melbourne, pp. 178-184, 2011 International Union of Geodesy and Geophysics (IUGG) General Assembly, Melbourne, Victoria, Australia, 28/06/11.

Predicting water quality responses to a changing climate: Building an integrated modelling framework. / Dyer, Fiona; El Sawah, S; Harrison, Evan et al.
Symposium H04: Assessment of water quality under changing climate conditions. ed. / Norman E Peters; Valentina Krysanova; Ahti Lepiste; Rajendra Prasad; Martin Thoms; Rob Wilby; Sarantuyaa Zandaryaa. Vol. 348 Melbourne: IAHS Publishing, 2011. p. 178-184.

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

TY - GEN

T1 - Predicting water quality responses to a changing climate

T2 - 2011 International Union of Geodesy and Geophysics (IUGG) General Assembly

AU - Dyer, Fiona

AU - El Sawah, S

AU - Harrison, Evan

AU - Broad, S

AU - Croke, Barry

AU - Norris, Richard

AU - Jakeman, Anthony

PY - 2011

Y1 - 2011

N2 - The future management of freshwater resources for human and environmental needs requires an integrated set of tools for predicting the relationship between climate change, water quality and ecological responses. In this paper, we present the early phases of a project for building a Bayesian network (BN) based framework to link ecological and water quality responses to features of the flow regime in the Molonglo and Yass rivers in southeastern Australia. At this stage, the objective is to conceptualize the modelling components and define causal links. Expert elicitation was used to identify important drivers and interactions which influence water quality attributes and related ecological responses.

AB - The future management of freshwater resources for human and environmental needs requires an integrated set of tools for predicting the relationship between climate change, water quality and ecological responses. In this paper, we present the early phases of a project for building a Bayesian network (BN) based framework to link ecological and water quality responses to features of the flow regime in the Molonglo and Yass rivers in southeastern Australia. At this stage, the objective is to conceptualize the modelling components and define causal links. Expert elicitation was used to identify important drivers and interactions which influence water quality attributes and related ecological responses.

KW - Bayesian network models

KW - water quality

KW - prediction

KW - climate change

KW - integrated modelling

M3 - Conference contribution

SN - 9781907161230

VL - 348

SP - 178

EP - 184

BT - Symposium H04: Assessment of water quality under changing climate conditions

A2 - Peters, Norman E

A2 - Krysanova, Valentina

A2 - Lepiste, Ahti

A2 - Prasad, Rajendra

A2 - Thoms, Martin

A2 - Wilby, Rob

A2 - Zandaryaa, Sarantuyaa

PB - IAHS Publishing

CY - Melbourne

Y2 - 28 June 2011 through 7 July 2011

ER -

Dyer F, El Sawah S, Harrison E, Broad S, Croke B, Norris R et al. Predicting water quality responses to a changing climate: Building an integrated modelling framework. In Peters NE, Krysanova V, Lepiste A, Prasad R, Thoms M, Wilby R, Zandaryaa S, editors, Symposium H04: Assessment of water quality under changing climate conditions. Vol. 348. Melbourne: IAHS Publishing. 2011. p. 178-184

Predicting water quality responses to a changing climate: Building an integrated modelling framework

Abstract

Conference

UN SDGs

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