Predicting water quality at the catchment scale: learning from two decades of monitoring

A predictive model for spatio-temporal variability in stream water quality

Danlu Guo, Anna Lintern, J Angus Webb, Dongryeol Ryu, Ulrike Bende-Michl, Shuci Liu, Andrew William Western

<jats:p>Abstract. Degraded water quality in rivers and streams can have large economic, societal and ecological impacts. Stream wa..

Supplementary material to &quot;A predictive model for spatio-temporal variability in stream water quality&quot;

Danlu Guo, Anna Lintern, J Angus Webb, Dongryeol Ryu, Ulrike Bende-Michl, Shuci Liu, Andrew William Western

A Bayesian approach to understanding the key factors influencing temporal variability in stream water quality - a case study in the Great Barrier Reef catchments

Shuci Liu, Dongryeol Ryu, J Angus Webb, Anna Lintern, Danlu Guo, David Waters, Andrew W Western

2021-05-20

Stream water quality is highly variable both across space and time. Water quality monitoring programmes have collected a large amo..

A multi-model approach to assessing the impacts of catchment characteristics on spatial water quality in the Great Barrier Reef catchments.

Shuci Liu, Dongryeol Ryu, J Angus Webb, Anna Lintern, Danlu Guo, David Waters, Andrew W Western

2021-05-10

Water quality monitoring programs often collect large amounts of data with limited attention given to the assessment of the domina..

Predicting quantiles of water quality from catchment characteristics

Dhananjay Singh, Danlu Guo, Shuci Liu, Andrew W Western

2020-12-10

Water quality is often highly variable both in space and time, which poses challenges for modelling the more extreme concentration..

A bayesian hierarchical model to predict spatio-temporal variability in river water quality at 102 catchments

Danlu Guo, Anna Lintern, Angus Webb, Dongryeol Ryu, Ulrike Bende-Michl, Shuci Liu, Andrew Western

2020-01-01

Our current capacity to model stream water quality is limited particularly at large spatial scales across multiple catchments. To ..

Future Water: Comparing and contrasting approaches to predicting water quality

D Guo, A Lintern, V Prodanovic, M Kuller, PM Bach, A Deletic, B Shi, D McCarthy, D Ryu, JA Webb, S Liu, AW Western

2019-12-01

Globally, surface water quality deterioration is an important issue exacerbated by increasing urbanisation, intensified agricultur..

Key Factors Affecting Temporal Variability in Stream Water Quality

D Guo, A Lintern, JA Webb, D Ryu, S Liu, U Bende-Michl, P Leahy, P Wilson, AW Western

2019-01-01

Understanding the factors that influence temporal variability in water quality is critical for designing water quality management ..

Understanding the spatial variability in catchment dynamics: a case study of 107 stream catchments in Victoria

A Lintern, J Webb, null ryu, S liu, U Bende-Michl, M Watson, D Waters, P Leahy, P Wilson, A Western

2018-12-03

Rivers and streams around the world are being affected by declining water quality. When designing remediation strategies, we must ..

Characterisation of spatial variability in water quality in the Great Barrier Reef catchments using multivariate statistical analysis

S Liu, D Ryu, JA Webb, A Lintern, D Waters, D Guo, AW Western

2018-12-01

Water quality monitoring is important to assess changes in inland and coastal water quality. The focus of this study was to improv..

What Are the Key Catchment Characteristics Affecting Spatial Differences in Riverine Water Quality?

A Lintern, JA Webb, D Ryu, S Liu, D Waters, P Leahy, U Bende-Michl, AW Western

2018-10-01

This study uses water-quality data collected over 20 years, from 102 predominantly rural sites across Victoria, Australia, to furt..

A web-based interface to visualize and model spatio-temporal variability of stream water quality

Danlu Guo, anna Lintern, James Webb, dongryeol Ryu, shuci Liu, Ulrike Bende-Michl, Paul Leahy, David Waters, Malcolm Watson, Paul Wilson, Andrew Western

2018-01-01

Understanding the spatio-temporal variability in stream water quality is critical for designing effective water quality management..

Integrated modelling of spatio-temporal variability in stream water quality across victorian catchments

D Guo, A Lintern, JA Webb, D Ryu, S Liu, AW Western

2018-01-01

Degraded water quality in rivers and streams can have large economical, societal and ecological impacts. Stream water quality can ..

Key factors influencing differences in stream water quality across space

A Lintern, JA Webb, D Ryu, S Liu, U Bende-Michl, D Waters, P Leahy, P Wilson, AW Western

2018-01-01

The value of water in storage: Implications for operational policies

AW Western, N Taylor, J Langford, M Azmi

2018-01-01

With desalination plants becoming an increasingly common feature of water supply systems for major cities, the options for managin..

Modelling the impact of land use and catchment characteristics on stream water quality using a Bayesian hierarchical modelling approach in the Great Barrier Reef catchments

S Liu, D Ryu, A Western, JA Webb, A Lintern, D Waters, B Thomson

2017-01-01

The near-shore ocean ecosystem is influenced by catchment runoff. The Great Barrier Reef has been experiencing significant water q..

Using a data-driven approach to understand the interaction between catchment characteristics and water quality responses

A Lintern, JA Webb, D Ryu, S Liu, U Bende-Michl, P Leahy, P Wilson, A Western

2016-01-01