Detecting changes in sediment sources in drought periods: The Latrobe River case study

The transfer of sediments through the landscape (sediment connectivity) depends on hydrological conditions. This study aimed at assessing changes in sediment sources engendered under extreme drought. A sediment budget model that considered hillslope sediment connectivity was applied to the Latrobe River catchment (South-east Australia) in a relatively normal period (1990-1996) followed by part of the 'Millennium Drought' (1997-2005). Bayesian inference was applied to optimize monthly streamflow and calibrate sediment parameters against mean annual specific sediment yields at ten monitoring stations. In 1990-1996, assessed sediment yield at the outlet was 68źkt/y; 60% of sediments originated from net hillslope erosion and 40% from streambank erosion. In 1997-2005, sediment yield decreased to 13źkt/y, 27% from net hillslope erosion against 65% from streambank erosion. During the drought, both hillslope gross erosion and hillslope sediment connectivity decreased dramatically. Streambank protection is of the utmost importance under all hydrologic conditions and especially during drought periods. We explored shifts on sediment connectivity during drought with a conceptual model.Bayesian inference was used for independent calibration of two hydrological periods.Model results indicated that net hillslope erosion declined during drought.During the Millennium Drought, streambank erosion was the major sediment source.Streambank protection is of the utmost importance especially in drought periods.

[1]  B. Timbal,et al.  The Millennium Drought in southeast Australia (2001–2009): Natural and human causes and implications for water resources, ecosystems, economy, and society , 2013 .

[2]  Dino Torri,et al.  Prolegomena to sediment and flow connectivity in the landscape: A GIS and field numerical assessment , 2008 .

[3]  R. Rickson,et al.  Can control of soil erosion mitigate water pollution by sediments? , 2014, The Science of the total environment.

[4]  A. Roberts,et al.  Assessing nitrogen fluxes from dairy farms using a modelling approach: A case study in the Moe River catchment, Victoria, Australia , 2016 .

[5]  Karl Segl,et al.  Assessment of sediment connectivity from vegetation cover and topography using remotely sensed data in a dryland catchment in the Spanish Pyrenees , 2014, Journal of Soils and Sediments.

[6]  A. N. Strahler Quantitative analysis of watershed geomorphology , 1957 .

[7]  A. Brooks,et al.  Subsoil erosion dominates the supply of fine sediment to rivers draining into Princess Charlotte Bay, Australia. , 2013, Journal of environmental radioactivity.

[8]  John O. Carter,et al.  Using spatial interpolation to construct a comprehensive archive of Australian climate data , 2001, Environ. Model. Softw..

[9]  Paul Rustomji,et al.  Analysis of gully dimensions and sediment texture from southeast Australia for catchment sediment budgeting , 2006 .

[10]  Karline Soetaert,et al.  Inverse Modelling, Sensitivity and Monte Carlo Analysis in R Using Package FME , 2010 .

[11]  J. N. Callow,et al.  The effect of farm dams and constructed banks on hydrologic connectivity and runoff estimation in agricultural landscapes , 2009, Environ. Model. Softw..

[12]  John Wainwright,et al.  Sediment connectivity: a framework for understanding sediment transfer at multiple scales , 2015 .

[13]  C. Birkel,et al.  Storage dynamics in hydropedological units control hillslope connectivity, runoff generation, and the evolution of catchment transit time distributions , 2014, Water resources research.

[14]  M. Heberger Australia’s Millennium Drought: Impacts and Responses , 2012 .

[15]  Jeffrey G. Arnold,et al.  Soil and Water Assessment Tool Theoretical Documentation Version 2009 , 2011 .

[16]  R. Chaplin-Kramer,et al.  A new approach to modeling the sediment retention service (InVEST 3.0): Case study of the Cape Fear catchment, North Carolina, USA. , 2015, The Science of the total environment.

[17]  Shuguang Liu,et al.  Automating calibration, sensitivity and uncertainty analysis of complex models using the R package Flexible Modeling Environment (FME): SWAT as an example , 2012, Environ. Model. Softw..

[18]  S. Wilkinson,et al.  Use of fallout tracers 7Be, 210Pb and 137Cs to distinguish the form of sub‐surface soil erosion delivering sediment to rivers in large catchments , 2014 .

[19]  Joseph H. A. Guillaume,et al.  Using a parallelized MCMC algorithm in R to identify appropriate likelihood functions for SWAT , 2013, Environ. Model. Softw..

[20]  Shuguang Liu,et al.  Parameter optimization, sensitivity, and uncertainty analysis of an ecosystem model at a forest flux tower site in the United States , 2014 .

[21]  T. McMahon,et al.  Updated world map of the Köppen-Geiger climate classification , 2007 .

[22]  R. Shakesby,et al.  Fallout radionuclide tracers identify a switch in sediment sources and transport-limited sediment yield following wildfire in a eucalypt forest , 2009 .

[23]  J. Vaze,et al.  Observed hydrologic non-stationarity in far south-eastern Australia: implications for modelling and prediction , 2013, Stochastic Environmental Research and Risk Assessment.

[24]  O. Vigiak,et al.  A weight-of-evidence approach to integrate suspended sediment source information. , 2013, Journal of environmental management.

[25]  J. McInnes Using Google Earth to map gully extent in the West Gippsland region (Victoria, Australia) , 2011 .

[26]  Scott N. Wilkinson,et al.  Riverbank erosion and its importance to uncertainties in large-scale sediment budgets , 2005 .

[27]  I. Moore,et al.  Length-slope factors for the Revised Universal Soil Loss Equation: simplified method of estimation , 1992 .

[28]  I. R. Johnson,et al.  DairyMod and EcoMod: biophysical pasture-simulation models for Australia and New Zealand , 2008 .

[29]  Angela H. Arthington,et al.  The impacts of drought on freshwater ecosystems: an Australian perspective , 2008, Hydrobiologia.

[30]  G. Caitcheon,et al.  The dominant erosion processes supplying fine sediment to three major rivers in tropical Australia, the Daly (NT), Mitchell (Qld) and Flinders (Qld) Rivers , 2012 .

[31]  Paul Rustomji,et al.  Combining a spatial model with geochemical tracers and river station data to construct a catchment sediment budget , 2008 .

[32]  You-Gan Wang,et al.  Load estimation with uncertainties from opportunistic sampling data: A semiparametric approach , 2011 .

[33]  Anthony J. Jakeman,et al.  A catchment moisture deficit module for the IHACRES rainfall-runoff model , 2004, Environ. Model. Softw..

[34]  D. Rees,et al.  Impact of soil erodibility factor estimation on the distribution of sediment loads: the La Trobe River catchment case study , 2011 .

[35]  Lachlan Newham,et al.  Rapid assessment of gully sidewall erosion rates in data-poor catchments: A case study in Australia , 2010 .

[36]  Scott N. Wilkinson,et al.  Using sediment tracing to assess processes and spatial patterns of erosion in grazed rangelands, Burdekin River basin, Australia , 2013 .

[37]  Doerthe Tetzlaff,et al.  Developing a consistent process‐based conceptualization of catchment functioning using measurements of internal state variables , 2014 .

[38]  Ian P. Prosser,et al.  Modelling the impact of land-use change and farm dam construction on hillslope sediment delivery to rivers at the regional scale , 2008 .

[39]  D. Walling,et al.  The catchment sediment budget as a management tool , 2008 .

[40]  G. R. Foster,et al.  Predicting soil erosion by water : a guide to conservation planning with the Revised Universal Soil Loss Equation (RUSLE) , 1997 .

[41]  B. Timbal,et al.  A Historical Perspective on Southeastern Australian Rainfall since 1865 Using the Instrumental Record , 2013 .

[42]  Anthony J. Jakeman,et al.  A framework for integrated hydrologic, sediment and nutrient export modelling for catchment-scale management , 2004, Environ. Model. Softw..

[43]  C. Luce,et al.  Enhanced sediment delivery in a changing climate in semi-arid mountain basins: Implications for water resource management and aquatic habitat in the northern Rocky Mountains , 2012 .

[44]  I. R. Johnson,et al.  The Sustainable Grazing Systems Pasture Model: description, philosophy and application to the SGS National Experiment , 2003 .

[45]  G. L. Hammer,et al.  PERFECT - a computer simulation model of Productivity Erosion Runoff Functions to Evaluate Conservation Techniques , 1989 .

[46]  R. Nathan,et al.  Assessing the impact of farm dams on streamflows, Part II: Regional characterisation , 2005 .

[47]  Robert M. Summers,et al.  The validity of a simple statistical model for estimating fluvial constituent loads: An Empirical study involving nutrient loads entering Chesapeake Bay , 1992 .

[48]  T. Pietsch,et al.  The application of fallout radionuclides to determine the dominant erosion process in water supply catchments of subtropical South‐east Queensland, Australia , 2013 .

[49]  J. Poesen,et al.  Predicting soil erosion and sediment yield at regional scales: Where do we stand? , 2013 .

[50]  S. Wilkinson,et al.  Sediment source tracing with stratified sampling and weightings based on spatial gradients in soil erosion , 2015, Journal of Soils and Sediments.

[51]  Ulrike Bende-Michl,et al.  Estimating bootstrap and Bayesian prediction intervals for constituent load rating curves , 2013 .

[52]  Olga Vigiak,et al.  Evaluation of a static water balance model in cropped and grazed systems of temperate Australia , 2010, Environ. Model. Softw..

[53]  Doerthe Tetzlaff,et al.  Concepts of hydrological connectivity: Research approaches, pathways and future agendas , 2013 .

[54]  D. Post,et al.  Provision of usable projections of future water availability for southeastern Australia: The South Eastern Australian Climate Initiative , 2013 .

[55]  Lachlan T. H. Newham,et al.  Integrating farming systems and landscape processes to assess management impacts on suspended sediment loads , 2011, Environ. Model. Softw..

[56]  C. Onof,et al.  A rainfall‐runoff model parameterized from GIS and runoff data , 2014 .

[57]  R. J. Gilkes,et al.  Assessing field sediment exports of northern Victoria farming systems using HowLeaky2008 model , 2010 .

[58]  Olga Vigiak,et al.  Comparison of conceptual landscape metrics to define hillslope-scale sediment delivery ratio , 2012 .

[59]  D. M. Chong,et al.  A model for assessing water quality risk in catchments prone to wildfire , 2016 .

[60]  R. Jamshidi,et al.  Distributed empirical algorithms to estimate catchment scale sediment connectivity and yield in a subtropical region , 2014 .

[61]  Ian P. Prosser,et al.  Modelling and testing spatially distributed sediment budgets to relate erosion processes to sediment yields , 2009, Environ. Model. Softw..

[62]  R. Shakesby,et al.  Contemporary versus long‐term denudation along a passive plate margin: the role of extreme events , 2007 .