Assessment of post-wildfire erosion risk and effects on water quality in south-western Australia
David Blake A E , Petter Nyman B , Helen Nice C , Frances M. L. D’Souza C D , Christopher R. J. Kavazos A and Pierre Horwitz AA Centre for Ecosystem Management, Edith Cowan University, Joondalup, WA 6027, Australia.
B Ecosystem and Forest Sciences, University of Melbourne, Parkville, Vic. 3052, Australia.
C Department of Water and Environmental Regulation, Government of Western Australia, Joondalup, WA 6027, Australia.
D Centre for Sustainable Aquatic Ecosystems, Harry Butler Institute, Murdoch University, Murdoch, WA 6150, Australia.
E Corresponding author. Email: d.blake@ecu.edu.au
International Journal of Wildland Fire 29(3) 240-257 https://doi.org/10.1071/WF18123
Submitted: 1 August 2018 Accepted: 19 December 2019 Published: 11 February 2020
Journal Compilation © IAWF 2020 Open Access CC BY-NC-ND
Abstract
Investigations of wildfire impact on water resources have escalated globally over the last decade owing to an awareness of climate-related vulnerabilities. Within Australia, research into post-wildfire erosion has focused on water supply catchments in the south-eastern region. Here, we examine post-wildfire erosion risk and its potential for water quality impacts in a catchment in south-western Australia. The catchment of the Harvey River, which drains from forested escarpments onto an agricultural coastal plain and into valuable coastal wetlands, was burnt by wildfire in 2016. The aims of this study were to determine erosion risk across contrasting landforms and variable fire severity, using the Revised Universal Soil Loss Equation (RUSLE), and to determine whether post-fire water quality impacts could be detected at permanent river monitoring stations located on the coastal plain. RUSLE outputs showed erosion hot-spots at intersections of steep terrain and high fire severity and that these areas were confined to forested headwaters and coastal dunes. Monthly water quality data showed conspicuous seasonal patterns, but that sampling frequency was temporally too coarse to pick up predicted event-related effects, particularly given that the pre-existing monitoring sites were distal to the predicted zone of contamination.
Additional keywords: Peel–Harvey estuary, RUSLE, water catchments.
References
AFAC (2017) Science-backed tools enhance water catchment management: AFAC case study. (AFAC: Melbourne, Vic., Australia) Available at https://www.bnhcrc.com.au/news/2017/science-backed-tools-enhance-water-catchment-management [Verified 17 July 2018]Amore E, Modica C, Nearing MA, Santoro VC (2004) Scale effect in USLE and WEPP application for soil erosion computation from three Sicilian basins. Journal of Hydrology 293, 100–114.
| Scale effect in USLE and WEPP application for soil erosion computation from three Sicilian basins.Crossref | GoogleScholarGoogle Scholar |
Armstrong KN, Storey AW, Davies PM (2005) Effects of catchment clearing and sedimentation on macroinvertebrate communities of cobble habitat in freshwater streams of south-western Australia. Journal of the Royal Society of Western Australia 88, 1–11.
Auerswald K, Fiener P, Martin W, Elhaus D (2014) Use and misuse of the K factor equation in soil erosion modeling: an alternative equation for determining USLE nomograph soil erodibility values. Catena 118, 220–225.
| Use and misuse of the K factor equation in soil erosion modeling: an alternative equation for determining USLE nomograph soil erodibility values.Crossref | GoogleScholarGoogle Scholar | [Published erratum appears in Catena 2016; 139: 271]
Bladon KD, Emelko MB, Silins U, Stone M (2014) Wildfire and the future of water supply. Environmental Science & Technology 48, 8936–8943.
| Wildfire and the future of water supply.Crossref | GoogleScholarGoogle Scholar |
Blake D (2013) Inorganic hydrogeochemical responses to fires in wetland sediments on the Swan Coastal Plain, Western Australia. PhD thesis, Edith Cowan University, Perth, WA, Australia.
Blake WH, Wallbrink PJ, Wilkinson SN, Humphreys GS, Doerr SH, Shakesby RA, Tomkins KM (2009) Deriving hillslope sediment budgets in wildfire-affected forests using fallout radionuclide tracers. Geomorphology 104, 105–116.
| Deriving hillslope sediment budgets in wildfire-affected forests using fallout radionuclide tracers.Crossref | GoogleScholarGoogle Scholar |
Blong RJ, Riley SJ, Crozier PJ (1982) Sediment yield from runoff plots following bushfire near Narrabeen Lagoon, NSW. Search 13, 36–38.
Bonilla CA, Reyes JT, Magri A (2010) Water erosion prediction using the Revised Universal Soil Loss Equation (RUSLE) in a GIS Framework, central Chile. Chilean Journal of Agricultural Research 70, 159–169.
| Water erosion prediction using the Revised Universal Soil Loss Equation (RUSLE) in a GIS Framework, central Chile.Crossref | GoogleScholarGoogle Scholar |
Bunn SE, Davies PM (1990) Why is the stream fauna of south-western Australia so impoverished? Hydrobiologia 194, 169–176.
| Why is the stream fauna of south-western Australia so impoverished?Crossref | GoogleScholarGoogle Scholar |
Bureau of Meteorology (2018) Climate data online. Available at http://www.bom.gov.au/climate/data [Verified 20 April 2018]
Cannon SH, Gartner JE, Rupert MG, Michael JA, Rea AH, Parrett C (2010) Predicting the probability and volume of post-wildfire debris flows in the intermountain western United States. Geological Society of America Bulletin 122, 127–144.
| Predicting the probability and volume of post-wildfire debris flows in the intermountain western United States.Crossref | GoogleScholarGoogle Scholar |
Dahm CN, Candelaria‐Ley RI, Reale CS, Reale JK, Van Horn DJ (2015) Extreme water quality degradation following a catastrophic forest fire. Freshwater Biology 60, 2584–2599.
| Extreme water quality degradation following a catastrophic forest fire.Crossref | GoogleScholarGoogle Scholar |
Davidson WA (1995) Hydrogeology and groundwater resources of the Perth Region, Western Australia. Western Australia Geological Survey Bulletin, 142. (Perth, WA, Australia)
Department of Primary Industries and Regional Development (2018) Weather stations and radar data. Available at https://www.agric.wa.gov.au/weather-stations-and-radar [Verified 20 April 2018]
Department of Water (2009a) Field sampling guidelines: a guideline for field sampling for surface water quality monitoring programs. (Government of Western Australia, Department of Water: Perth, WA, Australia)
Department of Water (2009b) Surface water sampling methods and analysis – Technical appendices: standard operating procedures for water sampling – Methods and analysis. (Government of Western Australia, Department of Water: Perth, WA, Australia)
Department of Water and Environmental Regulation (2018) Water information reporting. Available at http://www.water.wa.gov.au/maps-and-data/monitoring/water-information-reporting [Verified 20 April 2018]
Ferguson E (2016) ‘Reframing rural fire management: report of the Special Inquiry into the January 2016 Waroona fire.’ (Government of Western Australia: Perth, WA, Australia)
Fernández C, Vega JA, Vieira DCS (2010) Assessing soil erosion after fire and rehabilitation treatments in NW Spain: performance of RUSLE and revised Morgan–Morgan–Finney models. Land Degradation & Development 21, 58–67.
| Assessing soil erosion after fire and rehabilitation treatments in NW Spain: performance of RUSLE and revised Morgan–Morgan–Finney models.Crossref | GoogleScholarGoogle Scholar |
Hale J, Butcher R (2007) Ecological character description of the Peel–Yalgorup Ramsar Site. Report to the Department of Environment and Conservation and the Peel–Harvey Catchment Council. (Perth, WA, Australia)
Hancock GR, Hugo J, Webb AA, Turner L (2017) Sediment transport in steep forested catchments – an assessment of scale and disturbance. Journal of Hydrology 547, 613–622.
| Sediment transport in steep forested catchments – an assessment of scale and disturbance.Crossref | GoogleScholarGoogle Scholar |
Hartcher MG, Post DA (2005) Reducing uncertainty in sediment yield through improved representation of land cover: application to two subcatchments of the Mae Chaem, Thailand. In ‘MODSIM 2005 International Congress on Modelling and Simulation’, 12–15 December 2005, Melbourne, Vic., Australia. (Eds A Zerger, R Argent) pp. 1147–1153. (Modelling and Simulation Society of Australia and New Zealand: Melbourne, Vic., Australia) Available at http://www.mssanz.org.au/modsim05/papers/hartcher.pdf [Verified 17 July 2018]
Hope PK, Drosdowsky W, Nicholls N (2006) Shifts in the synoptic systems influencing south-west Western Australia. Climate Dynamics 26, 751–764.
| Shifts in the synoptic systems influencing south-west Western Australia.Crossref | GoogleScholarGoogle Scholar |
Karamesouti M, Petropoulos GP, Papanikolaou ID, Kairis O, Kosmas K (2016) Erosion rate predictions from PESERA and RUSLE at a Mediterranean site before and after a wildfire: comparison & implications. Geoderma 261, 44–58.
| Erosion rate predictions from PESERA and RUSLE at a Mediterranean site before and after a wildfire: comparison & implications.Crossref | GoogleScholarGoogle Scholar |
Keeley JE (2009) Fire intensity, fire severity and burn severity: a brief review and suggested usage. International Journal of Wildland Fire 18, 116–126.
| Fire intensity, fire severity and burn severity: a brief review and suggested usage.Crossref | GoogleScholarGoogle Scholar |
Kelsey P, Hall J, Kretschmer P, Quinton B, Shakya D (2011) Hydrological and nutrient modelling of the Peel–Harvey catchment, Water Science Technical Series, Report no. 33. Department of Water. (Perth, WA, Australia)
Key CH, Benson NC (2006) Landscape assessment: remote sensing of severity, the Normalized Burn Ratio. In ‘FIREMON: fire effects monitoring and inventory system’. (Ed DC Lutes) USDA Forest Service, Rocky Mountain Research Station, General Technical Report RMRS-GTR-164-CD: LA1–LA51. (Ogden, UT, USA)
Kinnell PIA (2010) Event soil loss, runoff and the Universal Soil Loss Equation family of models: a review. Journal of Hydrology 385, 384–397.
| Event soil loss, runoff and the Universal Soil Loss Equation family of models: a review.Crossref | GoogleScholarGoogle Scholar |
Landcom (2004) Soils and construction: managing urban stormwater, Vol. 1. (Sydney, NSW, Australia) Available at http://www.environment.nsw.gov.au/resources/water/BlueBookVol1.pdf [Verified 17 July 2018]
Lane PN, Sheridan GJ, Noske PJ (2006) Changes in sediment loads and discharge from small mountain catchments following wildfire in south-eastern Australia. Journal of Hydrology 331, 495–510.
| Changes in sediment loads and discharge from small mountain catchments following wildfire in south-eastern Australia.Crossref | GoogleScholarGoogle Scholar |
Larsen IJ, MacDonald LH (2007) Predicting post-fire sediment yields at the hillslope scale: testing RUSLE and Disturbed WEPP. Water Resources Research 43, W11412
| Predicting post-fire sediment yields at the hillslope scale: testing RUSLE and Disturbed WEPP.Crossref | GoogleScholarGoogle Scholar |
Lu H, Yu B (2002) Spatial and seasonal distribution of rainfall erosivity in Australia. Soil Research 40, 887–901.
| Spatial and seasonal distribution of rainfall erosivity in Australia.Crossref | GoogleScholarGoogle Scholar |
Lu H, Prosser IP, Moran CJ, Gallant JC, Priestley G, Stevenson JG (2003) Predicting sheetwash and rill erosion over the Australian continent. Australian Journal of Soil Research 41, 1037–1062.
| Predicting sheetwash and rill erosion over the Australian continent.Crossref | GoogleScholarGoogle Scholar |
McArthur WM, Bettenay E (1974) The development and distribution of the soils of the Swan Coastal Plain, Western Australia. CSIRO Soil Publication No. 16, 2nd edn. (Melbourne, Vic., Australia)
McCaw L, Burrows N, Beecham B, Rampant P (2016) Reconstruction of the spread and behaviour of the Waroona bushfire (Perth Hills 68), 6–7 January 2016. Department of Parks and Wildlife. (Kensington, WA, Australia)
McFarlane D, Stone R, Martens S, Thomas J, Silberstein R, Ali R, Hodgson G (2012) Climate change impacts on water yields and demands in south-western Australia. Journal of Hydrology 475, 488–498.
| Climate change impacts on water yields and demands in south-western Australia.Crossref | GoogleScholarGoogle Scholar |
McKergow LA, Weaver DM, Prosser IP, Grayson RB, Reed AE (2003) Before and after riparian management: sediment and nutrient exports from a small agricultural catchment, Western Australia. Journal of Hydrology 270, 253–272.
| Before and after riparian management: sediment and nutrient exports from a small agricultural catchment, Western Australia.Crossref | GoogleScholarGoogle Scholar |
Mitášová H, Mitáš L (1993) Interpolation by regularized spline with tension: I. Theory and implementation. Mathematical Geology 25, 641–655.
| Interpolation by regularized spline with tension: I. Theory and implementation.Crossref | GoogleScholarGoogle Scholar |
Moody JA (2012) An analytical method for predicting post-wildfire peak discharges. US Geological Survey Scientific Investigations Report 2011–5236. (Reston, VA, USA)
Moore ID, Burch GJ (1986) Physical basis of the length–slope factor in the Universal Soil Loss Equation. Soil Science Society of America Journal 50, 1294–1298.
| Physical basis of the length–slope factor in the Universal Soil Loss Equation.Crossref | GoogleScholarGoogle Scholar |
Morris RH, Bradstock RA, Dragovich D, Henderson MK, Penman TD, Ostendorf B (2014) Environmental assessment of erosion following prescribed burning in the Mount Lofty Ranges, Australia. International Journal of Wildland Fire 23, 104–116.
| Environmental assessment of erosion following prescribed burning in the Mount Lofty Ranges, Australia.Crossref | GoogleScholarGoogle Scholar |
Murphy SF, McCleskey RB, Martin DA, Writer JH, Ebel BA (2018) Fire, flood, and drought: extreme climate events alter flow paths and stream chemistry. Journal of Geophysical Research: Biogeosciences 123, 2513–2526.
| Fire, flood, and drought: extreme climate events alter flow paths and stream chemistry.Crossref | GoogleScholarGoogle Scholar |
Noske PJ, Nyman P, Lane PNJ, Sheridan GJ (2016) Effects of aridity in controlling the magnitude of runoff and erosion after wildfire. Water Resources Research 52, 4338–4357.
| Effects of aridity in controlling the magnitude of runoff and erosion after wildfire.Crossref | GoogleScholarGoogle Scholar |
Oliver AA, Reuter JE, Heyvaert AC, Dahlgren RA (2012) Water quality response to the Angora fire, Lake Tahoe, California. Biogeochemistry 111, 361–376.
| Water quality response to the Angora fire, Lake Tahoe, California.Crossref | GoogleScholarGoogle Scholar |
Panagos P, Borrelli P, Meusburger K, Alewell C, Lugato E, Montanarella L (2015) Estimating the soil erosion cover/management factor at the European scale. Land Use Policy 48, 38–50.
| Estimating the soil erosion cover/management factor at the European scale.Crossref | GoogleScholarGoogle Scholar |
Parson A, Robichaud P, Lewis S, Napper C, Clark J (2010) Field guide for mapping post-fire soil burn severity. USDA Forest Service, Rocky Mountain Research Station, General Technical Report RMRS-GTR-243. (Fort Collins, CO, USA)
Parsons AJ, Brazier RE, Wainwright J, Powell DM (2006) Scale relationships in hillslope runoff and erosion. Earth Surface Processes and Landforms 31, 1384–1393.
| Scale relationships in hillslope runoff and erosion.Crossref | GoogleScholarGoogle Scholar |
Peace M, McCaw L, Santos B, Kepert JD, Burrows N, Fawcett RJ (2017) Meteorological drivers of extreme fire behaviour during the Waroona bushfire, Western Australia, January 2016. Journal of Southern Hemisphere Earth Systems Science 67, 79–106.
| Meteorological drivers of extreme fire behaviour during the Waroona bushfire, Western Australia, January 2016.Crossref | GoogleScholarGoogle Scholar |
Pelton J, Frazier E, Pickilingis E (2014) Calculating slope length factor (LS) in the revised Universal Soil Loss Equation (RUSLE). Available at https://www.researchgate.net/profile/Firoz_Ahmad3/post/What_is_the_best_method_Input_Formula_to_determine_the_LS_factor_of_the_RUSLE_equation_in_Arc_GIS_101/attachment/59d64bef79197b80779a5da8/AS%3A482358580256768%401492014655678/download/LS-Factor-in-RUSLE-with-ArcGIS-10.x_Pelton_Frazier_Pikcilingis_2014.docx [Verified 20 January 2020]
Playford PE, Cockbain AE, Low GH (1976) Geology of the Perth Basin, Western Australia. Geological Survey of Western Australia Bulletin, volume 124. (Perth, WA, Australia)
Pringle MJ, Payne JE, Zund PR, Orton TG (2013) Improved mapping of soil erodibility (K-factor) in the Burdekin River catchment, Queensland, to aid landscape modelling. In ‘MODSIM2013 20th international congress on modelling and simulation’, 1–6 December 2013, Adelaide, SA, Australia. (Eds J Piantadosi, RS Anderssen, J Boland) pp. 3239–3245. (Modelling and Simulation Society of Australia and New Zealand: Melbourne, Vic., Australia) Available at https://www.mssanz.org.au/modsim2013/L22/pringle.pdf [Verified 17 July 2018]
Renard KG, Foster GR, Weesies GA, Porter JP (1991) RUSLE – Revised Universal Soil Loss Equation. Journal of Soil and Water Conservation 46, 30–33.
Renard KG, Foster GR, Weesies GA, McCool DK, Yoder DC (1997) Predicting soil erosion by water – a guide to conservation planning with the Revised Universal Soil Loss Equation (RUSLE). USDA Agricultural Research Service (USDA-ARS) Handbook no. 703. United States Government Printing Office. (Washington, DC, USA)
Rhoades CC, Entwistle D, Butler D (2011) The influence of wildfire extent and severity on streamwater chemistry, sediment and temperature following the Hayman Fire, Colorado. International Journal of Wildland Fire 20, 430–442.
| The influence of wildfire extent and severity on streamwater chemistry, sediment and temperature following the Hayman Fire, Colorado.Crossref | GoogleScholarGoogle Scholar |
Robichaud PR, Elliot WJ, Pierson FB, Hall DE, Moffet CA (2007) Predicting post-fire erosion and mitigation effectiveness with a web-based probabilistic erosion model. Catena 71, 229–241.
| Predicting post-fire erosion and mitigation effectiveness with a web-based probabilistic erosion model.Crossref | GoogleScholarGoogle Scholar |
Rulli MC, Offeddu L, Santini M (2013) Modeling post-fire water erosion mitigation strategies. Hydrology and Earth System Sciences 17, 2323–2337.
| Modeling post-fire water erosion mitigation strategies.Crossref | GoogleScholarGoogle Scholar |
Sankey JB, Kreitler J, Hawbaker TJ, McVay JL, Miller ME, Mueller ER, Vaillant NM, Lowe SE, Sankey TT (2017) Climate, wildfire, and erosion ensemble foretells more sediment in western USA watersheds. Geophysical Research Letters 44, 8884–8892.
| Climate, wildfire, and erosion ensemble foretells more sediment in western USA watersheds.Crossref | GoogleScholarGoogle Scholar |
Schoknecht NR, Pathan S (2013) Soil groups of Western Australia: a simple guide to the main soils of Western Australia (4th edn). Department of Agriculture and Food, Western Australia. Report 380. (Perth, WA, Australia)
Shakesby RA, Doerr SH (2006) Wildfire as a hydrological and geomorphological agent. Earth-Science Reviews 74, 269–307.
| Wildfire as a hydrological and geomorphological agent.Crossref | GoogleScholarGoogle Scholar |
Smith HG, Dragovich D (2008) Sediment budget analysis of slope–channel coupling and in-channel sediment storage in an upland catchment, southeastern Australia. Geomorphology 101, 643–654.
| Sediment budget analysis of slope–channel coupling and in-channel sediment storage in an upland catchment, southeastern Australia.Crossref | GoogleScholarGoogle Scholar |
Smith HG, Sheridan GJ, Lane PN, Nyman P, Haydon S (2011a) Wildfire effects on water quality in forest catchments: a review with implications for water supply. Journal of Hydrology 396, 170–192.
| Wildfire effects on water quality in forest catchments: a review with implications for water supply.Crossref | GoogleScholarGoogle Scholar |
Smith HG, Sheridan GJ, Lane PN, Bren LJ (2011b) Wildfire and salvage harvesting effects on runoff generation and sediment exports from radiata pine and eucalypt forest catchments, south-eastern Australia. Forest Ecology and Management 261, 570–581.
| Wildfire and salvage harvesting effects on runoff generation and sediment exports from radiata pine and eucalypt forest catchments, south-eastern Australia.Crossref | GoogleScholarGoogle Scholar |
Smith HG, Sheridan GJ, Lane PNJ, Noske PJ, Heijnis H (2011c) Changes to sediment sources following wildfire in a forested upland catchment, south-eastern Australia. Hydrological Processes 25, 2878–2889.
| Changes to sediment sources following wildfire in a forested upland catchment, south-eastern Australia.Crossref | GoogleScholarGoogle Scholar |
Terranova O, Antronico L, Coscarelli R, Laquinta P (2009) Soil erosion risk scenarios in the Mediterranean environment using RUSLE and GIS: an application model for Calabria (southern Italy). Geomorphology 112, 228–245.
| Soil erosion risk scenarios in the Mediterranean environment using RUSLE and GIS: an application model for Calabria (southern Italy).Crossref | GoogleScholarGoogle Scholar |
Tomkins KM, Humphreys GS, Wilkinson MT, Fink D, Hesse PP, Doerr SH, Shakesby RA, Wallbrink PJ, Blake WH (2007) Contemporary versus long-term denudation along a passive plate margin: the role of extreme events. Earth Surface Processes and Landforms 32, 1013–1031.
| Contemporary versus long-term denudation along a passive plate margin: the role of extreme events.Crossref | GoogleScholarGoogle Scholar |
Vieira DCS, Serpa D, Nunes JPC, Prats SA, Neves R, Keizer JJ (2018) Predicting the effectiveness of different mulching techniques in reducing post-fire runoff and erosion at plot scale with the RUSLE, MMF and PESERA models. Environmental Research 165, 365–378.
| Predicting the effectiveness of different mulching techniques in reducing post-fire runoff and erosion at plot scale with the RUSLE, MMF and PESERA models.Crossref | GoogleScholarGoogle Scholar | 29803019PubMed |
Viscarra Rossel R, Chen C, Grundy M, Searle R, Clifford D, Odgers N, Holmes K, Griffin T, Liddicoat C, Kidd D (2014) Soil and landscape grid national soil attribute maps – soil depth (3” resolution) – release 1. Data collection. (CSIRO: Canberra, ACT, Australia) Available at https://doi.org/10.4225/08/546F540FE10AA [Verified 8 January 2020]
White I, Wade A, Worthy M, Mueller N, Daniell T, Wasson R (2006) The vulnerability of water supply catchments to bushfires: impacts of the January 2003 wildfires on the Australian Capital Territory. Australasian Journal of Water Resources 10, 179–194.
| The vulnerability of water supply catchments to bushfires: impacts of the January 2003 wildfires on the Australian Capital Territory.Crossref | GoogleScholarGoogle Scholar |
Wischmeier WH, Smith DD (1965) Predicting rainfall – Erosion losses from cropland east of the Rocky Mountains – Guide for selection of practices for soil and water conservation. USDA Handbook no. 282. United States Government Printing Office. (Washington, DC, USA)
Wischmeier WH, Smith DD (1978) Predicting rainfall erosion losses: a guide to conservation planning. USDA Handbook no. 537. United States Government Printing Office. (Washington, DC, USA)
Wischmeier WH, Johnson CB, Cross BV (1971) A soil erodibility nomograph for farmland and construction sites. Journal of Soil and Water Conservation 26, 189–193.
Yang X, Zhu Q, Tulau M, McInnes-Clarke S, Sun L, Zhang X (2018) Near real-time monitoring of post-fire erosion after storm events: a case study in Warrumbungle National Park, Australia. International Journal of Wildland Fire 27, 413–424.
| Near real-time monitoring of post-fire erosion after storm events: a case study in Warrumbungle National Park, Australia.Crossref | GoogleScholarGoogle Scholar |