Probability and Consequence of Postfire Erosion for Treatability of Water in an Unfiltered Supply System
Forested catchments are critical to water supply in major cities. Many of these catchments face the threat of postwildfire erosion, which can contaminate reservoir water. The aim of this paper is to determine the probability and duration of disruptions to treatability due to runoff‐generated debris...
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Veröffentlicht in: | Water resources research 2021-01, Vol.57 (1), p.n/a |
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description | Forested catchments are critical to water supply in major cities. Many of these catchments face the threat of postwildfire erosion, which can contaminate reservoir water. The aim of this paper is to determine the probability and duration of disruptions to treatability due to runoff‐generated debris flows in the first year after a wildfire, before substantial vegetation recovery takes place. We combine models of reservoir hydrodynamics, postfire erosion, and stochastic rainfall to determine probability and magnitude of sediment concentration at the reservoir water offtake. Central to the paper is our technique for linking model components into a risk framework that gives probabilities to the number of days that the turbidity threshold for treatment is exceeded. The model is applied to the Upper Yarra reservoir, which is the linchpin of the water supply system for Melbourne in SE Australia. However, the framework is applicable to other unfiltered water supply systems where suspended sediment is a risk to treatability. Results show that postwildfire erosion poses a substantial threat, with a relatively high probability (annual exceedance probability = 0.1–0.3) of water being untreatable for >1 year following a high‐severity wildfire. Important factors that influence the risk include postwildfire runoff potential, reservoir temperature, and the amount of clay‐sized grains in eroding headwaters. Assumptions about spatial‐temporal rainfall attributes, reservoir hydrodynamics, and the catchment erosion potential are all important sources of error in our estimate of risk. Our approach to risk quantification will help support planning, risk management, and strategic investment to mitigate impacts.
Key Points
Consequence of wildfire for an unfiltered water supply system is modeled based on erosion, stochastic rainfall, and reservoir hydrodynamics
There is a 10–30% chance that water is untreatable for >1 year due to high suspended sediment concentration after a high‐severity wildfire
Assumptions about spatiotemporal rainfall patterns, reservoir hydrodynamics, and erosion are all important sources of error in risk |
doi_str_mv | 10.1029/2019WR026185 |
format | Article |
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Key Points
Consequence of wildfire for an unfiltered water supply system is modeled based on erosion, stochastic rainfall, and reservoir hydrodynamics
There is a 10–30% chance that water is untreatable for >1 year due to high suspended sediment concentration after a high‐severity wildfire
Assumptions about spatiotemporal rainfall patterns, reservoir hydrodynamics, and erosion are all important sources of error in risk</description><identifier>ISSN: 0043-1397</identifier><identifier>EISSN: 1944-7973</identifier><identifier>DOI: 10.1029/2019WR026185</identifier><language>eng</language><publisher>Washington: John Wiley & Sons, Inc</publisher><subject>Catchment area ; Catchments ; Debris flow ; Fluid mechanics ; Headwaters ; Hydrodynamics ; Precipitation ; Probability ; Probability theory ; Rainfall ; reservoir hydrodynamics ; Reservoir water ; Reservoirs ; Risk management ; Runoff ; Sediment ; Sediment concentration ; Stochasticity ; Suspended sediments ; treatability ; Turbidity ; Vegetation ; Water conveyance ; Water pollution ; Water supply ; Water supply systems ; wildfire ; Wildfires</subject><ispartof>Water resources research, 2021-01, Vol.57 (1), p.n/a</ispartof><rights>2020. American Geophysical Union. All Rights Reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a3307-c5c0678683638c0e664674a1019b68dcf11657c51ff48ba3c5e8030ab8eea8b13</citedby><cites>FETCH-LOGICAL-a3307-c5c0678683638c0e664674a1019b68dcf11657c51ff48ba3c5e8030ab8eea8b13</cites><orcidid>0000-0001-6863-2934 ; 0000-0003-1755-7334 ; 0000-0001-6121-8386 ; 0000-0003-0387-4128 ; 0000-0002-0366-5548 ; 0000-0001-8931-189X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1029%2F2019WR026185$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1029%2F2019WR026185$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,11513,27923,27924,45573,45574,46467,46891</link.rule.ids></links><search><creatorcontrib>Nyman, Petter</creatorcontrib><creatorcontrib>Yeates, Peter</creatorcontrib><creatorcontrib>Langhans, Christoph</creatorcontrib><creatorcontrib>Noske, Philip J.</creatorcontrib><creatorcontrib>Peleg, Nadav</creatorcontrib><creatorcontrib>Schärer, Christine</creatorcontrib><creatorcontrib>Lane, Patrick N. J.</creatorcontrib><creatorcontrib>Haydon, Shane</creatorcontrib><creatorcontrib>Sheridan, Gary J.</creatorcontrib><title>Probability and Consequence of Postfire Erosion for Treatability of Water in an Unfiltered Supply System</title><title>Water resources research</title><description>Forested catchments are critical to water supply in major cities. Many of these catchments face the threat of postwildfire erosion, which can contaminate reservoir water. The aim of this paper is to determine the probability and duration of disruptions to treatability due to runoff‐generated debris flows in the first year after a wildfire, before substantial vegetation recovery takes place. We combine models of reservoir hydrodynamics, postfire erosion, and stochastic rainfall to determine probability and magnitude of sediment concentration at the reservoir water offtake. Central to the paper is our technique for linking model components into a risk framework that gives probabilities to the number of days that the turbidity threshold for treatment is exceeded. The model is applied to the Upper Yarra reservoir, which is the linchpin of the water supply system for Melbourne in SE Australia. However, the framework is applicable to other unfiltered water supply systems where suspended sediment is a risk to treatability. Results show that postwildfire erosion poses a substantial threat, with a relatively high probability (annual exceedance probability = 0.1–0.3) of water being untreatable for >1 year following a high‐severity wildfire. Important factors that influence the risk include postwildfire runoff potential, reservoir temperature, and the amount of clay‐sized grains in eroding headwaters. Assumptions about spatial‐temporal rainfall attributes, reservoir hydrodynamics, and the catchment erosion potential are all important sources of error in our estimate of risk. Our approach to risk quantification will help support planning, risk management, and strategic investment to mitigate impacts.
Key Points
Consequence of wildfire for an unfiltered water supply system is modeled based on erosion, stochastic rainfall, and reservoir hydrodynamics
There is a 10–30% chance that water is untreatable for >1 year due to high suspended sediment concentration after a high‐severity wildfire
Assumptions about spatiotemporal rainfall patterns, reservoir hydrodynamics, and erosion are all important sources of error in risk</description><subject>Catchment area</subject><subject>Catchments</subject><subject>Debris flow</subject><subject>Fluid mechanics</subject><subject>Headwaters</subject><subject>Hydrodynamics</subject><subject>Precipitation</subject><subject>Probability</subject><subject>Probability theory</subject><subject>Rainfall</subject><subject>reservoir hydrodynamics</subject><subject>Reservoir water</subject><subject>Reservoirs</subject><subject>Risk management</subject><subject>Runoff</subject><subject>Sediment</subject><subject>Sediment concentration</subject><subject>Stochasticity</subject><subject>Suspended sediments</subject><subject>treatability</subject><subject>Turbidity</subject><subject>Vegetation</subject><subject>Water conveyance</subject><subject>Water pollution</subject><subject>Water supply</subject><subject>Water supply systems</subject><subject>wildfire</subject><subject>Wildfires</subject><issn>0043-1397</issn><issn>1944-7973</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kMtKxDAUhoMoOF52PkDArdWTJk3SpZTxAgMOc2GWJc0kmKHT1KSD9O2NjIIrV4cD3_kP34_QDYF7Ann5kAMpNwvIOZHFCZqQkrFMlIKeogkAoxmhpThHFzHuAAgruJig93nwjWpc64YRq26LK99F83EwnTbYWzz3cbAuGDwNPjrfYesDXgWjht-jBG3UYAJ2XQrA6866Nq1mi5eHvm9HvBzjYPZX6MyqNprrn3mJ1k_TVfWSzd6eX6vHWaYoBZHpQgMXkkvKqdRgOGdcMEWSWcPlVltCeCF0QaxlslFUF0YCBdVIY5RsCL1Et8fcPvikEYd65w-hSy_rXPKESiJpou6OlE5aMRhb98HtVRhrAvV3l_XfLhNOj_ina834L1tvFtUiL4AJ-gXcpnWm</recordid><startdate>202101</startdate><enddate>202101</enddate><creator>Nyman, Petter</creator><creator>Yeates, Peter</creator><creator>Langhans, Christoph</creator><creator>Noske, Philip J.</creator><creator>Peleg, Nadav</creator><creator>Schärer, Christine</creator><creator>Lane, Patrick N. 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J.</au><au>Haydon, Shane</au><au>Sheridan, Gary J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Probability and Consequence of Postfire Erosion for Treatability of Water in an Unfiltered Supply System</atitle><jtitle>Water resources research</jtitle><date>2021-01</date><risdate>2021</risdate><volume>57</volume><issue>1</issue><epage>n/a</epage><issn>0043-1397</issn><eissn>1944-7973</eissn><abstract>Forested catchments are critical to water supply in major cities. Many of these catchments face the threat of postwildfire erosion, which can contaminate reservoir water. The aim of this paper is to determine the probability and duration of disruptions to treatability due to runoff‐generated debris flows in the first year after a wildfire, before substantial vegetation recovery takes place. We combine models of reservoir hydrodynamics, postfire erosion, and stochastic rainfall to determine probability and magnitude of sediment concentration at the reservoir water offtake. Central to the paper is our technique for linking model components into a risk framework that gives probabilities to the number of days that the turbidity threshold for treatment is exceeded. The model is applied to the Upper Yarra reservoir, which is the linchpin of the water supply system for Melbourne in SE Australia. However, the framework is applicable to other unfiltered water supply systems where suspended sediment is a risk to treatability. Results show that postwildfire erosion poses a substantial threat, with a relatively high probability (annual exceedance probability = 0.1–0.3) of water being untreatable for >1 year following a high‐severity wildfire. Important factors that influence the risk include postwildfire runoff potential, reservoir temperature, and the amount of clay‐sized grains in eroding headwaters. Assumptions about spatial‐temporal rainfall attributes, reservoir hydrodynamics, and the catchment erosion potential are all important sources of error in our estimate of risk. Our approach to risk quantification will help support planning, risk management, and strategic investment to mitigate impacts.
Key Points
Consequence of wildfire for an unfiltered water supply system is modeled based on erosion, stochastic rainfall, and reservoir hydrodynamics
There is a 10–30% chance that water is untreatable for >1 year due to high suspended sediment concentration after a high‐severity wildfire
Assumptions about spatiotemporal rainfall patterns, reservoir hydrodynamics, and erosion are all important sources of error in risk</abstract><cop>Washington</cop><pub>John Wiley & Sons, Inc</pub><doi>10.1029/2019WR026185</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0001-6863-2934</orcidid><orcidid>https://orcid.org/0000-0003-1755-7334</orcidid><orcidid>https://orcid.org/0000-0001-6121-8386</orcidid><orcidid>https://orcid.org/0000-0003-0387-4128</orcidid><orcidid>https://orcid.org/0000-0002-0366-5548</orcidid><orcidid>https://orcid.org/0000-0001-8931-189X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Catchment area Catchments Debris flow Fluid mechanics Headwaters Hydrodynamics Precipitation Probability Probability theory Rainfall reservoir hydrodynamics Reservoir water Reservoirs Risk management Runoff Sediment Sediment concentration Stochasticity Suspended sediments treatability Turbidity Vegetation Water conveyance Water pollution Water supply Water supply systems wildfire Wildfires |
title | Probability and Consequence of Postfire Erosion for Treatability of Water in an Unfiltered Supply System |
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