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WEFTEC 2012. Effect of Climate Change on Sewer Overflows in Milwaukee. October 2012. Bridging the gap between climate change research and the risk of overflows from my collection system. David Perry Brown and Caldwell, Milwaukee, Wisconsin. Presenter.
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WEFTEC 2012 Effect of Climate Change on Sewer Overflows in Milwaukee October 2012 Bridging the gap between climate change research and the risk of overflows from my collection system David Perry Brown and Caldwell, Milwaukee, Wisconsin
Presenter David Perry Brown and Caldwell, Milwaukee, Wisconsin Co-Authors • David Bennett, Brown and Caldwell • Urbain Boudjou, Tim Bate, and Karen Sands, • Milwaukee Metropolitan Sewerage District • Michael Hahn, Southeast Wisconsin Regional Planning Commission • Sandra McLellan and Elizabeth Sauer, • Great Lakes WATER Institute, University of Wisconsin, Milwaukee
Climate change research is producing a wealth of models and projections on global climate change …What does that mean to my organization in our local context? What is the possible risk of overflows in the future? Will our long range facilities plans be ruined by climate change?
Outline • Milwaukee – our context • Regional Climate Change Trends • Downscaling: from Regional to Local • Milwaukee Modeling System • Findings
Milwaukee – our context Some background to the key questions
Milwaukee • Three rivers meet Lake Michigan • 850 square miles drain to Milwaukee Harbor • Pollution Sources: • Urban runoff • Agricultural runoff • SSOs • CSOs Great Lakes - 20% of Earth’s freshwater Drinking water source for 40M 500 beaches
Milwaukee Metropolitan Sewerage District • Serves Milwaukee and 27 metropolitan communities • 1 million people • 5% Combined Sewers, 95% Separated Sewer • Two large water reclamation facilities • Total treatment capacity 690 MGD • Deep Tunnel Storage – 427 MG • CSO and SSO control • Real Time Control • Optimize use of treatment and storage
2020 Facilities Plan Regional Water Quality Management Plan • Innovative watershed-scale approach – Collaborative, Integrated • Wastewater system + water course system • Improve water quality in regional streams/rivers and Lake Michigan. • Facilities plan + Regional water quality management plan • Completed in 2007 • Did not account for climate change.
2020 Facilities Plan Regional Water Quality Plan Will the plan work if climate changes? Can we meet goals for SSO and CSO control?
Regional Climate Trends A few observations
How will our climate change? Large events may become larger and more frequent Smaller events may become less frequent Total annual rainfall may be similar to existing – but the distribution of rainfall may vary http://www.wicci.wisc.edu/climate-change.php
Probability of Snow vs. Rain Late 20thc (1950-1999) Late 21st c (2080-2099) IPCC Scenario A2 Only a 1-month snow season in Milwaukee later this century? Courtesy of Dan Vimont
Climate models and uncertainty • Global Climate Models (GCM) • 14 models • Wide range in predicted results Strategy: Use two GCM models that represent the best and worse case scenario for our most sensitive season for generation of CSOs: SPRING RAINFALL
Downscaling to Local How to convert regional model results to local data
Climate Downscaling UW-Madison Center for Climate Research • Approaches • Statistical downscaling (GCM) • Dynamic downscaling (regional climate models) • Statistically downscaled precipitation and air temperature time series • Projected mid-century climate change conditions • Parent data: Milwaukee airport observed data for the 1940 through mid-2004 period. Local 8 km x 8 km Grid cells GCM Grid Cells
Milwaukee Modeling System How do we link climate projections to overflow estimates?
Modeling Methods used by MMSD Rainfall and Meteorological Data Regional Hydrologic Model HSPF Continuous runoff and infiltration simulation (used for both wastewater and stormwater/watercourse modeling) Wastewater Flow Generation Model Flow Forecasting System (FFS) Calibrated wastewater hydrographs Simplified Wastewater Flow Generation and Hydraulic Model MACRO System-wide water balance simulation of flow and volume Wastewater Hydraulic Model MikeUrban Detailed simulation of level and flow in all pipes and facilities
Modeling Methods used by MMSD Rainfall and Meteorological Data Strong Hydrologic Foundation Regional Hydrologic Model HSPF Continuous runoff and infiltration simulation (used for both wastewater and stormwater/watercourse modeling) Decades of history rapidly simulated to predict SSOs and CSOs Wastewater Flow Generation Model Flow Forecasting System (FFS) Calibrated wastewater hydrographs Simplified Wastewater Flow Generation and Hydraulic Model MACRO System-wide water balance simulation of flow and volume Wastewater Hydraulic Model MikeUrban Detailed simulation of level and flow in all pipes and facilities
Findings Will the plan work?
Simulation Cases Population and Land Use Condition Facilities Represented in the Model Climate Scenario Case 1: 2010 Existing Facilities + Historic Climate Case 2: Recommended Facilities + Historic Climate Case 3: Recommended Facilities + DSN10% Case 4: Recommended Facilities + DSN90% Baseline 2020 Facilities Plan All cases used Projected Future 2020 Population and Land Use Moderate climate change More extreme climate change
Simulated SSO Volume in Each Year 64 year simulation
Simulated SSO Volume in Each Year 64 year simulation
Simulated SSO Volume in Each Year 64 year simulation
Simulated CSO Volume in Each Year 64 year simulation
Simulated CSO Volume in Each Year 64 year simulation
Simulated CSO Volume in Each Year 64 year simulation
Summary on climate change • Large events may be larger and more frequent • Small events may be less frequent • The annual average rainfall may have a similar average amount • Increasing spring rainfall is a characteristic of most GCM results • Spring is also the time of greater CSO risk • Increasing temperature may reduce the likelihood of snowmelt events
Conclusions – for Milwaukee MSD • Recommended Facilities in the 2020 Plan are designed to reduce overflows (especially SSOs) • Year-to-year variability in overflows is large • For both the existing climate and projected climate scenarios • Climate change may increase CSOs • Up to 20% more average annual CSO volume in the extreme climate scenario • But annual SSO volume may not change significantly • The objectives of the 2020 Plan are not significantly compromised in the climate change scenarios • Additional facilities could be constructed to mitigate the changes
Conclusions – in general • Build a team • Climate researchers • Hydrologic and hydraulic modelers • Wastewater system planners and managers • Water quality scientist • Evaluation of climate change on overflows requires: • Downscale GCM to local - statistically modify historic weather • Model with strong hydrologic foundation • Simulate long term response to climate scenarios • Keep hydraulic model simple
Let’s talk about it … I welcome your comments and questions Presenter David Perry Brown and Caldwell, Milwaukee, Wisconsin Co-Authors • David Bennett, Brown and Caldwell • Urbain Boudjou, Tim Bate, and Karen Sands, • Milwaukee Metropolitan Sewerage District • Michael Hahn, Southeast Wisconsin Regional Planning Commission • Sandra McLellan and Elizabeth Sauer, • Great Lakes WATER Institute, University of Wisconsin, Milwaukee