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Goals Develop models to relate “stream health” to land use change and climate change Parameterize models using data from study sites, past work, and newly proposed experiments
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What do we mean by stream health ? Includes human values: ecosystem services clean water for drinking, agriculture, recreation, etc. (fishable/swimmable waters) supported by biota and ecological processes Ecosystem structureEcosystem function
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Structure water quality Biotic diversity & abundance habitat diversity Ecological Metrics Function nutrient uptake primary production decomposition Ecosystem structureEcosystem function
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Ecological model development This project: Ecological structure – Habitat Models Proposed project: Ecological Function – P rimary production – Decomposition
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Primary Production InvertsFish Decomposition Riparian Vegetation Sediments Nutrients LightTemperature Climate Change Land Use Change Light Flow PP I F D I F D D I F D I D The Big Picture
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Three Modelling Tasks Step 1: Model the inputs –Temperature, substrate, siltation, –High flows, low flows, nutrients, organic matter Step 2: Use the inputs to model habitat Step 3: Simulate spatial linkages –One-way flow –Hierarchical structure –Watershed and Buffer inputs
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Umbrella Suite of Species Siltation: Rosyside Dace Algae: Central Stoneroller Inverts: Tessellated Darter Lambeck 1997: “Focal Species: a Multi-Species Umbrella for Nature Conservation”
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Habitat Suitability Models Turbidity 0 Suitability 1 Estimates of “Suitability” of various conditions e.g., –Current velocity –Depth –Percent riffles, pools –Substrate composition –Temperature –Percent cover –pH, oxygen –Turbidity 0 Suitability 1 Avg water temp
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Example: Longnose Dace 40 75 cm/s Avg current velocity 1 m Max riffle depth 50 % % riffles 10 20 30 Avg max temp in riffles 50 % % appropriate substrate 50 % % cover HSI = minimum score = 0.5 1 SI 0 1 SI 0
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Siltation Flood events: frequency, intensity, timing, refuges impose mortality Particle Size: gravel constrains spawning Baseflow: velocity distributions determines energetic costs and feeding success Temperature affects growth rate and reproduction Riparian zone: Leafy Debris inputs Wood / Roots / Flow obstructions Rosyside Dace A drift-feeder, sensitive to siltation and flooding
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Going beyond Habitat Suitability Models Want to evaluate habitat in a spatial context (land use change) Want to evaluate habitat over time (climate change) Want to estimate uncertainty / risk (chaining models) Spatially Explicit Index Models (SESI)
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Three Modelling Tasks Step 1: Model the inputs –Temperature, substrate, siltation, –High flows, low flows, nutrients, organic matter Step 2: Use the inputs to model habitat Step 3: Simulate spatial linkages –One-way flow –Hierarchical structure –Watershed and Buffer inputs
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Spatial Structure of a Stream One way flow
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Spatial Structure of a Stream One way flow Hierarchical structure
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Spatial Structure of a Stream One way flow Hierarchical structure Watersheds
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Spatial Structure of a Stream One way flow Hierarchical structure Watersheds Riparian Buffers
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Spatial Structure of an Urban Stream One way flow Hierarchical structure Watersheds Riparian Buffers Pipe network
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