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
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
Structure water quality Biotic diversity & abundance habitat diversity Ecological Metrics Function nutrient uptake primary production decomposition Ecosystem structureEcosystem function
Ecological model development This project: Ecological structure – Habitat Models Proposed project: Ecological Function – P rimary production – Decomposition
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
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
Umbrella Suite of Species Siltation: Rosyside Dace Algae: Central Stoneroller Inverts: Tessellated Darter Lambeck 1997: “Focal Species: a Multi-Species Umbrella for Nature Conservation”
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
Example: Longnose Dace cm/s Avg current velocity 1 m Max riffle depth 50 % % riffles Avg max temp in riffles 50 % % appropriate substrate 50 % % cover HSI = minimum score = SI 0 1 SI 0
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
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)
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
Spatial Structure of a Stream One way flow
Spatial Structure of a Stream One way flow Hierarchical structure
Spatial Structure of a Stream One way flow Hierarchical structure Watersheds
Spatial Structure of a Stream One way flow Hierarchical structure Watersheds Riparian Buffers
Spatial Structure of an Urban Stream One way flow Hierarchical structure Watersheds Riparian Buffers Pipe network