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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. Ecosystem structure. Ecosystem function. What do we mean by stream health ?.
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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
Ecosystem structure Ecosystem function What do we mean by stream health? Includes human values: ecosystem servicesclean water for drinking, agriculture, recreation, etc. (fishable/swimmable waters) supported by biota and ecological processes
Ecosystem structure Ecosystem function Ecological Metrics Structure water quality Biotic diversity & abundance habitat diversity Function nutrient uptake primary production decomposition
Ecological model development • This project: Ecological structure • Habitat Models • Proposed project: Ecological Function • Primary production • Decomposition
The Big Picture Climate Change Land Use Change Riparian Vegetation Sediments Nutrients Light Temperature Flow I D Light PP PP I F D I F D PP PP I F D D PP Primary Production Inverts Fish Decomposition
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 Lambeck 1997: “Focal Species: a Multi-Species Umbrella for Nature Conservation” • Siltation: Rosyside Dace • Algae: Central Stoneroller • Inverts: Tessellated Darter
0 Suitability 1 Turbidity 0 Suitability 1 Avg water temp Habitat Suitability Models Estimates of “Suitability” of various conditions e.g., • Current velocity • Depth • Percent riffles, pools • Substrate composition • Temperature • Percent cover • pH, oxygen • Turbidity
Example: Longnose Dace HSI = minimum score = 0.5 1 SI 0 40 75cm/s Avg current velocity 1m Max riffle depth 50% % riffles 10 20 30 Avg max temp in riffles 1 SI 0 50% % appropriate substrate 50% % cover
Rosyside Dace A drift-feeder, sensitive to siltation and flooding Riparian zone: Leafy Debris inputs Wood / Roots / Flow obstructions Siltation Particle Size: gravel constrains spawning Flood events: frequency, intensity, timing, refuges impose mortality Baseflow: velocity distributions determines energetic costs and feeding success • Temperature • affects growth rate and reproduction
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