Morphodynamic and Sediment Tracers in One-Dimension

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Presentation transcript:

Morphodynamic and Sediment Tracers in One-Dimension MAST-1D Morphodynamic and Sediment Tracers in One-Dimension Michael Jahnke

Sediment Budgets I + O = ΔS Conservation of mass Net erosion or deposition? Mountain watersheds Hillslope-channel connectivity Sediment budgets have had a long history in fluvial geomorphology in gaining a better understanding of sediment dynamics in a watershed. They allow for insight into erosion versus deposition and the change in sediment storage that may occur. In mountain watersheds, we can develop a framework of processes at work and quantify the mass transport at each, showing if there is net erosion or deposition in the occurring in the channel. Knowing how these processes work together, we can get a better sense of how hillslopes and channel are connected. From Smith and Wilcock, 2011

Post-fire Debris Flows Hoffman and Gabet (2007) Conceptual model of processes Processes have a specific order, but timing is unknown Debris Flow Flow Hoffman and Gabet developed a conceptual model of the processes that occur when a pulse of sediment is delivered to the channel, at their study site of Sleeping Child Creek, near to my proposed field site – similar processes are at work in both locations Sand is quickly winnowed and carried downstream to the next fan Gravel and cobble is transported as bed load much shorter distances Sediment accumulates upstream of the fan and decreases slope, sediment accumulates downstream of the fan and increases slope These processes occur over some timescale but the relative timings of each event are not known From Hoffman and Gabet, 2007

Questions Post-fire debris flows Sediment routing What is the persistence of geomorphic impacts on channels? Sediment routing Timescale of grain movement downstream

Challenges Large spatial variability in erosion and deposition (Smith and Wilcock, 2011) Debris flows are not regularly scheduled events (Benda, 1997) Sediment storage is variable, especially when considering different timescales There are challenges in developing a sediment budget in mountain watersheds. 1. There is large spatial variability in erosion and deposition in these environments; large events occur over small areas in a short time period. 2. Specifically, debris flows are not a regularly scheduled mechanism of erosion; they occur at variable intervals and deliver large pulses of sediment to the channel. In their simulation, variation in the location and timing of wildfires led to periods of between 100 and 1300 years between debris flows with an average of 600 years. 3. Due to spatial variability in erosion and deposition, sediment storage duration is highly variable, especially when considering different timescales Relict debris fan at Rye Creek, SW Montana.

Research Approach Field measurements as input parameters Apply a numerical model to simulate sediment routing and morphodynamic evolution MAST-1D couples channel and hillslope processes to model over decadal or longer timescales (Lauer et al., 2014) Allows lateral exchange of sediment Used to model sediment paths from debris flows Input nodes Stage/discharge Suspended/Bed Load Debris fan Investigate sediment routing by developing simple sediment flux estimates and applying a numerical model. Collect field measurements of coarse and fine sediment transport. Measure the bed load and suspended load. I will determine a stage/discharge relationship. I will use these field measurements to apply a numerical model to Rye Creek. MAST-1D is a numerical model for size-specific sediment transport and morphodynamic evolution. It couples channel and hillslope processes over decadal or longer timescales. Allows for lateral exchange of sediment and multiple grain sizes of transport. Grain size distributions will be determined both for the channel and the debris fans. By quantifying grain size distributions in the debris fans and their entrainment into the fluvial system, I will be able to introduce them to the numerical model as lateral sediment inputs which can be varied along the reach in MAST-1D. This key feature will allow me to model debris flows along the reach to explain how sediment delivered to the channel from post-fire debris flows is routed downstream. I’m aiming to simulate and quantify hillslope-channel connectivity through sediment routing from hillslope to channel and downstream. By creating a predictive model of sediment routing, I will also investigate how the pulses of material from debris flows are processed by the stream. Grain sizes Channel geometry

MAST-1D Objective – Create a routing model to develop long-term sediment budgets based on isotope fingerprints Describe movement of sediment in the channel and floodplain Account for production and decay of isotopes in storage Account for multiple sources of sediment Isotopic fingerprints are measured fallout radionuclide concentrations Sediment sources include in-channel, floodplain, and debris flows

Uses Rapid initial sensitivity analysis Informing the choice of a more complicated numerical model Fast run time allows for simulation of longer time periods Morphologic response to change in sediment supply Dam removal Post-fire debris flows Climate impact on discharge/fire frequency

Assumptions Fundamental assumption – Sediment deposited on the floodplain is equal to that which is eroded from the floodplain Mass balance: Inputs = Outputs Simplified geometry – channel and floodplain cross sections are rectangular and smoothly vary downstream Channel exchanges sediment with the substrate and surface active layer Steady and uniform flow

Temporal/Spatial Scale Timestep normally weeks – one month Dependent on hydrograph quality and rapidity of analysis Spatial scale of river channel plus floodplain Reliant on frequency of cross section survey data

Input Drivers

Model cross section Input parameters specified at each red node Sediment exchange via migration, width change, or vertical change

Computations I + O = ΔS Bed elevation – modified Exner equation Total sediment volume in all reservoirs

A Key Outputs Bed elevation and median active layer sediment size (D50) Bank response to sediment starvation or influx B C A Migration rate input for each run Bed change relative to initial bed position D50 in active layer B C

Channel evolution A B A Below-capacity run, bed elevation is fixed At-capacity run, bed elevation can evolve B

Questions?