ECO-PTM Paper

Description

The Department of Water Resources Modeling Support Office, in collaboration with the United States Geological Survey (USGS), has developed an individual-based ecological particle tracking model (ECO-PTM). Based on a random walk theory, the model tracks individual particles’ travel time, routing and survival in a flow field simulated by the Delta Simulation Model 2 hydrodynamic module (DSM2 HYDRO). The random walk particles are parameterized to have fish-like swimming behaviors including upstream/downstream swimming, probabilistic holding behaviors, and stochastic swimming velocities. Particle routing at key junctions is based on well-established statistical models, and route-specific survival is calculated using the XT mean free-path length model. Behavioral parameters were estimated by fitting several competing models to a multiyear dataset of travel times from acoustic tagged juvenile salmon. The model’s baseline simulations under historical flow conditions from 1991 to 2016 successfully replicated essential relationships between salmon outmigration survival and hydrodynamic conditions, consistent with previous studies and the STARS (Survival Travel Time and Routing Simulation) statistical simulation model. The paper and the supplementary materials detailing the model are available here.

Resources

Name Format Description Link
33 Behavioral Parameter Estimation and Goodness-of-fit https://data.cnra.ca.gov/dataset/38b9a926-5524-43b9-847b-23ebec245e23/resource/f7a99f77-ef46-4bc7-baf5-2539ce93a3c3/download/wang_etal_appendix_a_behavioral_sml_gof_revised.pdf
33 Estimating Parameters of the XT Model https://data.cnra.ca.gov/dataset/38b9a926-5524-43b9-847b-23ebec245e23/resource/61206721-929b-4d75-a57c-f35414aff604/download/ip163182_bao-approved-appendixb_resolved.pdf

Tags

  • particle-tracking
  • dsm2
  • eco-ptm
  • usgs
  • california-department-of-water-resources
  • dwr

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