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Using Dynamic Linear Modeling to Characterize Hydrologic Regimes and Detect Flow Modifications at Multiple Temporal Scales The cascade of uncertainty that underscores climate impact assessments of regional hydrology undermines their value for long-term water resources planning and management. This study presents a statistical framework that quantifies and propagates the uncertainties of hydrologic model response through projections of future streamflow under climate change. Different sources of hydrologic model uncertainty are accounted for using Bayesian modeling. The distribution of model residuals is formally characterized to quantify predictive skill, and Markov chain Monte Carlo sampling is used to infer the posterior distributions of both hydrologic and error model parameters. Parameter and residual error uncertainties are integrated... Categories: Data, Publication; Types: Citation; Tags: AQUATIC ECOSYSTEMS, AQUATIC SCIENCES, CLIMATE CHANGE IMPACT ASSESSMENT MODELS, CONSERVATION, Completed, All tags... FISH, FISHERIES, HYDROLOGIC AND TERRESTRIAL WATER CYCLE MODELS, INDICATOR SPECIES, INDIGENOUS/NATIVE SPECIES, LAND SURFACE MODELS, LAND SURFACE TEMPERATURE, LANDSCAPE, LANDSCAPE ECOLOGY, LANDSCAPE PATTERNS, LANDSCAPE PROCESSES, LCC Network Science Catalog, MIGRATORY RATES/ROUTES, MODELS, Publication, RIVERS/STREAM, RIVERS/STREAMS, SALMONS/TROUTS, SPECIES MIGRATION, STREAM, STREAM, biota, biota, completed, environment, environment, inlandWaters, inlandWaters, Fewer tags Data in Support of Predicting Climate Change Impacts on Poikilotherms Using Physiologically Guided Species Abundance Models Fish catch and effort data for three species caught in gill nets and trap nets between 1988 and 2019 as part of Minnesota Department of Natural Resources (MNDNR) fisheries surveys conducted during the summer and early fall are included from over 1,300 Minnesota lakes. The three fish species included are: bluegill (Lepomis marochirus) a warm-water adapted species, yellow perch (Perca flavescens) a cool-water adapted species, and cisco (Coregonus artedi) a cold-water adapted species. Additional data concerning lake characteristics and surrounding land cover were also included. Mean July lake surface temperature was calculated using simulated daily water temperatures. Watershed land use including agricultural, barren,... Categories: Data, Publication; Types: Citation, Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: ecological modeling, fisheries, freshwater fish, water temperature