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Applications of GIS to River Management: Recent developments in the Great Lakes Basin M. J. Wiley & M. Omair School of Natural Resources and Environment University of Michigan, Ann Arbor
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Why are we here? To learn about research and conservation activities in the Gangan Basin To explore possibilities of collaborative research focusing on River Ecosystem Management
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Crop Developed Forest Shrubland Grassland Barren Land cover within 5km of the river Percent 80 60 40 20 0 Ganga Watershed St. Lawrence Watershed Land cover within 5km of the river Percent 80 60 40 20 0 Crop Developed Forest Shrubland Grassland Barren
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Applications of GIS to River Management: Recent developments in the Great Lakes Basin 1.Ecosystem Management Approach: GIS plays a central 2.Classification frameworks for regional Ecological Modeling, Inventory & Assessment The ecological complexity of large river systems and the many, inter-related impacts of our own societies on this ecology, make practical management and restoration activities in large rivers particularly difficult What Is GIS? Geographic Information System Spatially explicit relational database system and mapping tools
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1.Ecosystem Management Approach: Wholistic, Collaborative, Stake-holder Sensitive River Planning and Management
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MREMS website(s) rivers.snre.umich.edu/mrems_www/index.htm www.gvsu.edu/wri/isc/
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1.Regional landscape-scale modeling (raster cover modeling) 2.Ecological Unit Classification and Regional River Mega-modeling 2. GIS-linked Computer modeling provides one tool for regional river-based planning and management: Muskegon River and Grand Traverse examples
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Simulated Water Table Elevations Model provides a reasonable prediction of USGS measured heads Courtesy Drs. B. Pijanowski and D.Hynman, MSU
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Land Use Change (40 years) Decreased heads due to lower recharge rates in urbanizing areas Influence of Land Use Changes in recharge rates may affect regional gradients Linked Model Can Explore Changes in Water Table Elevations Due to Land Use Change Courtesy Drs. B. Pijanowski and D.Hynman, MSU
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Simulated Nitrate from Agriculture 10 years 50 years Concentration (mg/l) Courtesy Drs. B. Pijanowski and D.Hynman, MSU
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2. Ecological Classification frameworks for regional Ecological Inventory, Modeling and Assessment Michigan Rivers Inventory VSEC units MAP 280 main stem river segments and 2000+ tributary units [mri-vsec v1.0]
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What is Ecological Classification? Hydrologic character Biological character Chemical character Identifying the “fundamental units of nature” (Tansley 1935) Geomorphic character Integrated multi-factor [Ecological] Character of a River Segment
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Structural Ecosystem Units The relatively homogeneous river segments we encounter having distinctive biology, temperature, chemistry, etc.; Valley Segment Ecological Unit = Biogeocoenose = Ecosystem type these are local structural expressions of functional watershed units structural and functional units of river ecosystems Functional Ecosystem Units Watersheds { = Landscape (Regional) ecosystems? }
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Raisin River mainstem units
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Lake Michigan Tributary Systems Basin-wide hydrologic assessment of classification units useful for regional fisheries resource And water quality planning Example applications: regional inventory
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Example application: River Otter (Kotanchik 1997) MDNR Trapping record PCB threshold Hg threshold
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Otter and contaminant data aligned on MRI-VSEC segments Otters present high trapping success PCB contaminated Hg contaminated both
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Logistic modeling of Otter distribution Logistic Regression Results Prediction success: 83% Primary predictors: - Extreme hydrologies - PCB contamination - Urban development - Ag development + conifer forests Using moderls to plan restoration
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1820 1995 2020 2040 Regional River Mega-Modeling links raster, and VSEC unit modeling, and data inventories into an integrated, GIS compatible Decision Support System
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MREMS VSEC Modeling framework Valley Segment Ecological Classification Unit (Seelbach et al. 1997) All raster and watershed modeling input & output is referenced to the VSEC channel units map and can be displayed in GIS format Integrating raster and channel based models In a GIS framework yields a powerful tool For planning and comunication
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An illustration, from the current Muskegon River study, of our method for linking valley scale ecological classification (VSEC) units to landscape sensitive models. A.. Sample sites are used to represent the entire VSEC unit they occur in, based on the mapping objective of ecological homogeneity. B.VSEC unit ID # is used to geo-reference and query the associated catchment, buffers, site databases etc. C. Query results are used as inputs for regional models of relevant processes as illustrated here for soluble phosphate load. All segments are processed simultaneously in a matrix modeling environment. Once modeling is completed predicted results are mapped back into the GIS using the VSEC spatial framework. Coupled to changing input data sources on landcover distributions, this process can generate both forecasts and hind-casts of ecological status.
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50 40 30 20 10 0 past present future River classification based assessment and modeling techniques retain high spatial resolution across large regional assessments, and are being used by The Nature Conservancy to map the entire Great Lakes Basin for conservation planning; by the USGS Aquatic GAP Program for the Great Lakes Basin; also in a new Three-State Regional Assessment Project; and in Muskegon River Basin Initiative. Soluble P per day at high flow (g/d)
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The same modeling approaches can be used to organize and interpret biological resource inventories and to identify future risks to river biodiversity
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Why are we here? To learn about research and management activities in the Gangan Basin To explore possibilities of collaborative research on River ecosystem management
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Generalized Methodology Inventory and Data compilation Landscape analysis leading to regional modeling Ecological Classification Modeling of reference condition Status Assessment Risk Assessment
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An illustration, from the current Muskegon River study, of our method for linking valley scale ecological classification (VSEC) units to landscape sensitive models. A.. Sample sites are used to represent the entire VSEC unit they occur in, based on the mapping objective of ecological homogeneity. B.VSEC unit ID # is used to geo-reference and query the associated catchment, buffers, site databases etc. C. Query results are used as inputs for regional models of relevant processes as illustrated here for soluble phosphate load. All segments are processed simultaneously in a matrix modeling environment. Once modeling is completed predicted results are mapped back into the GIS using the VSEC spatial framework. Coupled to changing input data sources on landcover distributions, this process can generate both forecasts and hind-casts of ecological status.
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Simulate Human Impact Scenarios Does urbanization alter hydraulic head? –What does the future look like? Land Transformation Modeling Project
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Au Sable River mainstem units
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I.Upper River 42 vsec units characteristic fishes pike rock bass II. Mid River 46 vsec units characteristic fishes walleye (Smb, burbot) brown trout seasonal Excellent salmonid tribs Clam Hersey Bigelow Cedar III. Lower River; 19 vsec units: pretty much everything Ecological Channel Units [MRI_VSEC v1.1] Muskegon River Lake Michigan Drainage ~2900 square miles
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