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An open source version of the Nonpoint-Source Pollution and Erosion Comparison Tool

An open source version of the Nonpoint-Source Pollution and Erosion Comparison Tool. Shan Burkhalter, Matt Pendleton 8 August, 2012. Outline. Background Getting started Installation Activation Basic analysis Advanced analysis. Background. Why this tool? Why open source?

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An open source version of the Nonpoint-Source Pollution and Erosion Comparison Tool

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  1. An open source version of the Nonpoint-Source Pollution and Erosion Comparison Tool Shan Burkhalter, Matt Pendleton 8 August, 2012

  2. Outline • Background • Getting started • Installation • Activation • Basic analysis • Advanced analysis

  3. Background • Why this tool? • Why open source? • What does OpenNSPECT do? • What do you need to run it? • What does it produce? • Who else has used it? • How can you get involved?

  4. Why this tool? • Hawai‘i managers needed a simple, quick screening tool • Usable in a public setting • Could run on a laptop • Initially applied in Wai‘anae region in O‘ahu, Hawai‘i • Pressure from residential development • Sensitive coastal habitats • 2004: Esri ArcGIS 8.x extension • Updated for 9.0, 9.1, 9.2, 9.3 • 2011: OpenNSPECT

  5. Why Open Source? • N-SPECT Requirements • Esri ArcGIS Desktop • Spatial Analyst Extension • ArcGIS 10 changes • Customer requests • “easy, online and free” • MapWindow • GeoTools 2007 • EPA BASINS

  6. Open Source and ESRI versions • Strengths • Speed • “Free” • Community support • Weaknesses • Different program • learning curve, anxiety, distrust • Some features missing • Community support

  7. What does OpenNSPECT do? • Water quality screening tool • Spatially distributed (raster-based) pollutant and sediment yield model • Compares the effects of different land cover and land use scenarios on total yields • User friendly graphical interface within a GIS environment

  8. Processes Simulated • Topography determines flow direction and slope • Soil characteristics, land cover, andprecipitation determine runoff • Runoff, land cover, and pollutant coefficients determine pollutant loads • Runoff, topography, soil characteristics, and land coverdetermine sediment loads

  9. Uses Existing Approaches • Rainfall runoff • Soil Conservation Service (SCS) curve number technique • Nonpoint pollutant • Event mean concentration technique • Sediment erosion • Universal Soil Loss Equation (USLE) • Modified (MUSLE) • Revised (RUSLE)

  10. Assumptions/Limitations • Omitted processes • Stormwater drainage • Stream diversions • Snowmelt • Landslides • No time component for • Runoff dynamics • Sediment redeposition • Pollutant dynamics Source: NASA Earth Science Enterprise

  11. What do you need to run it? • National sources* • Land cover data • Topography • Precipitation • Soils data • Pollutant coefficients • Rainfall erosivity • Local sources • Water quality standards • Additional pollutant coefficients *Local “tuning” improves accuracy

  12. Topography • Defines flow direction, stream networks, watersheds • Default • U.S. Geological Survey (USGS) 30 m resolution digital elevation model • Resolution impacts processing speed and file size

  13. Land Cover • Foundation for runoff quantity, sediment yield, pollutant yield • Default • Coastal Change Analysis Program (C-CAP) • 30 m resolution • Flexible • Can easily substitute any land cover grid

  14. Soils • Runoff and erosion estimates are dependent upon soils and land cover • Default • SSURGO soils† • County level resolution • Infiltration rate • Hydrologic group • Soil erodibility • K-factor † Soil Survey Geographic Database provided by the Natural Resources Conservation Service

  15. Precipitation • Derived from point estimates or modeled • OSU PRISM data • Annual average • Single event rainfall

  16. Pollutants • Pollutant coefficients • Event mean concentrations • Land cover specific • Defaults • Nitrogen • Phosphorus • Lead • Zinc • User–definable • New pollutants • New coefficients • Different criteria

  17. What does it produce? • Runoff volume • Accumulated runoff • Sediment yield • Accumulated sediment load • Pollutant yield • Accumulated pollutant load • Pollutant concentration

  18. Flow directions derived from topography Precipitation grid provides amount of rainfall Uses soils and land cover data to estimate volume of runoff Validated Baseline Runoff Flow direction

  19. Estimates total annual sediment load delivered to coast Provides a conservative estimate A “worst-case” scenario Baseline Erosion

  20. Baseline Nitrogen • Estimates total annual pollutant load delivered to coast • Focuses attention on source areas

  21. Baseline Nitrogen • Estimates total annual pollutant concentration • Focuses attention on source areas

  22. Who else is using it? • Pelekane Bay, Hawaii • Sediments from extreme events.

  23. Who else is using it? • Kingston Lake Watershed Association, near Conway, SC • Nutrient loads under different growth scenarios

  24. Getting involved • OpenNSPECT: • Nspect.codeplex.com • MapWindow.org • Esri N-SPECT: • www.csc.noaa.gov/nspect • NSPECT listserver • https://csc.noaa.gov/mailman/listinfo/n-spect-community

  25. Project Contacts: Dave Eslinger, Project lead Dave.Eslinger@noaa.gov 843-740-1270 Shan Burkhalter Shan.Burkhalter@noaa.gov 843-740-1275 Matt Pendleton Matt.Pendleton@noaa.gov 843-740-1196 Questions?

  26. Example Application • Makaha Valley, O‘ahu, Hawai‘i • Annual time scale • “What-if” scenario • Baseline • Land cover change • New residential development • Comparison

  27. Land Cover Change Scenario • Develop a subdivision • Change scrub/shrub vegetation to low intensity development

  28. Nitrogen (Pre-Change) • Baseline • Low nitrogen runoff • Add scenario

  29. Nitrogen (Post-Change) • Compare baseline estimate to the new estimated load • Can calculate the difference in annual nitrogen load

  30. Download OpenNSPECT: www.csc.noaa.gov/nspect Today’s Trainer: Shan Burkhalter Shan.Burkhalter@noaa.gov 843-740-1275 Project Contacts: Dave Eslinger, Project lead Dave.Eslinger@noaa.gov 843-740-1270 Shan Burkhalter Shan.Burkhalter@noaa.gov 843-740-1275 Matt Pendleton Matt.Pendleton@noaa.gov 843-740-1196 Questions?

  31. Outline • Background • Getting started • Installation • Activation • Import new data • Basic analysis • Advanced analysis

  32. MapWindow GIS • Free • Open-source • Desktop GIS • Developer driven applications (plugins) • OpenNSPECT • BASINS • 3D Viewer

  33. Installation • Two-part installation • MapWindowGIS • OpenNSPECT • Contents of C:\NSPECT

  34. Activation • Open MapWindowGIS • MapWindow Pull-Down Menu, select Plug-ins > OpenNSPECT

  35. Outline • Background • Getting started • Basic analysis • Baseline • Exercise 1 - Accumulated effects • Exercise 2 - Local effects • Conclusion • Advanced analysis

  36. Basic Analysis • Baseline analyses • Objective • Run a basic analysis with OpenNSPECT and produce baseline runoff, erosion, and pollutant load data sets for an annual time scale. • Important Learning Objectives: • Gain familiarity with the OpenNSPECT user interface. • Learn which data sets are necessary to run the model. • Understand the properties associated with the Pollutants tab. • Understand the properties associated with the Erosion tab. • Understand the function of the Local Effects Only option. • Learn to visually assess the data output.

  37. Exercise 1 • Baseline analysis (accumulated effects) • Accumulated runoff, nonpoint source pollutants, and eroded sediments are estimated. • Accumulated effects include: • Expected pollutant or sediment concentration at a cell. • Contributions from upstream cells. • Page 3

  38. Exercise 2 • Baseline analysis (local effects) • Local effects of runoff, nonpoint source pollution, and erosion are estimated. • Local effects include expected pollutant or sediment concentration at a cell without upslope contributions. • Page 5

  39. Exercises 1 and 2 Results • Baseline runoff, sediment loads, and nitrogen concentrations (accumulated and nonaccumulated) • Model outputs are representative of the landscape conditions during the time at which the input data was collected. • Visual interpretation • Topography was associated with the shape and density of drainage networks. • Land cover types were associated with various degrees of sediment and pollutant loads.

  40. Exercise 1 Results

  41. Exercise 2 Results

  42. Outline • Background • Getting started • Basic analysis • Advanced analysis • Management scenario • Exercise 3 – Accumulated and Local effects • Alternative land use • Exercise 4 - Accumulated effects

  43. Advanced Analysis • Management scenario analyses • Objective • Run an analysis that incorporates a hypothetical management scenario and examines the potential changes to runoff, erosion, and pollution. • Important Learning Objectives: • Understand the properties associated with the Management Scenarios tab. • Learn to incorporate a management scenario. • Learn to quantitatively evaluate the data output. • Understand the relative contributions of different land cover classes to nonpoint source pollution.

  44. Exercises 3 • Management scenario • Integration of a hypothetical land management scenario • Grassland and scrub/shrub converted to low intensity developed land. • Local effects of runoff, nonpoint-source pollution, and erosion are estimated. • Accumulated effects of runoff, nonpoint-source pollution, and erosion are estimated. • Comparison to baseline results. • Page 8

  45. Exercise 3 Results Baseline • Nitrogen yields (mg) • Baseline conditions • Low density residential management scenario • Difference between A and B • The 0.2 km2 development is predicted to yield an additional 86.7 kilograms of nitrogen under the alternative land management scenario (a 138 percent increase). Management Comparison % Change

  46. Exercise 4 Results • Nitrogen yields (mg) • This translates to a 0.5 percent increase in the accumulated nitrogen load for the entire 14.1 km2 watershed.

  47. Advanced Analysis • Alternative land use scenario analysis • Objective • Run an analysis with a new land use scenario and produce modified runoff, erosion, and pollutant load data sets for an annual timescale. • Important learning objectives: • Understand the properties associated with the Land Use tab. • Learn to parameterize a new land use scenario. • Learn to quantitatively evaluate the data output.

  48. Exercise 5 • Alternative land use scenario (accumulated effects) • Integration of a hypothetical land use scenario • New pollutant coefficients defined for a golf course. • Accumulated effects of runoff, nonpoint source pollution, and erosion are estimated. • Comparison to baseline results. • Page 16

  49. Exercise 5 Results • Net decrease in accumulated nitrogen load • Land cover beneath the golf course polygon was recoded. • SCS curve numbers control runoff volume. • Runoff volume controls pollutant load.

  50. Download OpenNSPECT: www.csc.noaa.gov/nspect Today’s Trainer: Shan Burkhalter Shan.Burkhalter@noaa.gov 843-740-1275 Project Contacts: Dave Eslinger, Project lead Dave.Eslinger@noaa.gov 843-740-1270 Shan Burkhalter Shan.Burkhalter@noaa.gov 843-740-1275 Matt Pendleton Matt.Pendleton@noaa.gov 843-740-1196 Questions?

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