lakesheds and riverscapes extending wisconsin's hydro database with landscape attributes - aaron...

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Lakesheds and Riverscapes: Extending Wisconsin’s Hydro Database with Landscape Attributes Aaron Ruesch, Matt Diebel, and Diane Menuz WI DNR Bureau of Science Services Fisheries and Aquatic Sciences Research

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  • 1. Lakesheds and Riverscapes: Extending Wisconsins Hydro Database with Landscape Attributes Aaron Ruesch, Matt Diebel, and Diane Menuz WI DNR Bureau of Science Services Fisheries and Aquatic Sciences Research

2. Important people Matt Diebel, WDNR Diane Menuz, WDNR John Lyons, WDNR Jana Stewart, USGS Steve Westenbroek, USGS Mike Kakuska, CARPC 3. 1970 1980 1990 2000 2010 Present USGS completes 100K DLGs USGS/EPA 100K NHD USGS releases 24K NHD USGS draws HUC levels 4-11 USGS -- HUC12s EPA -- RF3s EPA/Horizon Systems NHDPlus V1 and V2 (100K) Hydrologic mapping: the last 40 years 4. 1970 1980 1990 2000 2010 Present USGS completes 100K DLGs USGS/EPA 100K NHD USGS releases 24K NHD USGS draws HUC levels 4-11 USGS -- HUC12s EPA -- RF3s EPA/Horizon Systems NHDPlus V1 and V2 (100K) Hydrologic mapping: the last 40 years 5. 1970 1980 1990 2000 2010 Present USGS completes 100K DLGs USGS/EPA 100K NHD USGS releases 24K NHD USGS draws HUC levels 4-11 USGS -- HUC12s EPA -- RF3s EPA/Horizon Systems NHDPlus V1 and V2 (100K) Hydrologic mapping: the last 40 years 6. 1970 1980 1990 2000 2010 Present USGS completes 100K DLGs USGS/EPA 100K NHD USGS releases 24K NHD USGS draws HUC levels 4-11 USGS -- HUC12s EPA -- RF3s EPA/Horizon Systems NHDPlus V1 and V2 (100K) Hydrologic mapping: the last 40 years 7. NHDPlus NHDPlus is an integrated suite of application- ready geospatial data sets that incorporate many of the best features of the National Hydrography Dataset (NHD), the National Elevation Dataset (NED), and the Watershed Boundary Dataset (WBD). http://www.horizon-systems.com/nhdplus/ 8. NHDPlus http://www.horizon-systems.com/nhdplus/ 9. NHDPlus http://www.horizon-systems.com/nhdplus/ 10. NHDPlus Flow direction Stream order Climate Land-cover Elevation Gradient 11. NHDPlus is FANTASTIC, but Internally draining lakesheds often not delineated 12. NHDPlus is FANTASTIC, but Internally draining lakesheds often not delineated 13. NHDPlus is FANTASTIC, but Internally draining lakesheds often not delineated 1:100k, derived from 30m DEM 1:24k, 10m DEM, available 14. NHDPlus is FANTASTIC, but Internally draining lakesheds often not delineated 1:100k, derived from 30m DEM 1:24k, 10m DEM, available 1:24k WI hydro geometry does not conform to national geometry 15. NHDPlusV2 released (100K) 1970 1980 1990 2000 2010 Present Hydrologic mapping: the last 40 years WDNR delineates HUC16s and 24K riparian zone with value-added attributes for WI and boundary waters 16. WDNR HUC16s 160,000 total features Including boundary waters 17. Lake Geneva Resort and Spa 18. Lake Geneva Resort and Spa 19. Dimensions of Attribution 1. Channel Brenden, T.O., et al., 2006 20. Dimensions of Attribution 1. Channel Riparian 2. Incremental 3. CumulativeBrenden, T.O., et al., 2006 21. Dimensions of Attribution 1. Channel Riparian 2. Incremental 3. Cumulative Watershed 4. Incremental 5. CumulativeBrenden, T.O., et al., 2006 22. Dimensions of Attribution 997 Total Attributes including Channel Sinuosity Distance to nearest lake, Great Lake Gradient Riparian and watershed Drainage area, average slope Surficial geology, Soil Permeability, bedrock depth Land cover, Presettlement 2050 (modeled and observed) Amenable to incorporating additional project- specific attributes 23. How is this database useful? Modeling fish/insect natural communities in WI streams In the absence of major human impacts, the occurrence and abundance of fishes and invertebrates in Wisconsin streams is determined largely by stream flow and water temperature []. Of particular importance are the maximum water temperature and minimum flow in summer. John Lyons, WDNR report, 2008 24. How is this database useful? Modeled daily stream temperature for historic period (1990-2000) and forecasted for two periods in coming century (2046-2065 and 2081-2100) Used artificial neural network modeling framework to select the primary drivers of daily stream temperature Drivers included static watershed characteristics and dynamic weather metrics Stewart, J. et al. (2006) 7th International Conference on Hydroinformatics 25. West Fork Kickapoo River Popular Fly Fishing destination Featured in Trout Unlimiteds Guide to Americas 100 Best Trout Streams Fishes dependent on cold water 26. Static Watershed Characteristics Channel Sinuosity Riparian Darcy GW velocity Watershed Darcy GW velocity Drainage area Urban land cover Ag land cover Wetland land cover Open water 27. Channel Sinuosity Riparian Darcy GW velocity Watershed Darcy GW velocity Drainage area Urban land cover Ag land cover Wetland land cover Open water Static Watershed Characteristics 28. Static Watershed Characteristics Channel Sinuosity Riparian Darcy GW velocity Watershed Darcy GW velocity Drainage area Urban land cover Ag land cover Wetland land cover Open water 29. Static Watershed Characteristics Channel Sinuosity Riparian Darcy GW velocity Watershed Darcy GW velocity Drainage area Urban land cover Ag land cover Wetland land cover Open water 30. Static Watershed Characteristics Channel Sinuosity Riparian Darcy GW velocity Watershed Darcy GW velocity Drainage area Urban land cover Ag land cover Wetland land cover Open water 31. Static Watershed Characteristics Channel Sinuosity Riparian Darcy GW velocity Watershed Darcy GW velocity Drainage area Urban land cover Ag land cover Wetland land cover Open water 32. Static Watershed Characteristics Channel Sinuosity Riparian Darcy GW velocity Watershed Darcy GW velocity Drainage area Urban land cover Ag land cover Wetland land cover Open water 33. Static Watershed Characteristics Channel Sinuosity Riparian Darcy GW velocity Watershed Darcy GW velocity Drainage area Urban land cover Ag land cover Wetland land cover Open water 34. Dynamic Weather Metrics Daily air pressure, air temperature, dew point, precipitation, and solar radiation signals were combined to produce derivative statistics of: Air temperature and Soil water balance Stewart, J. et al. (2006) 7th International Conference on Hydroinformatics 35. Daily Stream Temperature Estimates Stewart, J. et al. (2006) 7th International Conference on Hydroinformatics Observed Modeled 36. Daily Stream Temperature Estimates Stewart, J. et al. (2006) 7th International Conference on Hydroinformatics Observed Modeled 37. Daily Stream Temperature Estimates Stewart, J. et al. (2006) 7th International Conference on Hydroinformatics Observed Modeled X X X X X X X X X X X X X X 38. Max. Annual Stream Temperature 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 Diebel, M., Lyons, J., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep < 17 17-18 18-19 19-20 20-21 21-22 22-23 > 23 Temperature (C) 39. Max. Annual Stream Temperature 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 < 17 17-18 18-19 19-20 20-21 21-22 22-23 > 23 Temperature (C) Diebel, M., Lyons, J., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep 40. Max. Annual Stream Temperature 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 < 17 17-18 18-19 19-20 20-21 21-22 22-23 > 23 Temperature (C) Diebel, M., Lyons, J., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep 41. Max. Annual Stream Temperature 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 < 17 17-18 18-19 19-20 20-21 21-22 22-23 > 23 Temperature (C) Diebel, M., Lyons, J., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep 42. Max. Annual Stream Temperature 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 < 17 17-18 18-19 19-20 20-21 21-22 22-23 > 23 Temperature (C) Diebel, M., Lyons, J., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep 43. Max. Annual Stream Temperature 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 < 17 17-18 18-19 19-20 20-21 21-22 22-23 > 23 Temperature (C) Diebel, M., Lyons, J., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep 44. Max. Annual Stream Temperature 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 < 17 17-18 18-19 19-20 20-21 21-22 22-23 > 23 Temperature (C) Diebel, M., Lyons, J., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep 45. Max. Annual Stream Temperature 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 < 17 17-18 18-19 19-20 20-21 21-22 22-23 > 23 Temperature (C) Diebel, M., Lyons, J., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep 46. Max. Annual Stream Temperature 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 < 17 17-18 18-19 19-20 20-21 21-22 22-23 > 23 Temperature (C) Diebel, M., Lyons, J., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep 47. Max. Annual Stream Temperature 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 < 17 17-18 18-19 19-20 20-21 21-22 22-23 > 23 Temperature (C) Diebel, M., Lyons, J., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep 48. Max. Annual Stream Temperature 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 < 17 17-18 18-19 19-20 20-21 21-22 22-23 > 23 Temperature (C) Diebel, M., Lyons, J., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep 49. Stream Temperature and Climate Change Diebel, M., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep PRESENT 2050s 2080s 50. Stream Biology and Climate Change Diebel, M., Menuz, D., Ruesch, A., Stewart, J., Westenbroek, S., in prep PRESENT 2050s 2080s Cold Headwater Cold Mainstem Cool Cold Headwater Cool Cold Mainstem Cool Warm Headwater Cool Warm Mainstem Ephemeral Macroinvertebrates Natural Community 51. Other Applications Comparable to US Census Various spatial units combined with rich tabular data for answering geographic questions Applications of Hydro database Assessment of hydrologic status and change Nutrient loading Lake classification Aquatic and riparian species distr./abund. 52. Future Directions Model flow/discharge recurrence intervals for all ungauged HUC16s in WI 53. Future Directions Model flow/discharge recurrence intervals for all ungauged HUC16s in WI Use stream temperature and flow estimates for assessing biological natural communities 54. Future Directions Model flow/discharge recurrence intervals for all ungauged HUC16s in WI Use stream temperature and flow estimates for assessing biological natural communities Make database accessible to public within the next year 55. Future Directions Model flow/discharge recurrence intervals for all ungauged HUC16s in WI Use stream temperature and flow estimates for assessing biological natural communities Make database accessible to public within the next year Incorporate HUC16s into DNR web viewers 56. 90% Exceedance Flow Max Annual Temperature Natural Community Gradient Percent Agriculture Percent Forest Percent Wetland Click here for more 5 cfs 23 C / 73 F Cold Mainstem 2% 20% 30% 2% 57. QUESTIONS? [email protected] 58. Weather and Stream Temperature 19.5 20 20.5 21 21.5 22 22.5 23 0 5 10 15 20 25 Max.AnnualStreamTemperature(C) Total Summer Precipitation (inches) 59. Weather and Stream Temperature 19.5 20 20.5 21 21.5 22 22.5 23 23.5 29 30 31 32 33 34 35 Max.AnnualStreamTemperature(C) Max. Annual Air Temperature (C) 60. The Seine, France 1770 61. Western U.S. 1796 J.B. Trudeau expedition 62. Upper Mississippi 1843 Joseph Nicolas Nicollet maps the John Charles Fremont expedition