Landscape factors influencing lake phosphorus concentrations across Minnesota

Lake and Reservoir Management

Volumn 29, Issue 1, 2013, Pages 1-12

  Cross, Timothy K ^a   Jacobson, Peter C ^a  

^a MINNESOTA DEPARTMENT OF NATURAL RESOURCES   (United States)

Author keywords

Lakes; Land Use; Landscape; Minnesota; Phosphorus; Threshold

Indexed keywords

EID: 84878309185     PISSN: 07438141     EISSN: 10402381     Source Type: Journal    
DOI: 10.1080/10402381.2012.754808     Document Type: Article

References (54)

1. Alexander RB, Smith RA, Schwarz GE. 2004. Estimates of diffuse phosphorus sources in surface waters of the United States using a spatially referencedwatershed model.Water Sci Technol. 49(3):1-10. (Pubitemid 38379748)
2. Barr Engineering. 2004. Detailed assessment of phosphorus sources to Minnesota watersheds. St. Paul (MN): Report to the Minnesota Pollution Control Agency.
3. Breiman L. 2001. Statistical modeling: The two cultures. Stat Sci. 16(3):199-231. (Pubitemid 33636349)
4. Brett MT, Benjamin MM. 2008. A review and reassessment of lake phosphorus retention and the nutrient loading concept. Freshw Biol. 53:194-211. (Pubitemid 350256587)
5. Brezonik PL. 2002. Cumulative impacts of development in lakes in the north central hardwoods forest ecoregion of Minnesota: And exploratory study. Minneapolis (MN): University of Minnesota Water Resources Center Technical Report 144.
6. Carpenter SR, Caraco NF, Correll DL,Howarth RW, Sharpley AN, Smith VH. 1998. Nonpoint pollution of surface waters with phosphorus and nitrogen. Ecol Appl. 8:559-568. (Pubitemid 28381987)
7. Catherine A, Mouillot D, Escoffier N, Bernard C, Troussellier M. 2010. Cost effective prediction of the eutrophication status of lakes and reservoirs. Freshw Biol. 55:2425-2435.
8. Cheruvelil KS, Soranno PA, Bremigan MT, Wagner T, Martin SL. 2008. Grouping lakes for water quality assessment and monitoring: The roles of regionalization and spatial scale. Environ Manage. 41(3):425-440.
9. Clark BJ, Paterson AM, Jeziorski A, Kelsey S. 2010. Assessing variability in total phosphorus measurements in Ontario lakes. Lake Reservoir Manage. 26:63-72.
10. Cleland DT, Avers PE, McNab WH, Jensen ME, Bailey RG, King T, Russell WE. 1997. National Hierarchical Framework of Ecological Units. In: Boyce MS, Haney A, editors. Ecosystem management applications for sustainable forest and wildlife resources. New Haven (CT): Yale University Press. p. 181-200.
11. Crosbie B, Chow-Fraser P. 1999. Percentage land use in the watershed determines the water and sediment quality of 22 marshes in the Great Lakes basin. Can J Fish Aquat Sci. 56:1781-1791. (Pubitemid 129495684)
12. Cross TK, McInerny MC. 2005. Spatial habitat dynamics affecting bluegill abundance in Minnesota bass-panfish lakes. N Am J Fish Manage. 25:1052-1066.
13. Crowder AA, Smol JP, DalrympleR,GilbertR,Mathers,A, Price J. 1996. Rates of natural and anthropogenic change in shoreline habitats in the Kingston Basin, LakeOntario.Can J FishAquat Sci. 53(S1):121-135.
14. Cummins JF, Grigal DF. 1981. Legend to map soils and land surfaces of Minnesota 1980. St. Paul (MN): University of Minnesota Department of Soil Science Soil Series No. 110, Miscellaneous Publication 11.
15. Drake MT, Pereira DL. 2002. Development of a fish-based index of biotic integrity for small inland lakes in central Minnesota. N Am J Fish Manage. 22:1105-1123. (Pubitemid 35442167)
16. Endreny TA,Wood EF. 2003.Watershed weighting of export coefficients to map critical phosphorus loading areas. J AmWater Resour As. 39:165-181. (Pubitemid 36345702)
17. Hasler AD. 1947. Eutrophication of lakes by domestic drainage. Ecology. 28:383-395.
18. Heathwaite AL. 2010. Multiple stressors on water availability at global to catchment scales: Understanding human impact on nutrient cycles to protect water quality and water availability in the long term. Freshw Biol. 55:241-257.
19. Heiskary SA, Swain EB, Edlund MB. 2004. Reconstructing historical water quality in Minnesota lakes from fossil diatoms. St. Paul (MN): Minnesota Pollution Control Agency Environmental Bulletin Number 4; [cited 4 May 2012]. Available from http://www.pca.state.mn.us/index.php/viewdocument. html?gid = 11453
20. Heiskary SA, Wilson CB, Larsen DP. 1987. Analysis of regional patterns in lake water quality: Using ecoregions for lake management in Minnesota. Lake Reservoir Manage. 3:337-344.
21. Heiskary SA, Wilson CB. 2005. Minnesota lake water quality assessment report: Developing nutrient criteria. St. Paul (MN): Minnesota Pollution Control Agency; [cited 4 May 2012]. Available from http://www.pca.state.mn.us/index. php/viewdocument. html?gid=6503
22. Heiskary SA, Wilson CB. 2008. Minnesota's approach to lake nutrient criteria development. Lake Reservoir Manage. 24:282-297.
23. Homer C, Huang C, Yang L,Wylie B, CoanM. 2004. Development of a 2001 National Land Cover Database for theUnited States. Photogram Eng Rem S. 70:829-840. (Pubitemid 39081754)
24. HoyerMV, Canfield DE Jr. 1996. Largemouth bass abundance and aquatic vegetation in Florida Lakes: An empirical analysis. J Aquat Plant Manage. 34:23-32.
25. James WF, Barko JW, Eakin HL, Sorge PW. 2002. Phosphorus budget and management strategies for an urban Wisconsin lake. Lake Reservoir Manage. 18:149-163.
26. Johnston CA, Shmagin BA. 2006. Scale issues in lake-watershed interactions: Assessing shoreline development impacts and water clarity. In: Wu J, Jones KB, Li H, Loucks OL, editors. Scaling and uncertainty analysis in ecology: Methods and applications. Netherlands: Springer. p. 297-313.
27. Jones JR, Knowlton MF, Obrecht DV, Cook EA. 2004. Importance of landscape variables and morphology on nutrients in Missouri reservoirs. Can J Fish Aquat Sci. 61:1503-1512. (Pubitemid 40078359)
28. Jones JR, Knowlton MF,Obrecht DV. 2008. Role of land cover and hydrology in determining nutrients in mid-continent reservoirs: Implications for nutrient criteria and management. Lake Reservoir Manage. 26:1-9.
29. Krysel C, Boyer EM, Parson C, Welle P. 2003. Lakeshore property values and water quality: Evidence from property sales in the Mississippi Headwaters Region.Walker (MN): Mississippi Headwaters Board; [cited 4 may 2012]. Available from http://www.friendscvsf.org/bsu study.pdf.
30. Latta WC. 1995. Distribution and abundance of the lake herring (Coregonus artedii) inMichigan. Lansing (MI): Michigan Department of Natural Resources Fisheries Division, Research Report Number 2014.
31. Liaw A, Wiener M. 2002. Classification and Regression by randomForest. R News. 2(3):18-22.
32. Liaw A, Wiener M. 2010. Breiman and Cutler's random forests for classification and regression version 4.6-2; [cited 4 May 2012]. Available from http://cran.r-project.org/web/packages/randomForest/randomForest.pdf.
33. Moyle JB. 1956. Some aspects of the chemistry of Minnesota surface waters and wildlife management. J Wildlife Manag. 20:303-320.
34. [MNDNR] Minnesota Department of Natural Resources. 2011. MNDNR data deli; [cited 4 May 2012]. Available from http://deli.dnr.state.mn.us/index.html
35. Neitsch SL, Arnold JG, Kiniry RR, Williams JR, King KW. 2002. Soil and water assessment tool theoretical documentation. College Station (TX): TexasWater Resources Institute,Report TR-191.
36. Nurnberg GK. 1995. The anoxic factor, a quantitative measure of anoxia and fish species richness in central Ontario lakes. Trans Am Fish Soc. 124:677-686. (Pubitemid 26482767)
37. Olden JD, Lawler JJ, Poff NL. 2008. Machine learning methods without tears: A primer for ecologists. Q Rev Biol. 83:171-193.
38. Omernik JM. 1987. Ecoregions of the continuous United States. Ann Assoc Am Geogr. 77:118-125.
39. Omernik JM. 2004. Perspectives on the nature and definitions of ecological regions. Environ Manage. 34:27-38.
40. Omernik JM, Chapman SS, Lillie RA, Dumke RT. 2000. Ecoregions of Wisconsin. T Wis Acad Sci. 88:77-103.
41. Omernik JM, Larsen DP, Rohm CM, Clarke SE. 1988. Summer total phosphorus in lakes: A map of Minnesota, Wisconsin, and Michigan, USA. Environ Manage. 12:815-825.
42. Prasad AM, Iverson LR, Liaw A. 2006. Newer classification and regression tree techniques: Bagging and random forests for ecological prediction. Ecosystems. 9:181-99.
43. R Development Core Team. 2011. R: A language and environment for statistical computing. R Foundation for Statistical Computing. Vienna, Austria; [cited 29 October 2012]. Available from http://www.R-project.org/
44. Ramstack JM, Fritz SC, Engstrom DR. 2004. Twentieth century water quality trends in Minnesota lakes compared with presettlement variability. Can J Fish Aquat Sci. 61:561-576. (Pubitemid 39017309)
45. Reckhow KH, Simpson JT. 1980. A procedure using modeling and error analysis for the prediction of lake phosphorus concentration form land use information. Can J Fish Aquat Sci. 37:1439-1448.
46. SAS. 2010. JMP 9 modeling and multivariate methods. Cary (NC): SAS Institute Incorporated.
47. Schupp D,Wilson B. 1993. Developing lake goals forwater quality and fisheries. Lakeline. 13(4):18-21.
48. Smith RA, Schwarz GE, Alexander RB, 1997, Regional interpretation of water-quality monitoring data. Water Resour Res. 33:2781-2798. (Pubitemid 27526636)
49. Soranno PA, Cheruvelil KS, Stevenson RJ, Rollins SL, Holden SW, Heaton S, Torng EK. 2008. A framework for developing ecosystem-specific nutrient criteria: Integrating biological thresholds with predictive modeling. Limnol Oceanogr. 53:773-787. (Pubitemid 351705426)
50. Soranno PA, Hubler SL, Carpenter SR, Lathrop RC. 1996. Phosphorus loads to surface waters: A simple model to account for spatial pattern of land use. Ecol Appl. 6:865-878.
51. Taranu ZE, Gregory-Eaves I. 2008. Quantifying relationships among phosphorus, agriculture, and lake depth at an interregional scale. Ecosystems. 11:715-725.
52. Tammi J, Lappalainen A, Mannio J, Rask M, Vuorenmaa J. 1999. Effects of eutrophication on fish and fisheries in Finnish lakes: A survey based on random sampling. Fish Manag Ecol. 6:173-186. (Pubitemid 29494277)
53. Umbanhowar CE Jr, Engstrom DR, Bergman EC. 2003. Reconstructing eutrophication and phosphorus loading for Lake Volney, Minnesota: Combining lake sediments and land-use history to establish 'natural' baselines for management and restoration. Lake Reserv Manage. 19:364-372.
54. [USFWS] United States Fish and Wildlife Service. 2002. 2001 National Survey of Fishing, Hunting, andWildlife-Associated Recreation. Washington, DC.