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Comparison of total phosphorus and microbial source tracking by land use type in the Lamoille
                                                                                                     River watershed
                                                                                                                                                                                                                                                           Greggory A Perry, Timothy R Thurston, and Robert Genter PhD
                                                                                                                                                                                                                                                                                                                                                                   Johnson State College, Johnson VT



           ABSTRACT                                                                                                                                                                                                                                      RESULTS                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      RIBOTYPING RESULTS

              •Phosphorous is a key nutrient essential to life. Too much however can                                                                                                                                                                       •The overall trends of the phosphorous discharge point to Agricultural sites producing the highest
              cause problems in an aquatic system. These problems can include an                                                                                                                                                                           amounts, followed by the impervious sites, while the forested sites show the lowest amount of daily
              overload of nutrients that cause turbidity and algae blooms (1)                                                                                                                                                                              discharge
              Phosphorous loading on a waterway is caused from a variety of factors,
              and these factors are in large part due to land use .                                                                                                                                                                                        •The source of E. coli in agricultural areas was predominantly from livestock.

              •The three different land types concentrated on in this study were                                                                                                                                                                           • The source of E. coli in impervious sites was also largely from livestock, but the contribution from
              agricultural, impervious ( urban ), and forested. The stream sections were                                                                                                                                                                   human sources increased to one-fourth of the isolates.
              classified based on the predominant surrounding and upstream land uses.
                                                                                                                                                                                                                                                           •The source of most isolates of E. coli in forested sites was unable to be determined, possibly because
              •Nineteen stream sections from tributaries in the Lamoille River drainage                                                                                                                                                                    wildlife were not included in the genetic library, but livestock were still the source for one-fourth of the
              basin were examined in the Summer of 2008 for amounts of total                                                                                                                                                                               E. coli isolated.
              phosphorus and fecal coliform bacterial contamination.

              •Total P concentrations in stream water were generally three times higher                                                                                                                                                                  PHOSPHOROUS DISCHARGE
              during a period of heavy precipitation in late July than during base flow
              in the middle of June. Some agricultural and impervious sites had total P                                                                                                                                                                                                                                                                                                            30                                                                                                        30                                                                                                        30
                                                                                                                                                                                                                                                                                                                                  140                         Mill Brook AG                                                                               140                   Brewster River IMP                                                                                   140       North Branch IMP
              concentrations comparable to reference forested sites, but impacted




                                                                                                                                                                                                                                                                                                                                                                                                                                     Concentration µg/l
                                                                                                                                                                                                                                                                                                                                                                                                   25                                                                                                        25                                                                      120                               25
                                                                                                                                                                                                                                                                                                                                  120                                                                                                                     120




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Concentration µg/l
                                                                                                                                                                                                                                                                                                             Concentration µg/l




                                                                                                                                                                                                                                                                                                                                                                                                        Discharge m 3




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Discharge m 3
                                                                                                                                                                                                                                                                                                                                  100                                                              20                                                                                                                                                                                100                               20




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Discharge m 3
                                                                                                                                                                                                                                                                                                                                                                                                                                                          100                                                20

              agricultural and impervious sites could have total P concentrations two to                                                                                                                                                     140          Mill Brook IMP         30
                                                                                                                                                                                                                                                                                                                                   80
                                                                                                                                                                                                                                                                                                                                   60
                                                                                                                                                                                                                                                                                                                                                                                                   15                                                      80
                                                                                                                                                                                                                                                                                                                                                                                                                                                           60
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             15
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      80
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      60
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       15

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       10
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     140                                                             North Branch F          30

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             25
                                                                                                                                                                                                                                                                                                                                                                                                   10                                                                                                        10                                                                       40                                                                                             120




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Concentration µg/l
              twenty-fold higher than forested sites during base flow and storm events.                                                                                                                                                      120                                 25                                                40                                                                                                                      40
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       5                                                             100                                                                                     20




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Discharge m 3
                                                                                                                                                                                                                 Concentration µg/l




                                                                                                                                                                                                                                                                                                                                   20                                                              5                                                                                                         5                                                                        20
                                                                                                                                                                                                                                             100                                 20                                                                                                                                                                        20


                                                                                                                                                                                                                                                                                             Discharge m3
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       0                               0                                                                       80                                                                            15
                                                                                                                                                                                                                                                                                                                                    0                                                              0                                                         0                                               0
                                                                                                                                                                                                                                              80                                 15

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          CONCLUSIONS
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               60
                                                                                                                                                                                                                                              60                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             10
                                                                                                                                                                                                                                                                                 10                                                                                                                                                                                                                                                                                                                                                                                                            40
                                                                                                                                                                                                                                              40                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             5
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               20
                                                                                                                                                                                                                                              20                                 5
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       0                                                                     0
                                                                                                                                                                                                                                                  0                              0                                                                                                                                                                                                    30
                                                                                                                                                                                                                                                                                                                                                                                             140   Brewster River F

            METHODS                                                                                                                                                                                                                                                                                                                                                                          120                                                                                      25




                                                                                                                                                                                                                                                                                                                                                                        Concentration µg/l




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Discharge m 3
                                                                                                                                                                                                                                                                                                                                                                                             100                                                                                      20



                                                                                                                                                                                                                                       140                Deer Brook Ag      30
                                                                                                                                                                                                                                                                                                                                                                                              80
                                                                                                                                                                                                                                                                                                                                                                                              60
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      15

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      10
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              140                                          Wild Branch F                      30                                          • The discharge trends illustrates clearly the areas where the state could use
                                                                                                                                                                                                                                                                                                                                                                                              40                                                                                                                                                                                                                                                                                                                                                                                              25
                                                                                                                                                                                                                                                                             25                                                                                                                                                                                                                                                                                                                                                                                                                               120
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          more prominent buffer zones, in particularly, the agricultural sites and a




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Concentration µg/l
                                                                                                                                                                                                                                       120                                                                                                                                                                                                                                            5
                                                                                                                                                                                                              Concentration µg/l




                                                                                                                                                                                                                                                                                                                                                                                              20




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Discharge m3
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              100                                                                             20

               • Total Phosphorus was measured on seven occasions from June 13
                                                                                                                                                                                                                                       100                                   20
                                                                                                                                                                                                                                                                                             Discharge m 3




                                                                                                                                                                                                                                                                                                                                                                                               0                                                                                      0                                                                                                                                                                                                                                 80
                                                                                                                                                                                                                                             80
                                                                                                                                                                                                                                             60
                                                                                                                                                                                                                                                                             15                                                                                                                                                                                                                                                                                                                                                                                                                                         60
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              15

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              10
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          number of impervious sites.
                through August 5 for a total of 400 samples.                                                                                                                                                                                 40
                                                                                                                                                                                                                                             20
                                                                                                                                                                                                                                                                             10

                                                                                                                                                                                                                                                                             5
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        40
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        20                                                                    5



               • Phosphorus samples were analyzed by the University of Vermont
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               0                                                              0
                                                                                                                                                                                                                                              0                              0
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          •The frequent occurrence of E. coli from livestock (predominantly cows,
                 Vermont Streams group                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    goats, horse, and sheep) reflects the pastoral nature of the landscape in
               • Coliform and E. coli enumerated utilizing Hach coliblue24© method
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     140                           30
                                                                                                                                                                                                                                                                                 30                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Wild Branch IMP
                                                                                                                                                                                                                                              140
                                                                                                                                                                                                                                                          Deer Brook IMP         25
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     120                           25
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Lamoille County. As would be expected, human sources were predominantly




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Concentration µg/l
                                                                                                                                                                                                                                              120

               • Library and unknown stream E. coli isolates were processed by
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     100
                                                                                                                                                                                                                        Concentration µg/l




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Discharge m 3
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   20
                                                                                                                                                                                                                                              100                                20
                                                                                                                                                                                                                                                                                             Discharge m 3




                                                                                                                                                                                                                                                 80                              15
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      80
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      60
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   15                                                     associated with human habitation (impervious) sites.
                 ribotyping (see below)                                                                                                                                                                                                          60
                                                                                                                                                                                                                                                 40
                                                                                                                                                                                                                                                                                 10                                                                                                                                                                                                                                                                                                                                                                                                                                                                   40
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      20
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   10

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   5
                                                                                                                                                                                                                                                 20                              5

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          •Library classification of wild life, and a more extensive human E.coli library
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       0                           0
                                                                                                                                                                                                                                                     0                           0




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      30
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          would be beneficial, and may happen in the near future in order to help
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   140
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Wild Branch AG
                                                                                                                                                                                                                                             140         Brown's River AG        14
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   120                                                                25
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          identify the unknown samples acquired this summer and for future studies.




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Concentration µg/l
                                                                                                                                                                                                                                                                                 12
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   100                                                                20




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Discharge m 3
                                                                                                                                                                                                                                             120
                                                                                                                                                                                                             Concentration µg/l




                                                                                                                                                                                                                                                                                 10                                                                                                                                                                                                                                                                                                                                                                                                                                                          80
                                                                                                                                                                                                                                                                                             Discharge m3




                                                                                                                                                                                                                                             100                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      15
                                                                                                                                                                                                                                                                                 8                                                                                                                                                                                                                                                                                                                                                                                                                                                           60
                                                                                                                                                                                                                                              80
                                                                                                                                                                                                                                              60                                 6

                                                                                                                                                                                                                                                                                 4
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             40
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             20
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      10

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      5
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          BIBLIOGRAPHY
          Sample Collection                                            Filter                                       Culture                                       Verification                                                                40
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 0                                                    0
                                                       Samples were concentrated using a .45 µg                                                       Isolated colonies were verified as E. coli                                              20                                 2
Collected 1 liter of stream water from each                                                           Smear of filter plated on McConkey Agar
                                                                  membrane filter.                                                                   using citrate, indole, Voges-Proskauer, and                                                 0                               0
                                                                                                                      with MUG.
                     site.                                                                                                                                      methly red IMViC tests.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   1.Lake Champlain Basin Program, date n/a, http://www.lcbp.org/PHOSPSUM.HTM. Retrieved on 11/1/08
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        30
                                                                                                                                                                                                                                                                                 30
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            140                            Gihon River IMP
                                                                                                                                                                                                                                             140
                                                                                                                                                                                                                                                         Brown's River IMP                                                                                                                                                                                                                                                                                                                                                                                                                                                  120                                                         25
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          2.Lamoille Valley watershed map taken from




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Concentration µg/l
                                                                                                                                                                                                                                                                                 25




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Discharge m 3
                                                                                                                                                                                                                                             120                                                                                                                                                                                                                                                                                                                                                                                                                                                                            100                                                         20
                                                                                                                                                                                                              Concentration µg/l




                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          www.lcbp.org/Atlas/MapJPEG/nat_lamoille.jpg. Retrieved on 8/5/08.
                                                                                                                                                                                                                                                                                             Discharge m 3




                                                                                                                                                                                                                                             100                                 20                                                                                                                                                                                                                                                                                                                                                                                                                                                   80                                                15
                                                                                                                                                                                                                                              80                                 15                                                                                                                                                                                                                                                                                                                                                                                                                                                   60
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        10
                                                                                                                                                                                                                                              60                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      40
                                                                                                                                                                                                                                                                                 10
                                                                                                                                                                                                                                              40                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      20                                               5
                                                                                                                                                                                                                                              20                                 5
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 0                                     0
                                                                                                                                                                                                                                                 0                               0




               Identification                                                                                                                                     Ribotyping
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          ACKNOWLEDGMENTS
     The unknown stream samples were                                                   Cluster Analysis                                                 Isolated E. coli colonies were ribotyped                                                                                                                                                                                                                        30
  compared to the known human and livestock                                     Unweighted pair-grouping (UPGMA)                                         using a Dupont Riboprinter©. ECORI
                                                                                                                                                                                                                                  140                    Brown's River F     30                                                                              140   Seymour Brook AG                                                                                             140       Brewster River S IMP    30
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      140        French Hill Brook F        30
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            140                            Ryder Brook IMP                        30
isolates of E. coli. The highest similarity value of                           Euclidian distance method was used to                                    restriction enzyme fragments DNA, and                                                                                                                                                                120                                                        25                                                                                                                                                                                                  25                                                                                                                                                                    25

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Comparison of total phosphorus and microbial source tracking by land use type in the Lamoille River watershed

  • 1. Comparison of total phosphorus and microbial source tracking by land use type in the Lamoille River watershed Greggory A Perry, Timothy R Thurston, and Robert Genter PhD Johnson State College, Johnson VT ABSTRACT RESULTS RIBOTYPING RESULTS •Phosphorous is a key nutrient essential to life. Too much however can •The overall trends of the phosphorous discharge point to Agricultural sites producing the highest cause problems in an aquatic system. These problems can include an amounts, followed by the impervious sites, while the forested sites show the lowest amount of daily overload of nutrients that cause turbidity and algae blooms (1) discharge Phosphorous loading on a waterway is caused from a variety of factors, and these factors are in large part due to land use . •The source of E. coli in agricultural areas was predominantly from livestock. •The three different land types concentrated on in this study were • The source of E. coli in impervious sites was also largely from livestock, but the contribution from agricultural, impervious ( urban ), and forested. The stream sections were human sources increased to one-fourth of the isolates. classified based on the predominant surrounding and upstream land uses. •The source of most isolates of E. coli in forested sites was unable to be determined, possibly because •Nineteen stream sections from tributaries in the Lamoille River drainage wildlife were not included in the genetic library, but livestock were still the source for one-fourth of the basin were examined in the Summer of 2008 for amounts of total E. coli isolated. phosphorus and fecal coliform bacterial contamination. •Total P concentrations in stream water were generally three times higher PHOSPHOROUS DISCHARGE during a period of heavy precipitation in late July than during base flow in the middle of June. Some agricultural and impervious sites had total P 30 30 30 140 Mill Brook AG 140 Brewster River IMP 140 North Branch IMP concentrations comparable to reference forested sites, but impacted Concentration µg/l 25 25 120 25 120 120 Concentration µg/l Concentration µg/l Discharge m 3 Discharge m 3 100 20 100 20 Discharge m 3 100 20 agricultural and impervious sites could have total P concentrations two to 140 Mill Brook IMP 30 80 60 15 80 60 15 80 60 15 10 140 North Branch F 30 25 10 10 40 120 Concentration µg/l twenty-fold higher than forested sites during base flow and storm events. 120 25 40 40 5 100 20 Discharge m 3 Concentration µg/l 20 5 5 20 100 20 20 Discharge m3 0 0 80 15 0 0 0 0 80 15 CONCLUSIONS 60 60 10 10 40 40 5 20 20 5 0 0 0 0 30 140 Brewster River F METHODS 120 25 Concentration µg/l Discharge m 3 100 20 140 Deer Brook Ag 30 80 60 15 10 140 Wild Branch F 30 • The discharge trends illustrates clearly the areas where the state could use 40 25 25 120 more prominent buffer zones, in particularly, the agricultural sites and a Concentration µg/l 120 5 Concentration µg/l 20 Discharge m3 100 20 • Total Phosphorus was measured on seven occasions from June 13 100 20 Discharge m 3 0 0 80 80 60 15 60 15 10 number of impervious sites. through August 5 for a total of 400 samples. 40 20 10 5 40 20 5 • Phosphorus samples were analyzed by the University of Vermont 0 0 0 0 •The frequent occurrence of E. coli from livestock (predominantly cows, Vermont Streams group goats, horse, and sheep) reflects the pastoral nature of the landscape in • Coliform and E. coli enumerated utilizing Hach coliblue24© method 140 30 30 Wild Branch IMP 140 Deer Brook IMP 25 120 25 Lamoille County. As would be expected, human sources were predominantly Concentration µg/l 120 • Library and unknown stream E. coli isolates were processed by 100 Concentration µg/l Discharge m 3 20 100 20 Discharge m 3 80 15 80 60 15 associated with human habitation (impervious) sites. ribotyping (see below) 60 40 10 40 20 10 5 20 5 •Library classification of wild life, and a more extensive human E.coli library 0 0 0 0 30 would be beneficial, and may happen in the near future in order to help 140 Wild Branch AG 140 Brown's River AG 14 120 25 identify the unknown samples acquired this summer and for future studies. Concentration µg/l 12 100 20 Discharge m 3 120 Concentration µg/l 10 80 Discharge m3 100 15 8 60 80 60 6 4 40 20 10 5 BIBLIOGRAPHY Sample Collection Filter Culture Verification 40 0 0 Samples were concentrated using a .45 µg Isolated colonies were verified as E. coli 20 2 Collected 1 liter of stream water from each Smear of filter plated on McConkey Agar membrane filter. using citrate, indole, Voges-Proskauer, and 0 0 with MUG. site. methly red IMViC tests. 1.Lake Champlain Basin Program, date n/a, http://www.lcbp.org/PHOSPSUM.HTM. Retrieved on 11/1/08 30 30 140 Gihon River IMP 140 Brown's River IMP 120 25 2.Lamoille Valley watershed map taken from Concentration µg/l 25 Discharge m 3 120 100 20 Concentration µg/l www.lcbp.org/Atlas/MapJPEG/nat_lamoille.jpg. Retrieved on 8/5/08. Discharge m 3 100 20 80 15 80 15 60 10 60 40 10 40 20 5 20 5 0 0 0 0 Identification Ribotyping ACKNOWLEDGMENTS The unknown stream samples were Cluster Analysis Isolated E. coli colonies were ribotyped 30 compared to the known human and livestock Unweighted pair-grouping (UPGMA) using a Dupont Riboprinter©. ECORI 140 Brown's River F 30 140 Seymour Brook AG 140 Brewster River S IMP 30 140 French Hill Brook F 30 140 Ryder Brook IMP 30 isolates of E. coli. The highest similarity value of Euclidian distance method was used to restriction enzyme fragments DNA, and 120 25 25 25