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Silage Runoff Characteristics
                Michael Holly
      University of Wisconsin - Madison
         Dr. Rebecca Larson, Advisor
                April 3rd, 2013
Introduction
   Silage
       Fermented forage used as animal feed
       Corn and alfalfa are commonly used forage for dairy
        operations
   Silage Leachate
       Liquid by-product from ensiling forage
       High nutrient concentration
   Silage Runoff
       Flow of surface excess water over an area containing
        silage
Introduction
   Silage Runoff Characteristics
       Nutrient concentrations within silage runoff are variable
       Dependent on the following factors
           Event size
           Seasonality
           Bunker condition
           Silage quantity
       First-flush
           Analyzed in studies of urban runoff
           80% of the total pollutant mass is transported within the first
            30% of the total volume (Bertrand-Krajewski el al.,1998)
Introduction
   Impacts
   Surfacewater
       Phosphorus and nitrogen loading of watersheds
       Oxygen depletion
       Eutrophication and fish kills
       Low pH erodes structures and harms vegetation
   Groundwater
       Conversion of organic nitrogen to nitrates
       Metal leaching
       Contamination of aquifers
Introduction
   Benefits of Silage              watersheds
    Runoff
    Characterization
       Knowledge of
        relationship of loading
        throughout an event
           Reduction of utilized
            manure storage and
            hauling
           Improved treatment of
            silage runoff
           Standards for
            protection of
Introduction
       Characteristic Raw                           Silage Residential
                             Leachate                          Wastewater
          pH                            3.5-5.5                         6-9

      P (mg/L)                         300-600                         5-20

Organic N (mg/L)                      800-3,700                        5-40

   NH3 (mg/L)                          350-700                        10-50

   BOD5 (mg/L)                    12,000-90,000                     100-400


Table 1 Typical Silage Leachate and Residential Wastewater Characteristics (McDonald et. al.,
1991 and Burks, et al., 1994)
Introduction
   Horizontal Bunkers
       Common type of silage
        storage for large dairies
       Filled immediately after
        harvest
       Forage is compacted and
        sealed
       High potential for silage
        runoff
Methods
   Three Sites Sampled in WI over Spring, Summer
    and Fall
       Arlington Agricultural Research Station (AARS)
       US Dairy Forage Research Center (DFRC)
       Private Producer
   ISCO Automated Samplers Used for Sampling
       2 Samples per bottle, 14 bottles total
       Flow activated samples
       Samples refrigerated within sampler
   Analysis
       Completed at UW-Madison
       Alkalinity, NH3, BOD5, COD, NO2, NO2 + NO3, SRP, pH,
        total P and total solids
Methods - AARS
   530 head dairy
   1.3 acre concrete
    silage bunker
       0.3 acres pad
       1 acre bunker
   Separate surface
    and subsurface
    collection system
   Surface samples
    collected
Methods - AARS
Methods - DFRC
   350 Head Dairy
   0.6 acre asphalt
    bunker
       0.2 acres
        bunker pad
       0.4 acres
        bunker
   No subsurface
    collection
   Surface
    samples
    collected for
    analysis
Methods – DFRC
Methods - Private Producer
   3,500 head dairy
   1.7 acre bunker
       0.5 acres bunker pad
       1.2 acres bunker
   Surface and
    subsurface were
    routed to the same
    culvert
   Surface and
    subsurface was
    sampled
Methods – Data Analysis
   Average Storm Nutrient
    Concentrations (mg/L)



   Normalized Cumulative
    Pollution Load Curves

       Dimensionless plot of the
        distribution of pollutant
        load with volume



                                    (Tabei et. al., 2004)
AARS – Storm Characteristics

                                           Max      Average     Max     Average
                              Duration, intensity, Intensity,   Flow,    Flow,
  No.     Date      Depth, in     h        in/h       in/h       cfs      cfs
   1    11/2/2011     0.98       14.3      0.36      0.0698     0.639    0.046
  2*    11/5/2011     1.5        24.2      0.72      0.0190      n/a      n/a
   3    4/26/2012     0.52       86.5      0.04      0.0056     0.857    0.085
   4    5/30/2012     0.19       7.3       0.12      0.0267     0.699    0.236
   5    7/18/2012     1.7        17.7      0.36      0.0972     2.544    0.253
  6*    7/24/2012     0.64       7.7       0.92      0.0821      n/a      n/a
  7*    7/24/2012     0.56       46.9      1.16      0.0119      n/a      n/a
   8    8/2/2012      0.05       47.6      0.04      0.0010     1.818    0.016
   9    8/7/2012      0.18      103.7      0.04      0.0001     3.774    0.230


 Table 2 AARS Storm Characteristics
Results - AARS




 0.98                                      0.52
 ’                                         ’


 0.05’                                    1.7’




Figure 1 Normalized Nutrients vs. Normalized Flow for AARS Grouped by Season
Results - AARS
   Maximum average storm nutrient concentrations for
    NH3, BOD5 and TP took place during early spring

   Minimum concentrations for COD and TP occurred in
    the summer

   Storms three, five and eight illustrated an increase in
    concentrations with flow and a moderate delayed
    storm curve

   A mild first flush occurred in the fall
DFRC – Storm Characteristics
                                               Max        Average      Max     Average
                                 Duration,   intesity,   Intensity,   Flow,     Flow,
    No.       Date     Depth, in      h        in/h         in/h        cfs      cfs
     1    10/23/2011     0.19    7.283333      0.32       0.02375     0.628   0.048818
     2     11/2/2011     1.04    12.63333      0.48      0.152461     0.766   0.191801
     3     11/8/2011     1.14    17.33333      0.52         0.12       0.79   0.146787
     4     4/29/2012     0.76      12.25        0.4      0.057281     1.141   0.167488
     5     5/30/2012     0.28    6.983333      0.16      0.036894     0.348   0.059283
     6     7/18/2012     1.26       3.45       3.68       0.33767     0.684   0.127977
     7     7/24/2012     0.56    41.18333      0.84      0.013363     2.663   0.194389
     8     8/26/2012     0.38    21.78333      0.08      0.014462     1.536   0.051788
     9      9/6/2012     0.03    77.91667      0.04       0.00036     0.923   0.019656
    10     10/9/2012     0.19    6.466667      0.08      0.026525     0.036   0.009285
    11    10/13/2012     0.33       12.8       0.08      0.026946     0.171   0.019054
    12    10/14/2012     0.28    20.21667      0.04        0.0126      0.45   0.034852
    13    10/25/2012     0.28    9.266667       NA           NA        0.13   0.011481


 Table 3 DFRC Storm Characteristics
Results - DFRC




0.56                             1.26’                            1.14
’                                                                 ’



0.52                            0.76’                             0.19
’                                                                 ’



 Figure 4 Normalized Nutrients vs. Normalized Flow for DFRC for Select Storms
Results - DFRC




Figure 2 BOD5 and COD (mg/L) vs. Cumulative Flow for DFRC Storms One, Three and Ten
DFRC Sample Bottles October Event




 Figure 3 Samples Bottles for DFRC Storm Number One
Results - DFRC
   Maximum average storm concentrations for
    NH3, BOD5, COD, SRP, TKN, TP, and TS took place
    immediately after filling the bunker (large amount of feed
    on pad)

   Minimum average storm concentrations for
    BOD5, COD, and SRP occurred during the summer with
    a large storm (high dilution effect)

   In the fall runoff indicated strong decay of nutrient
    concentrations with accumulated flow

   In the spring weak first flush

   In summer with large storm events with high peak flows
    resulted in a more delayed nutrient loading
Private Producer – Storm Characteristics
                                              Max        Average     Max      Average
                                Duration,   intesity,   Intensity,   Flow,     Flow,
  No.       Date      Depth, in     h         in/h         in/h       cfs       cfs
   1     4/29/2012      0.71      10.9        0.36       0.0639      15.412   1.378684
   2     5/30/2012      0.53    38.81667      0.36      0.013731     8.433    0.706653
   3     7/18/2012      0.82    11.91667      0.92      0.063687     32.945   3.081982
   4     7/24/2012      0.75    8.116667      0.92      0.093755     7.472    0.726338
   5     7/25/2012      0.49    6.766667      0.72      0.073995     4.864    0.943187
   6      8/9/2012      0.44       6.9        0.68      0.065835      9.67    1.459689
   7     8/16/2012      0.51    6.616667      0.64      0.079687     7.821    1.513229
   8     8/25/2012      0.52      34.7        0.28      0.01508      7.821    0.665683
   9     10/13/2012    1.74*    31.21667      NA           NA        3.071    0.296152
  10     10/17/2012    0.67*      14.95       NA           NA        1.681    0.173354
  11     10/18/2012    0.78*    145.4333      NA           NA        0.894    0.014115



 Table 4 Private Producer Storm Characteristics
Results – Private Producer




 0.51                                              0.53
 ’                                                 ’


 0.52                                               0.49’
 ’



Figure 5. Normalized Nutrients vs. Normalized Flow for Select Private Producer Storms
Results – Private Producer
   Lag time in sample collection may have missed peak
    concentrations

   Max flow weighted nutrient concentrations for NH3, COD, TKN,
    TP, and TS took place during filling

   Minimum flow weighted concentrations for NH3, BOD5, SRP,
    TP and TS were in the spring (a large portion of the feed and
    all corn silage had been used)

   Some summer runoff events displayed a moderate delayed
    storm curve

   Following filling in the fall, data demonstrated a moderate first
    flush
Conclusions
   Strongest first flush evidence took place in the fall
    while strongest delayed storm curves were
    documented in the summer

   Highest average storm nutrient concentrations were
    in the fall following filling and sometimes in the
    spring

   Lowest average storm nutrient concentrations were
    in the summer

   Highest concentrations among all sites was for
    DFRC’s initial samples in the fall (due to collection
    methods)
Acknowledgements
   Wisconsin Groundwater Coordinating Council
       Funding
   Dr. Rebecca Larson
       Advisor
   Zach Zopp
       Lab and Field Tech
   Shayne Havlovitz
       Undergraduate Research Assistant
   Dr. John Panuska
       Committee Member
   Dr. KG Karthikeyan
       Committee Member
References
   Burks, B.D. and M.M. Minnis (1994). "Onsite
    Wastewater Treatment Systems. " Madison, WI:
    Hogarth House, Ltd.
   McDonald, P., et al. (1991). The Biochemistry of
    Silage, Scholium International: 340.
   Taebi, A. and R. Droste (2004). "First flush pollution
    load of urban stormwater runoff." Journal of
    Environmental Engineering and Science 3(4): 301-
    309.
Questions?

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Silage Runoff Characterization

  • 1. Silage Runoff Characteristics Michael Holly University of Wisconsin - Madison Dr. Rebecca Larson, Advisor April 3rd, 2013
  • 2. Introduction  Silage  Fermented forage used as animal feed  Corn and alfalfa are commonly used forage for dairy operations  Silage Leachate  Liquid by-product from ensiling forage  High nutrient concentration  Silage Runoff  Flow of surface excess water over an area containing silage
  • 3. Introduction  Silage Runoff Characteristics  Nutrient concentrations within silage runoff are variable  Dependent on the following factors  Event size  Seasonality  Bunker condition  Silage quantity  First-flush  Analyzed in studies of urban runoff  80% of the total pollutant mass is transported within the first 30% of the total volume (Bertrand-Krajewski el al.,1998)
  • 4. Introduction  Impacts  Surfacewater  Phosphorus and nitrogen loading of watersheds  Oxygen depletion  Eutrophication and fish kills  Low pH erodes structures and harms vegetation  Groundwater  Conversion of organic nitrogen to nitrates  Metal leaching  Contamination of aquifers
  • 5. Introduction  Benefits of Silage watersheds Runoff Characterization  Knowledge of relationship of loading throughout an event  Reduction of utilized manure storage and hauling  Improved treatment of silage runoff  Standards for protection of
  • 6. Introduction Characteristic Raw Silage Residential Leachate Wastewater pH 3.5-5.5 6-9 P (mg/L) 300-600 5-20 Organic N (mg/L) 800-3,700 5-40 NH3 (mg/L) 350-700 10-50 BOD5 (mg/L) 12,000-90,000 100-400 Table 1 Typical Silage Leachate and Residential Wastewater Characteristics (McDonald et. al., 1991 and Burks, et al., 1994)
  • 7. Introduction  Horizontal Bunkers  Common type of silage storage for large dairies  Filled immediately after harvest  Forage is compacted and sealed  High potential for silage runoff
  • 8. Methods  Three Sites Sampled in WI over Spring, Summer and Fall  Arlington Agricultural Research Station (AARS)  US Dairy Forage Research Center (DFRC)  Private Producer  ISCO Automated Samplers Used for Sampling  2 Samples per bottle, 14 bottles total  Flow activated samples  Samples refrigerated within sampler  Analysis  Completed at UW-Madison  Alkalinity, NH3, BOD5, COD, NO2, NO2 + NO3, SRP, pH, total P and total solids
  • 9. Methods - AARS  530 head dairy  1.3 acre concrete silage bunker  0.3 acres pad  1 acre bunker  Separate surface and subsurface collection system  Surface samples collected
  • 11. Methods - DFRC  350 Head Dairy  0.6 acre asphalt bunker  0.2 acres bunker pad  0.4 acres bunker  No subsurface collection  Surface samples collected for analysis
  • 13. Methods - Private Producer  3,500 head dairy  1.7 acre bunker  0.5 acres bunker pad  1.2 acres bunker  Surface and subsurface were routed to the same culvert  Surface and subsurface was sampled
  • 14. Methods – Data Analysis  Average Storm Nutrient Concentrations (mg/L)  Normalized Cumulative Pollution Load Curves  Dimensionless plot of the distribution of pollutant load with volume (Tabei et. al., 2004)
  • 15. AARS – Storm Characteristics Max Average Max Average Duration, intensity, Intensity, Flow, Flow, No. Date Depth, in h in/h in/h cfs cfs 1 11/2/2011 0.98 14.3 0.36 0.0698 0.639 0.046 2* 11/5/2011 1.5 24.2 0.72 0.0190 n/a n/a 3 4/26/2012 0.52 86.5 0.04 0.0056 0.857 0.085 4 5/30/2012 0.19 7.3 0.12 0.0267 0.699 0.236 5 7/18/2012 1.7 17.7 0.36 0.0972 2.544 0.253 6* 7/24/2012 0.64 7.7 0.92 0.0821 n/a n/a 7* 7/24/2012 0.56 46.9 1.16 0.0119 n/a n/a 8 8/2/2012 0.05 47.6 0.04 0.0010 1.818 0.016 9 8/7/2012 0.18 103.7 0.04 0.0001 3.774 0.230 Table 2 AARS Storm Characteristics
  • 16. Results - AARS 0.98 0.52 ’ ’ 0.05’ 1.7’ Figure 1 Normalized Nutrients vs. Normalized Flow for AARS Grouped by Season
  • 17. Results - AARS  Maximum average storm nutrient concentrations for NH3, BOD5 and TP took place during early spring  Minimum concentrations for COD and TP occurred in the summer  Storms three, five and eight illustrated an increase in concentrations with flow and a moderate delayed storm curve  A mild first flush occurred in the fall
  • 18. DFRC – Storm Characteristics Max Average Max Average Duration, intesity, Intensity, Flow, Flow, No. Date Depth, in h in/h in/h cfs cfs 1 10/23/2011 0.19 7.283333 0.32 0.02375 0.628 0.048818 2 11/2/2011 1.04 12.63333 0.48 0.152461 0.766 0.191801 3 11/8/2011 1.14 17.33333 0.52 0.12 0.79 0.146787 4 4/29/2012 0.76 12.25 0.4 0.057281 1.141 0.167488 5 5/30/2012 0.28 6.983333 0.16 0.036894 0.348 0.059283 6 7/18/2012 1.26 3.45 3.68 0.33767 0.684 0.127977 7 7/24/2012 0.56 41.18333 0.84 0.013363 2.663 0.194389 8 8/26/2012 0.38 21.78333 0.08 0.014462 1.536 0.051788 9 9/6/2012 0.03 77.91667 0.04 0.00036 0.923 0.019656 10 10/9/2012 0.19 6.466667 0.08 0.026525 0.036 0.009285 11 10/13/2012 0.33 12.8 0.08 0.026946 0.171 0.019054 12 10/14/2012 0.28 20.21667 0.04 0.0126 0.45 0.034852 13 10/25/2012 0.28 9.266667 NA NA 0.13 0.011481 Table 3 DFRC Storm Characteristics
  • 19. Results - DFRC 0.56 1.26’ 1.14 ’ ’ 0.52 0.76’ 0.19 ’ ’ Figure 4 Normalized Nutrients vs. Normalized Flow for DFRC for Select Storms
  • 20. Results - DFRC Figure 2 BOD5 and COD (mg/L) vs. Cumulative Flow for DFRC Storms One, Three and Ten
  • 21. DFRC Sample Bottles October Event Figure 3 Samples Bottles for DFRC Storm Number One
  • 22. Results - DFRC  Maximum average storm concentrations for NH3, BOD5, COD, SRP, TKN, TP, and TS took place immediately after filling the bunker (large amount of feed on pad)  Minimum average storm concentrations for BOD5, COD, and SRP occurred during the summer with a large storm (high dilution effect)  In the fall runoff indicated strong decay of nutrient concentrations with accumulated flow  In the spring weak first flush  In summer with large storm events with high peak flows resulted in a more delayed nutrient loading
  • 23. Private Producer – Storm Characteristics Max Average Max Average Duration, intesity, Intensity, Flow, Flow, No. Date Depth, in h in/h in/h cfs cfs 1 4/29/2012 0.71 10.9 0.36 0.0639 15.412 1.378684 2 5/30/2012 0.53 38.81667 0.36 0.013731 8.433 0.706653 3 7/18/2012 0.82 11.91667 0.92 0.063687 32.945 3.081982 4 7/24/2012 0.75 8.116667 0.92 0.093755 7.472 0.726338 5 7/25/2012 0.49 6.766667 0.72 0.073995 4.864 0.943187 6 8/9/2012 0.44 6.9 0.68 0.065835 9.67 1.459689 7 8/16/2012 0.51 6.616667 0.64 0.079687 7.821 1.513229 8 8/25/2012 0.52 34.7 0.28 0.01508 7.821 0.665683 9 10/13/2012 1.74* 31.21667 NA NA 3.071 0.296152 10 10/17/2012 0.67* 14.95 NA NA 1.681 0.173354 11 10/18/2012 0.78* 145.4333 NA NA 0.894 0.014115 Table 4 Private Producer Storm Characteristics
  • 24. Results – Private Producer 0.51 0.53 ’ ’ 0.52 0.49’ ’ Figure 5. Normalized Nutrients vs. Normalized Flow for Select Private Producer Storms
  • 25. Results – Private Producer  Lag time in sample collection may have missed peak concentrations  Max flow weighted nutrient concentrations for NH3, COD, TKN, TP, and TS took place during filling  Minimum flow weighted concentrations for NH3, BOD5, SRP, TP and TS were in the spring (a large portion of the feed and all corn silage had been used)  Some summer runoff events displayed a moderate delayed storm curve  Following filling in the fall, data demonstrated a moderate first flush
  • 26. Conclusions  Strongest first flush evidence took place in the fall while strongest delayed storm curves were documented in the summer  Highest average storm nutrient concentrations were in the fall following filling and sometimes in the spring  Lowest average storm nutrient concentrations were in the summer  Highest concentrations among all sites was for DFRC’s initial samples in the fall (due to collection methods)
  • 27. Acknowledgements  Wisconsin Groundwater Coordinating Council  Funding  Dr. Rebecca Larson  Advisor  Zach Zopp  Lab and Field Tech  Shayne Havlovitz  Undergraduate Research Assistant  Dr. John Panuska  Committee Member  Dr. KG Karthikeyan  Committee Member
  • 28. References  Burks, B.D. and M.M. Minnis (1994). "Onsite Wastewater Treatment Systems. " Madison, WI: Hogarth House, Ltd.  McDonald, P., et al. (1991). The Biochemistry of Silage, Scholium International: 340.  Taebi, A. and R. Droste (2004). "First flush pollution load of urban stormwater runoff." Journal of Environmental Engineering and Science 3(4): 301- 309.

Notas do Editor

  1. Good afternoon everyone, my name is Michael Holly and Silage Runoff Characterizaion and Treatment is my Masters project. My advisor is Dr. Rebecca Larson
  2. Leachate moisture from within forage, runoff moisture from precip.
  3. First flush high percentage of loading in the beginning of a hydrograph
  4. Over application of wasewater leads to reducing conditions resulting in metal leaching
  5. Reduction in storage for facilities that are required to collect silage runoff
  6. Raw Silage Leachate nutrient concentration is higher than residential wastewater
  7. After Sealing fermentation of forage takes place