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Nutrient Fluxes in the New River, NC: The Dark Side of Hog Farms Rae Mooney Hydrology May 1, 2007
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Nutrient Fluxes in the New River, NC: The Dark Side of Hog Farms Rae Mooney Hydrology May 1, 2007.

Jan 17, 2016

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  • Nutrient Fluxes in the New River, NC:The Dark Side of Hog FarmsRae MooneyHydrologyMay 1, 2007

  • New River Watershed1,436 km2 FisheriesEconomyRecreationHome to 138 CAFOsJuly 1995: Holding pond ruptures on New River25 million tons of hog waste

    Mallin et al., 2005

  • Map of Study AreaM52172

  • Percentages of LULC

    Chart1

    7.1562138749

    43.1816666021

    15.380423724

    34.2816957991

    LULC in the New River Estuary

    lulc

    VALUEREDGREENBLUEOPACITYCOUNT

    00.000000000000.000000000000.000000000000.000000000002413718.00000000000

    110.286274509800.427450980390.639215686280.00000000000849335.00000000000

    210.878431372550.800000000000.800000000000.00000000000305871.00000000000

    220.858823529410.600000000000.509803921570.00000000000178865.00000000000

    230.949019607840.000000000000.000000000000.0000000000050845.00000000000

    240.666666666670.000000000000.000000000000.0000000000012709.00000000000

    310.709803921570.686274509800.639215686280.0000000000037726.00000000000

    410.419607843140.666666666670.400000000000.00000000000131600.00000000000

    420.109803921570.400000000000.200000000000.000000000001810679.00000000000

    430.729411764710.800000000000.568627450980.00000000000300819.00000000000

    520.819607843140.729411764710.509803921570.00000000000346976.00000000000

    710.898039215690.898039215690.756862745100.00000000000718390.00000000000

    810.866666666670.847058823530.235294117650.0000000000044357.00000000000

    820.678431372550.439215686280.156862745100.000000000001134050.00000000000

    900.729411764710.847058823530.929411764710.000000000002441258.00000000000

    950.439215686280.639215686280.749019607840.00000000000185314.00000000000

    Percent

    Developed5482907.1562138749

    Forest/Scrub/Grassland330846443.1816666021

    Agriculture117840715.380423724

    Wetlands262657234.2816957991

    7661733100

    lulc

    LULC in the New River Estuary

  • Effects of Hog Farms and other AgricultureIncreased EutrophicationWaste ponds overflowSpray waste on fields overapplicationNow, LESS farms w/ MORE HOGS

    TOXIC and harmful to humansDischarge more than wasteHarmful Algal Blooms Secrete toxins Seafood toxic to eat

  • LOADEST: Load Estimator Estimates constituent loads using Linear Regression

    Input: daily streamflow, data variables, monthly constituent concentrations

    Output: daily constituent concentrations, residuals, z-scores, regression statistics from models

  • Input Files

  • Output Files

  • Stats and ModelsNormal Distribution:MLE Max Likelihood EstimationAMLE Adjusted MLE (less biased)PPCC not normal distribution:LAD Least Absolute Deviation

  • Hurricane Floyd (500 yr Storm) September 9-17th, 1999

    Chart3

    512.3382.33822.5493

    451.97941.97962.1695

    371.54061.54081.7021

    502.27652.27672.4842

    30041.58541.58942.048

    500111.7111.71112.94

    488106.45106.46107.56

    41577.40877.41478.033

    32247.52347.52747.985

    567143.58143.59145.83

    576148.19148.21150.63

    33551.23251.23751.698

    18316.96716.96817.451

    21522.56322.56523.054

    711226.98227233.86

    101003867538689193320

    7370234382344277705

    30404514.44514.47068.7

    16801344.41344.51625.1

    1110568.32568.35620.48

    854330.44330.46346.8

    846324.1324.12339.77

    755256.6256.62265.79

    560140.05140.06142.17

    41577.40877.41478.033

    33852.1152.11452.577

    31846.41246.41646.873

    36259.41859.42359.908

    40072.05672.06272.628

    35456.92556.92957.405

    Streamflow

    AMLE

    MLE

    LAD

    Time (days)

    [NH4] kg/day

    Streamflow (cfs)

    [NH4] 9/99 at site M52

    Sheet1

    DateStreamflowAMLEMLELAD

    9/1/99512.342.342.55

    9/2/99451.981.982.17

    9/3/99371.541.541.70

    9/4/99502.282.282.48

    9/5/9930041.5941.5942.05

    9/6/99500111.70111.71112.94

    9/7/99488106.45106.46107.56

    9/8/9941577.4177.4178.03

    9/9/9932247.5247.5347.99

    9/10/99567143.58143.59145.83

    9/11/99576148.19148.21150.63

    9/12/9933551.2351.2451.70

    9/13/9918316.9716.9717.45

    9/14/9921522.5622.5723.05

    9/15/99711226.98227.00233.86

    9/16/991010038675.0038689.00193320.00

    9/17/99737023438.0023442.0077705.00

    9/18/9930404514.404514.407068.70

    9/19/9916801344.401344.501625.10

    9/20/991110568.32568.35620.48

    9/21/99854330.44330.46346.80

    9/22/99846324.10324.12339.77

    9/23/99755256.60256.62265.79

    9/24/99560140.05140.06142.17

    9/25/9941577.4177.4178.03

    9/26/9933852.1152.1152.58

    9/27/9931846.4146.4246.87

    9/28/9936259.4259.4259.91

    9/29/9940072.0672.0672.63

    9/30/9935456.9356.9357.41

    Sheet1

    Streamflow

    AMLE

    MLE

    LAD

    Time (days)

    [NH4] kg/day

    Streamflow (cfs)

    [NH4] 9/99 at site M52

    NH4

    Streamflow

    AMLE

    MLE

    Time (days)

    [NH4] kg/day

    Streamflow (cfs)

    [NH4] 9/99 at site M52

    Streamflow

    NH4 Concentration (kg/day)

    Streamflow v. NH4 Concentration

    Individual LoadEstimates

    Loads Estimatedby:

    DateTimeFlowAMLEMLELAD

    -------------------------------------------------------------

    1995110112001.20E+028.34E+008.34E+008.74E+00

    1995110212001.94E+021.88E+011.88E+011.93E+01

    1995110312001.75E+021.57E+011.57E+011.62E+01

    1995110412001.38E+021.05E+011.05E+011.09E+01

    1995110512001.00E+026.24E+006.24E+006.60E+00

    1995110612008.40E+014.77E+004.77E+005.09E+00

    1995110712009.80E+016.04E+006.04E+006.40E+00

    1995110812004.73E+021.00E+021.00E+021.01E+02

    1995110912003.11E+024.45E+014.45E+014.50E+01

    1995111012001.84E+021.71E+011.71E+011.76E+01

    1995111112001.43E+021.11E+011.11E+011.16E+01

    1995111212001.72E+021.52E+011.52E+011.57E+01

    1995111312001.40E+021.07E+011.07E+011.12E+01

    1995111412001.49E+021.19E+011.19E+011.24E+01

    1995111512001.77E+021.60E+011.60E+011.65E+01

    1995111612001.40E+021.07E+011.07E+011.12E+01

    1995111712001.15E+027.78E+007.78E+008.18E+00

    1995111812009.90E+016.14E+006.14E+006.50E+00

    1995111912008.90E+015.21E+005.21E+005.54E+00

    1995112012008.10E+014.52E+004.52E+004.83E+00

    1995112112007.60E+014.11E+004.11E+004.40E+00

    1995112212007.00E+013.64E+003.64E+003.92E+00

    1995112312006.60E+013.35E+003.35E+003.61E+00

    1995112412006.20E+013.06E+003.06E+003.31E+00

    1995112512005.70E+012.72E+002.72E+002.95E+00

    1995112612005.80E+012.79E+002.79E+003.02E+00

    1995112712005.50E+012.59E+002.59E+002.82E+00

    1995112812004.60E+012.04E+002.04E+002.23E+00

    1995112912004.00E+011.70E+001.70E+001.87E+00

    1995113012003.80E+011.59E+001.59E+001.76E+00

    1995120112003.60E+011.49E+001.49E+001.65E+00

    1995120212003.40E+011.39E+001.39E+001.54E+00

    1995120312003.20E+011.29E+001.29E+001.43E+00

    1995120412003.00E+011.19E+001.19E+001.33E+00

    1995120512002.80E+011.10E+001.10E+001.23E+00

    1995120612003.00E+011.19E+001.19E+001.33E+00

    1995120712005.00E+012.28E+002.28E+002.48E+00

    1995120812001.00E+026.24E+006.24E+006.60E+00

    1995120912009.00E+015.30E+005.30E+005.63E+00

    1995121012008.00E+014.43E+004.43E+004.74E+00

    1995121112006.00E+012.92E+002.92E+003.17E+00

    1995121212005.00E+012.28E+002.28E+002.48E+00

    1995121312004.80E+012.16E+002.16E+002.36E+00

    1995121412004.60E+012.04E+002.04E+002.23E+00

    1995121512004.40E+011.92E+001.92E+002.11E+00

    1995121612004.20E+011.81E+001.81E+001.99E+00

    1995121712004.00E+011.70E+001.70E+001.87E+00

    1995121812008.00E+014.43E+004.43E+004.74E+00

    1995121912001.50E+021.21E+011.21E+011.25E+01

    1995122012001.00E+026.24E+006.24E+006.60E+00

    1995122112009.00E+015.30E+005.30E+005.63E+00

    1995122212008.00E+014.43E+004.43E+004.74E+00

    1995122312007.00E+013.64E+003.64E+003.92E+00

    1995122412006.00E+012.92E+002.92E+003.17E+00

    1995122512005.00E+012.28E+002.28E+002.48E+00

    1995122612004.60E+012.04E+002.04E+002.23E+00

    1995122712004.00E+011.70E+001.70E+001.87E+00

    1995122812003.80E+011.59E+001.59E+001.76E+00

    1995122912003.60E+011.49E+001.49E+001.65E+00

    1995123012003.40E+011.39E+001.39E+001.54E+00

    1995123112009.00E+015.30E+005.30E+005.63E+00

    1996010112008.00E+014.43E+004.43E+004.74E+00

    1996010212009.00E+015.30E+005.30E+005.63E+00

    1996010312007.00E+013.64E+003.64E+003.92E+00

    1996010412006.00E+012.92E+002.92E+003.17E+00

    1996010512005.00E+012.28E+002.28E+002.48E+00

    1996010612004.00E+011.70E+001.70E+001.87E+00

    1996010712001.80E+021.65E+011.65E+011.70E+01

    1996010812001.40E+021.07E+011.07E+011.12E+01

    1996010912001.00E+026.24E+006.24E+006.60E+00

    1996011012008.00E+014.43E+004.43E+004.74E+00

    1996011112006.80E+013.49E+003.49E+003.76E+00

    1996011212001.37E+021.04E+011.04E+011.08E+01

    1996011312001.56E+021.29E+011.29E+011.34E+01

    1996011412001.30E+029.50E+009.50E+009.93E+00

    1996011512001.04E+026.63E+006.63E+007.00E+00

    1996011612008.70E+015.03E+005.03E+005.36E+00

    1996011712007.70E+014.19E+004.19E+004.49E+00

    1996011812008.90E+015.21E+005.21E+005.54E+00

    1996011912003.34E+025.09E+015.09E+015.14E+01

    1996012012004.13E+027.67E+017.67E+017.73E+01

    1996012112002.68E+023.37E+013.37E+013.42E+01

    1996012212001.83E+021.70E+011.70E+011.75E+01

    1996012312001.45E+021.14E+011.14E+011.18E+01

    1996012412001.33E+029.86E+009.86E+001.03E+01

    1996012512001.44E+021.13E+011.13E+011.17E+01

    1996012612001.16E+027.89E+007.89E+008.29E+00

    1996012712002.48E+022.92E+012.92E+012.97E+01

    1996012812004.95E+021.10E+021.10E+021.11E+02

    1996012912003.60E+025.88E+015.88E+015.93E+01

    1996013012002.42E+022.79E+012.79E+012.84E+01

    1996013112002.34E+022.63E+012.63E+012.68E+01

    1996020112002.84E+023.75E+013.75E+013.80E+01

    1996020212002.39E+022.73E+012.73E+012.78E+01

    1996020312004.53E+029.19E+019.19E+019.27E+01

    1996020412004.21E+027.96E+017.96E+018.03E+01

    1996020512002.80E+023.66E+013.66E+013.70E+01

    1996020612002.09E+022.15E+012.15E+012.19E+01

    1996020712001.79E+021.63E+011.63E+011.68E+01

    1996020812001.64E+021.40E+011.40E+011.45E+01

    1996020912001.50E+021.21E+011.21E+011.25E+01

    1996021012001.30E+029.50E+009.50E+009.93E+00

    1996021112001.19E+028.22E+008.22E+008.63E+00

    1996021212001.24E+028.79E+008.79E+009.21E+00

    1996021312001.11E+027.35E+007.35E+007.74E+00

    1996021412001.04E+026.63E+006.63E+007.00E+00

    1996021512009.80E+016.04E+006.04E+006.40E+00

    1996021612001.01E+026.33E+006.33E+006.70E+00

    1996021712009.50E+015.76E+005.76E+006.11E+00

    1996021812009.00E+015.30E+005.30E+005.63E+00

    1996021912008.30E+014.69E+004.69E+005.00E+00

    1996022012008.90E+015.21E+005.21E+005.54E+00

    1996022112002.05E+022.07E+012.07E+012.12E+01

    1996022212001.83E+021.70E+011.70E+011.75E+01

    1996022312001.54E+021.26E+011.26E+011.31E+01

    1996022412001.29E+029.38E+009.38E+009.80E+00

    1996022512001.05E+026.73E+006.73E+007.11E+00

    1996022612009.30E+015.57E+005.57E+005.92E+00

    1996022712008.50E+014.86E+004.86E+005.18E+00

    1996022812007.90E+014.35E+004.35E+004.66E+00

    1996022912007.50E+014.03E+004.03E+004.32E+00

    1996030112006.80E+013.49E+003.49E+003.76E+00

    1996030212001.26E+029.02E+009.03E+009.44E+00

    1996030312001.22E+028.56E+008.56E+008.97E+00

    1996030412009.90E+016.14E+006.14E+006.50E+00

    1996030512008.80E+015.12E+005.12E+005.45E+00

    1996030612008.60E+014.94E+004.94E+005.27E+00

    1996030712003.28E+024.92E+014.92E+014.97E+01

    1996030812009.57E+024.18E+024.18E+024.45E+02

    1996030912001.09E+035.47E+025.47E+025.96E+02

    1996031012008.50E+023.27E+023.27E+023.43E+02

    1996031112006.00E+021.61E+021.61E+021.64E+02

    1996031212004.00E+027.21E+017.21E+017.26E+01

    1996031312003.50E+025.57E+015.57E+015.62E+01

    1996031412003.00E+024.16E+014.16E+014.20E+01

    1996031512002.50E+022.97E+012.97E+013.01E+01

    1996031612002.00E+021.98E+011.98E+012.03E+01

    1996031712001.80E+021.65E+011.65E+011.70E+01

    1996031812002.00E+021.98E+011.98E+012.03E+01

    1996031912003.00E+024.16E+014.16E+014.20E+01

    1996032012002.60E+023.19E+013.19E+013.23E+01

    1996032112002.00E+021.98E+011.98E+012.03E+01

    1996032212001.50E+021.21E+011.21E+011.25E+01

    1996032312001.30E+029.50E+009.50E+009.93E+00

    1996032412001.10E+027.25E+007.25E+007.63E+00

    1996032512009.00E+015.30E+005.30E+005.63E+00

    1996032612008.00E+014.43E+004.43E+004.74E+00

    1996032712007.10E+013.72E+003.72E+004.00E+00

    1996032812001.44E+021.13E+011.13E+011.17E+01

    1996032912002.87E+023.83E+013.83E+013.87E+01

    1996033012001.89E+021.80E+011.80E+011.84E+01

    1996033112001.64E+021.40E+011.40E+011.45E+01

    1996040112003.22E+024.75E+014.75E+014.80E+01

    1996040212003.07E+024.34E+014.34E+014.39E+01

    1996040312002.02E+022.02E+012.02E+012.07E+01

    1996040412001.49E+021.19E+011.19E+011.24E+01

    1996040512001.16E+027.89E+007.89E+008.29E+00

    1996040612009.90E+016.14E+006.14E+006.50E+00

    1996040712001.13E+027.57E+007.57E+007.96E+00

    1996040812001.02E+026.43E+006.43E+006.80E+00

    1996040912009.00E+015.30E+005.30E+005.63E+00

    1996041012007.90E+014.35E+004.35E+004.66E+00

    1996041112007.10E+013.72E+003.72E+004.00E+00

    1996041212006.50E+013.27E+003.27E+003.53E+00

    1996041312005.90E+012.86E+002.86E+003.09E+00

    1996041412005.60E+012.66E+002.66E+002.89E+00

    1996041512005.40E+012.53E+002.53E+002.75E+00

    1996041612006.80E+013.49E+003.49E+003.76E+00

    1996041712005.90E+012.86E+002.86E+003.09E+00

    1996041812005.10E+012.34E+002.34E+002.55E+00

    1996041912004.70E+012.10E+002.10E+002.29E+00

    1996042012004.40E+011.92E+001.92E+002.11E+00

    1996042112004.00E+011.70E+001.70E+001.87E+00

    1996042212003.70E+011.54E+001.54E+001.70E+00

    1996042312003.50E+011.44E+001.44E+001.59E+00

    1996042412003.70E+011.54E+001.54E+001.70E+00

    1996042512003.40E+011.39E+001.39E+001.54E+00

    1996042612003.20E+011.29E+001.29E+001.43E+00

    1996042712003.70E+011.54E+001.54E+001.70E+00

    1996042812003.20E+011.29E+001.29E+001.43E+00

    1996042912003.20E+011.29E+001.29E+001.43E+00

    1996043012005.10E+012.34E+002.34E+002.55E+00

    1996050112007.30E+013.87E+003.87E+004.16E+00

    1996050212004.60E+012.04E+002.04E+002.23E+00

    1996050312003.80E+011.59E+001.59E+001.76E+00

    1996050412003.30E+011.34E+001.34E+001.49E+00

    1996050512002.90E+011.15E+001.15E+001.28E+00

    1996050612002.60E+011.01E+001.01E+001.13E+00

    1996050712006.20E+013.06E+003.06E+003.31E+00

    1996050812004.00E+011.70E+001.70E+001.87E+00

    1996050912003.30E+011.34E+001.34E+001.49E+00

    1996051012002.70E+011.05E+001.05E+001.18E+00

    1996051112002.40E+019.22E-019.22E-011.04E+00

    1996051212001.50E+021.21E+011.21E+011.25E+01

    1996051312006.30E+013.13E+003.13E+003.38E+00

    1996051412004.50E+011.98E+001.98E+002.17E+00

    1996051512003.60E+011.49E+001.49E+001.65E+00

    1996051612003.60E+011.49E+001.49E+001.65E+00

    1996051712003.60E+011.49E+001.49E+001.65E+00

    1996051812003.00E+011.19E+001.19E+001.33E+00

    1996051912002.60E+011.01E+001.01E+001.13E+00

    1996052012002.20E+018.37E-018.37E-019.46E-01

    1996052112002.00E+017.54E-017.54E-018.58E-01

    1996052212001.80E+016.75E-016.75E-017.72E-01

    1996052312001.80E+016.75E-016.75E-017.72E-01

    1996052412001.60E+015.97E-015.97E-016.88E-01

    1996052512001.50E+015.59E-015.60E-016.48E-01

    1996052612001.40E+015.22E-015.22E-016.08E-01

    1996052712001.50E+015.59E-015.60E-016.48E-01

    1996052812002.00E+017.54E-017.54E-018.58E-01

    1996052912003.80E+011.59E+001.59E+001.76E+00

    1996053012002.90E+011.15E+001.15E+001.28E+00

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