Kansas Real-Time Water Quality

Kansas Regression Models, by Publication Source

Christensen, V.G., Ziegler, A.C., Rasmussen, P.P., and Jian, Xiaodong, 2003, Continuous Real-Time Water-Quality Monitoring of Kansas Streams, in Proceedings of 2003 Spring Specialty Conference on Agricultural Hydrology and Water Quality, May 12-14, 2003, Kansas City, Missouri: Middleburg, Virginia, American Water Resources Association, AWRA Technical Publication Series No. TPS-03-1, compact disc.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
07143672 Hardness HARD = 9.8497 + 0.2734 SC 157 0.9597 1 4.9079, 0.0045 -0.8734
07143672 Alkalinity log10(ALK) = 0.5086 + 0.646 log10(SC) - 0.102 log10(Q) 155 0.9487 1.01467 0.1044, 0.0289, 0.0122 -0.9902, -0.8927, 0.8287
07143672 Diss. solids DS = 25.3 + 0.551 SC 158 0.9773 1 7.5557, 0.0067 -0.8627
07143672 Calcium Ca = 2.34 + 0.087 SC 157 0.9551 1 1.6521, 0.0015 -0.8734
07143672 Sodium Na = - 15.4 + 0.107 SC 157 0.9662 1 1.7505, 0.0016 -0.8734
07143672 Bicarbonate log10(HCO3) = - 0.179 + 0.846 log10(SC) 156 0.9124 1.02075 0.061316, 0.021125 -0.9929
07143672 Chloride Cl = - 33.7 + 0.209 SC 156 0.9572 1 3.8775, 0.0036 -0.873
07143672 Sulfate log10(SO4) = - 1.07 + 0.9005 log10(SC) 158 0.8854 1.03489 0.0752, 0.0259 -0.9929
07143672 Fluoride log10(F) = - 1.7 + 0.407 log10(SC) 55 0.2843 1.17163 0.2496, 0.0887 -0.9917
07143672 Diss. Nitrate NO3 = 0.473 + 1.001 log10(TURB) - 1.3431 log10(TEMP) 116 0.49 1 0.210639, 0.102527, 0.177876 -0.4946, -0.49766, -0.45801
07143672 Diss. Nitrate NO3 = 0.473 + 1.001 log10(TURB) - 1.3431 log10(TEMP) 116 0.49 1 0.210639, 0.102527, 0.177876 -0.4946, -0.49766, -0.45801
07143672 Total Org. N + NH3 log10(TKN) = - 0.816 + 0.439 log10(TURB) 35 0.8497 1.03434 0.074, 0.0321 -0.9663
07143672 Total phosphorus TP = 0.3246 + 0.000929 TURB 36 0.893 1 0.0312, 0.0001 -0.6405
07143672 Arsenic log10(As) = 1.16 - 0.227 log10(Q) 33 0.6628 1.17163 0.0725, 0.0291 -0.9336
07143672 Atrazine log10(ATR) = 0.4297 - 0.6431 cos(2π D / 365) + 0.3586 sin(2π D / 365) - 0.00079 SC 78 0.5523 1.80644 0.1574, 0.1199, 0.1054, 0.0001 0.6148, 0.0787, 0.0715, -0.8317, -0.3353, -0.2262
07143672 Triazines log10(TRI) = 0.242 - 0.000562 SC + 0.193 sin(2π D / 365) - 0.572 cos(2π D / 365) 781 0.53 1.747 0.0441483, 4.07673E-5, 0.0251744, 0.0307074 -0.8897, 0.2263, -0.3125, 0.5855, -0.3982, 0.0908
07143672 Suspended sediment log10(SS) = 0.133 + 0.945 log10(TURB) 43 0.9475 1.04742 0.0819, 0.0348 -0.9645
07143672 Total suspended solids log10(TSS) = 0.011 + 0.943 log10(TURB) 48 0.933 1.12666 0.0848, 0.0373 -0.9564
07144100 Hardness HARD = 0.442 + 0.318 SC 131 0.9646 1 3.9243, 0.0054 -0.8755
07144100 Alkalinity log10(ALK) = 0.574 + 0.671 log10(SC) - 0.1211 log10(Q) 131 0.9364 1.01447 0.1487, 0.0419, 0.0163 -0.9895, -0.9151, 0.8521
07144100 Diss. solids DS = 17.2 + 0.562 SC 125 0.9585 1 4.1573, 0.0057 -0.8721
07144100 Calcium Ca = - 0.0587 + 0.0979 SC 131 0.9617 1 1.2588, 0.0017 -0.8755
07144100 Sodium Na = - 23.4 + 0.101 SC + 3.79 log10(Q) 131 0.9654 1 4.2543, 0.0026, 1.1617 -0.9065, -0.9622, 0.7902
07144100 Bicarbonate log10(HCO3) = 2.32 + 0.000462 SC - 0.174 log10(Q) 131 0.9132 1.01336 0.0589, 0, 0.0161 -0.9065, -0.9622, 0.7902
07144100 Chloride Cl = - 112 + 0.203 SC + 25.7 log10(Q) 131 0.9419 1 9.5484, 0.0058, 2.6079 -0.9065, -0.9622, 0.7902
07144100 Sulfate SO4 = 0.1 + 0.0592 SC 131 0.9244 1 1.084, 0.0015 -0.8762
07144100 Fluoride log10(F) = - 1.75 + 0.434 log10(SC) 57 0.6211 0.980945 0.122, 0.0458 -0.9934
07144100 Diss. Nitrate log10(NO3) = 0.028 + 0.23 log10(TURB) - 0.0306 TEMP 134 0.32 1.333 0.094294, 0.04502, 0.004093 -0.6843, -0.37886, -0.34922
07144100 Total Org. N + NH3 TKN = 0.863 + 0.00232 TURB 39 0.7425 1 0.1105, 0.0002 -0.6696
07144100 Total phosphorus TP = 0.506 + 0.000567 TURB 36 0.5488 1 0.0451, 0.0001 -0.6882
07144100 Arsenic log10(As) = 1.3 - 0.25 log10(Q) 34 0.6822 1.04103 0.0847, 0.0302 -0.9559
07144100 Atrazine log10(ATR) = 0.237 - 0.7452 cos(2π D / 365) + 0.5043 sin(2π D / 365) - 0.000647 SC 205 0.6038 1.44198 0.0868, 0.0681, 0.0462, 0.0001 0.6239, 0.0963, 0.072, -0.8259, -0.2386, -0.1922
07144100 Triazines log10(TRI) = 0.35 - 0.000807 SC + 0.37 sin(2π D / 365) - 0.671 cos(2π D / 365) 2525 0.55 1.561 0.026681, 2.9853E-5, 0.0120929, 0.0203725 -0.842, 0.1833, -0.2486, 0.6526, -0.2605, 0.0734
07144100 Suspended sediment log10(SS) = 0.185 + 0.715 log10(TURB) + 0.188 log10(Q) 47 0.9082 1.14088 0.1036, 0.0787, 0.0651 -0.3875, -0.1645, -0.8313
07144100 Total suspended solids log10(TSS) = - 0.83 + 1.16 log10(TURB) + 0.000605 SC 54 0.9107 1.11909 0.301657, 0.091378, 0.000183 -0.984092, -0.953635, 0.9015

Christensen, V.G., 2001, Characterization of Surface-Water Quality Based on Real-Time Monitoring and Regression Analysis, Quivira National Wildlife Refuge, South-Central Kansas, December 1998 Through June 2001: U.S. Geological Survey Water-Resources Investigations Report 01-4248, 28 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
07142575 Alkalinity log10(ALK) = 2.36 - 0.000368 Q - 0.000148 (TEMP)2 18 0.71 1.024 0.0300623, 6.73E-5, 5.42E-5 -0.353401, -0.777645, 0.016424
07142575 Diss. solids DS = 14.3 + 0.549 SC 18 0.999 1 10.9609, 0.0026565 -0.820487
07142575 Sodium Na = - 117 + 0.0938 Q + 0.203 SC 18 0.998 1 14.1661, 0.0293173, 0.0029325 -0.703252, -0.875308, 0.554267
07142575 Chloride Cl = - 172 + 0.113 Q + 0.3194 SC 18 0.999 1 14.8381, 0.030708, 0.0030716 -0.703252, -0.875308, 0.554267
07142575 Sulfate SO4 = 13.17 + 0.0268 SC 18 0.983 1 3.57792, 0.0008671 -0.820485
07142575 Fluoride log10(F) = - 0.892 + 0.162 log10(SC) - 0.000255 Q 18 0.826 1.03 0.230331, 0.0639225, 9.62E-5 -0.997645, -0.831071, 0.811252
07142575 Diss. Nitrate log10(NO3) = - 7.37 - 0.000442 SC + 2.6 log10(SC) - 0.000998 (TEMP)2 20 0.828 1.187 1.31138, 7.0E-5, 0.4395, 0.00026 0.0765204, -0.994159, -0.902385, -0.286455, -0.325714, 0.225468
07142575 Total Org. N + NH3 TKN = 0.469 + 0.0234 TEMP - 6.55E-5 SC + 0.00317 TURB 20 0.806 1 0.196506, 0.0087763, 3.41E-5, 0.0006893 -0.466663, -0.489197, -0.393039, -0.480798, -0.372011, 0.591246
07142575 Total phosphorus TP = 0.776 + 0.0057 TEMP - 0.227 log10(SC) + 0.00103 TURB 20 0.96 1 0.116458, 0.0012489, 0.0329483, 0.0001061 0.0746053, -0.97546, -0.255771, -0.652923, -0.301523, 0.621176
07142575 Suspended sediment log10(SS) = 0.438 + 0.926 log10(TURB) 9 0.926 1.065 0.214782, 0.099156 -0.966771
07142575 Total suspended solids log10(TSS) = 0.348 + 0.818 log10(TURB) 18 0.825 1.057 0.182567, 0.0942463 -0.979635

Foster, G.M., Graham, J.L., 2016, Logistic and linear regression model documentation for statistical relations between continuous real-time and discrete water-quality constituents in the Kansas River, Kansas, July 2012 through June 2015: U.S. Geological Survey Open-File Report 2016-1040, 27 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06887500 Alkalinity log10(ALK) = 0.733 + 0.526 log10(SC) 49 0.898 1 0.0731, 0.0255 -0.998
06887500 Diss. solids log10(DSR) = 0.0548 + 0.911 log10(SC) 55 0.976 1 0.0556, 0.0193 -0.998
06887500 Calcium log10(Ca) = - 0.0258 + 0.646 log10(SC) 55 0.923 1 0.0728, 0.0253 -0.998
06887500 Magnesium log10(Mg) = - 0.996 + 0.768 log10(SC) 55 0.919 1 0.0891, 0.031 -0.998
06887500 Sodium log10(Na) = - 2.55 + 1.52 log10(SC) 55 0.965 1.01 0.114, 0.0395 -0.998
06887500 Chloride log10(CLR) = - 3.33 + 1.82 log10(SC) 55 0.962 1.01 0.141, 0.0491 -0.998
06887500 Sulfate log10(SO4R) = - 1.06 + 1.05 log10(SC) 55 0.937 1.01 0.107, 0.0372 -0.998
06887500 Total nitrogen log10(TNR) = - 0.131 + 0.314 log10(TURB) - 0.149 log10(TChl) 36 0.819 1.02 0.0721, 0.0295, 0.0373 -0.812, -0.738, 0.252
06887500 Total nitrogen log10(TNR) = - 0.131 + 0.314 log10(TURB) - 0.149 log10(TChl) 36 0.819 1.02 0.0721, 0.0295, 0.0373 -0.812, -0.738, 0.252
06887500 Total phosphorous log10(TPR) = - 0.893 + 0.27 log10(TURB) - 0.0763 sin(2π D / 365) + 0.00703 cos(2π D / 365) 49 0.574 1.04 0.0712, 0.0462, 0.0245, 0.0352 -0.962, -0.144, 0.181, -0.476, 0.6, 0.146
06887500 Total phosphorous log10(TPR) = - 0.893 + 0.27 log10(TURB) - 0.0763 sin(2π D / 365) + 0.00703 cos(2π D / 365) 49 0.574 1.04 0.0712, 0.0462, 0.0245, 0.0352 -0.962, -0.144, 0.181, -0.476, 0.6, 0.146
06887500 Nitrate plus nitrite NO3+NO2 = 1.85 - 0.00102 SC - 0.0176 TChl 54 0.654 1 0.126, 0.000153, 0.00308 -0.868, -0.156, -0.252
06887500 Nitrate plus nitrite NO3+NO2 = 1.85 - 0.00102 SC - 0.0176 TChl 54 0.654 1 0.126, 0.000153, 0.00308 -0.868, -0.156, -0.252
06887500 Suspended sediment log10(SSR) = 0.461 + 0.969 log10(TURB) 48 0.776 1.21 0.129, 0.0757 -0.961
06887500 Suspended sediment log10(SSR) = 0.461 + 0.969 log10(TURB) 48 0.776 1.21 0.129, 0.0757 -0.961
06887500 probability of geosmin PGeo = 1.325 + 0.83 sin(2π D / 365) + 1.219 cos(2π D / 365) - 0.0527 TChl 59 0.001 1 0.515, 0.459, 0.501, 0.0255
06887500 probability of geosmin PGeo = 1.325 + 0.83 sin(2π D / 365) + 1.219 cos(2π D / 365) - 0.0527 TChl 59 0.001 1 0.515, 0.459, 0.501, 0.0255
06887500 probability of microcystin PMC = - 0.872 - 1.716 sin(2π D / 365) - 1.313 cos(2π D / 365) + 0.000349 Q - 0.049 TURB 59 0.001 1 0.688, 0.736, 0.636, 0.000178, 0.0243
06887500 probability of microcystin PMC = - 0.872 - 1.716 sin(2π D / 365) - 1.313 cos(2π D / 365) + 0.000349 Q - 0.049 TURB 59 0.001 1 0.688, 0.736, 0.636, 0.000178, 0.0243
06887500 probability of cyanobacteria PCyano = 0.0887 - 0.875 sin(2π D / 365) - 1.914 cos(2π D / 365) - 0.0319 TURB 56 1 0.581, 0.507, 0.662, 0.0135
06887500 probability of cyanobacteria PCyano = 0.0887 - 0.875 sin(2π D / 365) - 1.914 cos(2π D / 365) - 0.0319 TURB 56 1 0.581, 0.507, 0.662, 0.0135
06887500 Actinomycetes log10(ACT) = 0.198 + 1.35 log10(TURB) 53 0.734 1.58 0.183, 0.112 -0.956
06887500 Actinomycetes log10(ACT) = 0.198 + 1.35 log10(TURB) 53 0.734 1.58 0.183, 0.112 -0.956
06892350 Alkalinity log10(ALK) = 0.616 + 0.567 log10(SC) 54 0.836 1 0.0976, 0.0344 -0.998
06892350 Diss. solids log10(DSR) = - 0.0345 + 0.938 log10(SC) 59 0.959 1 0.0724, 0.0255 -0.998
06892350 Calcium log10(Ca) = - 0.03 + 0.645 log10(SC) 59 0.87 1 0.0929, 0.0327 -0.998
06892350 Magnesium log10(Mg) = - 1.22 + 0.845 log10(SC) 59 0.951 1 0.0711, 0.025 -0.998
06892350 Sodium log10(Na) = - 3.13 + 1.72 log10(SC) 59 0.961 1.01 0.129, 0.0456 -0.998
06892350 Chloride log10(CLR) = - 3.78 + 1.97 log10(SC) 59 0.96 1.01 0.149, 0.0524 -0.998
06892350 Sulfate log10(SO4R) = - 1.73 + 1.29 log10(SC) 59 0.934 1.01 0.128, 0.0449 -0.998
06892350 Diss. nitrate + nitrite TIN = 0 + 1 NN 1 1 1 1, 1
06892350 Total nitrogen TNR = - 0.735 - 0.0362 TEMP + 1.93 log10(TURB) 40 0.846 1 0.225, 0.00844, 0.133 -0.239, -0.728, -0.446
06892350 Total nitrogen TNR = - 0.735 - 0.0362 TEMP + 1.93 log10(TURB) 40 0.846 1 0.225, 0.00844, 0.133 -0.239, -0.728, -0.446
06892350 Fecal coliform bacteria log10(FCBR) = 0.481 + 0.877 log10(TURB) - 0.228 sin(2π D / 365) - 0.59 cos(2π D / 365) 48 0.666 1.86 0.35, 0.22, 0.116, 0.164 -0.971, -0.0444, 0.07, -0.643, 0.687, 0.0495
06892350 Fecal coliform bacteria log10(FCBR) = 0.481 + 0.877 log10(TURB) - 0.228 sin(2π D / 365) - 0.59 cos(2π D / 365) 48 0.666 1.86 0.35, 0.22, 0.116, 0.164 -0.971, -0.0444, 0.07, -0.643, 0.687, 0.0495
06892350 E. coli log10(ECBR) = - 0.803 + 1.54 log10(TURB) 50 0.725 1.92 0.228, 0.135 -0.95
06892350 E. coli log10(ECBR) = - 0.803 + 1.54 log10(TURB) 50 0.725 1.92 0.228, 0.135 -0.95
06892350 Enterococci bacteria log10(ENT) = - 0.292 + 1.39 log10(TURB) + 0.211 sin(2π D / 365) + 0.214 cos(2π D / 365) 50 0.639 2.23 0.277, 0.175, 0.0935, 0.129 -0.97, -0.0144, 0.0479, -0.618, 0.667, 0.0238
06892350 Enterococci bacteria log10(ENT) = - 0.292 + 1.39 log10(TURB) + 0.211 sin(2π D / 365) + 0.214 cos(2π D / 365) 50 0.639 2.23 0.277, 0.175, 0.0935, 0.129 -0.97, -0.0144, 0.0479, -0.618, 0.667, 0.0238
06892350 Suspended sediment log10(SSR) = 0.441 + 0.942 log10(TURB) 51 0.844 1.12 0.0999, 0.0571 -0.959
06892350 Suspended sediment log10(SSR) = 0.441 + 0.942 log10(TURB) 51 0.844 1.12 0.0999, 0.0571 -0.959
06892350 probability of geosmin PGeo = 0.236 + 0.585 sin(2π D / 365) + 1.084 cos(2π D / 365) + 4.73E-5 Q 61 0.001 1 0.332, 0.413, 0.442, 3.03E-5
06892350 probability of microcystin PMC = - 1.021 - 1.141 sin(2π D / 365) - 0.824 cos(2π D / 365) - 0.000115 Q 60 0.001 1 0.463, 0.521, 0.511, 9.23E-5
06892350 probability of cyanobacteria PCyano = 0.724 - 1.254 sin(2π D / 365) - 3.725 cos(2π D / 365) - 0.0928 TURB 57 1 1.393, 0.74, 1.247, 0.0488
06892350 probability of cyanobacteria PCyano = 0.724 - 1.254 sin(2π D / 365) - 3.725 cos(2π D / 365) - 0.0928 TURB 57 1 1.393, 0.74, 1.247, 0.0488
06892350 Actinomycetes log10(ACT) = - 0.171 + 1.54 log10(TURB) + 0.246 sin(2π D / 365) + 0.194 cos(2π D / 365) 50 0.84 1.24 0.181, 0.114, 0.0615, 0.0814 -0.969, 0.0148, 0.0231, -0.579, 0.635, 0.0307
06892350 Actinomycetes log10(ACT) = - 0.171 + 1.54 log10(TURB) + 0.246 sin(2π D / 365) + 0.194 cos(2π D / 365) 50 0.84 1.24 0.181, 0.114, 0.0615, 0.0814 -0.969, 0.0148, 0.0231, -0.579, 0.635, 0.0307

Graham, J.L., Foster, G.M., Williams, T.J., Kramer, A.R., 2017, Occurrence of cyanobacteria, microcystin, and taste-and-odor compounds in Cheney Reservoir, Kansas, 2001–16: U.S. Geological Survey Scientific Investigations Report 2017–5016, 57 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
07144790 probability of geosmin PGeo = - 34.118 - 3.279 sin(2π D / 365) + 0.393 cos(2π D / 365) + 3.995 PH 48 0.001 1 17.635, 0.943, 0.513, 2.072
07144790 probability of microcystin PMC = - 0.19 - 1.868 sin(2π D / 365) - 1.109 cos(2π D / 365) + 0.091 TChl 45 0.001 1 0.647, 0.631, 0.542, 0.0525

Graham, J.L., Stone, M.L., Rasmussen, T.J., Poulton, B.C., 2010, Assessment of Effects of Wastewater Discharge and Treatment Facility Upgrades on Environmental and Biological Conditions of the Upper Blue River.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06893100 Acid neutralizing capability log10(ANC) = - 0.203 + 0.905 log10(SC) 32 0.91 1.01 0.1391, 0.0538 -0.9975
06893100 Diss. solids log10(DS) = 0.514 + 0.735 log10(SC) 32 0.92 1 0.1052, 0.0406 -0.9975
06893100 Calcium log10(Ca) = - 1.05 + 1.07 log10(SC) 32 0.95 1.01 0.1125, 0.0435 -0.9975
06893100 Magnesium log10(Mg) = - 2.02 + 1.08 log10(SC) 32 0.97 1 0.0916, 0.0354 -0.9975
06893100 Sodium log10(Na) = - 1.94 + 1.2 log10(SC) 32 0.87 1.02 0.2238, 0.0865 -0.9975
06893100 Chloride log10(Cl) = - 2.01 + 1.29 log10(SC) 32 0.79 1.04 0.3174, 0.1226 -0.9975
06893100 Sulfate log10(SO4) = - 1.71 + 1.21 log10(SC) 31 0.92 1.01 0.1779, 0.0685 -0.9976
06893100 Diss. nitrate + nitrite log10(TIN) = - 0.747 + 0.189 log10(Q) 32 0.51 1.13 0.0876, 0.0339 -0.8895
06893100 Total Org. N + NH3 TKN = 0.495 + 0.0047 TURB 32 0.87 1 0.1372, 0.0003 -0.6678
06893100 Total phosphorus TP = 0.0754 + 0.0016 TURB 32 0.94 1 0.0303, 0.0001 -0.6678
06893100 Dissolved phosphorus log10(Pdis) = 1.41 - 1.01 log10(SC) 32 0.25 1.26 0.8297, 0.3205 -0.9975
06893100 Particulate phosphorus log10(Ppart) = - 1.99 + 0.67 log10(TURB) 32 0.84 1.12 0.1186, 0.0547 -0.9423
06893100 E. coli log10(ECB) = 0.572 + 1.32 log10(TURB) 32 0.72 1.97 0.3241, 0.1513 -0.9387
06893100 Suspended sediment log10(SS) = 0.352 + 0.973 log10(TURB) 32 0.93 1.11 0.1029, 0.048 -0.9387
06893100 Total suspended solids log10(TSS) = - 0.085 + 1.13 log10(TURB) 32 0.98 1.05 0.0642, 0.03 -0.9387
06893150 Acid neutralizing capability log10(ANC) = 0.186 + 0.72 log10(SC) 18 0.75 1.02 0.2741, 0.1051 -0.9975
06893150 Diss. solids log10(DS) = 0.441 + 0.765 log10(SC) 17 0.98 1 0.0816, 0.0313 -0.9974
06893150 Calcium log10(Ca) = - 0.657 + 0.902 log10(SC) 18 0.92 1.01 0.1782, 0.0683 -0.9975
06893150 Magnesium log10(Mg) = - 1.93 + 1.05 log10(SC) 18 0.95 1.01 0.1589, 0.0609 -0.9975
06893150 Sodium log10(Na) = - 2.67 + 1.53 log10(SC) 18 0.89 1.03 0.3484, 0.1335 -0.9975
06893150 Chloride log10(Cl) = - 2.71 + 1.59 log10(SC) 20 0.86 1.04 0.4025, 0.1531 -0.9975
06893150 Sulfate log10(SO4) = - 2.3 + 1.44 log10(SC) 18 0.93 1.01 0.26, 0.0997 -0.9975
06893150 Diss. nitrate + nitrite log10(TIN) = 0.547 - 0.238 log10(Q) 20 0.71 1.05 0.0987, 0.0357 -0.9478
06893150 Diss. orthophosphorus log10(DOP) = 0.209 - 0.402 log10(Q) 20 0.37 1.8 0.3407, 0.1232 -0.9478
06893150 Total Org. N + NH3 log10(TKN) = - 0.471 + 0.331 log10(TURB) 20 0.63 1.12 0.1342, 0.0596 -0.9093
06893150 Total phosphorus TP = 0.484 - 0.0009 TURB 20 0.56 1 0.1, 0.0002 -0.7078
06893150 Dissolved phosphorus log10(Pdis) = 0.0866 - 0.307 log10(Q) 20 0.42 1.5 0.2366, 0.0856 -0.9478
06893150 Particulate phosphorus Ppart = 0.0586 + 0.0013 TURB 20 0.78 1 0.0813, 0.0002 -0.7078
06893150 E. coli log10(ECB) = 1.42 + 0.995 log10(TURB) 18 0.84 1.52 0.2467, 0.1079 -0.9097
06893150 Suspended sediment log10(SS) = 0.896 + 0.761 log10(TURB) 18 0.88 1.15 0.1667, 0.0706 -0.9305
06893150 Total suspended solids log10(TSS) = 0.273 + 0.982 log10(TURB) 18 0.94 1.1 0.1441, 0.061 -0.9305

Juracek, K.E., 2011, Suspended-sediment loads, reservoir sediment trap efficiency, and upstream and downstream channel stability for Kanopolis and Tuttle Creek Lakes, Kansas: U.S. Geological Survey Scientific Investigations Report 2011-5187, 35 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06864500 Suspended sediment log10(SS) = 0.347 + 0.9642 log10(TURB) 11 0.9888 1.0067 0.0872, 0.0341 -0.9814
06865500 Suspended sediment load log10(SSL) = - 3.5636 + 1.3686 log10(Q) 9 0.8921 1.1315 0.4538, 0.1799 -0.983
06882510 Suspended sediment log10(SS) = - 0.6116 + 0.5434 log10(TURB) + 0.6299 log10(Q) 14 0.9683 1.0194 0.2413, 0.0954, 0.1158 0.2713, -0.7747, -0.8152
06884400 Suspended sediment log10(SS) = 0.1477 + 0.7307 log10(TURB) + 0.3119 log10(Q) 15 0.9723 1.0182 0.1676, 0.0846, 0.0887 0.0164, 0.5767, -0.822
06885500 Suspended sediment log10(SSR) = 0.8729 + 0.829 log10(TURB) 15 0.9286 1.0351 0.1886, 0.0638 -0.9854
06887000 Suspended sediment log10(SS) = 0.2621 + 0.8853 log10(TURB) 9 0.862 1.01447 0.2088, 0.1339 -0.9912

King, A.S., Rasmussen, P.P., and Ziegler, A.C., 2012, Use of regression analysis and continuous real-time water-quality monitoring to compute constituent concentrations, loads, and yields in the Little Arkansas River, south-central Kansas, 1995-2011: U.S. Geological Survey Scientific Investigations Report 2012-XXXX, XX pp.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
07143672 Triazines log10(TRI) = - 0.307 + 0.328 log10(Q) - 0.438 log10(TEMP) + 0.0906 sin(2π D / 365) - 0.678 cos(2π D / 365) 43 0.599 1.6 0.318, 0.0942, 0.236, 0.118, 0.189 -0.724, -0.751, 0.153, 0.0571, -0.288, 0.0872, -0.734, 0.356, 0.82, 0.0323
07144100 Triazines log10(TRI) = 0.134 - 0.000203 log10(SC) + 0.06158 sin(2π D / 365) - 0.4224 cos(2π D / 365) 45 0.29 1.69 0.226, 0.000322, 0.134, 0.159 -0.903, -0.0872, -0.085, 0.708, -0.643, 0.103

Kramer, A.R., and Williams, T.J., 2022, Model Archival Summary for Suspended-Sediment Concentration at U.S. Geological Survey Site 06887000, Big Blue River near Manhattan, Kansas, during July 2018 through August 2023: U.S. Geological Survey data release.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06887000 Suspended sediment log10(SSR) = 0.174 + 0.961 log10(TURB) 36 0.85 1.08 0.0936, 0.0692 -0.959

Lee, C.J., Rasmussen, P.P., Ziegler, A.C., and Fuller, C.C., 2009, Transport and sources of suspended sediment in the Mill Creek watershed, Johnson County, northeast Kansas, 2006–07: U.S. Geological Survey Scientific Investigations Report 2009-5001, 52 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
385404094485800 Suspended sediment log10(SS) = 0.32 + 0.969 log10(TURB) 95 0.93 1.03 0.1267, 0.0549 -0.9546
385800094485300 Suspended sediment log10(SS) = 0.32 + 0.969 log10(TURB) 95 0.93 1.03 0.1267, 0.0549 -0.9546
385826094491700 Suspended sediment log10(SS) = 0.32 + 0.969 log10(TURB) 95 0.93 1.03 0.1267, 0.0549 -0.9546
385952094454000 Suspended sediment log10(SS) = 0.32 + 0.969 log10(TURB) 95 0.93 1.03 0.1267, 0.0549 -0.9546
390010094482100 Suspended sediment log10(SS) = 0.32 + 0.969 log10(TURB) 95 0.93 1.03 0.1267, 0.0549 -0.9546
390026094485800 Suspended sediment log10(SS) = 0.32 + 0.969 log10(TURB) 95 0.93 1.03 0.1267, 0.0549 -0.9546
390051094522200 Suspended sediment log10(SS) = 0.32 + 0.969 log10(TURB) 95 0.93 1.03 0.1267, 0.0549 -0.9546
390056094493200 Suspended sediment log10(SS) = 0.32 + 0.969 log10(TURB) 95 0.93 1.03 0.1267, 0.0549 -0.9546

Leiker, B.M., Rasmussen, T.J., Eslick-Huff, P.J., and Painter, C.C., 2021, Assessment of water-quality constituents monitored for total maximum daily loads in Johnson County, Kansas, January 2015 through December 2018: U.S. Geological Survey Scientific Investigations Report 2021-5041, 45 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06892513 Total nitrogen TNR = 0.0759 + 0.00594 TURB + 1.26 NN 32 0.906 1 0.2, 0.000583, 0.11 -0.166, -0.787, -0.223
06892513 E. coli log10(ECBR) = 0.79 + 1.34 log10(TURB) 34 0.83 1.56 0.179, 0.105 -0.895
06892513 Suspended sediment log10(SSR) = 0.345 + 1.09 log10(TURB) 35 0.912 1.18 0.0975, 0.0578 -0.895
06892513 Total suspended solids log10(TSSR) = 0.339 + 1.05 log10(TURB) 36 0.937 1.12 0.0769, 0.0462 -0.888

Mau, D.P., Ziegler, A.C., Porter, S.D., and Pope, L.M., 2004, Surface-Water-Quality Conditions and Relation to Taste-and-Odor Occurrences in the Lake Olathe Watershed, Northeast Kansas, 2000-02: U.S. Geological Survey Scientific Investigations Report 2004-5047, 95 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06892440 Diss. solids DS = - 76.65 + 0.737 SC 6 0.91 1 79.807, 0.1205 -0.99
06892440 Diss. nitrate + nitrite TIN = - 1.33 - 0.14 TEMP + 0.69 PH 12 0.63 1 2.8744, 0.0458, 0.3319 -0.4239, -0.9517, 0.1358
06892440 Diss. orthophosphorus DOP = 0.022 + 0.0002 Q 11 0.83 1 0.0065, 0.0065 -0.57
06892440 Total Org. N + NH3 TKN = 0.75 + 0.002 TURB 13 0.6 1 0.2062, 0.0005 -0.68
06892440 Total nitrogen TN = - 5.56 + 0.006 Q + 0.97 PH 12 0.7 1 3.2272, 0.0015, 0.4053 -0.1284, -0.9949, 0.0731
06892440 Total phosphorus TP = - 0.35 + 0.29 log10(TURB) 13 0.81 1 0.0732, 0.0001 -0.96
06892440 Atrazine ATR = 1.075 + 0.0192 Q - 0.003 TURB 12 0.92 1 0.3948, 0.002, 0.0011 -0.151, -0.4532, -0.5595
06892440 Fecal coliform bacteria log10(FCB) = 0.64 + 1.16 log10(TURB) 18 0.62 2.12 0.4624, 0.2261 -0.9528
06892440 Fecal coliform bacteria log10(FCB) = 0.64 + 1.16 log10(TURB) 18 0.62 2.12 0.4624, 0.2261 -0.9528
06892440 E. coli log10(ECB) = 0.58 + 1.19 log10(TURB) 18 0.6 2.31 0.4993, 0.2441
06892440 E. coli log10(ECB) = 0.58 + 1.19 log10(TURB) 18 0.6 2.31 0.4993, 0.2441 -0.9528
06892440 Enterococci bacteria log10(ENT) = 1.15 + 1.14 log10(TURB) 10 0.67 2.06 0.546, 0.2828 -0.938
06892440 Suspended sediment log10(SS) = 1.54 + 0.002 TURB 12 0.78 1 0.1271, 0.0003 -0.697
06892450 Sodium Na = - 80.003 + 0.09 SC + 8.8172 PH 11 0.94 1 23.8042, 0.0081, 2.8976 -0.2047, -0.985, 0.0352
06892450 Chloride Cl = - 42.32 + 0.18 SC 11 0.92 1 8.9364, 0.0177 -0.9862
06892450 Diss. nitrate + nitrite TIN = - 1.638 + 0.026 TURB + 0.0039 SC - 0.0278 TEMP 15 0.94 1 0.5153, 0.0032, 0.0008, 0.0079 -0.0908, -0.9518, -0.088, -0.7682, 0.018, 0.6024
06892450 Diss. orthophosphorus DOP = 0.0074 + 0.0024 sin(4π D) - 0.0049 cos(4π D) + 0.002 TURB + 0.0006 TChl 15 0.91 1 0.0024, 0.0015, 0.0015, 0.0001, 0.0001 -0.1072, -0.4412, 0.1755, -0.3345, -0.1433, 0.0785, -0.6567, 0.1132, 0.3495, -0.3757

Putnam, J.E., and Pope, L.M., 2003, Trends in Suspended-Sediment Concentration at Selected Stream Sites in Kansas, 1970-2002: U.S. Geological Survey Water-Resources Investigations Report 03-4150, 36 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06847900 Suspended sediment log10(SS) = 1.682 + 0.268 log10(Q) + 0.129 (log10(Q))2 50 0.56 1.49 0.0756, 0.0937, 0.0435 -0.31325, -0.144088, -0.711383
06876900 Suspended sediment log10(SS) = - 0.161 + 1.351 log10(Q) - 0.116 (log10(Q))2 129 0.57 1.36 0.7206, 0.5527, 0.1016 -0.994326, 0.979506, -0.994876
06877600 Suspended sediment log10(SS) = - 1.147 + 1.542 log10(Q) - 0.112 (log10(Q))2 178 0.65 1.6 0.6863, 0.4563, 0.0737 -0.994509, 0.979181, -0.994648
06885500 Suspended sediment log10(SS) = 1.382 + 0.3 log10(Q) + 0.075 (log10(Q))2 86 0.66 1.67 0.2398, 0.2492, 0.0552 -0.956381, 0.894549, -0.979865
06890100 Suspended sediment log10(SS) = 1.27 + 0.257 log10(Q) + 0.116 (log10(Q))2 181 0.68 2.16 0.1098, 0.105, 0.0254 -0.828952, 0.619412, -0.935261
06911900 Suspended sediment log10(SS) = 1.374 + 0.087 log10(Q) + 0.135 (log10(Q))2 90 0.71 1.32 0.061, 0.0615, 0.0202 -0.538764, 0.13219, -0.837894
07141900 Suspended sediment log10(SS) = 2.085 + 0.246 log10(Q) + 0.003 (log10(Q))2 43 0.41 1.3 0.0994, 0.1121, 0.0342 -0.601216, 0.296546, -0.904152
07146500 Suspended sediment log10(SS) = - 1.478 + 1.435 log10(Q) - 0.079 (log10(Q))2 130 0.57 1.66 1.2909, 0.787, 0.1179 -0.995953, 0.984324, -0.996002
07147800 Suspended sediment log10(SS) = 1.058 + 0.035 log10(Q) + 0.114 (log10(Q))2 79 0.81 1.2 0.2873, 0.2196, 0.0394 -0.977907, 0.933153, -0.985248
07169800 Suspended sediment log10(SS) = 0.978 + 0.48 log10(Q) + 0.016 (log10(Q))2 80 0.71 1.26 0.1844, 0.1444, 0.029 -0.918909, 0.780368, -0.958488
07183500 Suspended sediment log10(SS) = 1.72 - 0.472 log10(Q) + 0.167 (log10(Q))2 165 0.67 1.26 0.2191, 0.1697, 0.0305 -0.979166, 0.941233, -0.988293

Rasmussen, P.P., Eslick, P.J., and Ziegler, A.C., 2016, Relations between continuous real-time physical properties and discrete water-quality constituents in the Little Arkansas River, south-central Kansas, 1998-2014: U.S. Geological Survey Open-File Report 2016-1057, 20 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
07143672 Hardness log10(HARD) = - 0.582 + 1.02 log10(SC) 152 0.979 1.01 0.0341, 0.0123 -0.9925
07143672 Total organic carbon log10(OrgC) = 0.421 + 0.355 log10(TURB) 57 0.833 1.03 0.0429, 0.0214 -0.9295
07143672 Total organic carbon log10(OrgC) = 0.421 + 0.355 log10(TURB) 57 0.833 1.03 0.0429, 0.0214 -0.9295
07143672 Alkalinity log10(ALKR) = 0.371 - 0.0875 log10(Q) + 0.687 log10(SC) 151 0.934 1.02 0.104, 0.0113, 0.0308 -0.8566, -0.9877, 0.776
07143672 Diss. solids DSR = 18.6 + 0.566 SC 150 0.992 1 3.65, 0.0041 -0.8365
07143672 Calcium log10(Ca) = - 1.14 + 1.04 log10(SC) 151 0.979 1.01 0.0345, 0.0124 -0.9925
07143672 Sodium log10(Na) = - 2 + 1.32 log10(SC) 152 0.98 1.01 0.0425, 0.0153 -0.9927
07143672 Bicarbonate log10(HCO3) = 0.546 - 0.102 log10(Q) + 0.665 log10(SC) 147 0.924 1.02 0.112, 0.012, 0.033 -0.8453, -0.9873, 0.7605
07143672 Chloride log10(CLR) = - 1.85 + 1.36 log10(SC) 152 0.961 1.02 0.0618, 0.0222 -0.9927
07143672 Sulfate log10(SO4R) = - 1.26 + 0.963 log10(SC) 148 0.899 1.03 0.0743, 0.0267 -0.9928
07143672 Total phosphorous log10(TPR) = - 0.954 + 0.386 log10(TURB) 50 0.813 1.02 0.0584, 0.0267 -0.9788
07143672 Total phosphorous log10(TPR) = - 0.954 + 0.386 log10(TURB) 50 0.813 1.02 0.0584, 0.0267 -0.9788
07143672 Arsenic log10(As) = 0.907 + 0.0151 TEMP - 0.239 log10(Q) 133 0.748 1.05 0.0393, 0.0016, 0.0135 -0.6159, -0.6851, -0.0572
07143672 Atrazine log10(ATRR) = 1.58 - 0.634 log10(SC) + 0.336 sin(2π D / 365) - 0.24 cos(2π D / 365) + 0.395 cos(4π D / 365) - 0.186 sin(4π D / 365) 124 0.419 1.89 0.511, 0.182, 0.0939, 0.106, 0.0891, 0.0904 -0.9908, 0.1502, -0.1761, 0.3384, -0.2731, 0.0733, 0.034, -0.0147, 0.2148, 0.4011, -0.064, 0.0673, 0.345, -0.1043, 0.1478
07143672 Fecal coliform bacteria log10(FCBR) = 0.943 + 0.999 log10(TURB) 72 0.68 1.92 0.162, 0.0819 -0.9364
07143672 Fecal coliform bacteria log10(FCBR) = 0.943 + 0.999 log10(TURB) 72 0.68 1.92 0.162, 0.0819 -0.9364
07143672 E. coli log10(ECBR) = 0.832 + 0.993 log10(TURB) 69 0.68 1.73 0.167, 0.0833 -0.9408
07143672 E. coli log10(ECBR) = 0.832 + 0.993 log10(TURB) 69 0.68 1.73 0.167, 0.0833 -0.9408
07143672 Suspended sediment log10(SSR) = 0.517 + 0.854 log10(TURB) + 0.0332 log10(Q) 71 0.929 1.07 0.0624, 0.0393, 0.0258 -0.6118, -0.152, -0.6548
07143672 Suspended sediment log10(SSR) = 0.517 + 0.854 log10(TURB) + 0.0332 log10(Q) 71 0.929 1.07 0.0624, 0.0393, 0.0258 -0.6118, -0.152, -0.6548
07143672 Total suspended solids log10(TSSR) = 0.194 + 0.953 log10(TURB) 67 0.933 1.09 0.0624, 0.0317 -0.9321
07143672 Total suspended solids log10(TSSR) = 0.194 + 0.953 log10(TURB) 67 0.933 1.09 0.0624, 0.0317 -0.9321
07143672 Ammonia plus organic nitrogen log10(TKN) = - 0.652 + 0.443 log10(TURB) + 0.0419 sin(2π D / 365) + 0.0885 cos(2π D / 365) 67 0.928 1.02 0.0313, 0.0166, 0.0153, 0.0166 -0.9372, -0.0648, -0.049, -0.3997, 0.4895, 0.0011
07143672 Ammonia plus organic nitrogen log10(TKN) = - 0.652 + 0.443 log10(TURB) + 0.0419 sin(2π D / 365) + 0.0885 cos(2π D / 365) 67 0.928 1.02 0.0313, 0.0166, 0.0153, 0.0166 -0.9372, -0.0648, -0.049, -0.3997, 0.4895, 0.0011
07144100 Hardness log10(HARD) = - 0.607 + 1.04 log10(SC) 220 0.969 1.01 0.0344, 0.0126 -0.9945
07144100 Total organic carbon log10(OrgC) = 0.318 + 0.391 log10(TURB) 82 0.838 1.03 0.037, 0.0192 -0.9456
07144100 Total organic carbon log10(OrgC) = 0.318 + 0.391 log10(TURB) 82 0.838 1.03 0.037, 0.0192 -0.9456
07144100 Alkalinity log10(ALKR) = 0.36 + 0.731 log10(SC) - 0.094 log10(Q) 187 0.949 1.01 0.102, 0.0303, 0.0101 -0.9904, -0.8965, 0.8331
07144100 Diss. solids DSR = 13.2 + 0.576 SC 215 0.988 1 3.03, 0.0044 -0.8884
07144100 Calcium log10(Ca) = - 1.11 + 1.04 log10(SC) 219 0.974 1.01 0.0315, 0.0115 -0.9944
07144100 Sodium log10(Na) = - 2.08 + 1.33 log10(SC) 217 0.968 1.01 0.0449, 0.0164 -0.9947
07144100 Bicarbonate log10(HCO3) = 0.46 - 0.0959 log10(Q) + 0.727 log10(SC) 186 0.947 1.01 0.104, 0.0103, 0.0309 -0.8952, -0.9904, 0.8316
07144100 Chloride log10(CLR) = - 3.64 + 1.82 log10(SC) + 0.172 log10(Q) 203 0.918 1.04 0.17, 0.0518, 0.0156 -0.9923, -0.8806, 0.8218
07144100 Sulfate log10(SO4R) = - 0.816 + 0.943 log10(SC) - 0.112 log10(Q) 222 0.912 1.03 0.149, 0.0453, 0.0139 -0.9918, -0.8754, 0.8133
07144100 Total phosphorous log10(TPR) = - 0.493 + 0.2 log10(TURB) 120 0.617 1.03 0.0272, 0.0145 -0.944
07144100 Total phosphorous log10(TPR) = - 0.493 + 0.2 log10(TURB) 120 0.617 1.03 0.0272, 0.0145 -0.944
07144100 Arsenic log10(As) = 0.88 + 0.014 TEMP - 0.183 log10(Q) 189 0.741 1.03 0.0266, 0.0011, 0.0091 -0.5788, -0.6894, -0.1037
07144100 Atrazine log10(ATRR) = 1.68 - 0.67 log10(SC) + 0.39 sin(2π D / 365) - 0.393 cos(2π D / 365) + 0.13 cos(4π D / 365) - 0.363 sin(4π D / 365) 261 0.541 1.63 0.314, 0.115, 0.059, 0.0733, 0.0551, 0.0539 -0.9885, 0.1437, -0.1799, 0.2494, -0.1462, -0.0236, 0.0191, 0.0264, 0.1605, 0.5215, -0.0036, -0.0089, 0.5169, -0.212, -0.0486
07144100 Fecal coliform bacteria log10(FCBR) = 0.356 + 1.3 log10(TURB) 96 0.659 2.24 0.188, 0.0962 -0.9483
07144100 Fecal coliform bacteria log10(FCBR) = 0.356 + 1.3 log10(TURB) 96 0.659 2.24 0.188, 0.0962 -0.9483
07144100 E. coli log10(ECBR) = 0.174 + 1.35 log10(TURB) 96 0.728 1.99 0.168, 0.085 -0.9481
07144100 E. coli log10(ECBR) = 0.174 + 1.35 log10(TURB) 96 0.728 1.99 0.168, 0.085 -0.9481
07144100 Suspended sediment log10(SSR) = 0.262 + 0.933 log10(TURB) + 0.0431 log10(Q) 120 0.98 1.02 0.025, 0.0187, 0.011 -0.6598, -0.0075, -0.7146
07144100 Suspended sediment log10(SSR) = 0.262 + 0.933 log10(TURB) + 0.0431 log10(Q) 120 0.98 1.02 0.025, 0.0187, 0.011 -0.6598, -0.0075, -0.7146
07144100 Total suspended solids log10(TSSR) = 0.076 + 1.01 log10(TURB) 93 0.924 1.08 0.0588, 0.0304 -0.9473
07144100 Total suspended solids log10(TSSR) = 0.076 + 1.01 log10(TURB) 93 0.924 1.08 0.0588, 0.0304 -0.9473
07144100 Ammonia plus organic nitrogen log10(TKN) = - 0.541 + 0.387 log10(TURB) + 0.077 sin(2π D / 365) + 0.0326 cos(2π D / 365) 123 0.9 1.02 0.0237, 0.0137, 0.0111, 0.0124 -0.9426, -0.0899, -0.0018, -0.4289, 0.5499, -0.0055
07144100 Ammonia plus organic nitrogen log10(TKN) = - 0.541 + 0.387 log10(TURB) + 0.077 sin(2π D / 365) + 0.0326 cos(2π D / 365) 123 0.9 1.02 0.0237, 0.0137, 0.0111, 0.0124 -0.9426, -0.0899, -0.0018, -0.4289, 0.5499, -0.0055

Rasmussen, P.P., and Ziegler, A.C., 2003, Comparison and Continuous Estimates of Fecal Coliform and Escherichia Coli Bacteria in Selected Kansas Streams, May 1999 Through April 2002: U.S. Geological Survey Water-Resources Investigations Report 03-4056, 80 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
07142575 Fecal coliform bacteria log10(FCB) = 1.51 + 0.542 log10(TURB) 18 0.16 0.9958 0.5957, 0.3095 -0.9783
07142575 Fecal coliform bacteria log10(FCB) = 1.51 + 0.542 log10(TURB) 18 0.16 0.9958 0.5957, 0.3095 -0.9783
07143672 Fecal coliform bacteria log10(FCB) = 0.378 + 1.13 log10(TURB) 23 0.69 2.12 0.3512, 0.1666 -0.9552
07143672 Fecal coliform bacteria log10(FCB) = 0.378 + 1.13 log10(TURB) 23 0.69 2.12 0.3512, 0.1666 -0.9552
07143672 E. coli log10(ECB) = 0.439 + 1.01 log10(TURB) 23 0.63 2.28 0.3791, 0.1798 -0.9522
07143672 E. coli log10(ECB) = 0.439 + 1.01 log10(TURB) 23 0.63 2.28 0.3791, 0.1798 -0.9552
07144100 Fecal coliform bacteria log10(FCB) = 0.198 + 1.19 log10(TURB) 28 0.79 1.58 0.2645, 0.1214 -0.9448
07144100 Fecal coliform bacteria log10(FCB) = 0.198 + 1.19 log10(TURB) 28 0.79 1.58 0.2645, 0.1214 -0.9448
07144100 E. coli log10(ECB) = 0.111 + 1.17 log10(TURB) 28 0.73 1.88 0.304, 0.1395 -0.9448
07144100 E. coli log10(ECB) = 0.111 + 1.17 log10(TURB) 28 0.73 1.88 0.304, 0.1395 -0.9448

Rasmussen, T.J., Lee, C.J., and Ziegler, A.C., 2008, Estimation of Constituent Concentrations, Loads, and Yields in Streams of Johnson County, Northeast Kansas, Using Continuous Water-Quality Monitoring and Regression Models, October 2002 through December 2006: U.S. Geological Survey Scientific Investigations Report 2008-5014, 103 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06892360 Diss. solids log10(DS) = 0.49 + 0.739 log10(SC) 26 0.89 1.01 0.1371, 0.0537 -0.9972
06892360 Calcium log10(Ca) = - 0.958 + 1.02 log10(SC) 25 0.9 1.01 0.1807, 0.0706 -0.9973
06892360 Magnesium log10(Mg) = - 1.77 + 0.997 log10(SC) 26 0.93 1.01 0.1422, 0.0558 -0.9973
06892360 Sodium log10(Na) = - 2.09 + 1.26 log10(SC) 25 0.89 1.02 0.2392, 0.0935 -0.9973
06892360 Chloride log10(Cl) = - 1.91 + 1.21 log10(SC) 25 0.66 1.07 0.4586, 0.1793 -0.9973
06892360 Sulfate log10(SO4) = - 1.45 + 1.14 log10(SC) 23 0.82 1.03 0.3015, 0.1177 -0.9975
06892360 Total nitrogen log10(TN) = - 0.624 + 0.423 log10(TURB) 25 0.76 1.08 0.1092, 0.0496 -0.9457
06892360 Total phosphorus TP = 0.199 + 0.0015 TURB 24 0.81 1 0.0607, 0.0002 -0.6654
06892360 Fecal coliform bacteria log10(FCB) = 0.442 + 1.38 log10(TURB) 27 0.77 2 0.3201, 0.15 -0.9323
06892360 Fecal coliform bacteria log10(FCB) = 0.442 + 1.38 log10(TURB) 27 0.77 2 0.3201, 0.15 -0.9323
06892360 E. coli log10(ECB) = 0.524 + 1.29 log10(TURB) 27 0.79 1.76 0.2834, 0.1328 -0.9323
06892360 E. coli log10(ECB) = 0.524 + 1.29 log10(TURB) 27 0.79 1.76 0.2834, 0.1328
06892360 Enterococci bacteria log10(ENT) = 1.07 + 1.44 log10(TURB) 27 0.83 1.69 0.2812, 0.1318 -0.9323
06892360 Suspended sediment log10(SS) = - 0.11 + 1.165 log10(TURB) 24 0.98 1.03 0.0858, 0.0382 -0.9577
06892360 Total suspended solids log10(TSS) = - 0.15 + 1.14 log10(TURB) 24 0.93 1.11 0.1514, 0.0689 -0.9434
06892495 Diss. solids log10(DS) = - 0.0194 + 0.928 log10(SC) 26 0.98 1 0.0814, 0.0292 -0.9978
06892495 Calcium log10(Ca) = 0.198 + 0.5962 log10(SC) 22 0.68 1.01 0.2399, 0.0865 -0.9979
06892495 Magnesium log10(Mg) = - 1.36 + 0.824 log10(SC) 22 0.89 1.01 0.1755, 0.0633 -0.9979
06892495 Sodium log10(Na) = - 2.84 + 1.6 log10(SC) 23 0.94 1.01 0.2376, 0.0855 -0.998
06892495 Chloride log10(Cl) = - 3.18 + 1.76 log10(SC) 22 0.92 1.02 0.3142, 0.1133 -0.9979
06892495 Sulfate log10(SO4) = - 1.69 + 1.27 log10(SC) 21 0.89 1.02 0.2869, 0.1038 -0.9979
06892495 Fecal coliform bacteria log10(FCB) = - 0.121 + 1.644 log10(TURB) 26 0.84 1.85 0.2668, 0.1446 -0.921
06892495 Fecal coliform bacteria log10(FCB) = - 0.121 + 1.644 log10(TURB) 26 0.84 1.85 0.2668, 0.1446 -0.921
06892495 E. coli log10(ECB) = - 0.056 + 1.54 log10(TURB) 23 0.86 1.59 0.2529, 0.1324
06892495 E. coli log10(ECB) = - 0.056 + 1.54 log10(TURB) 23 0.86 1.59 0.2529, 0.1324 -0.9333
06892495 Enterococci bacteria log10(ENT) = 0.17 + 1.792 log10(TURB) 25 0.9 1.71 0.2376, 0.1266 -0.9269
06892495 Suspended sediment log10(SS) = - 0.116 + 1.174 log10(TURB) 21 0.97 1.05 0.093, 0.0456 -0.9484
06892495 Total suspended solids log10(TSS) = - 0.271 + 1.23 log10(TURB) 21 0.96 1.08 0.1088, 0.0545 -0.9424
06892513 Diss. solids log10(DS) = 0.107 + 0.886 log10(SC) 29 0.95 1.01 0.1118, 0.0398 -0.9963
06892513 Calcium log10(Ca) = - 0.233 + 0.718 log10(SC) 23 0.79 1.02 0.2269, 0.0812 -0.9961
06892513 Magnesium log10(Mg) = - 1.4 + 0.837 log10(SC) 23 0.82 1.03 0.237, 0.0848 -0.9961
06892513 Sodium log10(Na) = - 2.21 + 1.38 log10(SC) 23 0.93 1.04 0.2316, 0.0829 -0.9961
06892513 Chloride log10(Cl) = - 2.3 + 1.48 log10(SC) 23 0.92 1.05 0.2606, 0.0933 -0.9961
06892513 Sulfate log10(SO4) = - 1.42 + 1.14 log10(SC) 18 0.72 1.05 0.4863, 0.1795 -0.9981
06892513 Total nitrogen log10(TN) = 0.296 + 0.0006 TURB + 0.0483 sin(2π D / 365) + 0.2205 cos(2π D / 365) 23 0.61 1.09 0.0585, 0.0001, 0.0649, 0.0671 -0.7396, 0.3214, -0.4966, 0.3667, 0.5803, -0.3202
06892513 Total phosphorus log10(TP) = - 0.426 + 0.0008 TURB + 0.0222 sin(2π D / 365) + 0.156 cos(2π D / 365) 22 0.7 1.1 0.0572, 0.0001, 0.0635, 0.0656 -0.7396, 0.3214, -0.4996, -0.3667, 0.5803, -0.3202
06892513 Total phosphorous log10(TPR) = - 0.426 + 0.0008 TURB + 0.0222 sin(2π D / 365) + 0.156 cos(2π D / 365) 22 0.7 1.1 0.0572, 0.0001, 0.0635, 0.0656 -0.7396, 0.3214, -0.4996, -0.3667, 0.5803, -0.3202
06892513 Fecal coliform bacteria log10(FCB) = 0.422 + 1.358 log10(TURB) 25 0.8 2.12 0.2881, 0.1407 -0.8939
06892513 Fecal coliform bacteria log10(FCB) = 0.422 + 1.358 log10(TURB) 25 0.8 2.12 0.2881, 0.1407 -0.8939
06892513 E. coli log10(ECB) = 0.508 + 1.225 log10(TURB) 25 0.83 1.74 0.2302, 0.115 -0.8894
06892513 E. coli log10(ECB) = 0.508 + 1.225 log10(TURB) 25 0.83 1.74 0.2302, 0.115
06892513 Enterococci bacteria log10(ENT) = 0.75 + 1.405 log10(TURB) 26 0.8 1.94 0.2912, 0.1442 -0.893
06892513 Suspended sediment log10(SS) = 0.144 + 1.026 log10(TURB) 22 0.95 1.11 0.1163, 0.0525 -0.9181
06892513 Total suspended solids log10(TSS) = 0.242 + 0.985 log10(TURB) 22 0.95 1.13 0.1162, 0.0526 -0.9081
06893100 Diss. solids log10(DS) = 0.39 + 0.778 log10(SC) 23 0.88 1.01 0.1634, 0.0626 -0.9978
06893100 Total nitrogen log10(TN) = - 0.059 + 0.111 log10(Q) + 0.0004 TURB 18 0.78 1.06 0.0711, 0.0376, 0.0002 -0.7497, 0.2196, -0.6998
06893100 Fecal coliform bacteria log10(FCB) = 0.697 + 1.252 log10(TURB) 20 0.77 1.99 0.337, 0.1634 -0.9228
06893100 Fecal coliform bacteria log10(FCB) = 0.697 + 1.252 log10(TURB) 20 0.77 1.99 0.337, 0.1634 -0.9228
06893100 E. coli log10(ECB) = - 0.287 + 1.375 log10(TURB) 21 0.74 2.15 0.3773, 0.185 -0.9241
06893100 E. coli log10(ECB) = - 0.287 + 1.375 log10(TURB) 21 0.74 2.15 0.3773, 0.185
06893100 Enterococci bacteria log10(ENT) = 0.392 + 1.73 log10(TURB) 21 0.88 1.79 0.2923, 0.1433 -0.9241
06893390 Diss. solids log10(DS) = - 0.0865 + 0.951 log10(SC) 28 0.98 1.01 0.0726, 0.0263 -0.9912
06893390 Calcium log10(Ca) = - 0.562 + 0.798 log10(SC) 22 0.88 1.02 0.1782, 0.0669 -0.9953
06893390 Magnesium log10(Mg) = - 2.04 + 1.05 log10(SC) 22 0.9 1.02 0.2083, 0.0782 -0.9953
06893390 Sodium log10(Na) = - 2.02 + 1.34 log10(SC) 25 0.97 1.02 0.1409, 0.0507 -0.9911
06893390 Chloride log10(Cl) = - 2.43 + 1.53 log10(SC) 26 0.93 1.07 0.2374, 0.085 -0.9912
06893390 Sulfate log10(SO4) = - 1.84 + 1.28 log10(SC) 22 0.87 1.04 0.2889, 0.109 -0.996
06893390 Total nitrogen log10(TN) = 0.9865 - 0.1734 log10(TURB) + 0.126 sin(2π D / 365) + 0.0302 cos(2π D / 365) 24 0.61 1.05 0.0683, 0.036, 0.0488, 0.0422 -0.8878, 0.0968, -0.2447, -0.1874, 0.2975, -0.1547
06893390 Total phosphorus log10(TP) = 0.586 - 0.299 log10(Q) + 0.0009 log10(TURB) 23 0.62 1.05 0.1127, 0.0539, 0.0002 -0.9398, 0.5867, -0.7701
06893390 Fecal coliform bacteria log10(FCB) = 1.75 + 1 log10(TURB) 25 0.67 1.99 0.2973, 0.1458 -0.9115
06893390 Fecal coliform bacteria log10(FCB) = 1.75 + 1 log10(TURB) 25 0.67 1.99 0.2973, 0.1458 -0.9115
06893390 E. coli log10(ECB) = 1.58 + 1.019 log10(TURB) 25 0.71 1.85 0.277, 0.1358 -0.9115
06893390 E. coli log10(ECB) = 1.58 + 1.019 log10(TURB) 25 0.71 1.85 0.2777, 0.1358
06893390 Enterococci bacteria log10(ENT) = 1.57 + 1.31 log10(TURB) 25 0.81 1.95 0.2658, 0.1304 -0.9115
06893390 Suspended sediment log10(SS) = 0.0685 + 1.103 log10(TURB) 22 0.96 1.1 0.107, 0.0502 -0.9132
06893390 Total suspended solids log10(TSS) = 0.261 + 1 log10(TURB) 22 0.95 1.1 0.1033, 0.0502 -0.9076

Rasmussen, T.J., Ziegler, A.C., and Rasmussen, P.P., 2005, Estimation of Constituent Concentrations, Densities, Loads, and Yields in Lower Kansas River, Northeast Kansas, Using Regression Models and Continuous Water-Quality Monitoring, January 2000 Through December 2003: U.S. Geological Survey Scientific Investigations Report 2005-5165, 117 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06887500 Acid neutralizing capability log10(ANC) = 0.582 + 0.568 log10(SC) 17 0.68 1.01 0.2955, 0.1009 -0.9988
06887500 Diss. solids log10(DS) = - 0.034 + 0.938 log10(SC) 20 0.96 1 0.1354, 0.0467 -0.9986
06887500 Calcium log10(Ca) = - 0.465 + 0.787 log10(SC) 20 0.94 1 0.1383, 0.0476 -0.9986
06887500 Magnesium log10(Mg) = - 1.46 + 0.912 log10(SC) 20 0.92 1 0.179, 0.0616 -0.9986
06887500 Boron log10(B) = - 0.177 + 0.723 log10(SC) 19 0.92 1 0.1468, 0.0504 -0.9987
06887500 Sodium log10(Na) = - 2.39 + 1.46 log10(SC) 19 0.99 1 0.1112, 0.0382 -0.9987
06887500 Chloride log10(Cl) = - 2.73 + 1.6 log10(SC) 19 0.97 1 0.1838, 0.0631 -0.9987
06887500 Sulfate log10(SO4) = - 1.05 + 1.05 log10(SC) 20 0.89 1.01 0.2548, 0.0878 -0.9986
06887500 Fluoride log10(F) = - 0.98 + 0.17 log10(SC) 20 0.23 1.01 0.2131, 0.0734 -0.9986
06887500 Diss. Nitrate NO3 = - 2.33 + 1.03 log10(Q) - 0.334 log10(TEMP) 19 0.69 1 0.5865, 0.1782, 0.1049 -0.9817, 0.1821, -0.3256
06887500 Diss. nitrate + nitrite TIN = - 2.53 + 1.09 log10(Q) - 0.397 log10(TEMP) 21 0.66 1 0.6398, 0.1944, 0.1123 -0.9811, 0.1449, -0.2966
06887500 Diss. NH3 + Org. N log10(DKN) = 1.75 - 0.739 log10(SC) 21 0.57 1.03 0.442, 0.1519 -0.9986
06887500 Total Org. N + NH3 log10(TKN) = - 0.518 + 0.283 log10(TURB) 19 0.59 1.05 0.1207, 0.0606 -0.958
06887500 Total nitrogen log10(TN) = - 0.179 + 0.237 log10(TURB) 17 0.71 1.02 0.0774, 0.0389 -0.958
06887500 Total phosphorus log10(TP) = - 1.2 + 0.368 log10(TURB) 17 0.85 1.02 0.0783, 0.0393 -0.958
06887500 Triazines log10(TRI) = - 0.135 - 0.186 cos(2π D / 365) - 0.0434 sin(2π D / 365) 48 0.2 1 0.04, 0.0551, 0.0575 -0.1527, 0.1244, -0.0837
06887500 Fecal coliform bacteria log10(FCB) = - 0.448 + 1.19 log10(TURB) 56 0.62 2.04 0.263, 0.1282 -0.9659
06887500 Fecal coliform bacteria log10(FCB) = - 0.448 + 1.19 log10(TURB) 56 0.62 2.04 0.263, 0.1282 -0.9659
06887500 E. coli log10(ECB) = - 0.425 + 1.15 log10(TURB) 52 0.54 2.32 0.3029, 0.1495 -0.9655
06887500 E. coli log10(ECB) = - 0.424 + 1.15 log10(TURB) 52 0.54 2.32 0.3029, 0.1495
06887500 Enterococci bacteria log10(ENT) = 0.048 + 1.35 log10(TURB) 26 0.6 3.52 0.4666, 0.2257 -0.9584
06887500 Suspended sediment log10(SS) = 0.271 + 0.91 log10(TURB) 20 0.95 1.06 0.0996, 0.0513 -0.9571
06887500 Total suspended solids log10(TSS) = 0.087 + 0.923 log10(TURB) 17 0.94 1.05 0.117, 0.0596 -0.9533
06889000 Acid neutralizing capability log10(ANC) = 0.746 + 0.516 log10(SC) 17 0.76 1.01 0.2166, 0.0754 -0.9985
06889000 Diss. solids log10(DS) = - 0.156 + 0.978 log10(SC) 22 0.99 1 0.074, 0.0259 -0.9983
06889000 Calcium log10(Ca) = - 0.218 + 0.704 log10(SC) 21 0.87 1.01 0.1774, 0.0622 -0.9983
06889000 Magnesium log10(Mg) = - 1.27 + 0.855 log10(SC) 21 0.97 1 0.1031, 0.0362 -0.9983
06889000 Boron log10(B) = - 0.172 + 0.727 log10(SC) 22 0.89 1.01 0.167, 0.0585 -0.9983
06889000 Sodium log10(Na) = - 2.63 + 1.53 log10(SC) 21 0.97 1.01 0.1834, 0.0644 -0.9983
06889000 Chloride log10(Cl) = - 3.14 + 1.74 log10(SC) 22 0.97 1 0.2038, 0.0713 -0.9674
06889000 Sulfate log10(SO4) = - 1.28 + 1.12 log10(SC) 22 0.97 1 0.1287, 0.045 -0.9983
06889000 Fluoride log10(F) = - 1.1 + 0.217 log10(SC) 21 0.62 1 0.1114, 0.0391 -0.9983
06889000 Diss. Nitrate NO3 = - 1.73 + 0.797 log10(Q) - 0.298 log10(TEMP) 27 0.57 1 0.526, 0.1529, 0.1197 -0.9628, 0.1942, -0.0432
06889000 Diss. nitrate + nitrite TIN = - 1.54 + 0.742 log10(Q) - 0.329 log10(TEMP) 28 0.49 1 0.5854, 0.1704, 0.1341 -0.9629, -0.1462, -0.09118
06889000 Diss. NH3 + Org. N log10(DKN) = 0.642 - 0.379 log10(SC) 27 0.53 1.01 0.2043, 0.0713 -0.9981
06889000 Total Org. N + NH3 log10(TKN) = - 0.499 + 0.287 log10(TURB) 24 0.66 1.03 0.0921, 0.044 -0.963
06889000 Total nitrogen log10(TN) = - 0.281 + 0.268 log10(TURB) 24 0.72 1.02 0.0746, 0.0356 -0.963
06889000 Total phosphorus log10(TP) = - 1.26 + 0.392 log10(TURB) 23 0.83 1.03 0.0811, 0.0383 -0.9637
06889000 Triazines log10(TRI) = 1.58 - 0.576 log10(SC) - 0.254 cos(2π D / 365) - 0.0294 sin(2π D / 365) 55 0.5 1.18 0.6785, 0.2333, 0.0473, 0.0561 -0.9987, -0.1995, 0.1944, 0.5094, -0.5017, 0.109
06889000 Fecal coliform bacteria log10(FCB) = - 0.89 + 1.42 log10(TURB) 65 0.52 3.85 0.3747, 0.1724 -0.973
06889000 Fecal coliform bacteria log10(FCB) = - 0.89 + 1.42 log10(TURB) 65 0.52 3.85 0.3747, 0.1724 -0.973
06889000 E. coli log10(ECB) = - 1.38 + 1.62 log10(TURB) 59 0.56 4.56 0.4087, 0.1912 -0.9733
06889000 E. coli log10(ECB) = - 1.38 + 1.62 log10(TURB) 59 0.56 4.56 0.4087, 0.1912
06889000 Enterococci bacteria log10(ENT) = - 0.374 + 1.51 log10(TURB) 37 0.54 3.86 0.5163, 0.2342 -0.9697
06889000 Suspended sediment log10(SS) = - 0.0537 + 1.09 log10(TURB) 19 0.98 1.03 0.0874, 0.0403 -0.9589
06889000 Total suspended solids log10(TSS) = 0.02 + 0.987 log10(TURB) 20 0.83 1.2 0.2267, 0.1055 -0.9595
06892350 Acid neutralizing capability log10(ANC) = 0.767 + 0.508 log10(SC) 21 0.66 1.01 0.2461, 0.0841 -0.9987
06892350 Diss. solids log10(DS) = - 0.115 + 0.966 log10(SC) 26 0.99 1 0.0484, 0.0169 -0.9978
06892350 Calcium log10(Ca) = - 0.287 + 0.73 log10(SC) 26 0.87 1.01 0.1621, 0.0565 -0.9978
06892350 Magnesium log10(Mg) = - 1.54 + 0.954 log10(SC) 26 0.97 1 0.0997, 0.0348 -0.9978
06892350 Boron log10(B) = - 0.355 + 0.793 log10(SC) 26 0.89 1.01 0.1657, 0.0578 -0.9978
06892350 Sodium log10(Na) = - 2.51 + 1.49 log10(SC) 26 0.96 1.01 0.1872, 0.0653 -0.9978
06892350 Chloride log10(Cl) = - 2.93 + 1.66 log10(SC) 27 0.95 1.01 0.2212, 0.077 -0.9489
06892350 Sulfate log10(SO4) = - 1.57 + 1.24 log10(SC) 27 0.97 1 0.1324, 0.0461 -0.9979
06892350 Fluoride log10(F) = - 0.97 + 0.162 log10(SC) 26 0.45 1 0.106, 0.0369 -0.9978
06892350 Diss. Nitrate NO3 = - 1.15 + 0.644 log10(Q) - 0.612 log10(TEMP) 33 0.71 1 0.3282, 0.0926, 0.0979 -0.9275, -0.167, -0.191
06892350 Diss. nitrate + nitrite TIN = - 2.04 + 0.914 log10(Q) - 0.541 log10(TEMP) 34 0.69 1 0.4169, 0.1176, 0.1244 -0.9271, -0.163, -0.1965
06892350 Total Org. N + NH3 log10(TKN) = - 0.309 + 0.198 log10(TURB) 28 0.44 1.01 0.089, 0.0431 -0.9691
06892350 Total nitrogen log10(TN) = - 0.263 + 0.239 log10(TURB) 28 0.57 1.04 0.0875, 0.0409 -0.9673
06892350 Total phosphorus log10(TP) = - 1.21 + 0.364 log10(TURB) 69 0.78 1.03 0.0918, 0.0445 -0.9691
06892350 Triazines log10(TRI) = 1.89 - 0.699 log10(SC) - 0.239 cos(2π D / 365) - 0.0098 sin(2π D / 365) 41 0.5 1.24 0.8045, 0.2788, 0.07, 0.0772 -0.9984, -0.4404, 0.4371, 0.5704, -0.5596, -0.2822
06892350 Fecal coliform bacteria log10(FCB) = - 1.05 + 1.53 log10(TURB) 54 0.68 2.24 0.3172, 0.1469 -0.9672
06892350 Fecal coliform bacteria log10(FCB) = - 1.05 + 1.53 log10(TURB) 54 0.68 2.24 0.3172, 0.1469 -0.9672
06892350 E. coli log10(ECB) = - 1.16 + 1.55 log10(TURB) 50 0.71 2.33 0.3099, 0.1445
06892350 E. coli log10(ECB) = - 1.16 + 1.55 log10(TURB) 50 0.71 2.33 0.3099, 0.1445 -0.9645
06892350 Enterococci bacteria log10(ENT) = - 0.768 + 1.64 log10(TURB) 16 0.67 2.91 0.7093, 0.308 -0.9687
06892350 Suspended sediment log10(SS) = 0.264 + 0.904 log10(TURB) 24 0.88 1.09 0.1599, 0.0724 -0.9675
06892350 Total suspended solids log10(TSS) = 0.204 + 0.863 log10(TURB) 22 0.88 1.07 0.1572, 0.072 -0.9699

Stone, M.L., and Klager, B.J., 2023, Long-term water-quality constituent trends in the Little Arkansas River, South-Central Kansas, 1995-2021: U.S. Geological Survey Scientific Investigations Report 2023-5102, 103 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
07143672 Bromide log10(Br) = - 4.183 + 1.273 log10(SC) 188 0.78 1.1 0.14336, 0.05186
07143672 Atrazine log10(ATRR) = - 1.7 + 0.721 log10(TURB) + 0.405 sin(2π D / 365) - 0.38 cos(2π D / 365) 37 0.58 1.9 0.269, 0.142, 0.132, 0.134 -0.932, 0.113, -0.216, 0.0416, 0.111, -0.0994
07144100 Bromide log10(Br) = - 4.045 + 1.168 log10(SC) 203 0.72 1.11 0.14668, 0.05414
07144100 Atrazine log10(ATRR) = - 1.62 + 0.779 log10(TURB) + 0.385 sin(2π D / 365) - 0.278 cos(2π D / 365) 44 0.69 1.5 0.204, 0.115, 0.102, 0.106 -0.928, 0.135, -0.253, -0.117, 0.287, -0.104
375350097262800 Bromide log10(Br) = - 4.304 + 1.269 log10(SC) 59 0.89 1.04 0.17574, 0.06504
375350097262800 Atrazine log10(ATRR) = - 1.22 + 0.646 log10(TURB) + 0.556 sin(2π D / 365) - 0.243 cos(2π D / 365) 19 0.78 1.23 0.295, 0.155, 0.112, 0.139 -0.943, 0.174, -0.226, -0.115, 0.341, -0.0825

Stone, M.L., and Klager, B.J., 2022, Documentation of models describing relations between continuous real-time and discrete water-quality constituents in the Little Arkansas River, south-central Kansas, 1998-2019: U.S. Geological Survey Open-File Report 2022-1010, 34 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
07143672 Hardness log10(HARD) = - 0.554 + 1.011 log10(SC) 191 0.97 1.01 0.0366, 0.0133 -0.992
07143672 Total organic carbon log10(OrgC) = 0.113 + 0.501 log10(TURB) 23 0.91 1.03 0.0648, 0.0347 -0.938
07143672 Alkalinity log10(ALKR) = - 0.531 + 0.974 log10(SC) 33 0.89 1.03 0.167, 0.0609 -0.994
07143672 Diss. solids log10(DSR) = 0.0121 + 0.918 log10(SC) 191 0.98 1.01 0.0272, 0.00985 -0.992
07143672 Calcium log10(Ca) = - 1.12 + 1.03 log10(SC) 190 0.97 1.01 0.0376, 0.0137 -0.993
07143672 Sodium log10(Na) = - 2.03 + 1.32 log10(SC) 190 0.97 1.02 0.0491, 0.0178 -0.993
07143672 Bicarbonate log10(HCO3) = - 0.453 + 0.976 log10(SC) 33 0.89 1.03 0.167, 0.0608 -0.994
07143672 Chloride log10(CLR) = - 1.81 + 1.337 log10(SC) 190 0.93 1.04 0.07258, 0.02633
07143672 Sulfate log10(SO4R) = - 1.2927 + 0.9763 log10(SC) 190 0.84 1.05 0.08873, 0.03211
07143672 Total phosphorous log10(TPR) = - 0.901 + 0.378 log10(TURB) 23 0.86 1.02 0.0611, 0.0334 -0.943
07143672 Arsenic log10(As) = 0.90451 - 0.22085 log10(Q) + 0.01336 TEMP 163 0.79 1.04 0.029725, 0.01004, 0.001175
07143672 Atrazine log10(ATRR) = 1.8584 - 0.7602 log10(SC) + 0.3871 sin(2π D / 365) - 0.2823 cos(2π D / 365) - 0.199 sin(4π D / 365) + 0.3122 cos(4π D / 365) 157 0.41 2.01 0.48581, 0.17326, 0.08977, 0.09642, 0.08223, 0.08242
07143672 Fecal coliform bacteria log10(FCBR) = 0.91 + 1.13 log10(TURB) 23 0.84 1.25 0.2, 0.109 -0.944
07143672 E. coli log10(ECBR) = 1.08 + 0.964 log10(TURB) 22 0.73 1.41 0.232, 0.13 -0.944
07143672 Suspended sediment log10(SSR) = 0.143 + 1.1 log10(TURB) 22 0.98 1.02 0.0607, 0.031 -0.954
07143672 Total suspended solids log10(TSSR) = 0.2545 + 1.0175 log10(TURB) 24 0.97 1.04 0.08001, 0.04137
07143672 Ammonia plus organic nitrogen log10(TKN) = - 0.893 + 0.556 log10(TURB) 22 0.95 1.01 0.0497, 0.0278 -0.944
07144100 Hardness log10(HARD) = - 0.61 + 1.05 log10(SC) 320 0.96 1.01 0.0326, 0.012 -0.995
07144100 Total organic carbon log10(OrgC) = 0.192 + 0.445 log10(TURB) 38 0.89 1.02 0.0482, 0.0259 -0.943
07144100 Alkalinity log10(ALKR) = - 0.503 + 0.988 log10(SC) 135 0.94 1.01 0.0612, 0.0221 -0.996
07144100 Diss. solids log10(DSR) = - 0.02 + 0.929 log10(SC) 315 0.97 1 0.0237, 0.00869 -0.995
07144100 Calcium log10(Ca) = - 1.13 + 1.05 log10(SC) 320 0.96 1.01 0.0329, 0.0121 -0.995
07144100 Sodium log10(Na) = - 2.16 + 1.36 log10(SC) 320 0.95 1.02 0.0456, 0.0167 -0.995
07144100 Bicarbonate log10(HCO3) = - 0.409 + 0.984 log10(SC) 135 0.94 1.01 0.0611, 0.0221 -0.996
07144100 Chloride log10(CLR) = - 1.905 + 1.316 log10(SC) 329 0.87 1.05 0.0773, 0.02833
07144100 Sulfate log10(SO4R) = - 1.9 + 1.257 log10(SC) 325 0.9 1.03 0.06502, 0.02379
07144100 Total phosphorous log10(TPR) = - 0.613 + 0.236 log10(TURB) 111 0.68 1.02 0.0262, 0.0157 -0.942
07144100 Arsenic log10(As) = 0.913 - 0.194 log10(Q) + 0.0133 TEMP 298 0.77 1.03 0.0201, 0.00706, 0.000756 -0.708, -0.568, -0.0944
07144100 Atrazine log10(ATRR) = 1.80364 - 0.73534 log10(SC) + 0.40846 sin(2π D / 365) - 0.44283 cos(2π D / 365) - 0.36216 sin(4π D / 365) + 0.08861 cos(4π D / 365) 309 0.54 1.68 0.30616, 0.11152, 0.05698, 0.06565, 0.05018, 0.05197
07144100 Fecal coliform bacteria log10(FCBR) = 0.738 + 1.22 log10(TURB) 36 0.77 1.55 0.218, 0.115 -0.955
07144100 E. coli log10(ECBR) = 0.699 + 1.17 log10(TURB) 33 0.79 1.46 0.209, 0.109 -0.948
07144100 Suspended sediment log10(SSR) = 0.0959 + 1.13 log10(TURB) 108 0.94 1.08 0.0482, 0.0289 -0.945
07144100 Total suspended solids log10(TSSR) = 0.2936 + 0.9478 log10(TURB) 40 0.9382 1.05 0.08416, 0.04363
07144100 Ammonia plus organic nitrogen log10(TKN) = - 0.66 + 0.419 log10(TURB) 111 0.83 1.03 0.0298, 0.0179 -0.942

Stone, M.L., and Graham, J.L., 2014, Model Documentation for Relations Between Continuous Real-Time and Discrete Water-Quality Constituents in Indian Creek, Johnson County, Kansas, June 2004 through May 2013: U.S. Geological Survey Open-File Report 2014-1170, 70 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06893390 Nitrate NO3 = - 0.5168 + 0.9254 NN 31 0.9629 1 0.2738, 0.0337 -0.9022
06893390 Nitrite NO2 = - 0.0459 + 0.0472 NN 13 0.8692 1 0.0294, 0.0055 -0.8015
06893390 Diss. solids log10(DSR) = - 0.2325 + 1.0028 log10(SC) 20 0.9841 1.0035 0.0862, 0.0301 -0.995
06893390 Calcium log10(Ca) = 0.5085 + 0.434 log10(SC) - 0.0006 TURB 19 0.8889 1.0107 0.1874, 0.0627, 0.0001 -0.993, -0.537, 0.4676
06893390 Magnesium log10(Mg) = 1.0378 - 0.2401 log10(TURB) 19 0.694 1.0478 0.0711, 0.0387 -0.8869
06893390 Sodium log10(Na) = - 2.0375 + 1.3716 log10(SC) 20 0.9819 1.0077 0.1258, 0.0439 -0.995
06893390 Chloride log10(CLR) = - 2.5114 + 1.5622 log10(SC) 59 0.89 1.07 0.2077, 0.0727 -0.9934
06893390 Chloride log10(CLR) = - 2.0215 + 1.4152 log10(SC) 20 0.9625 1.0168 0.1887, 0.0658 -0.995
06893390 Sulfate log10(SO4R) = 0.9734 + 0.3927 log10(SC) - 0.2036 log10(TURB) 19 0.9257 1.0141 0.2663, 0.0828, 0.0277 -0.9889, -0.7254, 0.6299
06893390 Diss. nitrate + nitrite log10(TIN) = 1.2349 - 0.3821 log10(Q) 55 0.66 1.14 0.0996, 0.038 -0.9477
06893390 Diss. nitrate + nitrite TIN = - 0.2701 + 0.8987 NN 13 0.9741 1 0.2354, 0.0442 -0.8015
06893390 Orthophosphate OP = 0.7699 - 0.2886 log10(Q) + 0.0006 SC 17 0.7048 1 0.4224, 0.1162, 0.0002 -0.9345, -0.8367, 0.6344
06893390 Total Org. N + NH3 TKN = 1.6504 + 0.0041 TURB 53 0.47 1 0.1795, 0.0006 -0.6364
06893390 Total Org. N + NH3 log10(TKN) = 0.1608 + 0.001 TURB + 0.067 log10(NN) 11 0.8247 1.0105 0.0939, 0.0002, 0.1193 -0.9149, -0.9375, 0.819
06893390 Total nitrogen TNR = - 0.6507 + 1.2661 log10(TURB) + 1.0638 NN 11 0.9554 1 1.1335, 0.4102, 0.124 -0.9678, -0.9478, 0.8885
06893390 Dissolved phosphorus Pdis = 1.9381 + 0.3404 sin(2π D / 365) + 0.2086 cos(2π D / 365) - 0.5797 log10(Q) 17 0.8037 1 0.2083, 0.1107, 0.0776, 0.0833 0.3022, 0.1063, 0.1766, -0.9545, -0.3828, -0.0722
06893390 Dissolved phosphorus log10(Pdis) = 0.2021 - 0.0091 sin(2π D / 365) + 0.1841 cos(2π D / 365) - 0.362 log10(TURB) 47 0.68 1.18 0.0849, 0.0583, 0.0525, 0.0433 -0.0127, 0.0644, -0.0209, -0.8778, -0.1591, 0.0844
06893390 Total phosphorous TPR = 1.4965 + 0.4465 sin(2π D / 365) + 0.2793 cos(2π D / 365) - 0.2347 log10(Q) 17 0.5244 1 0.2845, 0.1511, 0.106, 0.1138 0.3022, 0.1063, 0.1766, -0.9545, -0.3828, -0.0722
06893390 Particulate phosphorus Ppart = 0.0602 + 0.0024 TURB 16 0.8745 1 0.0505, 0.0002 -0.7458
06893390 Particulate phosphorus Ppart = 0.1149 + 0.0017 TURB 47 0.68 1 0.0546, 0.0002 -0.6578
06893390 Fecal coliform bacteria log10(FCBR) = 7.4652 + 0.791 log10(Q) - 2.1456 log10(SC) 19 0.8115 2.021 1.9537, 0.2135, 0.5587 -0.7608, -0.976, 0.611
06893390 E. coli log10(ECB) = 1.4261 - 0.6077 sin(2π D / 365) - 0.3858 cos(2π D / 365) + 1.1773 log10(TURB) 18 0.8436 1.5728 0.2425, 0.2002, 0.1599, 0.1394 0.0269, 0.1675, 0.0474, -0.8388, -0.3103, -0.0484
06893390 Enterococci bacteria log10(ENT) = 1.2192 - 0.734 sin(2π D / 365) - 0.3133 cos(2π D / 365) + 1.3055 log10(TURB) 18 0.8437 1.7184 0.2655, 0.2193, 0.1751, 0.1526 0.0269, 0.1675, 0.0474, -0.8388, -0.3103, -0.0484
06893390 Suspended sediment log10(SSR) = 0.5801 + 0.9373 log10(TURB) 19 0.953 1.1017 0.0929, 0.0505 -0.8869
06893390 Total suspended solids log10(TSSR) = 0.2623 + 1.0339 log10(TURB) 19 0.9655 1.0713 0.0872, 0.0474 -0.8869
06893390 Ammonia plus organic nitrogen log10(TKN) = - 0.1473 + 0.4035 log10(NN) 12 0.5656 1.0415 0.0656, 0.1118 -0.8267

Stone, M.L., Graham, J.L., and Gatotho, J.W., 2013, Model Documentation for Relations Between Continuous Real-Time and Discrete Water-Quality Constituents in Cheney Reservoir near Cheney, Kansas, 2001-2009: U.S. Geological Survey Open File Report 2013-1123, 100 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
07144790 Diss. solids DS = 28.3795 + 0.5093 SC 120 0.798 1 19.1958, 0.0236 -0.9984
07144790 Magnesium Mg = - 69.8049 + 28.6839 log10(SC) 122 0.59 1 6.32, 2.1723 -1
07144790 Sodium Na = - 32.795 + 0.1636 SC 119 0.743 1 7.2517, 0.0089 -0.9984
07144790 Chloride Cl = 37.1865 - 3.0417 Elev + 0.2009 SC 120 0.6997 1 21.4482, 0.6166, 0.0156 -0.8342, -0.8167, 0.3645
07144790 Diss. orthophosphorus log10(DOP) = - 1.9784 + 0.4942 log10(TURB) + 0.0189 TEMP - 0.5408 log10(TChl) 113 0.66 1.1761 0.1788, 0.1023, 0.0036, 0.1116 -0.5819, -0.3155, -0.4206, -0.7961, 0.0719, 0.4377
07144790 Total phosphorus log10(TP) = - 1.6052 - 0.0633 sin(2π D / 365) - 0.1357 cos(2π D / 365) + 0.439 log10(TURB) 109 0.69 1.0477 0.0618, 0.019, 0.0218, 0.052 -0.2424, -0.3435, -0.0018, -0.9747, 0.2411, 0.4197
07144790 Dissolved phosphorus log10(Pdis) = 1.0851 - 0.8764 log10(DO) - 0.0019 SC - 0.0137 TChl 109 0.59 1.1029 0.3671, 0.2121, 0.0005, 0.0035 0.0879, -0.9058, -0.4928, 0.1305, -0.5342, 0.048
07144790 Suspended sediment SS = 2.931 + 0.8519 TURB 119 0.66 1 0.8746, 0.0421 -0.9013
07144790 Suspended sediment SS = 2.931 + 0.8519 TURB 119 0.66 1 0.8746, 0.0421 -0.9013
07144790 probability of geosmin PGeo = 0.829 + 0.825 sin(2π D / 365) - 0.262 cos(2π D / 365) - 0.138 TURB 127 0.02 1 0.5, 0.327, 0.351, 0.0299
07144790 probability of microcystin PMC = - 1.305 - 1.99 sin(2π D / 365) - 1.34 cos(2π D / 365) + 0.0511 TChl 94 0.001 1 0.645, 0.464, 0.456, 0.0439
07144790 Chlorophyll-a CHLA = 40.2468 - 1.9656 Elev + 0.3204 TEMP + 0.8463 TChl 117 0.5078 1 10.0971, 0.4722, 0.0741, 0.0834 -0.9812, -0.0215, -0.1457, -0.0859, -0.0651, 0.482
07144790 Actinomycetes log10(ACT) = - 14.7988 + 11.0619 log10(Elev) + 0.9924 log10(TURB) - 0.0163 TEMP 93 0.6076 1.2257 1.6263, 1.2383, 0.1572, 0.0041 -0.994, 0.038, -0.1379, 0.1023, -0.0994, -0.3799

Williams, T.J., and Totzke, G.S., 2024, Computation of Bromide Concentrations at the Kansas River at De Soto, Kansas, January 2021 through October 2023: U.S. Geological Survey Scientific Investigations Report 2024-5078, 18 p., https://doi.org/10.3133/sir20245078.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06892350 Bromide log10(Br) = - 1.45988 + 1.2237 log10(SC) 41 0.854 1.012 0.231447, 0.079825

Williams, T.J., 2023, Linear regression model documentation for computing water-quality constituent concentrations or densities using continuous real-time water-quality data for the Kansas River above Topeka Weir at Topeka, Kansas, November 2018 through June 2021: U.S. Geological Survey Scientific Investigations Report 2022-5130, 14 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06888990 Hardness log10(HARD) = 0.201 + 0.771 log10(SC) 34 0.947 1 0.0909, 0.0316 -0.997
06888990 Diss. solids DSR = 39.3 + 0.584 SC 34 0.974 1 14.5, 0.0166 -0.928
06888990 Calcium log10(Ca) = - 0.234 + 0.739 log10(SC) 34 0.938 1 0.0953, 0.0332 -0.997
06888990 Magnesium log10(Mg) = - 1.35 + 0.893 log10(SC) 34 0.954 1 0.0981, 0.0341 -0.997
06888990 Sodium log10(Na) = - 3 + 1.63 log10(SC) 34 0.981 1.01 0.114, 0.0398 -0.997
06888990 Chloride log10(CLR) = - 3.48 + 1.83 log10(SC) 34 0.967 1.01 0.168, 0.0586 -0.997
06888990 Sulfate log10(SO4R) = - 1.97 + 1.38 log10(SC) 34 0.932 1.01 0.187, 0.065 -0.997
06888990 Total nitrogen log10(TNR) = - 0.387 + 0.373 log10(TURB) 34 0.743 1.05 0.0766, 0.0379 -0.953
06888990 Total Kjeldahl nitrogen log10(TKN) = - 0.902 + 0.507 log10(TURB) 34 0.922 1.02 0.0517, 0.0256 -0.953
06888990 Total phosphorous log10(TPR) = - 1.43 + 0.566 log10(TURB) 34 0.914 1.03 0.0612, 0.0303 -0.953
06888990 E. coli log10(ECBR) = - 1.04 + 1.69 log10(TURB) 34 0.791 1.85 0.304, 0.15 -0.953
06888990 Suspended sediment log10(SSR) = 0.29 + 1.07 log10(TURB) 33 0.989 1.01 0.0405, 0.02 -0.952
06888990 Total suspended solids log10(TSSR) = 0.205 + 1.06 log10(TURB) 34 0.943 1.05837 0.0942, 0.0465
06888990 Chlorophyll-a log10(CHLA) = 0.687 + 1.26 log10(Chls) 34 0.809 1.1 0.0482, 0.106 -0.71

Williams, T.J., 2021, Linear Regression Model Documentation and Updates for Computing Water-Quality Constituent Concentrations or Densities using Continuous Real-Time Water-Quality Data for the Kansas River, Kansas, July 2012 through September 2019: U.S. Geological Survey Open-File Report 2021-1018, 18 p.

Station Constituent Model Form n R2 BCF Standard Errors of Coefficeints Correlation Matrix Lower-Left
06887500 Hardness log10(HARD) = 0.314 + 0.723 log10(SC) 101 0.899 1 0.0692, 0.0242 -0.998
06887500 Diss. solids log10(DSR) = - 0.0278 + 0.94 log10(SC) 101 0.97 1 0.0473, 0.0165 -0.998
06887500 Calcium log10(Ca) = - 0.131 + 0.69 log10(SC) 101 0.876 1 0.0741, 0.0259 -0.998
06887500 Magnesium log10(Mg) = - 1.11 + 0.808 log10(SC) 101 0.889 1.01 0.0816, 0.0285 -0.998
06887500 Sodium log10(Na) = - 2.57 + 1.52 log10(SC) 101 0.95 1.01 0.0989, 0.0346 -0.998
06887500 Chloride log10(CLR) = - 3.22 + 1.77 log10(SC) 101 0.939 1.01 0.128, 0.045 -0.998
06887500 Sulfate log10(SO4R) = - 1.18 + 1.1 log10(SC) 101 0.901 1.01 0.104, 0.0366 -0.998
06887500 Total nitrogen log10(TNR) = - 0.154 + 0.281 log10(TURB) - 0.184 log10(Chls) + 0.0716 sin(2π D / 365) + 0.00669 cos(2π D / 365) 74 0.814 1.02 0.0472, 0.0238, 0.0301, 0.0141, 0.0162 -0.956, -0.522, 0.352, -0.0834, 0.0858, 0.173, -0.402, 0.463, 0.211, 0.0822
06887500 Total phosphorous log10(TPR) = - 0.909 + 0.329 log10(TURB) 85 0.788 1.02 0.0337, 0.0186 -0.963
06887500 Nitrate plus nitrite NO3+NO2 = 1.77 - 0.00065 SC - 0.0995 Chls + 0.163 sin(2π D / 365) - 0.0823 cos(2π D / 365) 73 0.615 1 0.128, 0.000188, 0.0179, 0.0555, 0.0625 -0.886, 0.217, -0.567, 0.136, -0.162, 0.204, 0.456, -0.442, 0.266, 0.116
06887500 Fecal coliform bacteria log10(FCB) = 0.442 + 0.968 log10(TURB) - 0.286 sin(2π D / 365) - 0.339 cos(2π D / 365) 77 0.658 1.78 0.22, 0.124, 0.0775, 0.0874 -0.968, -0.0704, 0.0918, -0.413, 0.464, 0.0755
06887500 E. coli log10(ECB) = - 0.304 + 1.27 log10(TURB) 78 0.598 1.9 0.215, 0.118 -0.963
06887500 Enterococci bacteria log10(ENT) = 0.578 + 1.03 log10(TURB) 77 0.53 1.73 0.199, 0.11 -0.964
06887500 Suspended sediment log10(SSR) = 0.425 + 0.998 log10(TURB) 84 0.876 1.12 0.076, 0.0412 -0.962
06887500 Total suspended solids log10(TSSR) = 0.1674 + 1.049 log10(TURB) 78 0.8926 1.07664 0.07897, 0.04333
06887500 Chlorophyll-a log10(CHLA) = 0.699 + 1.28 log10(Chls) 74 0.852 1.09 0.0308, 0.0625 -0.702
06892350 Hardness log10(HARD) = 0.343 + 0.712 log10(SC) 132 0.887 1 0.0628, 0.0222 -0.998
06892350 Diss. solids log10(DSR) = - 0.102 + 0.962 log10(SC) 132 0.966 1 0.0446, 0.0157 -0.998
06892350 Calcium log10(Ca) = - 0.0415 + 0.658 log10(SC) 132 0.82 1.01 0.0763, 0.027 -0.998
06892350 Magnesium log10(Mg) = - 1.26 + 0.861 log10(SC) 132 0.915 1 0.0649, 0.0229 -0.998
06892350 Sodium log10(Na) = - 3.12 + 1.7 log10(SC) 132 0.939 1.01 0.107, 0.0379 -0.998
06892350 Chloride log10(CLR) = - 3.67 + 1.92 log10(SC) 132 0.936 1.02 0.124, 0.0437 -0.998
06892350 Sulfate log10(SO4R) = - 1.82 + 1.32 log10(SC) 132 0.938 1.01 0.0839, 0.0296 -0.998
06892350 Total nitrogen log10(TNR) = - 0.275 + 0.327 log10(TURB) - 0.0994 log10(Chls) + 0.0758 sin(2π D / 365) + 0.0306 cos(2π D / 365) 94 0.845 1.02 0.0468, 0.0217, 0.022, 0.0124, 0.0153 -0.958, -0.695, 0.542, -0.0811, 0.0576, 0.068, -0.453, 0.497, 0.349, 0.0385
06892350 Total phosphorous log10(TPR) = - 1.05 + 0.39 log10(TURB) 109 0.793 1.03 0.036, 0.0192 -0.957
06892350 Nitrate plus nitrite NO3+NO2 = - 0.3246 + 1.016 NN 84 0.8975 1 0.05456, 0.04269
06892350 Fecal coliform bacteria log10(FCBR) = - 0.0872 + 1.28 log10(TURB) - 0.438 sin(2π D / 365) - 0.296 cos(2π D / 365) 75 0.806 1.6 0.193, 0.104, 0.0709, 0.0821 -0.965, -0.0195, 0.0407, -0.436, 0.485, 0.0502
06892350 E. coli log10(ECBR) = - 1.022 + 1.676 log10(TURB) 77 0.8216 1.60088 0.17238, 0.09045
06892350 Enterococci bacteria log10(ENT) = - 0.295 + 1.38 log10(TURB) 76 0.754 1.62 0.172, 0.0908 -0.957
06892350 Suspended sediment log10(SSR) = 0.275 + 1.05 log10(TURB) 105 0.933 1.07 0.0529, 0.0276 -0.958
06892350 Total suspended solids log10(TSSR) = 0.2261 + 1.0349 log10(TURB) 79 0.9657 1.03162 0.04421, 0.02292
06892350 Chlorophyll-a log10(CHLA) = 0.751 + 1.08 log10(Chls) 78 0.902 1.08 0.0292, 0.0404 -0.749